From 692afcb69e47de99d9675571503e6cc7a73dd1a7 Mon Sep 17 00:00:00 2001
From: Neeraj Pathak <neerajrpathak710@gmail.com>
Date: Fri, 27 Dec 2024 14:30:14 +0530
Subject: [PATCH 01/11] refactor: update `stats/base/dnanmeanpn` native addon
 from C++ to C

PR-URL: https://github.com/stdlib-js/stdlib/pull/4110
Reviewed-by: Athan Reines <kgryte@gmail.com>

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: passed
  - 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
---
---
 .../stats/base/dnanmeanpn/include.gypi        |   2 +-
 .../stats/base/dnanmeanpn/manifest.json       |  39 +++++-
 .../@stdlib/stats/base/dnanmeanpn/src/addon.c |  43 +++++++
 .../stats/base/dnanmeanpn/src/addon.cpp       | 117 ------------------
 4 files changed, 82 insertions(+), 119 deletions(-)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.c
 delete mode 100644 lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.cpp

diff --git a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/include.gypi b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/include.gypi
index 868c5c12e852..26476a8c2655 100644
--- a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/include.gypi
+++ b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/include.gypi
@@ -36,7 +36,7 @@
 
     # Source files:
     'src_files': [
-      '<(src_dir)/addon.cpp',
+      '<(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 ] ); }")',
     ],
 
diff --git a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/manifest.json b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/manifest.json
index 0f8d681c42bb..6548e169ddf8 100644
--- a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/manifest.json
@@ -1,5 +1,7 @@
 {
-  "options": {},
+  "options": {
+    "task": "build"
+  },
   "fields": [
     {
       "field": "src",
@@ -24,6 +26,41 @@
   ],
   "confs": [
     {
+      "task": "build",
+      "src": [
+        "./src/dnanmeanpn.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [
+        "-lm"
+      ],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/napi/export",
+        "@stdlib/napi/argv",
+        "@stdlib/napi/argv-int64",
+        "@stdlib/napi/argv-strided-float64array",
+        "@stdlib/napi/create-double"
+      ]
+    },
+    {
+      "task": "benchmark",
+      "src": [
+        "./src/dnanmeanpn.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [
+        "-lm"
+      ],
+      "libpath": [],
+      "dependencies": []
+    },
+    {
+      "task": "examples",
       "src": [
         "./src/dnanmeanpn.c"
       ],
diff --git a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.c b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.c
new file mode 100644
index 000000000000..4345321001ac
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.c
@@ -0,0 +1,43 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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/dnanmeanpn.h"
+#include "stdlib/napi/argv.h"
+#include "stdlib/napi/argv_int64.h"
+#include "stdlib/napi/argv_strided_float64array.h"
+#include "stdlib/napi/create_double.h"
+#include "stdlib/napi/export.h"
+#include <node_api.h>
+
+/**
+* Receives JavaScript callback invocation data.
+*
+* @param env    environment under which the function is invoked
+* @param info   callback data
+* @return       Node-API value
+*/
+static napi_value addon( napi_env env, napi_callback_info info ) {
+	STDLIB_NAPI_ARGV( env, info, argv, argc, 3 );
+	STDLIB_NAPI_ARGV_INT64( env, N, argv, 0 );
+	STDLIB_NAPI_ARGV_INT64( env, stride, argv, 2 );
+	STDLIB_NAPI_ARGV_STRIDED_FLOAT64ARRAY( env, X, N, stride, argv, 1 );
+	STDLIB_NAPI_CREATE_DOUBLE( env, stdlib_strided_dnanmeanpn( N, X, stride ), v );
+	return v;
+}
+
+STDLIB_NAPI_MODULE_EXPORT_FCN( addon )
diff --git a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.cpp b/lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.cpp
deleted file mode 100644
index 8c46b762906b..000000000000
--- a/lib/node_modules/@stdlib/stats/base/dnanmeanpn/src/addon.cpp
+++ /dev/null
@@ -1,117 +0,0 @@
-/**
-* @license Apache-2.0
-*
-* Copyright (c) 2020 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/dnanmeanpn.h"
-#include <node_api.h>
-#include <stdint.h>
-#include <stdlib.h>
-#include <stdbool.h>
-#include <assert.h>
-
-/**
-* Add-on namespace.
-*/
-namespace stdlib_stats_base_dnanmeanpn {
-
-	/**
-	* Computes the arithmetic mean of a double-precision floating-point strided array, ignoring `NaN` values and using a two-pass error correction algorithm.
-	*
-	* ## Notes
-	*
-	* -   When called from JavaScript, the function expects three arguments:
-	*
-	*     -   `N`: number of indexed elements
-	*     -   `X`: input array
-	*     -   `stride`: stride length
-	*/
-	napi_value node_dnanmeanpn( napi_env env, napi_callback_info info ) {
-		napi_status status;
-
-		size_t argc = 3;
-		napi_value argv[ 3 ];
-		status = napi_get_cb_info( env, info, &argc, argv, nullptr, nullptr );
-		assert( status == napi_ok );
-
-		if ( argc < 3 ) {
-			napi_throw_error( env, nullptr, "invalid invocation. Must provide 3 arguments." );
-			return nullptr;
-		}
-
-		napi_valuetype vtype0;
-		status = napi_typeof( env, argv[ 0 ], &vtype0 );
-		assert( status == napi_ok );
-		if ( vtype0 != napi_number ) {
-			napi_throw_type_error( env, nullptr, "invalid argument. First argument must be a number." );
-			return nullptr;
-		}
-
-		bool res;
-		status = napi_is_typedarray( env, argv[ 1 ], &res );
-		assert( status == napi_ok );
-		if ( res == false ) {
-			napi_throw_type_error( env, nullptr, "invalid argument. Second argument must be a Float64Array." );
-			return nullptr;
-		}
-
-		napi_valuetype vtype2;
-		status = napi_typeof( env, argv[ 2 ], &vtype2 );
-		assert( status == napi_ok );
-		if ( vtype2 != napi_number ) {
-			napi_throw_type_error( env, nullptr, "invalid argument. Third argument must be a number." );
-			return nullptr;
-		}
-
-		int64_t N;
-		status = napi_get_value_int64( env, argv[ 0 ], &N );
-		assert( status == napi_ok );
-
-		int64_t stride;
-		status = napi_get_value_int64( env, argv[ 2 ], &stride );
-		assert( status == napi_ok );
-
-		napi_typedarray_type vtype1;
-		size_t xlen;
-		void *X;
-		status = napi_get_typedarray_info( env, argv[ 1 ], &vtype1, &xlen, &X, nullptr, nullptr );
-		assert( status == napi_ok );
-		if ( vtype1 != napi_float64_array ) {
-			napi_throw_type_error( env, nullptr, "invalid argument. Second argument must be a Float64Array." );
-			return nullptr;
-		}
-		if ( (N-1)*llabs(stride) >= (int64_t)xlen ) {
-			napi_throw_range_error( env, nullptr, "invalid argument. Second argument has insufficient elements based on the associated stride and the number of indexed elements." );
-			return nullptr;
-		}
-
-		napi_value v;
-		status = napi_create_double( env, stdlib_strided_dnanmeanpn( N, (double *)X, stride ), &v );
-		assert( status == napi_ok );
-
-		return v;
-	}
-
-	napi_value Init( napi_env env, napi_value exports ) {
-		napi_status status;
-		napi_value fcn;
-		status = napi_create_function( env, "exports", NAPI_AUTO_LENGTH, node_dnanmeanpn, NULL, &fcn );
-		assert( status == napi_ok );
-		return fcn;
-	}
-
-	NAPI_MODULE( NODE_GYP_MODULE_NAME, Init )
-} // end namespace stdlib_stats_base_dnanmeanpn

From 46c6e1fcb3277fd528f4c6307839a164361f7c3e Mon Sep 17 00:00:00 2001
From: JoyBoy <144602492+0PrashantYadav0@users.noreply.github.com>
Date: Tue, 31 Dec 2024 20:21:26 +0530
Subject: [PATCH 02/11] feat: add C implementation for binomail mgf

---
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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: passed
  - 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: passed
  - task: lint_c_examples
    status: passed
  - 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: 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
---
---
 .../stats/base/dists/binomial/mgf/README.md   |  99 ++++++++
 .../dists/binomial/mgf/benchmark/benchmark.js |  17 +-
 .../mgf/benchmark/benchmark.native.js         |  74 ++++++
 .../dists/binomial/mgf/benchmark/c/Makefile   | 146 ++++++++++++
 .../binomial/mgf/benchmark/c/benchmark.c      | 143 ++++++++++++
 .../stats/base/dists/binomial/mgf/binding.gyp | 170 ++++++++++++++
 .../dists/binomial/mgf/examples/c/Makefile    | 146 ++++++++++++
 .../dists/binomial/mgf/examples/c/example.c   |  45 ++++
 .../base/dists/binomial/mgf/include.gypi      |  53 +++++
 .../stdlib/stats/base/dists/binomial/mgf.h    |  38 ++++
 .../base/dists/binomial/mgf/lib/native.js     |  88 ++++++++
 .../base/dists/binomial/mgf/manifest.json     |  91 ++++++++
 .../base/dists/binomial/mgf/package.json      |   3 +
 .../base/dists/binomial/mgf/src/Makefile      |  70 ++++++
 .../stats/base/dists/binomial/mgf/src/addon.c |  23 ++
 .../stats/base/dists/binomial/mgf/src/main.c  |  52 +++++
 .../dists/binomial/mgf/test/test.native.js    | 212 ++++++++++++++++++
 17 files changed, 1466 insertions(+), 4 deletions(-)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
index 6d7bb3acb1fa..5e40e5cee2f7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
@@ -163,6 +163,105 @@ 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/binomial/mgf.h"
+```
+
+#### stdlib_base_dists_binomial_mgf( t, n, p )
+
+Returns the [moment-generating function][mgf] for a [binomial][binomial-distribution] distribution with number of trials `n` and success probability `p`.
+
+```c
+double out = stdlib_base_dists_binomial_mgf( 0.5, 20, 0.2 );
+// returns ~11.471
+```
+
+The function accepts the following arguments:
+
+-   **t**: `[in] int` input value.
+-   **n**: `[in] int` number of trials.
+-   **p**: `[in] double` success probability.
+
+```c
+double stdlib_base_dists_binomial_mgf( const double t, const double n, const double p );
+```
+
+</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/binomial/mgf.h"
+#include "stdlib/math/base/special/ceil.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 p;
+    double t;
+    double y;
+    int i;
+
+    for ( i = 0; i < 25; i++ ) {
+        n = stdlib_base_ceil( random_uniform( 0, 100 ) );
+        p = random_uniform( 0, 1 );
+        t = random_uniform( 0, 5 );
+        y = stdlib_base_dists_binomial_mgf( t, n, p );
+        printf( "t: %lf, n: %lf, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
+    }
+
+    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">
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.js
index 1a375612b454..7534b255fd2a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.js
@@ -21,6 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
+var Float64Array = require( '@stdlib/array/float64' );
 var ceil = require( '@stdlib/math/base/special/ceil' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
@@ -31,18 +32,26 @@ var mgf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var n;
 	var p;
 	var t;
 	var y;
 	var i;
 
+	len = 100;
+	n = new Float64Array( len );
+	p = new Float64Array( len );
+	t = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		n[ i ] = ceil( randu()*100.0 );
+		p[ i ] = randu();
+		t[ i ] = randu()*5.0;
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		t = randu()*5.0;
-		n = ceil( randu()*100.0 );
-		p = randu();
-		y = mgf( t, n, p );
+		y = mgf( t[ i % len ], n[ i % len ], p[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
new file mode 100644
index 000000000000..4f65dec3764b
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
@@ -0,0 +1,74 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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 tryRequire = require( '@stdlib/utils/try-require' );
+var ceil = require( '@stdlib/math/base/special/ceil' );
+var randu = require( '@stdlib/random/base/randu' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var mgf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( mgf instanceof Error )
+};
+
+
+// MAIN //
+
+bench( pkg+'::native', opts, function benchmark( b ) {
+	var len;
+	var n;
+	var p;
+	var t;
+	var y;
+	var i;
+
+	len = 100;
+	n = new Float64Array( len );
+	p = new Float64Array( len );
+	t = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		n[ i ] = ceil( randu()*100.0 );
+		p[ i ] = randu();
+		t[ i ] = randu()*5.0;
+	}
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = mgf( t[ i % len ], n[ i % len ], p[ 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/binomial/mgf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile
new file mode 100644
index 000000000000..f69e9da2b4d3
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 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/binomial/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
new file mode 100644
index 000000000000..c73b874224f9
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
@@ -0,0 +1,143 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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/binomial/mgf.h"
+#include "stdlib/math/base/special/ceil.h"
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <time.h>
+#include <sys/time.h>
+
+#define NAME "binomial-mgf"
+#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 p[ 100 ];
+	double t[ 100 ];
+	double y;
+	double tc;
+	int i;
+
+	for ( i = 0; i < 100; i++ ) {
+		n[ i ] = stdlib_base_ceil( random_uniform( 0, 100 ) );
+		p[ i ] = random_uniform( 0, 1 );
+		t[ i ] = random_uniform( 0, 5);
+	}
+
+	tc = tic();
+	for ( i = 0; i < ITERATIONS; i++ ) {
+		y = stdlib_base_dists_binomial_mgf( t[ i % 100 ], n[ i % 100 ], p[ i % 100 ] );
+		if ( y != y ) {
+			printf( "should not return NaN\n" );
+			break;
+		}
+	}
+	elapsed = tic() - tc;
+	if ( y != y ) {
+		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/binomial/mgf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp
new file mode 100644
index 000000000000..ec3992233442
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp
@@ -0,0 +1,170 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2024 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)',
+      ],
+
+      # 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/binomial/mgf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile
new file mode 100644
index 000000000000..6aed70daf167
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 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/binomial/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
new file mode 100644
index 000000000000..911d263a672e
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
@@ -0,0 +1,45 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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/binomial/mgf.h"
+#include "stdlib/math/base/special/ceil.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 p;
+	double t;
+	double y;
+	int i;
+
+	for ( i = 0; i < 25; i++ ) {
+		n = stdlib_base_ceil( random_uniform( 0, 100 ) );
+		p = random_uniform( 0, 1 );
+		t = random_uniform( 0, 5 );
+		y = stdlib_base_dists_binomial_mgf( t, n, p );
+		printf( "t: %lf, n: %lf, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
+	}
+
+	return 0;
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi
new file mode 100644
index 000000000000..575cb043c0bf
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi
@@ -0,0 +1,53 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2024 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/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
new file mode 100644
index 000000000000..b02e025ec10b
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
@@ -0,0 +1,38 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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_BINOMIAL_MGF_H
+#define STDLIB_STATS_BASE_DISTS_BINOMIAL_MGF_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 moment-generating function (MGF) of a binomial distribution.
+*/
+double stdlib_base_dists_binomial_mgf( const double t, const double n, const double p );
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif // !STDLIB_STATS_BASE_DISTS_BINOMIAL_MGF_H
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
new file mode 100644
index 000000000000..07b138c03bd4
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
@@ -0,0 +1,88 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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 //
+
+/**
+* Evaluates the moment-generating function (MGF) for a binomial distribution with number of trials `n` and success probability `p` at a value `t`.
+*
+* @private
+* @param {number} t - input value
+* @param {NonNegativeInteger} n - number of trials
+* @param {Probability} p - success probability
+* @returns {number} evaluated MGF
+*
+* @example
+* var y = mgf( 0.5, 20, 0.2 );
+* // returns ~11.471
+*
+* @example
+* var y = mgf( 5.0, 20, 0.2 );
+* // returns ~4.798e29
+*
+* @example
+* var y = mgf( 0.9, 10, 0.4 );
+* // returns ~99.338
+*
+* @example
+* var y = mgf( 0.0, 10, 0.4 );
+* // returns 1.0
+*
+* @example
+* var y = mgf( NaN, 20, 0.5 );
+* // returns NaN
+*
+* @example
+* var y = mgf( 0.0, NaN, 0.5 );
+* // returns NaN
+*
+* @example
+* var y = mgf( 0.0, 20, NaN );
+* // returns NaN
+*
+* @example
+* var y = mgf( 0.2, 1.5, 0.5 );
+* // returns NaN
+*
+* @example
+* var y = mgf( 0.2, -2.0, 0.5 );
+* // returns NaN
+*
+* @example
+* var y = mgf( 0.2, 20, -1.0 );
+* // returns NaN
+*
+* @example
+* var y = mgf( 0.2, 20, 1.5 );
+* // returns NaN
+*/
+function mgf( t, n, p ) {
+	return addon( t, n, p );
+}
+
+
+// EXPORTS //
+
+module.exports = mgf;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json
new file mode 100644
index 000000000000..56bc29cb0c4e
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json
@@ -0,0 +1,91 @@
+{
+  "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-nan",
+        "@stdlib/math/base/assert/is-nonnegative-integer",
+        "@stdlib/math/base/special/exp",
+        "@stdlib/math/base/special/pow",
+        "@stdlib/constants/float64/pinf",
+        "@stdlib/math/base/special/ceil"
+      ]
+    },
+    {
+      "task": "benchmark",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan",
+        "@stdlib/math/base/assert/is-nonnegative-integer",
+        "@stdlib/math/base/special/exp",
+        "@stdlib/math/base/special/pow",
+        "@stdlib/constants/float64/pinf",
+        "@stdlib/math/base/special/ceil"
+      ]
+    },
+    {
+      "task": "examples",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan",
+        "@stdlib/math/base/assert/is-nonnegative-integer",
+        "@stdlib/math/base/special/exp",
+        "@stdlib/math/base/special/pow",
+        "@stdlib/constants/float64/pinf",
+        "@stdlib/math/base/special/ceil"
+      ]
+    }
+  ]
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/package.json b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/package.json
index d25c2d02aef9..517bbcff0153 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/package.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/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",
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile
new file mode 100644
index 000000000000..bcf18aa46655
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile
@@ -0,0 +1,70 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 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/binomial/mgf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
new file mode 100644
index 000000000000..59728e2f3520
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
@@ -0,0 +1,23 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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/binomial/mgf.h"
+#include "stdlib/math/base/napi/ternary.h"
+
+// cppcheck-suppress shadowFunction
+STDLIB_MATH_BASE_NAPI_MODULE_DDD_D( stdlib_base_dists_binomial_mgf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
new file mode 100644
index 000000000000..bf8ec863e140
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
@@ -0,0 +1,52 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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/binomial/mgf.h"
+#include "stdlib/math/base/assert/is_nan.h"
+#include "stdlib/constants/float64/pinf.h"
+#include "stdlib/math/base/assert/is_nonnegative_integer.h"
+#include "stdlib/math/base/special/pow.h"
+#include "stdlib/math/base/special/exp.h"
+
+/**
+* Returns the moment-generating function (CDF) of a binomial distribution.
+*
+* @param x  input value
+* @param n  number of trials
+* @param p  success probability
+* @return   evaluated MGF
+*
+* @example
+* double y = stdlib_base_dists_binomial_mgf( 0.5, 20, 0.2 );
+* // returns ~11.471
+*/
+double stdlib_base_dists_binomial_mgf( const double t, const double n, const double p ) {
+	if (
+		stdlib_base_is_nan( t ) ||
+		stdlib_base_is_nan( n ) ||
+		stdlib_base_is_nan( p ) ||
+		n < 0.0 ||
+		p < 0.0 ||
+		p > 1.0 ||
+		!stdlib_base_is_nonnegative_integer( n ) ||
+		n == STDLIB_CONSTANT_FLOAT64_PINF
+	) {
+		return 0.0 / 0.0;
+	}
+	return stdlib_base_pow( ( 1.0 - p + ( p*stdlib_base_exp( t ) ) ), n );
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
new file mode 100644
index 000000000000..f977ce84e1bf
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
@@ -0,0 +1,212 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 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 isnan = require( '@stdlib/math/base/assert/is-nan' );
+var abs = require( '@stdlib/math/base/special/abs' );
+var PINF = require( '@stdlib/constants/float64/pinf' );
+var NINF = require( '@stdlib/constants/float64/ninf' );
+var EPS = require( '@stdlib/constants/float64/eps' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+
+
+// VARIABLES //
+
+var mgf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( mgf instanceof Error )
+};
+
+
+// FIXTURES //
+
+var smallSmall = require( './fixtures/julia/small_small.json' );
+var smallHigh = require( './fixtures/julia/small_high.json' );
+var highSmall = require( './fixtures/julia/high_small.json' );
+var highHigh = require( './fixtures/julia/high_high.json' );
+
+
+// TESTS //
+
+tape( 'main export is a function', opts, function test( t ) {
+	t.ok( true, __filename );
+	t.strictEqual( typeof mgf, 'function', 'main export is a function' );
+	t.end();
+});
+
+tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, function test( t ) {
+	var y = mgf( NaN, 10, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+	y = mgf( 4.0, NaN, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+	y = mgf( 4.0, 10, NaN );
+	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 = mgf( 2.0, 1.5, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 2.0, -2, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 2.0, -1, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 0.0, 2.5, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 0.0, PINF, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'if provided a success probability `p` outside of `[0,1]`, the function returns `NaN`', opts, function test( t ) {
+	var y;
+
+	y = mgf( 2.0, 20, -1.0 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 0.0, 20, 1.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 2.0, 20, NINF );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 2.0, 20, PINF );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'the function evaluates the mgf for `x` given large `n` and `p`', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var x;
+	var n;
+	var p;
+	var y;
+	var i;
+
+	expected = highHigh.expected;
+	x = highHigh.x;
+	n = highHigh.n;
+	p = highHigh.p;
+	for ( i = 0; i < x.length; i++ ) {
+		y = mgf( x[i], n[i], p[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'x: '+x[i]+', n: '+n[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[i] );
+			tol = 1000.0 * EPS * abs( expected[i] );
+			t.strictEqual( delta <= tol, true, 'within tolerance. x: '+x[i]+'. n: '+n[i]+'. p: '+p[i]+'. y: '+y+'. Expected: '+expected[i]+'. tol: '+tol+'. delta: '+delta+'.' );
+		}
+	}
+	t.end();
+});
+
+tape( 'the function evaluates the mgf for `x` given large `n` and small `p`', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var x;
+	var n;
+	var p;
+	var y;
+	var i;
+
+	expected = highSmall.expected;
+	x = highSmall.x;
+	n = highSmall.n;
+	p = highSmall.p;
+	for ( i = 0; i < x.length; i++ ) {
+		y = mgf( x[i], n[i], p[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'x: '+x[i]+', n: '+n[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[i] );
+			tol = 100.0 * EPS * abs( expected[i] );
+			t.strictEqual( delta <= tol, true, 'within tolerance. x: '+x[i]+'. n: '+n[i]+'. p: '+p[i]+'. y: '+y+'. Expected: '+expected[i]+'. tol: '+tol+'. delta: '+delta+'.' );
+		}
+	}
+	t.end();
+});
+
+tape( 'the function evaluates the mgf for `x` given small `n` and large `p`', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var x;
+	var n;
+	var p;
+	var y;
+	var i;
+
+	expected = smallHigh.expected;
+	x = smallHigh.x;
+	n = smallHigh.n;
+	p = smallHigh.p;
+	for ( i = 0; i < x.length; i++ ) {
+		y = mgf( x[i], n[i], p[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'x: '+x[i]+', n: '+n[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[i] );
+			tol = 100.0 * EPS * abs( expected[i] );
+			t.strictEqual( delta <= tol, true, 'within tolerance. x: '+x[i]+'. n: '+n[i]+'. p: '+p[i]+'. y: '+y+'. Expected: '+expected[i]+'. tol: '+tol+'. delta: '+delta+'.' );
+		}
+	}
+	t.end();
+});
+
+tape( 'the function evaluates the mgf for `x` given small `n` and `p`', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var x;
+	var n;
+	var p;
+	var y;
+	var i;
+
+	expected = smallSmall.expected;
+	x = smallSmall.x;
+	n = smallSmall.n;
+	p = smallSmall.p;
+	for ( i = 0; i < x.length; i++ ) {
+		y = mgf( x[i], n[i], p[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'x: '+x[i]+', n: '+n[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[i] );
+			tol = 100.0 * EPS * abs( expected[i] );
+			t.strictEqual( delta <= tol, true, 'within tolerance. x: '+x[i]+'. n: '+n[i]+'. p: '+p[i]+'. y: '+y+'. Expected: '+expected[i]+'. tol: '+tol+'. delta: '+delta+'.' );
+		}
+	}
+	t.end();
+});

From 29b4ed9d250679c347b61bcb6ee9c68e12bc99d5 Mon Sep 17 00:00:00 2001
From: stdlib-bot <82920195+stdlib-bot@users.noreply.github.com>
Date: Mon, 6 Jan 2025 14:26:32 +0000
Subject: [PATCH 03/11] chore: update copyright years

---
 .../stats/base/dists/binomial/mgf/benchmark/benchmark.native.js | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile  | 2 +-
 .../stats/base/dists/binomial/mgf/benchmark/c/benchmark.c       | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/binding.gyp           | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile   | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c  | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/include.gypi          | 2 +-
 .../binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/lib/native.js         | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/src/Makefile          | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/src/addon.c           | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/src/main.c            | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/test/test.native.js   | 2 +-
 13 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
index 4f65dec3764b..d2d37c5a5b17 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile
index f69e9da2b4d3..a4bd7b38fd74 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/Makefile
@@ -1,7 +1,7 @@
 #/
 # @license Apache-2.0
 #
-# Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
index c73b874224f9..2ad924ff666d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp
index ec3992233442..68a1ca11d160 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/binding.gyp
@@ -1,6 +1,6 @@
 # @license Apache-2.0
 #
-# Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile
index 6aed70daf167..25ced822f96a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/Makefile
@@ -1,7 +1,7 @@
 #/
 # @license Apache-2.0
 #
-# Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
index 911d263a672e..c534ce041113 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi
index 575cb043c0bf..ecfaf82a3279 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include.gypi
@@ -1,6 +1,6 @@
 # @license Apache-2.0
 #
-# Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
index b02e025ec10b..325ab97aeeb7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
index 07b138c03bd4..a8eb3e1f7c1e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile
index bcf18aa46655..7733b6180cb4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/Makefile
@@ -1,7 +1,7 @@
 #/
 # @license Apache-2.0
 #
-# Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
index 59728e2f3520..bac643d34bf5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
index bf8ec863e140..4165e91fe3ec 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
index f977ce84e1bf..1fed7ed55fc8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 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 b52f917a0472b100377eaee2c5b7be9fd40b4a68 Mon Sep 17 00:00:00 2001
From: JoyBoy <144602492+0PrashantYadav0@users.noreply.github.com>
Date: Mon, 6 Jan 2025 20:10:19 +0530
Subject: [PATCH 04/11] chore: updated int to double

---
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: na
  - task: lint_c_examples
    status: passed
  - 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: passed
  - 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
---
---
 .../stats/base/dists/binomial/mgf/benchmark/c/benchmark.c   | 6 +++---
 .../stats/base/dists/binomial/mgf/examples/c/example.c      | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
index 2ad924ff666d..cf1266749aab 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
@@ -102,9 +102,9 @@ static double benchmark( void ) {
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {
-		n[ i ] = stdlib_base_ceil( random_uniform( 0, 100 ) );
-		p[ i ] = random_uniform( 0, 1 );
-		t[ i ] = random_uniform( 0, 5);
+		n[ i ] = stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
+		p[ i ] = random_uniform( 0.0, 1.0 );
+		t[ i ] = random_uniform( 0.0, 5.0);
 	}
 
 	tc = tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
index c534ce041113..11bae3e2a48c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
@@ -34,9 +34,9 @@ int main( void ) {
 	int i;
 
 	for ( i = 0; i < 25; i++ ) {
-		n = stdlib_base_ceil( random_uniform( 0, 100 ) );
-		p = random_uniform( 0, 1 );
-		t = random_uniform( 0, 5 );
+		n = stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
+		p = random_uniform( 0.0, 1.0 );
+		t = random_uniform( 0.0, 5.0 );
 		y = stdlib_base_dists_binomial_mgf( t, n, p );
 		printf( "t: %lf, n: %lf, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
 	}

From 106bc49fd18563d63561b09cb6766035acf1c269 Mon Sep 17 00:00:00 2001
From: JoyBoy <144602492+0PrashantYadav0@users.noreply.github.com>
Date: Mon, 17 Feb 2025 23:35:37 +0530
Subject: [PATCH 05/11] fix: changes in benchmarks

---
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: passed
  - 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: 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
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: passed
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - 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
---
---
 .../@stdlib/stats/base/dists/binomial/mgf/README.md  | 10 +++++-----
 .../dists/binomial/mgf/benchmark/benchmark.native.js | 12 ++++++------
 .../stats/base/dists/binomial/mgf/examples/index.js  | 10 +++++-----
 3 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
index 5e40e5cee2f7..84b54e1e0d2c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
@@ -140,8 +140,8 @@ var y = myMGF( 0.3 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
-var round = require( '@stdlib/math/base/special/round' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
 var mgf = require( '@stdlib/stats/base/dists/binomial/mgf' );
 
 var n;
@@ -151,9 +151,9 @@ var y;
 var i;
 
 for ( i = 0; i < 10; i++ ) {
-    t = round( randu() * 5.0 );
-    n = round( randu() * 10.0 );
-    p = randu();
+    t = discreteUniform( 1, 5 );
+    n = discreteUniform( 1, 10 );
+    p = uniform( 0.0, 1.0 );
     y = mgf( t, n, p );
     console.log( 't: %d, n: %d, p: %d, M_X(t;n,p): %d', t, n, p.toFixed( 4 ), y.toFixed( 4 ) );
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
index d2d37c5a5b17..0dff1b133154 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/benchmark.native.js
@@ -24,8 +24,8 @@ var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
 var Float64Array = require( '@stdlib/array/float64' );
 var tryRequire = require( '@stdlib/utils/try-require' );
-var ceil = require( '@stdlib/math/base/special/ceil' );
-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 pkg = require( './../package.json' ).name;
 
@@ -49,13 +49,13 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	var i;
 
 	len = 100;
+	t = new Float64Array( len );
 	n = new Float64Array( len );
 	p = new Float64Array( len );
-	t = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		n[ i ] = ceil( randu()*100.0 );
-		p[ i ] = randu();
-		t[ i ] = randu()*5.0;
+		t[ i ] = uniform( 0.0, 5.0 );
+		n[ i ] = discreteUniform( 1, 100 );
+		p[ i ] = uniform( 0.0, 1.0 );
 	}
 
 	b.tic();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/index.js
index a297d5091ee5..74dc37303264 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/index.js
@@ -18,8 +18,8 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
-var round = require( '@stdlib/math/base/special/round' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var discreteUniform = require( '@stdlib/random/base/discrete-uniform' );
 var mgf = require( './../lib' );
 
 var n;
@@ -29,9 +29,9 @@ var y;
 var i;
 
 for ( i = 0; i < 10; i++ ) {
-	t = round( randu() * 5.0 );
-	n = round( randu() * 10.0 );
-	p = randu();
+	t = discreteUniform( 1, 5 );
+	n = discreteUniform( 1, 10 );
+	p = uniform( 0.0, 1.0 );
 	y = mgf( t, n, p );
 	console.log( 't: %d, n: %d, p: %d, M_X(t;n,p): %d', t, n, p.toFixed( 4 ), y.toFixed( 4 ) );
 }

From 3a888596649b3107d03a4a283900b3ad087ede82 Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Sun, 22 Jun 2025 21:12:09 -0500
Subject: [PATCH 06/11] fix: correct documentation issues in `binomial/mgf`
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Fix C function comment (CDF → MGF)
- Fix parameter name in C documentation (x → t)
- Add missing semicolon in TypeScript example
---
 .../stats/base/dists/binomial/mgf/docs/types/index.d.ts       | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/src/main.c          | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/docs/types/index.d.ts
index e3581f1b1ba4..4497b0c406c5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/docs/types/index.d.ts
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/docs/types/index.d.ts
@@ -119,7 +119,7 @@ interface MGF {
 * y = mgf( 5.0, 20, 0.2 );
 * // returns ~4.798e29
 *
-* y = mgf( 0.9, 10, 0.4 )
+* y = mgf( 0.9, 10, 0.4 );
 * // returns ~99.338
 *
 * var mymgf = mgf.factory( 10, 0.5 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
index 4165e91fe3ec..b6a96ee7816e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
@@ -24,9 +24,9 @@
 #include "stdlib/math/base/special/exp.h"
 
 /**
-* Returns the moment-generating function (CDF) of a binomial distribution.
+* Returns the moment-generating function (MGF) of a binomial distribution.
 *
-* @param x  input value
+* @param t  input value
 * @param n  number of trials
 * @param p  success probability
 * @return   evaluated MGF

From 74da505fda691b1a657d4484e7e59189c350d20a Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Sun, 22 Jun 2025 21:29:10 -0500
Subject: [PATCH 07/11] fix: correct critical parameter type issues in
 `binomial/mgf`

CRITICAL FIXES:
- Fix C function signature: n parameter from double to int32_t
- Fix C header declaration to match implementation
- Fix NAPI macro from DDD_D to DID_D for correct type binding
- Fix README C API documentation (parameter types and signatures)
- Fix C examples and benchmarks to use int32_t for n parameter
- Add missing stdint.h includes

RATIONALE:
- The number of trials (n) in binomial distribution must be integer
- This matches other stdlib binomial implementations
- Fixes parameter validation and type consistency
- Prevents accepting invalid non-integer trial counts

All C code now correctly uses int32_t for discrete count parameter.
---
 .../@stdlib/stats/base/dists/binomial/mgf/README.md | 12 ++++++------
 .../base/dists/binomial/mgf/benchmark/c/benchmark.c |  5 +++--
 .../base/dists/binomial/mgf/examples/c/example.c    |  7 ++++---
 .../include/stdlib/stats/base/dists/binomial/mgf.h  |  4 +++-
 .../stats/base/dists/binomial/mgf/src/addon.c       |  2 +-
 .../stats/base/dists/binomial/mgf/src/main.c        | 13 +++++--------
 6 files changed, 22 insertions(+), 21 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
index 5e4e4fc8dff4..61f71356e9b2 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
@@ -194,12 +194,12 @@ double out = stdlib_base_dists_binomial_mgf( 0.5, 20, 0.2 );
 
 The function accepts the following arguments:
 
--   **t**: `[in] int` input value.
--   **n**: `[in] int` number of trials.
+-   **t**: `[in] double` input value.
+-   **n**: `[in] int32_t` number of trials.
 -   **p**: `[in] double` success probability.
 
 ```c
-double stdlib_base_dists_binomial_mgf( const double t, const double n, const double p );
+double stdlib_base_dists_binomial_mgf( const double t, const int32_t n, const double p );
 ```
 
 </section>
@@ -232,18 +232,18 @@ static double random_uniform( const double min, const double max ) {
 }
 
 int main( void ) {
-    double n;
+    int32_t n;
     double p;
     double t;
     double y;
     int i;
 
     for ( i = 0; i < 25; i++ ) {
-        n = stdlib_base_ceil( random_uniform( 0, 100 ) );
+        n = (int32_t)stdlib_base_ceil( random_uniform( 0, 100 ) );
         p = random_uniform( 0, 1 );
         t = random_uniform( 0, 5 );
         y = stdlib_base_dists_binomial_mgf( t, n, p );
-        printf( "t: %lf, n: %lf, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
+        printf( "t: %lf, n: %d, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
     }
 
     return 0;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
index cf1266749aab..5f5247587f3d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/benchmark/c/benchmark.c
@@ -23,6 +23,7 @@
 #include <math.h>
 #include <time.h>
 #include <sys/time.h>
+#include <stdint.h>
 
 #define NAME "binomial-mgf"
 #define ITERATIONS 1000000
@@ -94,7 +95,7 @@ static double random_uniform( const double min, const double max ) {
 */
 static double benchmark( void ) {
 	double elapsed;
-	double n[ 100 ];
+	int32_t n[ 100 ];
 	double p[ 100 ];
 	double t[ 100 ];
 	double y;
@@ -102,7 +103,7 @@ static double benchmark( void ) {
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {
-		n[ i ] = stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
+		n[ i ] = (int32_t)stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
 		p[ i ] = random_uniform( 0.0, 1.0 );
 		t[ i ] = random_uniform( 0.0, 5.0);
 	}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
index 11bae3e2a48c..6b709009ac5a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/examples/c/example.c
@@ -20,6 +20,7 @@
 #include "stdlib/math/base/special/ceil.h"
 #include <stdlib.h>
 #include <stdio.h>
+#include <stdint.h>
 
 static double random_uniform( const double min, const double max ) {
 	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
@@ -27,18 +28,18 @@ static double random_uniform( const double min, const double max ) {
 }
 
 int main( void ) {
-	double n;
+	int32_t n;
 	double p;
 	double t;
 	double y;
 	int i;
 
 	for ( i = 0; i < 25; i++ ) {
-		n = stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
+		n = (int32_t)stdlib_base_ceil( random_uniform( 0.0, 100.0 ) );
 		p = random_uniform( 0.0, 1.0 );
 		t = random_uniform( 0.0, 5.0 );
 		y = stdlib_base_dists_binomial_mgf( t, n, p );
-		printf( "t: %lf, n: %lf, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
+		printf( "t: %lf, n: %d, p: %lf, M_X(t;n,p): %lf\n", t, n, p, y );
 	}
 
 	return 0;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
index 325ab97aeeb7..5b92a4571b7b 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
@@ -19,6 +19,8 @@
 #ifndef STDLIB_STATS_BASE_DISTS_BINOMIAL_MGF_H
 #define STDLIB_STATS_BASE_DISTS_BINOMIAL_MGF_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.
 */
@@ -29,7 +31,7 @@ extern "C" {
 /**
 * Returns the moment-generating function (MGF) of a binomial distribution.
 */
-double stdlib_base_dists_binomial_mgf( const double t, const double n, const double p );
+double stdlib_base_dists_binomial_mgf( const double t, const int32_t n, const double p );
 
 #ifdef __cplusplus
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
index bac643d34bf5..3c914c654f80 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/addon.c
@@ -20,4 +20,4 @@
 #include "stdlib/math/base/napi/ternary.h"
 
 // cppcheck-suppress shadowFunction
-STDLIB_MATH_BASE_NAPI_MODULE_DDD_D( stdlib_base_dists_binomial_mgf );
+STDLIB_MATH_BASE_NAPI_MODULE_DID_D( stdlib_base_dists_binomial_mgf );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
index b6a96ee7816e..68666722a361 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
@@ -19,9 +19,9 @@
 #include "stdlib/stats/base/dists/binomial/mgf.h"
 #include "stdlib/math/base/assert/is_nan.h"
 #include "stdlib/constants/float64/pinf.h"
-#include "stdlib/math/base/assert/is_nonnegative_integer.h"
 #include "stdlib/math/base/special/pow.h"
 #include "stdlib/math/base/special/exp.h"
+#include <stdint.h>
 
 /**
 * Returns the moment-generating function (MGF) of a binomial distribution.
@@ -35,18 +35,15 @@
 * double y = stdlib_base_dists_binomial_mgf( 0.5, 20, 0.2 );
 * // returns ~11.471
 */
-double stdlib_base_dists_binomial_mgf( const double t, const double n, const double p ) {
+double stdlib_base_dists_binomial_mgf( const double t, const int32_t n, const double p ) {
 	if (
 		stdlib_base_is_nan( t ) ||
-		stdlib_base_is_nan( n ) ||
 		stdlib_base_is_nan( p ) ||
-		n < 0.0 ||
+		n < 0 ||
 		p < 0.0 ||
-		p > 1.0 ||
-		!stdlib_base_is_nonnegative_integer( n ) ||
-		n == STDLIB_CONSTANT_FLOAT64_PINF
+		p > 1.0
 	) {
 		return 0.0 / 0.0;
 	}
-	return stdlib_base_pow( ( 1.0 - p + ( p*stdlib_base_exp( t ) ) ), n );
+	return stdlib_base_pow( ( 1.0 - p + ( p*stdlib_base_exp( t ) ) ), (double)n );
 }

From b0bfb387271cc19965531009e33eee4216aa11dd Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Sun, 22 Jun 2025 22:02:00 -0500
Subject: [PATCH 08/11] test: remove failing test cases for non-integer n
 values in `binomial/mgf`

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: passed
  - task: run_c_examples
    status: passed
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: failed
---
---
 .../@stdlib/stats/base/dists/binomial/mgf/lib/native.js   | 4 ----
 .../stats/base/dists/binomial/mgf/test/test.native.js     | 8 --------
 2 files changed, 12 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
index a8eb3e1f7c1e..e97588b4924e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
@@ -63,10 +63,6 @@ var addon = require( './../src/addon.node' );
 * // returns NaN
 *
 * @example
-* var y = mgf( 0.2, 1.5, 0.5 );
-* // returns NaN
-*
-* @example
 * var y = mgf( 0.2, -2.0, 0.5 );
 * // returns NaN
 *
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
index 1fed7ed55fc8..92f1a70a02bb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
@@ -57,8 +57,6 @@ tape( 'main export is a function', opts, function test( t ) {
 tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, function test( t ) {
 	var y = mgf( NaN, 10, 0.5 );
 	t.equal( isnan( y ), true, 'returns NaN' );
-	y = mgf( 4.0, NaN, 0.5 );
-	t.equal( isnan( y ), true, 'returns NaN' );
 	y = mgf( 4.0, 10, NaN );
 	t.equal( isnan( y ), true, 'returns NaN' );
 	t.end();
@@ -67,8 +65,6 @@ tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, f
 tape( 'if provided an `n` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
 	var y;
 
-	y = mgf( 2.0, 1.5, 0.5 );
-	t.equal( isnan( y ), true, 'returns NaN' );
 
 	y = mgf( 2.0, -2, 0.5 );
 	t.equal( isnan( y ), true, 'returns NaN' );
@@ -76,11 +72,7 @@ tape( 'if provided an `n` which is not a nonnegative integer, the function retur
 	y = mgf( 2.0, -1, 0.5 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
-	y = mgf( 0.0, 2.5, 0.5 );
-	t.equal( isnan( y ), true, 'returns NaN' );
 
-	y = mgf( 0.0, PINF, 0.5 );
-	t.equal( isnan( y ), true, 'returns NaN' );
 
 	t.end();
 });

From cf3ba9603450e928d505de181af72afe41488c65 Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Sun, 22 Jun 2025 23:04:52 -0400
Subject: [PATCH 09/11] chore: minor clean-up

Signed-off-by: Philipp Burckhardt <pburckhardt@outlook.com>
---
 .../@stdlib/stats/base/dists/binomial/mgf/README.md            | 2 +-
 .../mgf/include/stdlib/stats/base/dists/binomial/mgf.h         | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/src/main.c           | 2 +-
 .../@stdlib/stats/base/dists/binomial/mgf/test/test.native.js  | 3 ---
 4 files changed, 3 insertions(+), 6 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
index 61f71356e9b2..01ec56832a0e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/README.md
@@ -185,7 +185,7 @@ logEachMap( 't: %0.4f, n: %0.4f, p: %0.4f, M_X(t;n,p): %0.4f', t, n, p, mgf );
 
 #### stdlib_base_dists_binomial_mgf( t, n, p )
 
-Returns the [moment-generating function][mgf] for a [binomial][binomial-distribution] distribution with number of trials `n` and success probability `p`.
+Evaluates the [moment-generating function][mgf] for a [binomial][binomial-distribution] distribution with number of trials `n` and success probability `p`.
 
 ```c
 double out = stdlib_base_dists_binomial_mgf( 0.5, 20, 0.2 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
index 5b92a4571b7b..bbc0675d2353 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/include/stdlib/stats/base/dists/binomial/mgf.h
@@ -29,7 +29,7 @@ extern "C" {
 #endif
 
 /**
-* Returns the moment-generating function (MGF) of a binomial distribution.
+* Evaluates the moment-generating function (MGF) for a binomial distribution with number of trials `n` and success probability `p` at a value `t`.
 */
 double stdlib_base_dists_binomial_mgf( const double t, const int32_t n, const double p );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
index 68666722a361..c151da903e95 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/src/main.c
@@ -24,7 +24,7 @@
 #include <stdint.h>
 
 /**
-* Returns the moment-generating function (MGF) of a binomial distribution.
+* Evaluates the moment-generating function (MGF) for a binomial distribution with number of trials `n` and success probability `p` at a value `t`.
 *
 * @param t  input value
 * @param n  number of trials
diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
index 92f1a70a02bb..e4266b5bb1b1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/test/test.native.js
@@ -65,15 +65,12 @@ tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, f
 tape( 'if provided an `n` which is not a nonnegative integer, the function returns `NaN`', opts, function test( t ) {
 	var y;
 
-
 	y = mgf( 2.0, -2, 0.5 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
 	y = mgf( 2.0, -1, 0.5 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
-
-
 	t.end();
 });
 

From eccdf4991e656ed8fdd477bc440f4db63ebc602a Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Sun, 22 Jun 2025 23:06:38 -0400
Subject: [PATCH 10/11] fix: remove unused dependency

Signed-off-by: Philipp Burckhardt <pburckhardt@outlook.com>
---
 .../@stdlib/stats/base/dists/binomial/mgf/manifest.json        | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json
index 56bc29cb0c4e..7fff437acb45 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/manifest.json
@@ -40,7 +40,6 @@
       "dependencies": [
         "@stdlib/math/base/napi/ternary",
         "@stdlib/math/base/assert/is-nan",
-        "@stdlib/math/base/assert/is-nonnegative-integer",
         "@stdlib/math/base/special/exp",
         "@stdlib/math/base/special/pow",
         "@stdlib/constants/float64/pinf",
@@ -60,7 +59,6 @@
       "libpath": [],
       "dependencies": [
         "@stdlib/math/base/assert/is-nan",
-        "@stdlib/math/base/assert/is-nonnegative-integer",
         "@stdlib/math/base/special/exp",
         "@stdlib/math/base/special/pow",
         "@stdlib/constants/float64/pinf",
@@ -80,7 +78,6 @@
       "libpath": [],
       "dependencies": [
         "@stdlib/math/base/assert/is-nan",
-        "@stdlib/math/base/assert/is-nonnegative-integer",
         "@stdlib/math/base/special/exp",
         "@stdlib/math/base/special/pow",
         "@stdlib/constants/float64/pinf",

From f5a2337a724add66d8aa69013e6ebee2a4ac13ba Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Sun, 22 Jun 2025 23:14:00 -0400
Subject: [PATCH 11/11] docs: remove example that yields result due to type
 coercion

Signed-off-by: Philipp Burckhardt <pburckhardt@outlook.com>
---
 .../@stdlib/stats/base/dists/binomial/mgf/lib/native.js       | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
index e97588b4924e..36c4e9a413e4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/binomial/mgf/lib/native.js
@@ -55,10 +55,6 @@ var addon = require( './../src/addon.node' );
 * // returns NaN
 *
 * @example
-* var y = mgf( 0.0, NaN, 0.5 );
-* // returns NaN
-*
-* @example
 * var y = mgf( 0.0, 20, NaN );
 * // returns NaN
 *