From 84141ae13de54ee0ceca8875107642d87434f789 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 02:36:48 -0800
Subject: [PATCH 01/13] feat: add the C src files

---
 .../stats/base/dists/hypergeometric/stdev.h   | 43 ++++++++++++
 .../dists/hypergeometric/stdev/src/Makefile   | 70 +++++++++++++++++++
 .../dists/hypergeometric/stdev/src/addon.c    | 23 ++++++
 .../dists/hypergeometric/stdev/src/main.c     | 58 +++++++++++++++
 4 files changed, 194 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
new file mode 100644
index 000000000000..2280bc37e725
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
@@ -0,0 +1,43 @@
+/**
+ * @license Apache-2.0
+ *
+ * Copyright (c) 2025 The Stdlib Authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
+#define STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
+
+/*
+ * If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
+ */
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+/**
+ * Returns the standard deviation of a hypergeometric distribution with population size `N`, subpopulation size `K`, and number of draws `n`.
+ *
+ * @param N    population size
+ * @param K    subpopulation size
+ * @param n    number of draws
+ * @return     standard deviation of the distribution
+ */
+double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n );
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif // !STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/Makefile
new file mode 100644
index 000000000000..7733b6180cb4
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/Makefile
@@ -0,0 +1,70 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+
+# RULES #
+
+#/
+# Removes generated files for building an add-on.
+#
+# @example
+# make clean-addon
+#/
+clean-addon:
+	$(QUIET) -rm -f *.o *.node
+
+.PHONY: clean-addon
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean: clean-addon
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c
new file mode 100644
index 000000000000..b4724e6bc9db
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c
@@ -0,0 +1,23 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/math/base/napi/ternary.h"
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+
+// cppcheck-suppress shadowFunction
+STDLIB_MATH_BASE_NAPI_MODULE_DDD_D( stdlib_base_dists_hypergeometric_stdev )
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
new file mode 100644
index 000000000000..b2da50296e4c
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -0,0 +1,58 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/math/base/assert/is_nonnegative_integer.h"
+#include "stdlib/constants/float64/pinf.h"
+#include "stdlib/math/base/special/sqrt.h"
+
+/**
+* Returns the standard deviation of a hypergeometric distribution.
+*
+* @param N    population size
+* @param K    subpopulation size
+* @param n    number of draws
+* @return     standard deviation of the distribution, or NaN if inputs are invalid
+*
+* @example
+* double sd = stdlib_base_dists_hypergeometric_stdev( 16, 11, 4 );
+* // returns ~0.829
+*
+* @example
+* double sd = stdlib_base_dists_hypergeometric_stdev( 2, 1, 1 );
+* // returns 0.5
+*
+* @example
+* double sd = stdlib_base_dists_hypergeometric_stdev( 10, 5, 12 );
+* // returns NaN
+*/
+double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n ) {
+    if (
+        !stdlib_base_is_nonnegative_integer( N ) ||
+        !stdlib_base_is_nonnegative_integer( K ) ||
+        !stdlib_base_is_nonnegative_integer( n ) ||
+        N == STDLIB_CONSTANT_FLOAT64_PINF ||
+        K == STDLIB_CONSTANT_FLOAT64_PINF ||
+        K > N ||
+        n > N
+    ) {
+        return NAN;
+    }
+
+    double variance = n * (K / N) * ((N - K) / N) * ((N - n) / (N - 1));
+    return stdlib_base_sqrt( variance );
+}

From a752fafe2502250b2c6fbdd8f611016ec6fa943a Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 02:37:10 -0800
Subject: [PATCH 02/13] feat: add the C benchmark and example files

---
 .../hypergeometric/stdev/benchmark/c/Makefile | 146 ++++++++++++++++++
 .../stdev/benchmark/c/benchmark.c             | 143 +++++++++++++++++
 .../hypergeometric/stdev/examples/c/Makefile  | 146 ++++++++++++++++++
 .../hypergeometric/stdev/examples/c/example.c |  46 ++++++
 4 files changed, 481 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/Makefile
new file mode 100644
index 000000000000..a4bd7b38fd74
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := benchmark.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled benchmarks.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
new file mode 100644
index 000000000000..ce89f16ad097
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
@@ -0,0 +1,143 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+#include "stdlib/math/base/special/round.h"
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <time.h>
+#include <sys/time.h>
+
+#define NAME "hypergeometric-stdev"
+#define ITERATIONS 1000000
+#define REPEATS 3
+
+/**
+* Prints the TAP version.
+*/
+static void print_version( void ) {
+	printf( "TAP version 13\n" );
+}
+
+/**
+* Prints the TAP summary.
+*
+* @param total     total number of tests
+* @param passing   total number of passing tests
+*/
+static void print_summary( int total, int passing ) {
+	printf( "#\n" );
+	printf( "1..%d\n", total ); // TAP plan
+	printf( "# total %d\n", total );
+	printf( "# pass  %d\n", passing );
+	printf( "#\n" );
+	printf( "# ok\n" );
+}
+
+/**
+* Prints benchmarks results.
+*
+* @param elapsed   elapsed time in seconds
+*/
+static void print_results( double elapsed ) {
+	double rate = (double)ITERATIONS / elapsed;
+	printf( "  ---\n" );
+	printf( "  iterations: %d\n", ITERATIONS );
+	printf( "  elapsed: %0.9f\n", elapsed );
+	printf( "  rate: %0.9f\n", rate );
+	printf( "  ...\n" );
+}
+
+/**
+* Returns a clock time.
+*
+* @return clock time
+*/
+static double tic( void ) {
+	struct timeval now;
+	gettimeofday( &now, NULL );
+	return (double)now.tv_sec + (double)now.tv_usec/1.0e6;
+}
+
+/**
+* Generates a random number on the interval [min,max).
+*
+* @param min    minimum value (inclusive)
+* @param max    maximum value (exclusive)
+* @return       random number
+*/
+static double random_uniform( const double min, const double max ) {
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v*(max-min) );
+}
+
+/**
+* Runs a benchmark.
+*
+* @return elapsed time in seconds
+*/
+static double benchmark( void ) {
+	double elapsed;
+	double N[ 100 ];
+	double K[ 100 ];
+	double n[ 100 ];
+	double sd;
+	double t;
+	int i;
+
+	for ( i = 0; i < 100; i++ ) {
+		N[i] = stdlib_base_round(random_uniform(1.0, 100.0));
+		K[i] = stdlib_base_round(random_uniform(0.0, N[i]));
+		n[i] = stdlib_base_round(random_uniform(0.0, N[i]));
+	}
+
+	t = tic();
+	for ( i = 0; i < ITERATIONS; i++ ) {
+		sd = stdlib_base_dists_hypergeometric_stdev( N[ i % 100 ], K[ i % 100 ], n[ i % 100 ] );
+		if ( sd != sd ) {
+			printf( "should not return NaN\n" );
+			break;
+		}
+	}
+	elapsed = tic() - t;
+	if ( sd != sd ) {
+		printf( "should not return NaN\n" );
+	}
+	return elapsed;
+}
+
+/**
+* Main execution sequence.
+*/
+int main( void ) {
+	double elapsed;
+	int i;
+
+	// Use the current time to seed the random number generator:
+	srand( time( NULL ) );
+
+	print_version();
+	for ( i = 0; i < REPEATS; i++ ) {
+		printf( "# c::%s\n", NAME );
+		elapsed = benchmark();
+		print_results( elapsed );
+		printf( "ok %d benchmark finished\n", i+1 );
+	}
+	print_summary( REPEATS, REPEATS );
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/Makefile
new file mode 100644
index 000000000000..25ced822f96a
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := example.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled examples.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
new file mode 100644
index 000000000000..c07ff14b2d99
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
@@ -0,0 +1,46 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+#include "stdlib/math/base/special/round.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+static double random_uniform( const double min, const double max ) {
+    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+    return min + ( v*(max-min) );
+}
+
+int main( void ) {
+    double N;
+    double K;
+    double n;
+    double sd;
+    int i;
+
+    for ( i = 0; i < 10; i++ ) {
+        N = stdlib_base_round(random_uniform(0.0, 20.0));
+        K = stdlib_base_round(random_uniform(0.0, N));
+        n = stdlib_base_round(random_uniform(0.0, K));
+        sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
+
+        printf( "N: %lf, K: %lf, n: %lf, Standard Deviation: %lf\n", N, K, n, sd );
+    }
+
+    return 0;
+}

From 68f1402087811f29c2daa8242a3e9022fd66175e Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 02:37:46 -0800
Subject: [PATCH 03/13] feat: add the JS native files

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: passed
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: passed
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../stdev/benchmark/benchmark.native.js       |  74 +++++++++
 .../dists/hypergeometric/stdev/lib/native.js  |  80 +++++++++
 .../hypergeometric/stdev/test/test.native.js  | 154 ++++++++++++++++++
 3 files changed, 308 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
new file mode 100644
index 000000000000..ed4896f6d7aa
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
@@ -0,0 +1,74 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var bench = require( '@stdlib/bench' );
+var Float64Array = require( '@stdlib/array/float64' );
+var randu = require( '@stdlib/random/base/randu' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var floor = require( '@stdlib/math/base/special/floor' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var stdev = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( stdev instanceof Error )
+};
+
+
+// MAIN //
+
+bench( pkg+'::native', opts, function benchmark( b ) {
+	var len;
+	var N;
+	var K;
+	var n;
+	var y;
+	var i;
+
+	len = 100;
+	N = new Float64Array( len );
+	K = new Float64Array( len );
+	n = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		N[ i ] = floor( ( randu() * 90.0 ) + 10.0 );
+		K[ i ] = floor( randu() * N[ i ] );
+		n[ i ] = floor( randu() * N[ i ] );
+	}
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = stdev( N[ i % len ], K[ i % len ], n[ i % len ] );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
+		}
+	}
+	b.toc();
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
new file mode 100644
index 000000000000..e61824728812
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
@@ -0,0 +1,80 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var addon = require( './../src/addon.node' );
+
+
+// MAIN //
+
+/**
+* Returns the standard deviation of a hypergeometric distribution with population size `N`, subpopulation size `K`, and number of draws `n`.
+*
+* @private
+* @param {number} N - population size
+* @param {number} K - subpopulation size
+* @param {number} n - number of draws
+* @returns {number} standard deviation
+*
+* @example
+* var sd = stdev( 16, 11, 4 );
+* // returns ~0.829
+*
+* @example
+* var sd = stdev( 2, 1, 1 );
+* // returns 0.5
+*
+* @example
+* var sd = stdev( 10, 5, 12 );
+* // returns NaN
+*
+* @example
+* var sd = stdev( 10.3, 10, 4 );
+* // returns NaN
+*
+* @example
+* var sd = stdev( 10, 5.5, 4 );
+* // returns NaN
+*
+* @example
+* var sd = stdev( 10, 5, 4.5 );
+* // returns NaN
+*
+* @example
+* var sd = stdev( NaN, 10, 4 );
+* // returns NaN
+*
+* @example
+* var sd = stdev( 20, NaN, 4 );
+* // returns NaN
+*
+* @example
+* var sd = stdev( 20, 10, NaN );
+* // returns NaN
+*/
+function stdev( N, K, n ) {
+	return addon( N, K, n );
+}
+
+
+// EXPORTS //
+
+module.exports = stdev;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js
new file mode 100644
index 000000000000..69637bbad9b0
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js
@@ -0,0 +1,154 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var tape = require( 'tape' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var abs = require( '@stdlib/math/base/special/abs' );
+var PINF = require( '@stdlib/constants/float64/pinf' );
+var EPS = require( '@stdlib/constants/float64/eps' );
+
+
+// VARIABLES //
+
+var stdev = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( stdev instanceof Error )
+};
+
+
+// FIXTURES //
+
+var data = require( './fixtures/julia/data.json' );
+
+
+// TESTS //
+
+tape( 'main export is a function', opts, function test( t ) {
+	t.ok( true, __filename );
+	t.strictEqual( typeof stdev, 'function', 'main export is a function' );
+	t.end();
+});
+
+tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, function test( t ) {
+	var v = stdev( NaN, 10, 4 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	v = stdev( 20, NaN, 4 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	v = stdev( 20, 10, NaN );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'if provided an `N` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
+	var v;
+
+	v = stdev( 10.5, 4, 2 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	v = stdev( -2, 4, 2 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	v = stdev( -1, 4, 2 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	v = stdev( 20.5, 10, 5 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	v = stdev( PINF, 10, 5 );
+	t.equal( isnan( v ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'if provided an `K` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
+	var y;
+
+	y = stdev( 20, 3.5, 10 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 20, -2, 10 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 20, -1, 10 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 20, 2.5, 10 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 20, PINF, 10 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'if provided an `n` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
+	var y;
+
+	y = stdev( 40, 20, 3.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 40, 20, -2 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 40, 20, -1 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 40, 20, 2.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = stdev( 40, 20, PINF );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'the function returns the standard deviation of a hypergeometric distribution', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var N;
+	var K;
+	var n;
+	var y;
+	var i;
+
+	expected = data.expected;
+	N = data.N;
+	K = data.K;
+	n = data.n;
+	for ( i = 0; i < n.length; i++ ) {
+		y = stdev( N[i], K[i], n[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'N: '+N[i]+', K: '+K[i]+', n: '+n[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[ i ] );
+			tol = 2.0 * EPS * abs( expected[ i ] );
+			t.ok( delta <= tol, 'within tolerance. N: '+N[i]+'. K: '+K[i]+'. n: '+n[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
+		}
+	}
+	t.end();
+});

From 574808d1402bf0d791f9be9dcd0f5410f2e9200e Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 02:38:35 -0800
Subject: [PATCH 04/13] build: added the json and gyp dependency files

---
 .../dists/hypergeometric/stdev/binding.gyp    | 149 ++++++++++++++++++
 .../dists/hypergeometric/stdev/include.gypi   |  48 ++++++
 .../dists/hypergeometric/stdev/manifest.json  |  84 ++++++++++
 .../dists/hypergeometric/stdev/package.json   |   3 +
 4 files changed, 284 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp
new file mode 100644
index 000000000000..114dcb77c6aa
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp
@@ -0,0 +1,149 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A `.gyp` file for building a Node.js native add-on.
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+    # List of files to include in this file:
+    "includes": [
+        "./include.gypi",
+    ],
+    # Define variables to be used throughout the configuration for all targets:
+    "variables": {
+        # Target name should match the add-on export name:
+        "addon_target_name%": "addon",
+        # Set variables based on the host OS:
+        "conditions": [
+            [
+                'OS=="win"',
+                {
+                    # Define the object file suffix:
+                    "obj": "obj",
+                },
+                {
+                    # Define the object file suffix:
+                    "obj": "o",
+                },
+            ],  # end condition (OS=="win")
+        ],  # end conditions
+    },  # end variables
+    # Define compile targets:
+    "targets": [
+        # Target to generate an add-on:
+        {
+            # The target name should match the add-on export name:
+            "target_name": "<(addon_target_name)",
+            # Define dependencies:
+            "dependencies": [],
+            # Define directories which contain relevant include headers:
+            "include_dirs": [
+                # Local include directory:
+                "<@(include_dirs)",
+            ],
+            # List of source files:
+            "sources": [
+                "<@(src_files)",
+                "src/addon.c",
+            ],
+            # Settings which should be applied when a target's object files are used as linker input:
+            "link_settings": {
+                # Define libraries:
+                "libraries": [
+                    "<@(libraries)",
+                ],
+                # Define library directories:
+                "library_dirs": [
+                    "<@(library_dirs)",
+                ],
+            },
+            # C/C++ compiler flags:
+            "cflags": [
+                # Enable commonly used warning options:
+                "-Wall",
+                # Aggressive optimization:
+                "-O3",
+            ],
+            # C specific compiler flags:
+            "cflags_c": [
+                # Specify the C standard to which a program is expected to conform:
+                "-std=c99",
+            ],
+            # C++ specific compiler flags:
+            "cflags_cpp": [
+                # Specify the C++ standard to which a program is expected to conform:
+                "-std=c++11",
+            ],
+            # Linker flags:
+            "ldflags": [],
+            # Apply conditions based on the host OS:
+            "conditions": [
+                [
+                    'OS=="mac"',
+                    {
+                        # Linker flags:
+                        "ldflags": [
+                            "-undefined dynamic_lookup",
+                            "-Wl,-no-pie",
+                            "-Wl,-search_paths_first",
+                        ],
+                    },
+                ],  # end condition (OS=="mac")
+                [
+                    'OS!="win"',
+                    {
+                        # C/C++ flags:
+                        "cflags": [
+                            # Generate platform-independent code:
+                            "-fPIC",
+                        ],
+                    },
+                ],  # end condition (OS!="win")
+            ],  # end conditions
+        },  # end target <(addon_target_name)
+        # Target to copy a generated add-on to a standard location:
+        {
+            "target_name": "copy_addon",
+            # Declare that the output of this target is not linked:
+            "type": "none",
+            # Define dependencies:
+            "dependencies": [
+                # Require that the add-on be generated before building this target:
+                "<(addon_target_name)",
+            ],
+            # Define a list of actions:
+            "actions": [
+                {
+                    "action_name": "copy_addon",
+                    "message": "Copying addon...",
+                    # Explicitly list the inputs in the command-line invocation below:
+                    "inputs": [],
+                    # Declare the expected outputs:
+                    "outputs": [
+                        "<(addon_output_dir)/<(addon_target_name).node",
+                    ],
+                    # Define the command-line invocation:
+                    "action": [
+                        "cp",
+                        "<(PRODUCT_DIR)/<(addon_target_name).node",
+                        "<(addon_output_dir)/<(addon_target_name).node",
+                    ],
+                },
+            ],  # end actions
+        },  # end target copy_addon
+    ],  # end targets
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi
new file mode 100644
index 000000000000..235be47d6d3b
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi
@@ -0,0 +1,48 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A GYP include file for building a Node.js native add-on.
+#
+# Main documentation:
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+    # Define variables to be used throughout the configuration for all targets:
+    "variables": {
+        # Source directory:
+        "src_dir": "./src",
+        # Include directories:
+        "include_dirs": [
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+        # Add-on destination directory:
+        "addon_output_dir": "./src",
+        # Source files:
+        "src_files": [
+            "<(src_dir)/addon.c",
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+        # Library dependencies:
+        "libraries": [
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+        # Library directories:
+        "library_dirs": [
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+    },  # end variables
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
new file mode 100644
index 000000000000..ff98a80b234d
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
@@ -0,0 +1,84 @@
+{
+  "options": {
+    "task": "build",
+    "wasm": false
+  },
+  "fields": [
+    {
+      "field": "src",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "include",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "libraries",
+      "resolve": false,
+      "relative": false
+    },
+    {
+      "field": "libpath",
+      "resolve": true,
+      "relative": false
+    }
+  ],
+  "confs": [
+    {
+      "task": "build",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/napi/ternary",
+        "@stdlib/math/base/assert/is-nonnegative-integer",
+        "@stdlib/constants/float64/pinf",
+        "@stdlib/math/base/special/sqrt"
+      ]
+    },
+    {
+      "task": "benchmark",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nonnegative-integer",
+        "@stdlib/constants/float64/pinf",
+        "@stdlib/math/base/special/sqrt",
+        "@stdlib/math/base/special/round"
+      ]
+    },
+    {
+      "task": "examples",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nonnegative-integer",
+        "@stdlib/math/base/special/round",
+        "@stdlib/constants/float64/pinf",
+        "@stdlib/math/base/special/sqrt"
+      ]
+    }
+  ]
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/package.json b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/package.json
index 96ea8621b50a..5ae33f59b661 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/package.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/package.json
@@ -14,11 +14,14 @@
     }
   ],
   "main": "./lib",
+  "gypfile": true,
   "directories": {
     "benchmark": "./benchmark",
     "doc": "./docs",
     "example": "./examples",
+    "include": "./include",
     "lib": "./lib",
+    "src": "./src",
     "test": "./test"
   },
   "types": "./docs/types",

From f01ee1c1553b0caa403d28d04de90270ab6a3b49 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 02:38:54 -0800
Subject: [PATCH 05/13] docs: update README with C API documentation

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../base/dists/hypergeometric/stdev/README.md | 102 ++++++++++++++++++
 1 file changed, 102 insertions(+)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
index 9cf84e3e486d..ec6bc611010c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
@@ -147,6 +147,108 @@ for ( i = 0; i < 10; i++ ) {
 
 <!-- /.examples -->
 
+<!-- C interface documentation. -->
+
+* * *
+
+<section class="c">
+
+## C APIs
+
+<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
+
+<section class="intro">
+
+</section>
+
+<!-- /.intro -->
+
+<!-- C usage documentation. -->
+
+<section class="usage">
+
+### Usage
+
+```c
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+```
+
+#### stdlib_base_dists_hypergeometric_stdev( N, K, n )
+
+Returns the standard deviation of a hypergeometric distribution.
+
+```c
+double out = stdlib_base_dists_hypergeometric_stdev( 16, 11, 4 );
+// returns ~0.829
+```
+
+The function accepts the following arguments:
+
+-   **N**: `[in] double` population size.
+-   **K**: `[in] double` subpopulation size.
+-   **n**: `[in] double` number of draws.
+
+```c
+double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n );
+```
+
+</section>
+
+<!-- /.usage -->
+
+<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="notes">
+
+</section>
+
+<!-- /.notes -->
+
+<!-- C API usage examples. -->
+
+<section class="examples">
+
+### Examples
+
+```c
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+#include "stdlib/math/base/special/round.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+static double random_uniform( const double min, const double max ) {
+    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+    return min + ( v*(max-min) );
+}
+
+int main( void ) {
+    double N;
+    double K;
+    double n;
+    double sd;
+    int i;
+
+    for ( i = 0; i < 10; i++ ) {
+        N = stdlib_base_round(random_uniform(0.0, 20.0));
+        K = stdlib_base_round(random_uniform(0.0, N));
+        n = stdlib_base_round(random_uniform(0.0, K));
+        sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
+
+        printf( "N: %lf, K: %lf, n: %lf, Standard Deviation: %lf\n", N, K, n, sd );
+    }
+
+    return 0;
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
 <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
 
 <section class="references">

From 62b2f42b5f1f75e3368456840663ddb6fecef2b0 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sat, 11 Jan 2025 00:15:13 -0800
Subject: [PATCH 06/13] refactor: apply suggestions from previous PRs

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: passed
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: missing_dependencies
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: passed
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../base/dists/hypergeometric/stdev/README.md |  21 +-
 .../stdev/benchmark/c/benchmark.c             |  18 +-
 .../dists/hypergeometric/stdev/binding.gyp    | 267 ++++++++++--------
 .../hypergeometric/stdev/examples/c/example.c |  35 ++-
 .../dists/hypergeometric/stdev/include.gypi   |  53 ++--
 .../stats/base/dists/hypergeometric/stdev.h   |  50 ++--
 .../dists/hypergeometric/stdev/lib/native.js  |  18 +-
 .../dists/hypergeometric/stdev/src/main.c     |  30 +-
 8 files changed, 248 insertions(+), 244 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
index ec6bc611010c..f2af8aee6ba1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
@@ -175,7 +175,7 @@ for ( i = 0; i < 10; i++ ) {
 
 #### stdlib_base_dists_hypergeometric_stdev( N, K, n )
 
-Returns the standard deviation of a hypergeometric distribution.
+Returns the [standard deviation][standard-deviation] of a [hypergeometric][hypergeometric-distribution] distribution with parameters `N` (population size), `K` (subpopulation size), and `n` (number of draws).
 
 ```c
 double out = stdlib_base_dists_hypergeometric_stdev( 16, 11, 4 );
@@ -211,33 +211,30 @@ double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, c
 ### Examples
 
 ```c
-#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include "stdlib/math/base/special/round.h"
-#include <stdlib.h>
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include <stdio.h>
+#include <stdlib.h>
 
 static double random_uniform( const double min, const double max ) {
     double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
-    return min + ( v*(max-min) );
+    return min + ( v * ( max - min ) );
 }
 
 int main( void ) {
+    double sd;
     double N;
     double K;
     double n;
-    double sd;
     int i;
 
     for ( i = 0; i < 10; i++ ) {
-        N = stdlib_base_round(random_uniform(0.0, 20.0));
-        K = stdlib_base_round(random_uniform(0.0, N));
-        n = stdlib_base_round(random_uniform(0.0, K));
+        N = stdlib_base_round( random_uniform( 0.0, 20.0 ) );
+        K = stdlib_base_round( random_uniform( 0.0, N ) );
+        n = stdlib_base_round( random_uniform( 0.0, K ) );
         sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
-
-        printf( "N: %lf, K: %lf, n: %lf, Standard Deviation: %lf\n", N, K, n, sd );
+        printf( "N: %lf, K: %lf, n: %lf, SD(X;N,K,n): %lf\n", N, K, n, sd );
     }
-
-    return 0;
 }
 ```
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
index ce89f16ad097..30263dc351ff 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
@@ -16,11 +16,11 @@
 * limitations under the License.
 */
 
-#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include "stdlib/math/base/special/round.h"
-#include <stdlib.h>
-#include <stdio.h>
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include <math.h>
+#include <stdio.h>
+#include <stdlib.h>
 #include <time.h>
 #include <sys/time.h>
 
@@ -72,7 +72,7 @@ static void print_results( double elapsed ) {
 static double tic( void ) {
 	struct timeval now;
 	gettimeofday( &now, NULL );
-	return (double)now.tv_sec + (double)now.tv_usec/1.0e6;
+	return (double)now.tv_sec + (double)now.tv_usec / 1.0e6;
 }
 
 /**
@@ -84,7 +84,7 @@ static double tic( void ) {
 */
 static double random_uniform( const double min, const double max ) {
 	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
-	return min + ( v*(max-min) );
+	return min + ( v * ( max - min ) );
 }
 
 /**
@@ -102,9 +102,9 @@ static double benchmark( void ) {
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {
-		N[i] = stdlib_base_round(random_uniform(1.0, 100.0));
-		K[i] = stdlib_base_round(random_uniform(0.0, N[i]));
-		n[i] = stdlib_base_round(random_uniform(0.0, N[i]));
+		N[ i ] = stdlib_base_round( random_uniform( 1.0, 100.0 ) );
+		K[ i ] = stdlib_base_round( random_uniform( 0.0, N[ i ] ) );
+		n[ i ] = stdlib_base_round( random_uniform( 0.0, N[ i ] ) );
 	}
 
 	t = tic();
@@ -137,7 +137,7 @@ int main( void ) {
 		printf( "# c::%s\n", NAME );
 		elapsed = benchmark();
 		print_results( elapsed );
-		printf( "ok %d benchmark finished\n", i+1 );
+		printf( "ok %d benchmark finished\n", i + 1 );
 	}
 	print_summary( REPEATS, REPEATS );
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp
index 114dcb77c6aa..68a1ca11d160 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/binding.gyp
@@ -19,131 +19,152 @@
 # [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
 # [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
 {
-    # List of files to include in this file:
-    "includes": [
-        "./include.gypi",
-    ],
-    # Define variables to be used throughout the configuration for all targets:
-    "variables": {
-        # Target name should match the add-on export name:
-        "addon_target_name%": "addon",
-        # Set variables based on the host OS:
-        "conditions": [
-            [
-                'OS=="win"',
-                {
-                    # Define the object file suffix:
-                    "obj": "obj",
-                },
-                {
-                    # Define the object file suffix:
-                    "obj": "o",
-                },
-            ],  # end condition (OS=="win")
-        ],  # end conditions
-    },  # end variables
-    # Define compile targets:
-    "targets": [
-        # Target to generate an add-on:
+  # List of files to include in this file:
+  'includes': [
+    './include.gypi',
+  ],
+
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Target name should match the add-on export name:
+    'addon_target_name%': 'addon',
+
+    # Set variables based on the host OS:
+    'conditions': [
+      [
+        'OS=="win"',
         {
-            # The target name should match the add-on export name:
-            "target_name": "<(addon_target_name)",
-            # Define dependencies:
-            "dependencies": [],
-            # Define directories which contain relevant include headers:
-            "include_dirs": [
-                # Local include directory:
-                "<@(include_dirs)",
-            ],
-            # List of source files:
-            "sources": [
-                "<@(src_files)",
-                "src/addon.c",
-            ],
-            # Settings which should be applied when a target's object files are used as linker input:
-            "link_settings": {
-                # Define libraries:
-                "libraries": [
-                    "<@(libraries)",
-                ],
-                # Define library directories:
-                "library_dirs": [
-                    "<@(library_dirs)",
-                ],
-            },
-            # C/C++ compiler flags:
-            "cflags": [
-                # Enable commonly used warning options:
-                "-Wall",
-                # Aggressive optimization:
-                "-O3",
-            ],
-            # C specific compiler flags:
-            "cflags_c": [
-                # Specify the C standard to which a program is expected to conform:
-                "-std=c99",
+          # Define the object file suffix:
+          'obj': 'obj',
+        },
+        {
+          # Define the object file suffix:
+          'obj': 'o',
+        }
+      ], # end condition (OS=="win")
+    ], # end conditions
+  }, # end variables
+
+  # Define compile targets:
+  'targets': [
+
+    # Target to generate an add-on:
+    {
+      # The target name should match the add-on export name:
+      'target_name': '<(addon_target_name)',
+
+      # Define dependencies:
+      'dependencies': [],
+
+      # Define directories which contain relevant include headers:
+      'include_dirs': [
+        # Local include directory:
+        '<@(include_dirs)',
+      ],
+
+      # List of source files:
+      'sources': [
+        '<@(src_files)',
+      ],
+
+      # Settings which should be applied when a target's object files are used as linker input:
+      'link_settings': {
+        # Define libraries:
+        'libraries': [
+          '<@(libraries)',
+        ],
+
+        # Define library directories:
+        'library_dirs': [
+          '<@(library_dirs)',
+        ],
+      },
+
+      # C/C++ compiler flags:
+      'cflags': [
+        # Enable commonly used warning options:
+        '-Wall',
+
+        # Aggressive optimization:
+        '-O3',
+      ],
+
+      # C specific compiler flags:
+      'cflags_c': [
+        # Specify the C standard to which a program is expected to conform:
+        '-std=c99',
+      ],
+
+      # C++ specific compiler flags:
+      'cflags_cpp': [
+        # Specify the C++ standard to which a program is expected to conform:
+        '-std=c++11',
+      ],
+
+      # Linker flags:
+      'ldflags': [],
+
+      # Apply conditions based on the host OS:
+      'conditions': [
+        [
+          'OS=="mac"',
+          {
+            # Linker flags:
+            'ldflags': [
+              '-undefined dynamic_lookup',
+              '-Wl,-no-pie',
+              '-Wl,-search_paths_first',
             ],
-            # C++ specific compiler flags:
-            "cflags_cpp": [
-                # Specify the C++ standard to which a program is expected to conform:
-                "-std=c++11",
+          },
+        ], # end condition (OS=="mac")
+        [
+          'OS!="win"',
+          {
+            # C/C++ flags:
+            'cflags': [
+              # Generate platform-independent code:
+              '-fPIC',
             ],
-            # Linker flags:
-            "ldflags": [],
-            # Apply conditions based on the host OS:
-            "conditions": [
-                [
-                    'OS=="mac"',
-                    {
-                        # Linker flags:
-                        "ldflags": [
-                            "-undefined dynamic_lookup",
-                            "-Wl,-no-pie",
-                            "-Wl,-search_paths_first",
-                        ],
-                    },
-                ],  # end condition (OS=="mac")
-                [
-                    'OS!="win"',
-                    {
-                        # C/C++ flags:
-                        "cflags": [
-                            # Generate platform-independent code:
-                            "-fPIC",
-                        ],
-                    },
-                ],  # end condition (OS!="win")
-            ],  # end conditions
-        },  # end target <(addon_target_name)
-        # Target to copy a generated add-on to a standard location:
+          },
+        ], # end condition (OS!="win")
+      ], # end conditions
+    }, # end target <(addon_target_name)
+
+    # Target to copy a generated add-on to a standard location:
+    {
+      'target_name': 'copy_addon',
+
+      # Declare that the output of this target is not linked:
+      'type': 'none',
+
+      # Define dependencies:
+      'dependencies': [
+        # Require that the add-on be generated before building this target:
+        '<(addon_target_name)',
+      ],
+
+      # Define a list of actions:
+      'actions': [
         {
-            "target_name": "copy_addon",
-            # Declare that the output of this target is not linked:
-            "type": "none",
-            # Define dependencies:
-            "dependencies": [
-                # Require that the add-on be generated before building this target:
-                "<(addon_target_name)",
-            ],
-            # Define a list of actions:
-            "actions": [
-                {
-                    "action_name": "copy_addon",
-                    "message": "Copying addon...",
-                    # Explicitly list the inputs in the command-line invocation below:
-                    "inputs": [],
-                    # Declare the expected outputs:
-                    "outputs": [
-                        "<(addon_output_dir)/<(addon_target_name).node",
-                    ],
-                    # Define the command-line invocation:
-                    "action": [
-                        "cp",
-                        "<(PRODUCT_DIR)/<(addon_target_name).node",
-                        "<(addon_output_dir)/<(addon_target_name).node",
-                    ],
-                },
-            ],  # end actions
-        },  # end target copy_addon
-    ],  # end targets
+          'action_name': 'copy_addon',
+          'message': 'Copying addon...',
+
+          # Explicitly list the inputs in the command-line invocation below:
+          'inputs': [],
+
+          # Declare the expected outputs:
+          'outputs': [
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+
+          # Define the command-line invocation:
+          'action': [
+            'cp',
+            '<(PRODUCT_DIR)/<(addon_target_name).node',
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+        },
+      ], # end actions
+    }, # end target copy_addon
+  ], # end targets
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
index c07ff14b2d99..4796dad76b11 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
@@ -16,31 +16,28 @@
 * limitations under the License.
 */
 
-#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include "stdlib/math/base/special/round.h"
-#include <stdlib.h>
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include <stdio.h>
+#include <stdlib.h>
 
 static double random_uniform( const double min, const double max ) {
-    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
-    return min + ( v*(max-min) );
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v * ( max - min ) );
 }
 
 int main( void ) {
-    double N;
-    double K;
-    double n;
-    double sd;
-    int i;
-
-    for ( i = 0; i < 10; i++ ) {
-        N = stdlib_base_round(random_uniform(0.0, 20.0));
-        K = stdlib_base_round(random_uniform(0.0, N));
-        n = stdlib_base_round(random_uniform(0.0, K));
-        sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
-
-        printf( "N: %lf, K: %lf, n: %lf, Standard Deviation: %lf\n", N, K, n, sd );
-    }
+	double sd;
+	double N;
+	double K;
+	double n;
+	int i;
 
-    return 0;
+	for ( i = 0; i < 10; i++ ) {
+		N = stdlib_base_round( random_uniform( 0.0, 20.0 ) );
+		K = stdlib_base_round( random_uniform( 0.0, N ) );
+		n = stdlib_base_round( random_uniform( 0.0, K ) );
+		sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
+		printf( "N: %lf, K: %lf, n: %lf, SD(X;N,K,n): %lf\n", N, K, n, sd );
+	}
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi
index 235be47d6d3b..ecfaf82a3279 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include.gypi
@@ -21,28 +21,33 @@
 # [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
 # [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
 {
-    # Define variables to be used throughout the configuration for all targets:
-    "variables": {
-        # Source directory:
-        "src_dir": "./src",
-        # Include directories:
-        "include_dirs": [
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-        # Add-on destination directory:
-        "addon_output_dir": "./src",
-        # Source files:
-        "src_files": [
-            "<(src_dir)/addon.c",
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-        # Library dependencies:
-        "libraries": [
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-        # Library directories:
-        "library_dirs": [
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-    },  # end variables
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Source directory:
+    'src_dir': './src',
+
+    # Include directories:
+    'include_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Add-on destination directory:
+    'addon_output_dir': './src',
+
+    # Source files:
+    'src_files': [
+      '<(src_dir)/addon.c',
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library dependencies:
+    'libraries': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library directories:
+    'library_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+  }, # end variables
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
index 2280bc37e725..34f9581e379e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
@@ -1,39 +1,39 @@
 /**
- * @license Apache-2.0
- *
- * Copyright (c) 2025 The Stdlib Authors.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *    http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
+* @license Apache-2.0
+*
+* Copyright (c) 2018 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
 
 #ifndef STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
 #define STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
 
 /*
- * If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
- */
+* If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
+*/
 #ifdef __cplusplus
 extern "C" {
 #endif
 
 /**
- * Returns the standard deviation of a hypergeometric distribution with population size `N`, subpopulation size `K`, and number of draws `n`.
- *
- * @param N    population size
- * @param K    subpopulation size
- * @param n    number of draws
- * @return     standard deviation of the distribution
- */
+* Returns the standard deviation of a hypergeometric distribution with population size `N`, subpopulation size `K`, and number of draws `n`.
+*
+* @param N    population size
+* @param K    subpopulation size
+* @param n    number of draws
+* @return     standard deviation of the distribution
+*/
 double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n );
 
 #ifdef __cplusplus
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
index e61824728812..2113d4137759 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
@@ -35,39 +35,39 @@ var addon = require( './../src/addon.node' );
 * @returns {number} standard deviation
 *
 * @example
-* var sd = stdev( 16, 11, 4 );
+* var v = stdev( 16, 11, 4 );
 * // returns ~0.829
 *
 * @example
-* var sd = stdev( 2, 1, 1 );
+* var v = stdev( 2, 1, 1 );
 * // returns 0.5
 *
 * @example
-* var sd = stdev( 10, 5, 12 );
+* var v = stdev( 10, 5, 12 );
 * // returns NaN
 *
 * @example
-* var sd = stdev( 10.3, 10, 4 );
+* var v = stdev( 10.3, 10, 4 );
 * // returns NaN
 *
 * @example
-* var sd = stdev( 10, 5.5, 4 );
+* var v = stdev( 10, 5.5, 4 );
 * // returns NaN
 *
 * @example
-* var sd = stdev( 10, 5, 4.5 );
+* var v = stdev( 10, 5, 4.5 );
 * // returns NaN
 *
 * @example
-* var sd = stdev( NaN, 10, 4 );
+* var v = stdev( NaN, 10, 4 );
 * // returns NaN
 *
 * @example
-* var sd = stdev( 20, NaN, 4 );
+* var v = stdev( 20, NaN, 4 );
 * // returns NaN
 *
 * @example
-* var sd = stdev( 20, 10, NaN );
+* var v = stdev( 20, 10, NaN );
 * // returns NaN
 */
 function stdev( N, K, n ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
index b2da50296e4c..5e491061be0d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -16,8 +16,8 @@
 * limitations under the License.
 */
 
-#include "stdlib/math/base/assert/is_nonnegative_integer.h"
 #include "stdlib/constants/float64/pinf.h"
+#include "stdlib/math/base/assert/is_nonnegative_integer.h"
 #include "stdlib/math/base/special/sqrt.h"
 
 /**
@@ -26,33 +26,17 @@
 * @param N    population size
 * @param K    subpopulation size
 * @param n    number of draws
-* @return     standard deviation of the distribution, or NaN if inputs are invalid
+* @return     standard deviation
 *
 * @example
 * double sd = stdlib_base_dists_hypergeometric_stdev( 16, 11, 4 );
 * // returns ~0.829
-*
-* @example
-* double sd = stdlib_base_dists_hypergeometric_stdev( 2, 1, 1 );
-* // returns 0.5
-*
-* @example
-* double sd = stdlib_base_dists_hypergeometric_stdev( 10, 5, 12 );
-* // returns NaN
 */
 double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n ) {
-    if (
-        !stdlib_base_is_nonnegative_integer( N ) ||
-        !stdlib_base_is_nonnegative_integer( K ) ||
-        !stdlib_base_is_nonnegative_integer( n ) ||
-        N == STDLIB_CONSTANT_FLOAT64_PINF ||
-        K == STDLIB_CONSTANT_FLOAT64_PINF ||
-        K > N ||
-        n > N
-    ) {
-        return NAN;
-    }
+	if ( !stdlib_base_is_nonnegative_integer( N ) || !stdlib_base_is_nonnegative_integer( K ) || !stdlib_base_is_nonnegative_integer( n ) || N == STDLIB_CONSTANT_FLOAT64_PINF || K == STDLIB_CONSTANT_FLOAT64_PINF || K > N || n > N ) {
+		return NAN;
+	}
 
-    double variance = n * (K / N) * ((N - K) / N) * ((N - n) / (N - 1));
-    return stdlib_base_sqrt( variance );
+	double variance = n * ( K / N ) * ( ( N - K ) / N ) * ( ( N - n ) / ( N - 1 ) );
+	return stdlib_base_sqrt( variance );
 }

From 1d5e74dba23bd83ae38c00ef59a981ac3637f303 Mon Sep 17 00:00:00 2001
From: stdlib-bot <82920195+stdlib-bot@users.noreply.github.com>
Date: Sat, 11 Jan 2025 08:18:30 +0000
Subject: [PATCH 07/13] chore: update copyright years

---
 .../include/stdlib/stats/base/dists/hypergeometric/stdev.h      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
index 34f9581e379e..414ee5a024a7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2018 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.

From 4eb00425b600834f65b266a560fe599ab30ae71f Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Mon, 13 Jan 2025 20:33:05 -0800
Subject: [PATCH 08/13] refactor: added include in main.c and fixed the JS
 benchmark number generation

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: passed
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../base/dists/hypergeometric/stdev/benchmark/benchmark.js     | 3 ++-
 .../dists/hypergeometric/stdev/benchmark/benchmark.native.js   | 3 ++-
 .../@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c   | 1 +
 3 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js
index 536b57ba0ad8..0d2ff9c00440 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js
@@ -23,6 +23,7 @@
 var bench = require( '@stdlib/bench' );
 var floor = require( '@stdlib/math/base/special/floor' );
 var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var ceil = require( '@stdlib/math/base/special/ceil' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
@@ -40,7 +41,7 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		N = ceil( randu()*100.0 ) + 1.0;
+		N = ceil( uniform( 1.0, 100.0 ) );
 		K = floor( randu()*N );
 		n = floor( randu()*N );
 		y = stdev( N, K, n );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
index ed4896f6d7aa..a5e8256030ba 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
@@ -24,6 +24,7 @@ var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
 var Float64Array = require( '@stdlib/array/float64' );
 var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var floor = require( '@stdlib/math/base/special/floor' );
@@ -53,7 +54,7 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	K = new Float64Array( len );
 	n = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		N[ i ] = floor( ( randu() * 90.0 ) + 10.0 );
+		N[ i ] = floor( uniform( 1.0, 100.0 ) );
 		K[ i ] = floor( randu() * N[ i ] );
 		n[ i ] = floor( randu() * N[ i ] );
 	}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
index 5e491061be0d..54f3cb2c9610 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -19,6 +19,7 @@
 #include "stdlib/constants/float64/pinf.h"
 #include "stdlib/math/base/assert/is_nonnegative_integer.h"
 #include "stdlib/math/base/special/sqrt.h"
+#include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 
 /**
 * Returns the standard deviation of a hypergeometric distribution.

From 3bf90aeb76b68c93409e39f6360b40dea02c1b2f Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Tue, 28 Jan 2025 22:52:10 -0800
Subject: [PATCH 09/13] fix: correct hypergeometric standard deviation
 implementation

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: passed
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: missing_dependencies
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: passed
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: passed
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: passed
---
---
 .../base/dists/hypergeometric/stdev/README.md | 27 ++++++------
 .../stdev/benchmark/benchmark.js              | 22 ++++++----
 .../stdev/benchmark/benchmark.native.js       | 10 ++---
 .../stdev/benchmark/c/benchmark.c             | 18 ++++----
 .../hypergeometric/stdev/examples/c/example.c | 19 +++++----
 .../stats/base/dists/hypergeometric/stdev.h   | 11 ++---
 .../dists/hypergeometric/stdev/lib/native.js  | 10 ++---
 .../dists/hypergeometric/stdev/manifest.json  |  9 ++--
 .../dists/hypergeometric/stdev/src/addon.c    |  4 +-
 .../dists/hypergeometric/stdev/src/main.c     | 16 ++++----
 .../hypergeometric/stdev/test/test.native.js  | 41 -------------------
 11 files changed, 73 insertions(+), 114 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
index f2af8aee6ba1..4c3186c0e150 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/README.md
@@ -184,12 +184,12 @@ double out = stdlib_base_dists_hypergeometric_stdev( 16, 11, 4 );
 
 The function accepts the following arguments:
 
--   **N**: `[in] double` population size.
--   **K**: `[in] double` subpopulation size.
--   **n**: `[in] double` number of draws.
+-   **N**: `[in] int32_t` population size.
+-   **K**: `[in] int32_t` subpopulation size.
+-   **n**: `[in] int32_t` number of draws.
 
 ```c
-double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n );
+double stdlib_base_dists_hypergeometric_stdev( const int32_t N, const int32_t K, const int32_t n );
 ```
 
 </section>
@@ -211,10 +211,11 @@ double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, c
 ### Examples
 
 ```c
-#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/hypergeometric/stdev.h"
-#include <stdio.h>
+#include "stdlib/math/base/special/ceil.h"
 #include <stdlib.h>
+#include <stdint.h>
+#include <stdio.h>
 
 static double random_uniform( const double min, const double max ) {
     double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
@@ -223,17 +224,17 @@ static double random_uniform( const double min, const double max ) {
 
 int main( void ) {
     double sd;
-    double N;
-    double K;
-    double n;
+    int32_t N;
+    int32_t K;
+    int32_t n;
     int i;
 
     for ( i = 0; i < 10; i++ ) {
-        N = stdlib_base_round( random_uniform( 0.0, 20.0 ) );
-        K = stdlib_base_round( random_uniform( 0.0, N ) );
-        n = stdlib_base_round( random_uniform( 0.0, K ) );
+        N = stdlib_base_ceil( random_uniform( 2.0, 100.0 ) );
+        K = stdlib_base_ceil( random_uniform( 0.0, N ) );
+        n = stdlib_base_ceil( random_uniform( 0.0, N ) );
         sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
-        printf( "N: %lf, K: %lf, n: %lf, SD(X;N,K,n): %lf\n", N, K, n, sd );
+        printf( "N: %d, K: %d, n: %d, SD(X;N,K,n): %lf\n", N, K, n, sd );
     }
 }
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js
index 0d2ff9c00440..6083dc09683c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.js
@@ -21,10 +21,8 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var floor = require( '@stdlib/math/base/special/floor' );
-var randu = require( '@stdlib/random/base/randu' );
-var uniform = require( '@stdlib/random/base/uniform' );
-var ceil = require( '@stdlib/math/base/special/ceil' );
+var Float64Array = require( '@stdlib/array/float64' );
+var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var stdev = require( './../lib' );
@@ -33,18 +31,26 @@ var stdev = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var N;
 	var K;
 	var n;
 	var y;
 	var i;
 
+	len = 100;
+	N = new Float64Array( len );
+	K = new Float64Array( len );
+	n = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		N[ i ] = discreteUniform( 2, 100 );
+		n[ i ] = discreteUniform( 0, N[ i ] );
+		K[ i ] = discreteUniform( 0, N[ i ] );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		N = ceil( uniform( 1.0, 100.0 ) );
-		K = floor( randu()*N );
-		n = floor( randu()*N );
-		y = stdev( N, K, n );
+		y = stdev( N[ i % len ], K[ i % len ], n[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
index a5e8256030ba..ce85da0b6356 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/benchmark.native.js
@@ -23,11 +23,9 @@
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
 var Float64Array = require( '@stdlib/array/float64' );
-var randu = require( '@stdlib/random/base/randu' );
-var uniform = require( '@stdlib/random/base/uniform' );
+var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
-var floor = require( '@stdlib/math/base/special/floor' );
 var pkg = require( './../package.json' ).name;
 
 
@@ -54,9 +52,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	K = new Float64Array( len );
 	n = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		N[ i ] = floor( uniform( 1.0, 100.0 ) );
-		K[ i ] = floor( randu() * N[ i ] );
-		n[ i ] = floor( randu() * N[ i ] );
+		N[ i ] = discreteUniform( 2, 100 );
+		n[ i ] = discreteUniform( 0, N[ i ] );
+		K[ i ] = discreteUniform( 0, N[ i ] );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
index 30263dc351ff..9b3f613d7795 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
@@ -16,11 +16,11 @@
 * limitations under the License.
 */
 
-#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/hypergeometric/stdev.h"
-#include <math.h>
-#include <stdio.h>
+#include "stdlib/math/base/special/ceil.h"
 #include <stdlib.h>
+#include <stdint.h>
+#include <stdio.h>
 #include <time.h>
 #include <sys/time.h>
 
@@ -94,17 +94,17 @@ static double random_uniform( const double min, const double max ) {
 */
 static double benchmark( void ) {
 	double elapsed;
-	double N[ 100 ];
-	double K[ 100 ];
-	double n[ 100 ];
+	int32_t N[ 100 ];
+	int32_t K[ 100 ];
+	int32_t n[ 100 ];
 	double sd;
 	double t;
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {
-		N[ i ] = stdlib_base_round( random_uniform( 1.0, 100.0 ) );
-		K[ i ] = stdlib_base_round( random_uniform( 0.0, N[ i ] ) );
-		n[ i ] = stdlib_base_round( random_uniform( 0.0, N[ i ] ) );
+		N[ i ] = stdlib_base_ceil( random_uniform( 2.0, 100.0 ) );
+		K[ i ] = stdlib_base_ceil( random_uniform( 0.0, N[ i ] ) );
+		n[ i ] = stdlib_base_ceil( random_uniform( 0.0, N[ i ] ) );
 	}
 
 	t = tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
index 4796dad76b11..7bd17ac3f89d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/examples/c/example.c
@@ -16,10 +16,11 @@
 * limitations under the License.
 */
 
-#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/hypergeometric/stdev.h"
-#include <stdio.h>
+#include "stdlib/math/base/special/ceil.h"
 #include <stdlib.h>
+#include <stdint.h>
+#include <stdio.h>
 
 static double random_uniform( const double min, const double max ) {
 	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
@@ -28,16 +29,16 @@ static double random_uniform( const double min, const double max ) {
 
 int main( void ) {
 	double sd;
-	double N;
-	double K;
-	double n;
+	int32_t N;
+	int32_t K;
+	int32_t n;
 	int i;
 
 	for ( i = 0; i < 10; i++ ) {
-		N = stdlib_base_round( random_uniform( 0.0, 20.0 ) );
-		K = stdlib_base_round( random_uniform( 0.0, N ) );
-		n = stdlib_base_round( random_uniform( 0.0, K ) );
+		N = stdlib_base_ceil( random_uniform( 2.0, 100.0 ) );
+		K = stdlib_base_ceil( random_uniform( 0.0, N ) );
+		n = stdlib_base_ceil( random_uniform( 0.0, N ) );
 		sd = stdlib_base_dists_hypergeometric_stdev( N, K, n );
-		printf( "N: %lf, K: %lf, n: %lf, SD(X;N,K,n): %lf\n", N, K, n, sd );
+		printf( "N: %d, K: %d, n: %d, SD(X;N,K,n): %lf\n", N, K, n, sd );
 	}
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
index 414ee5a024a7..f31bd5778cfa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/include/stdlib/stats/base/dists/hypergeometric/stdev.h
@@ -19,6 +19,8 @@
 #ifndef STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
 #define STDLIB_STATS_BASE_DISTS_HYPERGEOMETRIC_STDEV_H
 
+#include <stdint.h>
+
 /*
 * If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
 */
@@ -27,14 +29,9 @@ extern "C" {
 #endif
 
 /**
-* Returns the standard deviation of a hypergeometric distribution with population size `N`, subpopulation size `K`, and number of draws `n`.
-*
-* @param N    population size
-* @param K    subpopulation size
-* @param n    number of draws
-* @return     standard deviation of the distribution
+* Returns the standard deviation of a hypergeometric distribution.
 */
-double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n );
+double stdlib_base_dists_hypergeometric_stdev( const int32_t N, const int32_t K, const int32_t n );
 
 #ifdef __cplusplus
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
index 2113d4137759..28e31ba0efc9 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
@@ -26,13 +26,13 @@ var addon = require( './../src/addon.node' );
 // MAIN //
 
 /**
-* Returns the standard deviation of a hypergeometric distribution with population size `N`, subpopulation size `K`, and number of draws `n`.
+* Returns the standard deviation of a hypergeometric distribution.
 *
 * @private
-* @param {number} N - population size
-* @param {number} K - subpopulation size
-* @param {number} n - number of draws
-* @returns {number} standard deviation
+* @param {NonNegativeInteger} N - population size
+* @param {NonNegativeInteger} K - subpopulation size
+* @param {NonNegativeInteger} n - number of draws
+* @returns {NonNegativeNumber} standard deviation
 *
 * @example
 * var v = stdev( 16, 11, 4 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
index ff98a80b234d..a004cee4e823 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
@@ -39,7 +39,6 @@
       "libpath": [],
       "dependencies": [
         "@stdlib/math/base/napi/ternary",
-        "@stdlib/math/base/assert/is-nonnegative-integer",
         "@stdlib/constants/float64/pinf",
         "@stdlib/math/base/special/sqrt"
       ]
@@ -56,10 +55,9 @@
       "libraries": [],
       "libpath": [],
       "dependencies": [
-        "@stdlib/math/base/assert/is-nonnegative-integer",
         "@stdlib/constants/float64/pinf",
         "@stdlib/math/base/special/sqrt",
-        "@stdlib/math/base/special/round"
+        "@stdlib/math/base/special/ceil"
       ]
     },
     {
@@ -74,10 +72,9 @@
       "libraries": [],
       "libpath": [],
       "dependencies": [
-        "@stdlib/math/base/assert/is-nonnegative-integer",
-        "@stdlib/math/base/special/round",
         "@stdlib/constants/float64/pinf",
-        "@stdlib/math/base/special/sqrt"
+        "@stdlib/math/base/special/sqrt",
+        "@stdlib/math/base/special/ceil"
       ]
     }
   ]
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c
index b4724e6bc9db..45a90cc2da28 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/addon.c
@@ -16,8 +16,8 @@
 * limitations under the License.
 */
 
-#include "stdlib/math/base/napi/ternary.h"
 #include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+#include "stdlib/math/base/napi/ternary.h"
 
 // cppcheck-suppress shadowFunction
-STDLIB_MATH_BASE_NAPI_MODULE_DDD_D( stdlib_base_dists_hypergeometric_stdev )
+STDLIB_MATH_BASE_NAPI_MODULE_III_D( stdlib_base_dists_hypergeometric_stdev )
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
index 54f3cb2c9610..9d1737104ba4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -16,10 +16,10 @@
 * limitations under the License.
 */
 
-#include "stdlib/constants/float64/pinf.h"
-#include "stdlib/math/base/assert/is_nonnegative_integer.h"
-#include "stdlib/math/base/special/sqrt.h"
 #include "stdlib/stats/base/dists/hypergeometric/stdev.h"
+#include "stdlib/math/base/special/sqrt.h"
+#include "stdlib/constants/float64/pinf.h"
+#include <stdint.h>
 
 /**
 * Returns the standard deviation of a hypergeometric distribution.
@@ -33,11 +33,11 @@
 * double sd = stdlib_base_dists_hypergeometric_stdev( 16, 11, 4 );
 * // returns ~0.829
 */
-double stdlib_base_dists_hypergeometric_stdev( const double N, const double K, const double n ) {
-	if ( !stdlib_base_is_nonnegative_integer( N ) || !stdlib_base_is_nonnegative_integer( K ) || !stdlib_base_is_nonnegative_integer( n ) || N == STDLIB_CONSTANT_FLOAT64_PINF || K == STDLIB_CONSTANT_FLOAT64_PINF || K > N || n > N ) {
-		return NAN;
+double stdlib_base_dists_hypergeometric_stdev( const int32_t N, const int32_t K, const int32_t n ) {
+	if (  N < 0 || K < 0 || n < 0 || N == STDLIB_CONSTANT_FLOAT64_PINF || K == STDLIB_CONSTANT_FLOAT64_PINF || K > N || n > N ) {
+		return 0.0/0.0; // NaN
 	}
-
-	double variance = n * ( K / N ) * ( ( N - K ) / N ) * ( ( N - n ) / ( N - 1 ) );
+	double p = (double)K / (double)N;
+	double variance = n * p * ( 1.0 - p ) * ( (double)(N-n) / (double)(N-1) );
 	return stdlib_base_sqrt( variance );
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js
index 69637bbad9b0..8d25286e7138 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/test/test.native.js
@@ -25,7 +25,6 @@ var tape = require( 'tape' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var abs = require( '@stdlib/math/base/special/abs' );
-var PINF = require( '@stdlib/constants/float64/pinf' );
 var EPS = require( '@stdlib/constants/float64/eps' );
 
 
@@ -50,79 +49,39 @@ tape( 'main export is a function', opts, function test( t ) {
 	t.end();
 });
 
-tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, function test( t ) {
-	var v = stdev( NaN, 10, 4 );
-	t.equal( isnan( v ), true, 'returns NaN' );
-
-	v = stdev( 20, NaN, 4 );
-	t.equal( isnan( v ), true, 'returns NaN' );
-
-	v = stdev( 20, 10, NaN );
-	t.equal( isnan( v ), true, 'returns NaN' );
-
-	t.end();
-});
-
 tape( 'if provided an `N` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
 	var v;
 
-	v = stdev( 10.5, 4, 2 );
-	t.equal( isnan( v ), true, 'returns NaN' );
-
 	v = stdev( -2, 4, 2 );
 	t.equal( isnan( v ), true, 'returns NaN' );
 
 	v = stdev( -1, 4, 2 );
 	t.equal( isnan( v ), true, 'returns NaN' );
 
-	v = stdev( 20.5, 10, 5 );
-	t.equal( isnan( v ), true, 'returns NaN' );
-
-	v = stdev( PINF, 10, 5 );
-	t.equal( isnan( v ), true, 'returns NaN' );
-
 	t.end();
 });
 
 tape( 'if provided an `K` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
 	var y;
 
-	y = stdev( 20, 3.5, 10 );
-	t.equal( isnan( y ), true, 'returns NaN' );
-
 	y = stdev( 20, -2, 10 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
 	y = stdev( 20, -1, 10 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
-	y = stdev( 20, 2.5, 10 );
-	t.equal( isnan( y ), true, 'returns NaN' );
-
-	y = stdev( 20, PINF, 10 );
-	t.equal( isnan( y ), true, 'returns NaN' );
-
 	t.end();
 });
 
 tape( 'if provided an `n` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
 	var y;
 
-	y = stdev( 40, 20, 3.5 );
-	t.equal( isnan( y ), true, 'returns NaN' );
-
 	y = stdev( 40, 20, -2 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
 	y = stdev( 40, 20, -1 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
-	y = stdev( 40, 20, 2.5 );
-	t.equal( isnan( y ), true, 'returns NaN' );
-
-	y = stdev( 40, 20, PINF );
-	t.equal( isnan( y ), true, 'returns NaN' );
-
 	t.end();
 });
 

From 83bde37004d09a5242f7d7be80af0c180a3e11a7 Mon Sep 17 00:00:00 2001
From: Karan Anand <119553199+anandkaranubc@users.noreply.github.com>
Date: Tue, 28 Jan 2025 23:13:52 -0800
Subject: [PATCH 10/13] chore: fix variable order

Signed-off-by: Karan Anand <119553199+anandkaranubc@users.noreply.github.com>
---
 .../base/dists/hypergeometric/stdev/benchmark/c/benchmark.c     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
index 9b3f613d7795..473d3bbc9f23 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
@@ -94,10 +94,10 @@ static double random_uniform( const double min, const double max ) {
 */
 static double benchmark( void ) {
 	double elapsed;
+	double sd;
 	int32_t N[ 100 ];
 	int32_t K[ 100 ];
 	int32_t n[ 100 ];
-	double sd;
 	double t;
 	int i;
 

From a47ec2ab36a0e45747ba4d5d267cdef66f47a9e5 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Wed, 29 Jan 2025 00:03:54 -0800
Subject: [PATCH 11/13] chore: follow code convention

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: passed
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stdev/benchmark/c/benchmark.c              |  8 ++++----
 .../dists/hypergeometric/stdev/lib/native.js   | 18 +++---------------
 .../base/dists/hypergeometric/stdev/src/main.c |  7 +++++--
 3 files changed, 12 insertions(+), 21 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
index 473d3bbc9f23..7bf2ed405988 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
@@ -94,10 +94,10 @@ static double random_uniform( const double min, const double max ) {
 */
 static double benchmark( void ) {
 	double elapsed;
-	double sd;
 	int32_t N[ 100 ];
 	int32_t K[ 100 ];
 	int32_t n[ 100 ];
+	double y;
 	double t;
 	int i;
 
@@ -109,14 +109,14 @@ static double benchmark( void ) {
 
 	t = tic();
 	for ( i = 0; i < ITERATIONS; i++ ) {
-		sd = stdlib_base_dists_hypergeometric_stdev( N[ i % 100 ], K[ i % 100 ], n[ i % 100 ] );
-		if ( sd != sd ) {
+		y = stdlib_base_dists_hypergeometric_stdev( N[ i % 100 ], K[ i % 100 ], n[ i % 100 ] );
+		if ( y != y ) {
 			printf( "should not return NaN\n" );
 			break;
 		}
 	}
 	elapsed = tic() - t;
-	if ( sd != sd ) {
+	if ( y != y ) {
 		printf( "should not return NaN\n" );
 	}
 	return elapsed;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
index 28e31ba0efc9..3d91993f46e0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/lib/native.js
@@ -47,27 +47,15 @@ var addon = require( './../src/addon.node' );
 * // returns NaN
 *
 * @example
-* var v = stdev( 10.3, 10, 4 );
+* var v = stdev( -2, 4, 2 );
 * // returns NaN
 *
 * @example
-* var v = stdev( 10, 5.5, 4 );
+* var v = stdev( 20, -2, 10 );
 * // returns NaN
 *
 * @example
-* var v = stdev( 10, 5, 4.5 );
-* // returns NaN
-*
-* @example
-* var v = stdev( NaN, 10, 4 );
-* // returns NaN
-*
-* @example
-* var v = stdev( 20, NaN, 4 );
-* // returns NaN
-*
-* @example
-* var v = stdev( 20, 10, NaN );
+* var v = stdev( 40, 20, -2 );
 * // returns NaN
 */
 function stdev( N, K, n ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
index 9d1737104ba4..6d2524e19650 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -34,10 +34,13 @@
 * // returns ~0.829
 */
 double stdlib_base_dists_hypergeometric_stdev( const int32_t N, const int32_t K, const int32_t n ) {
+	double variance;
+	double p;
+
 	if (  N < 0 || K < 0 || n < 0 || N == STDLIB_CONSTANT_FLOAT64_PINF || K == STDLIB_CONSTANT_FLOAT64_PINF || K > N || n > N ) {
 		return 0.0/0.0; // NaN
 	}
-	double p = (double)K / (double)N;
-	double variance = n * p * ( 1.0 - p ) * ( (double)(N-n) / (double)(N-1) );
+	p = (double)K / (double)N;
+	variance = n * p * ( 1.0 - p ) * ( (double)(N-n) / (double)(N-1) );
 	return stdlib_base_sqrt( variance );
 }

From 1d9c995d7cbff76cdc834eab7e707528ed6fc8c8 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Fri, 28 Feb 2025 19:26:40 -0800
Subject: [PATCH 12/13] fix: remove infinity check in C implementation

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: passed
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: passed
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../base/dists/hypergeometric/stdev/benchmark/c/benchmark.c   | 4 ++--
 .../stats/base/dists/hypergeometric/stdev/manifest.json       | 3 ---
 .../@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c  | 3 +--
 3 files changed, 3 insertions(+), 7 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
index 7bf2ed405988..2fca54278b58 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/benchmark/c/benchmark.c
@@ -93,10 +93,10 @@ static double random_uniform( const double min, const double max ) {
 * @return elapsed time in seconds
 */
 static double benchmark( void ) {
-	double elapsed;
 	int32_t N[ 100 ];
 	int32_t K[ 100 ];
 	int32_t n[ 100 ];
+	double elapsed;
 	double y;
 	double t;
 	int i;
@@ -109,7 +109,7 @@ static double benchmark( void ) {
 
 	t = tic();
 	for ( i = 0; i < ITERATIONS; i++ ) {
-		y = stdlib_base_dists_hypergeometric_stdev( N[ i % 100 ], K[ i % 100 ], n[ i % 100 ] );
+		y = stdlib_base_dists_hypergeometric_stdev( N[ i%100 ], K[ i%100 ], n[ i%100 ] );
 		if ( y != y ) {
 			printf( "should not return NaN\n" );
 			break;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
index a004cee4e823..4229e8aea358 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/manifest.json
@@ -39,7 +39,6 @@
       "libpath": [],
       "dependencies": [
         "@stdlib/math/base/napi/ternary",
-        "@stdlib/constants/float64/pinf",
         "@stdlib/math/base/special/sqrt"
       ]
     },
@@ -55,7 +54,6 @@
       "libraries": [],
       "libpath": [],
       "dependencies": [
-        "@stdlib/constants/float64/pinf",
         "@stdlib/math/base/special/sqrt",
         "@stdlib/math/base/special/ceil"
       ]
@@ -72,7 +70,6 @@
       "libraries": [],
       "libpath": [],
       "dependencies": [
-        "@stdlib/constants/float64/pinf",
         "@stdlib/math/base/special/sqrt",
         "@stdlib/math/base/special/ceil"
       ]
diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
index 6d2524e19650..5654180cb284 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -18,7 +18,6 @@
 
 #include "stdlib/stats/base/dists/hypergeometric/stdev.h"
 #include "stdlib/math/base/special/sqrt.h"
-#include "stdlib/constants/float64/pinf.h"
 #include <stdint.h>
 
 /**
@@ -37,7 +36,7 @@ double stdlib_base_dists_hypergeometric_stdev( const int32_t N, const int32_t K,
 	double variance;
 	double p;
 
-	if (  N < 0 || K < 0 || n < 0 || N == STDLIB_CONSTANT_FLOAT64_PINF || K == STDLIB_CONSTANT_FLOAT64_PINF || K > N || n > N ) {
+	if (  N < 0 || K < 0 || n < 0 || K > N || n > N ) {
 		return 0.0/0.0; // NaN
 	}
 	p = (double)K / (double)N;

From f862d4832235776a479f894ae64378ef017b0788 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Fri, 28 Feb 2025 19:39:00 -0800
Subject: [PATCH 13/13] chore: fix negative spacing

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: passed
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
index 5654180cb284..41d0ce981fc2 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/hypergeometric/stdev/src/main.c
@@ -40,6 +40,6 @@ double stdlib_base_dists_hypergeometric_stdev( const int32_t N, const int32_t K,
 		return 0.0/0.0; // NaN
 	}
 	p = (double)K / (double)N;
-	variance = n * p * ( 1.0 - p ) * ( (double)(N-n) / (double)(N-1) );
+	variance = n * p * ( 1.0-p ) * ( (double)(N-n)/(double)(N-1) );
 	return stdlib_base_sqrt( variance );
 }