From a12c8cdc1fe6028c016ce61c3e09a628e464eb3c Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Mon, 30 Dec 2024 06:22:40 +0000
Subject: [PATCH 01/20] feat: add C ndarray interface and refactor
 implementation for stats/base/svarianceyc

---
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---
 .../@stdlib/stats/base/svarianceyc/README.md  | 151 +++++++++++++++---
 .../base/svarianceyc/benchmark/benchmark.js   |  16 +-
 .../svarianceyc/benchmark/benchmark.native.js |  12 +-
 .../benchmark/benchmark.ndarray.js            |  16 +-
 .../benchmark/benchmark.ndarray.native.js     |  12 +-
 .../benchmark/c/benchmark.length.c            |  48 +++++-
 .../stats/base/svarianceyc/docs/repl.txt      |  31 ++--
 .../base/svarianceyc/docs/types/index.d.ts    |  12 +-
 .../base/svarianceyc/examples/c/example.c     |   9 +-
 .../stats/base/svarianceyc/examples/index.js  |  10 +-
 .../include/stdlib/stats/base/svarianceyc.h   |   9 +-
 .../stats/base/svarianceyc/lib/index.js       |   6 +-
 .../stats/base/svarianceyc/lib/ndarray.js     |  14 +-
 .../base/svarianceyc/lib/ndarray.native.js    |  20 +--
 .../stats/base/svarianceyc/lib/svarianceyc.js |  17 +-
 .../svarianceyc/lib/svarianceyc.native.js     |   9 +-
 .../stats/base/svarianceyc/manifest.json      |  42 ++++-
 .../stats/base/svarianceyc/src/addon.c        |  26 ++-
 .../svarianceyc/src/{svarianceyc.c => main.c} |  61 ++++---
 .../base/svarianceyc/test/test.ndarray.js     |  13 +-
 .../svarianceyc/test/test.ndarray.native.js   |  13 +-
 .../base/svarianceyc/test/test.svarianceyc.js |  13 +-
 .../test/test.svarianceyc.native.js           |  13 +-
 23 files changed, 372 insertions(+), 201 deletions(-)
 rename lib/node_modules/@stdlib/stats/base/svarianceyc/src/{svarianceyc.c => main.c} (53%)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
index b10f32fc6bbb..68353dba9cf3 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
@@ -98,7 +98,7 @@ The use of the term `n-1` is commonly referred to as Bessel's correction. Note,
 var svarianceyc = require( '@stdlib/stats/base/svarianceyc' );
 ```
 
-#### svarianceyc( N, correction, x, stride )
+#### svarianceyc( N, correction, x, strideX )
 
 Computes the [variance][variance] of a single-precision floating-point strided array `x` using a one-pass algorithm proposed by Youngs and Cramer.
 
@@ -106,9 +106,8 @@ Computes the [variance][variance] of a single-precision floating-point strided a
 var Float32Array = require( '@stdlib/array/float32' );
 
 var x = new Float32Array( [ 1.0, -2.0, 2.0 ] );
-var N = x.length;
 
-var v = svarianceyc( N, 1, x, 1 );
+var v = svarianceyc( x.length, 1, x, 1 );
 // returns ~4.3333
 ```
 
@@ -117,18 +116,16 @@ The function has the following parameters:
 -   **N**: number of indexed elements.
 -   **correction**: degrees of freedom adjustment. Setting this parameter to a value other than `0` has the effect of adjusting the divisor during the calculation of the [variance][variance] according to `N-c` where `c` corresponds to the provided degrees of freedom adjustment. When computing the [variance][variance] of a population, setting this parameter to `0` is the standard choice (i.e., the provided array contains data constituting an entire population). When computing the unbiased sample [variance][variance], setting this parameter to `1` is the standard choice (i.e., the provided array contains data sampled from a larger population; this is commonly referred to as Bessel's correction).
 -   **x**: input [`Float32Array`][@stdlib/array/float32].
--   **stride**: index increment for `x`.
+-   **strideX**: stride length for `x`.
 
-The `N` and `stride` parameters determine which elements in `x` are accessed at runtime. For example, to compute the [variance][variance] of every other element in `x`,
+The `N` and stride parameters determine which elements in the strided array are accessed at runtime. For example, to compute the [variance][variance] of every other element in `x`,
 
 ```javascript
 var Float32Array = require( '@stdlib/array/float32' );
-var floor = require( '@stdlib/math/base/special/floor' );
 
 var x = new Float32Array( [ 1.0, 2.0, 2.0, -7.0, -2.0, 3.0, 4.0, 2.0 ] );
-var N = floor( x.length / 2 );
 
-var v = svarianceyc( N, 1, x, 2 );
+var v = svarianceyc( 4, 1, x, 2 );
 // returns 6.25
 ```
 
@@ -138,18 +135,15 @@ Note that indexing is relative to the first index. To introduce an offset, use [
 
 ```javascript
 var Float32Array = require( '@stdlib/array/float32' );
-var floor = require( '@stdlib/math/base/special/floor' );
 
 var x0 = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
 var x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
 
-var N = floor( x0.length / 2 );
-
-var v = svarianceyc( N, 1, x1, 2 );
+var v = svarianceyc( 4, 1, x1, 2 );
 // returns 6.25
 ```
 
-#### svarianceyc.ndarray( N, correction, x, stride, offset )
+#### svarianceyc.ndarray( N, correction, x, strideX, offsetX )
 
 Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
 
@@ -157,26 +151,24 @@ Computes the [variance][variance] of a single-precision floating-point strided a
 var Float32Array = require( '@stdlib/array/float32' );
 
 var x = new Float32Array( [ 1.0, -2.0, 2.0 ] );
-var N = x.length;
 
-var v = svarianceyc.ndarray( N, 1, x, 1, 0 );
+var v = svarianceyc.ndarray( x.length, 1, x, 1, 0 );
 // returns ~4.33333
 ```
 
 The function has the following additional parameters:
 
--   **offset**: starting index for `x`.
+-   **offsetX**: starting index for `x`.
 
-While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying `buffer`, the `offset` parameter supports indexing semantics based on a starting index. For example, to calculate the [variance][variance] for every other value in `x` starting from the second value
+While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying buffer, the offset parameter supports indexing semantics based on a starting index. For example, to calculate the [variance][variance] for every other element in `x` starting from the second element
 
 ```javascript
 var Float32Array = require( '@stdlib/array/float32' );
 var floor = require( '@stdlib/math/base/special/floor' );
 
 var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
-var N = floor( x.length / 2 );
 
-var v = svarianceyc.ndarray( N, 1, x, 2, 1 );
+var v = svarianceyc.ndarray( 4, 1, x, 2, 1 );
 // returns 6.25
 ```
 
@@ -224,10 +216,131 @@ console.log( v );
 
 <!-- /.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/svarianceyc.h"
+```
+
+#### stdlib_strided_svarianceyc( N, correction, \*X, strideX )
+
+Computes the [variance][variance] of a single-precision floating-point strided array `x` using a one-pass algorithm proposed by Youngs and Cramer.
+
+```c
+const float x[] = { 1.0f, -2.0f, 2.0f };
+
+float v = stdlib_strided_svarianceyc( 3, 1, x, 1 );
+// returns ~4.3333f
+```
+
+The function accepts the following arguments:
+
+-   **N**: `[in] CBLAS_INT` number of indexed elements.
+-   **correction**: `[in] float` degrees of freedom adjustment. Setting this parameter to a value other than 0 has the effect of adjusting the divisor during the calculation of the [variance][variance] according to `N-c` where c corresponds to the provided degrees of freedom adjustment. When computing the [variance][variance] of a population, setting this parameter to 0 is the standard choice (i.e., the provided array contains data constituting an entire population). When computing the unbiased sample [variance][variance], setting this parameter to 1 is the standard choice (i.e., the provided array contains data sampled from a larger population; this is commonly referred to as Bessel's correction).
+-   **x**: `[in] float*` input array.
+-   **strideX**: stride length for `x`.
+
+The `N` and stride parameters determine which elements in the strided array are accessed at runtime. For example, to compute the [variance][variance] of every other element in `x`,
+
+```c
+float stdlib_strided_svarianceyc( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX );
+```
+
+#### stdlib_strided_svarianceyc_ndarray( N, correction, \*X, strideX, offsetX )
+
+Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
+
+```c
+const float x[] = { 1.0f, -2.0f, 2.0f };
+
+float v = stdlib_strided_srange_ndarray( 3, 1, x, 1, 0 );
+// returns ~4.33333f
+```
+
+The function accepts the following arguments:
+
+-   **N**: `[in] CBLAS_INT` number of indexed elements.
+-   **correction** `[in] float`: degrees of freedom adjustment. Setting this parameter to a value other than `0` has the effect of adjusting the divisor during the calculation of the [variance][variance] according to `N-c` where `c` corresponds to the provided degrees of freedom adjustment. When computing the [variance][variance] of a population, setting this parameter to `0` is the standard choice (i.e., the provided array contains data constituting an entire population). When computing the unbiased sample [variance][variance], setting this parameter to `1` is the standard choice (i.e., the provided array contains data sampled from a larger population; this is commonly referred to as Bessel's correction).
+-   **X**: `[in] float*` input array.
+-   **strideX**: `[in] CBLAS_INT` stride length for `X`.
+-   **offsetX**: `[in] CBLAS_INT` starting index for `X`.
+
+```c
+float stdlib_strided_svarianceyc_ndarray( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX );
+```
+
+</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/svarianceyc.h"
+#include <stdio.h>
+
+int main( void ) {
+    // Create a strided array:
+    const float x[] = { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f };
+
+    // Specify the number of elements:
+    const int N = 4;
+
+    // Specify the stride length:
+    const int strideX = 2;
+
+    // Compute the variance:
+    float v = stdlib_strided_svarianceyc( N, 1.0f, x, strideX );
+
+    // Print the result:
+    printf( "sample variance: %f\n", v );
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
 <section class="references">
 
+* * *
+
 ## References
 
 -   Youngs, Edward A., and Elliot M. Cramer. 1971. "Some Results Relevant to Choice of Sum and Sum-of-Product Algorithms." _Technometrics_ 13 (3): 657–65. doi:[10.1080/00401706.1971.10488826][@youngs:1971a].
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
index 4c4b88cace53..42de4b75e183 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
@@ -21,14 +21,20 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
-var Float32Array = require( '@stdlib/array/float32' );
 var pkg = require( './../package.json' ).name;
 var svarianceyc = require( './../lib/svarianceyc.js' );
 
 
+// VARIABLES //
+
+var option = {
+	'dtype': 'float32'
+};
+
+
 // FUNCTIONS //
 
 /**
@@ -40,12 +46,8 @@ var svarianceyc = require( './../lib/svarianceyc.js' );
 */
 function createBenchmark( len ) {
 	var x;
-	var i;
 
-	x = new Float32Array( len );
-	for ( i = 0; i < x.length; i++ ) {
-		x[ i ] = ( randu()*20.0 ) - 10.0;
-	}
+	x = uniform( len, -10, 10, option );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
index f73c73480731..34f9eecd555e 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
@@ -22,10 +22,9 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
-var Float32Array = require( '@stdlib/array/float32' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var pkg = require( './../package.json' ).name;
 
@@ -36,6 +35,9 @@ var svarianceyc = tryRequire( resolve( __dirname, './../lib/svarianceyc.native.j
 var opts = {
 	'skip': ( svarianceyc instanceof Error )
 };
+var option = {
+	'dtype': 'float32'
+};
 
 
 // FUNCTIONS //
@@ -49,12 +51,8 @@ var opts = {
 */
 function createBenchmark( len ) {
 	var x;
-	var i;
 
-	x = new Float32Array( len );
-	for ( i = 0; i < x.length; i++ ) {
-		x[ i ] = ( randu()*20.0 ) - 10.0;
-	}
+	x = uniform( len, -10, 10, option );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
index ec4a91a25751..f974ddcf93bb 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
@@ -21,14 +21,20 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var	uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
-var Float32Array = require( '@stdlib/array/float32' );
 var pkg = require( './../package.json' ).name;
 var svarianceyc = require( './../lib/ndarray.js' );
 
 
+// VARIABLES //
+
+var option = {
+	'dtype': 'float32'
+};
+
+
 // FUNCTIONS //
 
 /**
@@ -40,12 +46,8 @@ var svarianceyc = require( './../lib/ndarray.js' );
 */
 function createBenchmark( len ) {
 	var x;
-	var i;
 
-	x = new Float32Array( len );
-	for ( i = 0; i < x.length; i++ ) {
-		x[ i ] = ( randu()*20.0 ) - 10.0;
-	}
+	x = uniform( len, -10, 10, option );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
index 8f9604ba6521..2bdb48c6fc05 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
@@ -22,10 +22,9 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/array/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pow = require( '@stdlib/math/base/special/pow' );
-var Float32Array = require( '@stdlib/array/float32' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var pkg = require( './../package.json' ).name;
 
@@ -36,6 +35,9 @@ var svarianceyc = tryRequire( resolve( __dirname, './../lib/ndarray.native.js' )
 var opts = {
 	'skip': ( svarianceyc instanceof Error )
 };
+var option = {
+	'dtype': 'float32'
+};
 
 
 // FUNCTIONS //
@@ -49,12 +51,8 @@ var opts = {
 */
 function createBenchmark( len ) {
 	var x;
-	var i;
 
-	x = new Float32Array( len );
-	for ( i = 0; i < x.length; i++ ) {
-		x[ i ] = ( randu()*20.0 ) - 10.0;
-	}
+	x = uniform( len, -10, 10, option );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c
index ec0cc594aaa0..1d1040fcc849 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c
@@ -94,7 +94,7 @@ static float rand_float( void ) {
 * @param len          array length
 * @return             elapsed time in seconds
 */
-static double benchmark( int iterations, int len ) {
+static double benchmark1( int iterations, int len ) {
 	double elapsed;
 	float x[ len ];
 	float v;
@@ -120,6 +120,39 @@ static double benchmark( int iterations, int len ) {
 	return elapsed;
 }
 
+/**
+* Runs a benchmark.
+*
+* @param iterations   number of iterations
+* @param len          array length
+* @return             elapsed time in seconds
+*/
+static double benchmark2( int iterations, int len ) {
+	double elapsed;
+	float x[ len ];
+	float v;
+	double t;
+	int i;
+
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = ( rand_float() * 20000.0f ) - 10000.0f;
+	}
+	v = 0.0f;
+	t = tic();
+	for ( i = 0; i < iterations; i++ ) {
+		v = stdlib_strided_svarianceyc_ndarray( len, 1.0f, x, 1, 0 );
+		if ( v != v ) {
+			printf( "should not return NaN\n" );
+			break;
+		}
+	}
+	elapsed = tic() - t;
+	if ( v != v ) {
+		printf( "should not return NaN\n" );
+	}
+	return elapsed;
+}
+
 /**
 * Main execution sequence.
 */
@@ -142,7 +175,18 @@ int main( void ) {
 		for ( j = 0; j < REPEATS; j++ ) {
 			count += 1;
 			printf( "# c::%s:len=%d\n", NAME, len );
-			elapsed = benchmark( iter, len );
+			elapsed = benchmark1( iter, len );
+			print_results( iter, elapsed );
+			printf( "ok %d benchmark finished\n", count );
+		}
+	}
+	for ( i = MIN; i <= MAX; i++ ) {
+		len = pow( 10, i );
+		iter = ITERATIONS / pow( 10, i-1 );
+		for ( j = 0; j < REPEATS; j++ ) {
+			count += 1;
+			printf( "# c::%s:ndarray:len=%d\n", NAME, len );
+			elapsed = benchmark2( iter, len );
 			print_results( iter, elapsed );
 			printf( "ok %d benchmark finished\n", count );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
index c690da3ac3f5..c81ef714e0d3 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
@@ -1,10 +1,10 @@
 
-{{alias}}( N, correction, x, stride )
+{{alias}}( N, correction, x, strideX )
     Computes the variance of a single-precision floating-point strided array
     using a one-pass algorithm proposed by Youngs and Cramer.
 
-    The `N` and `stride` parameters determine which elements in `x` are accessed
-    at runtime.
+    The `N` and stride parameters determine which elements in the strided array
+    are accessed at runtime.
 
     Indexing is relative to the first index. To introduce an offset, use a typed
     array view.
@@ -31,8 +31,8 @@
     x: Float32Array
         Input array.
 
-    stride: integer
-        Index increment.
+    strideX: integer
+        Stride length.
 
     Returns
     -------
@@ -48,20 +48,17 @@
 
     // Using `N` and `stride` parameters:
     > x = new {{alias:@stdlib/array/float32}}( [ -2.0, 1.0, 1.0, -5.0, 2.0, -1.0 ] );
-    > var N = {{alias:@stdlib/math/base/special/floor}}( x.length / 2 );
-    > var stride = 2;
-    > {{alias}}( N, 1, x, stride )
+    > {{alias}}( 3, 1, x, 2 )
     ~4.3333
 
     // Using view offsets:
     > var x0 = new {{alias:@stdlib/array/float32}}( [ 1.0, -2.0, 3.0, 2.0, 5.0, -1.0 ] );
     > var x1 = new {{alias:@stdlib/array/float32}}( x0.buffer, x0.BYTES_PER_ELEMENT*1 );
-    > N = {{alias:@stdlib/math/base/special/floor}}( x0.length / 2 );
-    > stride = 2;
-    > {{alias}}( N, 1, x1, stride )
+    > {{alias}}( 3, 1, x1, 2 )
     ~4.3333
 
-{{alias}}.ndarray( N, correction, x, stride, offset )
+
+{{alias}}.ndarray( N, correction, x, strideX, offsetX )
     Computes the variance of a single-precision floating-point strided array
     using a one-pass algorithm proposed by Youngs and Cramer and alternative
     indexing semantics.
@@ -90,10 +87,10 @@
     x: Float32Array
         Input array.
 
-    stride: integer
-        Index increment.
+    strideX: integer
+        Stride length.
 
-    offset: integer
+    offsetX: integer
         Starting index.
 
     Returns
@@ -110,10 +107,8 @@
 
     // Using offset parameter:
     > var x = new {{alias:@stdlib/array/float32}}( [ 1.0, -2.0, 3.0, 2.0, 5.0, -1.0 ] );
-    > var N = {{alias:@stdlib/math/base/special/floor}}( x.length / 2 );
-    > {{alias}}.ndarray( N, 1, x, 2, 1 )
+    > {{alias}}.ndarray( 3, 1, x, 2, 1 )
     ~4.3333
 
     See Also
     --------
-
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/types/index.d.ts b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/types/index.d.ts
index eb640d094f58..bbc7845b6ac5 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/types/index.d.ts
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/types/index.d.ts
@@ -28,7 +28,7 @@ interface Routine {
 	* @param N - number of indexed elements
 	* @param correction - degrees of freedom adjustment
 	* @param x - input array
-	* @param stride - stride length
+	* @param strideX - stride length
 	* @returns variance
 	*
 	* @example
@@ -39,7 +39,7 @@ interface Routine {
 	* var v = svarianceyc( x.length, 1, x, 1 );
 	* // returns ~4.3333
 	*/
-	( N: number, correction: number, x: Float32Array, stride: number ): number;
+	( N: number, correction: number, x: Float32Array, strideX: number ): number;
 
 	/**
 	* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
@@ -47,8 +47,8 @@ interface Routine {
 	* @param N - number of indexed elements
 	* @param correction - degrees of freedom adjustment
 	* @param x - input array
-	* @param stride - stride length
-	* @param offset - starting index
+	* @param strideX - stride length
+	* @param offsetX - starting index
 	* @returns variance
 	*
 	* @example
@@ -59,7 +59,7 @@ interface Routine {
 	* var v = svarianceyc.ndarray( x.length, 1, x, 1, 0 );
 	* // returns ~4.3333
 	*/
-	ndarray( N: number, correction: number, x: Float32Array, stride: number, offset: number ): number;
+	ndarray( N: number, correction: number, x: Float32Array, strideX: number, offsetX: number ): number;
 }
 
 /**
@@ -68,7 +68,7 @@ interface Routine {
 * @param N - number of indexed elements
 * @param correction - degrees of freedom adjustment
 * @param x - input array
-* @param stride - stride length
+* @param strideX - stride length
 * @returns variance
 *
 * @example
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/c/example.c
index 1d781c4c705b..487730dc1402 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/c/example.c
@@ -17,21 +17,20 @@
 */
 
 #include "stdlib/stats/base/svarianceyc.h"
-#include <stdint.h>
 #include <stdio.h>
 
 int main( void ) {
 	// Create a strided array:
-	float x[] = { 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0 };
+	const float x[] = { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f };
 
 	// Specify the number of elements:
-	int64_t N = 4;
+	const int N = 4;
 
 	// Specify the stride length:
-	int64_t stride = 2;
+	const int strideX = 2;
 
 	// Compute the variance:
-	float v = stdlib_strided_svarianceyc( N, 1.0f, x, stride );
+	float v = stdlib_strided_svarianceyc( N, 1.0f, x, strideX );
 
 	// Print the result:
 	printf( "sample variance: %f\n", v );
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
index 25f0b017410f..6a8becd8deba 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
@@ -18,18 +18,12 @@
 
 'use strict';
 
-var randu = require( '@stdlib/random/base/randu' );
-var round = require( '@stdlib/math/base/special/round' );
-var Float32Array = require( '@stdlib/array/float32' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var svarianceyc = require( './../lib' );
 
 var x;
-var i;
 
-x = new Float32Array( 10 );
-for ( i = 0; i < x.length; i++ ) {
-	x[ i ] = round( (randu()*100.0) - 50.0 );
-}
+x = discreteUniform( 10, -50, 50 );
 console.log( x );
 
 var v = svarianceyc( x.length, 1, x, 1 );
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h b/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
index 031d5f018000..02794063d290 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
@@ -19,7 +19,7 @@
 #ifndef STDLIB_STATS_BASE_SVARIANCEYC_H
 #define STDLIB_STATS_BASE_SVARIANCEYC_H
 
-#include <stdint.h>
+#include "stdlib/blas/base/shared.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.
@@ -31,7 +31,12 @@ extern "C" {
 /**
 * Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.
 */
-float stdlib_strided_svarianceyc( const int64_t N, const float correction, const float *X, const int64_t stride );
+float API_SUFFIX(stdlib_strided_svarianceyc)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX );
+
+/**
+* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.
+*/
+float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX );
 
 #ifdef __cplusplus
 }
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
index 0448f6def64f..cdaa30e4f317 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
@@ -28,9 +28,8 @@
 * var svarianceyc = require( '@stdlib/stats/base/svarianceyc' );
 *
 * var x = new Float32Array( [ 1.0, -2.0, 2.0 ] );
-* var N = x.length;
 *
-* var v = svarianceyc( N, 1, x, 1 );
+* var v = svarianceyc( x.length, 1, x, 1 );
 * // returns ~4.3333
 *
 * @example
@@ -39,9 +38,8 @@
 * var svarianceyc = require( '@stdlib/stats/base/svarianceyc' );
 *
 * var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
-* var N = floor( x.length / 2 );
 *
-* var v = svarianceyc.ndarray( N, 1, x, 2, 1 );
+* var v = svarianceyc.ndarray( x.length, 1, x, 2, 1 );
 * // returns 6.25
 */
 
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js
index f2ff0bf51164..a82998f67c41 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js
@@ -39,8 +39,8 @@ var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 * @param {PositiveInteger} N - number of indexed elements
 * @param {number} correction - degrees of freedom adjustment
 * @param {Float32Array} x - input array
-* @param {integer} stride - stride length
-* @param {NonNegativeInteger} offset - starting index
+* @param {integer} strideX - stride length
+* @param {NonNegativeInteger} offsetX - starting index
 * @returns {number} variance
 *
 * @example
@@ -53,7 +53,7 @@ var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 * var v = svarianceyc( N, 1, x, 2, 1 );
 * // returns 6.25
 */
-function svarianceyc( N, correction, x, stride, offset ) {
+function svarianceyc( N, correction, x, strideX, offsetX ) {
 	var sum;
 	var ix;
 	var S;
@@ -66,18 +66,18 @@ function svarianceyc( N, correction, x, stride, offset ) {
 	if ( N <= 0 || n <= 0.0 ) {
 		return NaN;
 	}
-	if ( N === 1 || stride === 0 ) {
+	if ( N === 1 || strideX === 0 ) {
 		return 0.0;
 	}
-	sum = x[ offset ];
-	ix = offset + stride;
+	sum = x[ offsetX ];
+	ix = offsetX + strideX;
 	S = 0.0;
 	for ( i = 2; i <= N; i++ ) {
 		v = x[ ix ];
 		sum = float64ToFloat32( sum+v );
 		d = float64ToFloat32( float64ToFloat32( i*v ) - sum );
 		S = float64ToFloat32( S + float64ToFloat32( float64ToFloat32( float64ToFloat32( 1.0/(i*(i-1)) ) * d ) * d ) ); // eslint-disable-line max-len
-		ix += stride;
+		ix += strideX;
 	}
 	return float64ToFloat32( S/n );
 }
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.native.js
index b2defbd30d7d..bfc7102da52c 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.native.js
@@ -20,8 +20,7 @@
 
 // MODULES //
 
-var Float32Array = require( '@stdlib/array/float32' );
-var addon = require( './svarianceyc.native.js' );
+var addon = require( './../src/addon.node' );
 
 
 // MAIN //
@@ -32,27 +31,20 @@ var addon = require( './svarianceyc.native.js' );
 * @param {PositiveInteger} N - number of indexed elements
 * @param {number} correction - degrees of freedom adjustment
 * @param {Float32Array} x - input array
-* @param {integer} stride - stride length
-* @param {NonNegativeInteger} offset - starting index
+* @param {integer} strideX - stride length
+* @param {NonNegativeInteger} offsetX - starting index
 * @returns {number} variance
 *
 * @example
 * var Float32Array = require( '@stdlib/array/float32' );
-* var floor = require( '@stdlib/math/base/special/floor' );
 *
 * var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
-* var N = floor( x.length / 2 );
 *
-* var v = svarianceyc( N, 1, x, 2, 1 );
+* var v = svarianceyc( 4, 1, x, 2, 1 );
 * // returns 6.25
 */
-function svarianceyc( N, correction, x, stride, offset ) {
-	var view;
-	if ( stride < 0 ) {
-		offset += (N-1) * stride;
-	}
-	view = new Float32Array( x.buffer, x.byteOffset+(x.BYTES_PER_ELEMENT*offset), x.length-offset ); // eslint-disable-line max-len
-	return addon( N, correction, view, stride );
+function svarianceyc( N, correction, x, strideX, offsetX ) {
+	return addon.ndarray( N, correction, x, strideX, offsetX );
 }
 
 
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js
index 231ff2d6b467..08b5d1f58fd1 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js
@@ -39,19 +39,18 @@ var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 * @param {PositiveInteger} N - number of indexed elements
 * @param {number} correction - degrees of freedom adjustment
 * @param {Float32Array} x - input array
-* @param {integer} stride - stride length
+* @param {integer} strideX - stride length
 * @returns {number} variance
 *
 * @example
 * var Float32Array = require( '@stdlib/array/float32' );
 *
 * var x = new Float32Array( [ 1.0, -2.0, 2.0 ] );
-* var N = x.length;
 *
-* var v = svarianceyc( N, 1, x, 1 );
+* var v = svarianceyc( x.length, 1, x, 1 );
 * // returns ~4.3333
 */
-function svarianceyc( N, correction, x, stride ) {
+function svarianceyc( N, correction, x, strideX ) {
 	var sum;
 	var ix;
 	var S;
@@ -64,23 +63,23 @@ function svarianceyc( N, correction, x, stride ) {
 	if ( N <= 0 || n <= 0.0 ) {
 		return NaN;
 	}
-	if ( N === 1 || stride === 0 ) {
+	if ( N === 1 || strideX === 0 ) {
 		return 0.0;
 	}
-	if ( stride < 0 ) {
-		ix = (1-N) * stride;
+	if ( strideX < 0 ) {
+		ix = (1-N) * strideX;
 	} else {
 		ix = 0;
 	}
 	sum = x[ ix ];
-	ix += stride;
+	ix += strideX;
 	S = 0.0;
 	for ( i = 2; i <= N; i++ ) {
 		v = x[ ix ];
 		sum = float64ToFloat32( sum+v );
 		d = float64ToFloat32( float64ToFloat32( i*v ) - sum );
 		S = float64ToFloat32( S + float64ToFloat32( float64ToFloat32( float64ToFloat32( 1.0/(i*(i-1)) ) * d ) * d ) ); // eslint-disable-line max-len
-		ix += stride;
+		ix += strideX;
 	}
 	return float64ToFloat32( S/n );
 }
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.native.js
index 7be67f8937d1..fb01afc45cb0 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.native.js
@@ -31,20 +31,19 @@ var addon = require( './../src/addon.node' );
 * @param {PositiveInteger} N - number of indexed elements
 * @param {number} correction - degrees of freedom adjustment
 * @param {Float32Array} x - input array
-* @param {integer} stride - stride length
+* @param {integer} strideX - stride length
 * @returns {number} variance
 *
 * @example
 * var Float32Array = require( '@stdlib/array/float32' );
 *
 * var x = new Float32Array( [ 1.0, -2.0, 2.0 ] );
-* var N = x.length;
 *
-* var v = svarianceyc( N, 1, x, 1 );
+* var v = svarianceyc( x.length, 1, x, 1 );
 * // returns ~4.3333
 */
-function svarianceyc( N, correction, x, stride ) {
-	return addon( N, correction, x, stride );
+function svarianceyc( N, correction, x, strideX ) {
+	return addon( N, correction, x, strideX );
 }
 
 
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json b/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
index 84a0318f76e3..44eefc954631 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
@@ -1,6 +1,7 @@
 {
   "options": {
-    "task": "build"
+    "task": "build",
+    "wasm": false
   },
   "fields": [
     {
@@ -27,8 +28,9 @@
   "confs": [
     {
      "task": "build",
+     "wasm": false,
       "src": [
-        "./src/svarianceyc.c"
+        "./src/main.c"
       ],
       "include": [
         "./include"
@@ -39,6 +41,8 @@
       "libpath": [],
       "dependencies": [
         "@stdlib/napi/export",
+        "@stdlib/blas/base/shared",
+        "@stdlib/strided/base/stride2offset",
         "@stdlib/napi/argv",
         "@stdlib/napi/argv-int64",
         "@stdlib/napi/argv-strided-float32array",
@@ -48,8 +52,9 @@
     },
     {
       "task": "benchmark",
+      "wasm": false,
       "src": [
-        "./src/svarianceyc.c"
+        "./src/main.c"
       ],
       "include": [
         "./include"
@@ -58,12 +63,16 @@
         "-lm"
       ],
       "libpath": [],
-      "dependencies": []
+      "dependencies": [
+        "@stdlib/blas/base/shared",
+        "@stdlib/strided/base/stride2offset"
+      ]
     },
     {
       "task": "examples",
+      "wasm": false,
       "src": [
-        "./src/svarianceyc.c"
+        "./src/main.c"
       ],
       "include": [
         "./include"
@@ -72,7 +81,28 @@
         "-lm"
       ],
       "libpath": [],
-      "dependencies": []
+      "dependencies": [
+        "@stdlib/blas/base/shared",
+        "@stdlib/strided/base/stride2offset"
+      ]
+    },
+    {
+      "task": "",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [
+        "-lm"
+      ],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/blas/base/shared",
+        "@stdlib/strided/base/stride2offset"
+      ]
     }
   ]
 }
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
index f6a7f461b80e..26a46972c4da 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
@@ -36,10 +36,28 @@ static napi_value addon( napi_env env, napi_callback_info info ) {
 	STDLIB_NAPI_ARGV( env, info, argv, argc, 4 );
 	STDLIB_NAPI_ARGV_INT64( env, N, argv, 0 );
 	STDLIB_NAPI_ARGV_FLOAT( env, correction, argv, 1 );
-	STDLIB_NAPI_ARGV_INT64( env, stride, argv, 3 );
-	STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, stride, argv, 2 )
-	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc( N, correction, X, stride ), v );
+	STDLIB_NAPI_ARGV_INT64( env, strideX, argv, 3 );
+	STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, strideX, argv, 2 );
+	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc( N, correction, X, strideX ), v );
 	return v;
 }
 
-STDLIB_NAPI_MODULE_EXPORT_FCN( addon )
+/**
+* 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_method( napi_env env, napi_callback_info info ) {
+	STDLIB_NAPI_ARGV( env, info, argv, argc, 5 );
+	STDLIB_NAPI_ARGV_INT64( env, N, argv, 0 );
+	STDLIB_NAPI_ARGV_FLOAT( env, correction, argv, 1 );
+	STDLIB_NAPI_ARGV_INT64( env, strideX, argv, 3 );
+	STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, strideX, argv, 2 );
+	STDLIB_NAPI_ARGV_INT64( env, offesetX, argv, 4 );
+	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc_ndarray( N, correction, X, strideX, offesetX ), v );
+
+	return v;
+}
+STDLIB_NAPI_MODULE_EXPORT_FCN_WITH_METHOD( addon, "ndarray", addon_method )
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/svarianceyc.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
similarity index 53%
rename from lib/node_modules/@stdlib/stats/base/svarianceyc/src/svarianceyc.c
rename to lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
index 0b74c6148e04..fa6e87a31530 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/svarianceyc.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
@@ -17,7 +17,8 @@
 */
 
 #include "stdlib/stats/base/svarianceyc.h"
-#include <stdint.h>
+#include "stdlib/blas/base/shared.h"
+#include "stdlib/strided/base/stride2offset.h"
 
 /**
 * Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.
@@ -33,33 +34,45 @@
 * @param N           number of indexed elements
 * @param correction  degrees of freedom adjustment
 * @param X           input array
-* @param stride      stride length
+* @param strideX     stride length
 * @return            output value
 */
-float stdlib_strided_svarianceyc( const int64_t N, const float correction, const float *X, const int64_t stride ) {
-	int64_t ix;
-	int64_t i;
-	double di;
-	float sum;
-	double n;
-	float S;
+float API_SUFFIX(stdlib_strided_svarianceyc)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX ) {
+    CBLAS_INT ox = stdlib_strided_stride2offset( N, strideX );
+    return API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( N, correction, X, strideX, ox );
+}
+
+
+/**
+* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer using alternative indexing semantics.
+*
+* @param N           number of indexed elements
+* @param correction  degrees of freedom adjustment
+* @param X           input array
+* @param strideX     stride length
+* @param offsetX     starting index of X
+* @return            output value
+*/
+float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX ) {
+    CBLAS_INT ix;
+    CBLAS_INT i;
+    double di;
+    float sum;
+    double n;
+    float S;
 	float v;
 	float d;
 
-	n = (double)N - (double)correction;
-	if ( N <= 0 || n <= 0.0f ) {
-		return 0.0f / 0.0f; // NaN
-	}
-	if ( N == 1 || stride == 0 ) {
-		return 0.0f;
-	}
-	if ( stride < 0 ) {
-		ix = (1-N) * stride;
-	} else {
-		ix = 0;
-	}
-	sum = X[ ix ];
-	ix += stride;
+    n = (double)N - (double)correction;
+    if ( N <= 0 || n <= 0.0f ) {
+        return 0.0f / 0.0f; // Nan
+    }
+    if ( N ==1 || strideX == 0 ) {
+        return 0.0f;
+    }
+    ix = offsetX;
+    sum = X[ ix ];
+	ix += strideX;
 	S = 0.0f;
 	for ( i = 2; i <= N; i++ ) {
 		di = (double)i;
@@ -67,7 +80,7 @@ float stdlib_strided_svarianceyc( const int64_t N, const float correction, const
 		sum += v;
 		d = (float)(di*(double)v) - sum;
 		S += (float)(1.0/(di*(di-1.0))) * d * d;
-		ix += stride;
+		ix += strideX;
 	}
 	return (double)S / n;
 }
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.js
index 4744735e1b4f..0ad58b76d89f 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.js
@@ -21,7 +21,6 @@
 // MODULES //
 
 var tape = require( 'tape' );
-var floor = require( '@stdlib/math/base/special/floor' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 var Float32Array = require( '@stdlib/array/float32' );
@@ -122,7 +121,6 @@ tape( 'if provided a `correction` parameter yielding `N-correction` less than or
 });
 
 tape( 'the function supports a `stride` parameter', function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -137,15 +135,13 @@ tape( 'the function supports a `stride` parameter', function test( t ) {
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, 2, 0 );
+	v = svarianceyc( 4, 1, x, 2, 0 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
 });
 
 tape( 'the function supports a negative `stride` parameter', function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -160,8 +156,7 @@ tape( 'the function supports a negative `stride` parameter', function test( t )
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, -2, 6 );
+	v = svarianceyc( 4, 1, x, -2, 6 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
@@ -180,7 +175,6 @@ tape( 'if provided a `stride` parameter equal to `0`, the function returns `0`',
 });
 
 tape( 'the function supports an `offset` parameter', function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -194,9 +188,8 @@ tape( 'the function supports an `offset` parameter', function test( t ) {
 		3.0,
 		4.0   // 3
 	]);
-	N = floor( x.length / 2 );
 
-	v = svarianceyc( N, 1, x, 2, 1 );
+	v = svarianceyc( 4, 1, x, 2, 1 );
 	t.strictEqual( v, 6.25, 'returns expected value' );
 
 	t.end();
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.native.js
index 1209c9324116..5aa8b35322d9 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.ndarray.native.js
@@ -22,7 +22,6 @@
 
 var resolve = require( 'path' ).resolve;
 var tape = require( 'tape' );
-var floor = require( '@stdlib/math/base/special/floor' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 var Float32Array = require( '@stdlib/array/float32' );
@@ -131,7 +130,6 @@ tape( 'if provided a `correction` parameter yielding `N-correction` less than or
 });
 
 tape( 'the function supports a `stride` parameter', opts, function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -146,15 +144,13 @@ tape( 'the function supports a `stride` parameter', opts, function test( t ) {
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, 2, 0 );
+	v = svarianceyc( 4, 1, x, 2, 0 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
 });
 
 tape( 'the function supports a negative `stride` parameter', opts, function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -169,8 +165,7 @@ tape( 'the function supports a negative `stride` parameter', opts, function test
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, -2, 6 );
+	v = svarianceyc( 4, 1, x, -2, 6 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
@@ -189,7 +184,6 @@ tape( 'if provided a `stride` parameter equal to `0`, the function returns `0`',
 });
 
 tape( 'the function supports an `offset` parameter', opts, function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -203,9 +197,8 @@ tape( 'the function supports an `offset` parameter', opts, function test( t ) {
 		3.0,
 		4.0   // 3
 	]);
-	N = floor( x.length / 2 );
 
-	v = svarianceyc( N, 1, x, 2, 1 );
+	v = svarianceyc( 4, 1, x, 2, 1 );
 	t.strictEqual( v, 6.25, 'returns expected value' );
 
 	t.end();
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.js
index 4f7b762d4610..b3958706e4b5 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.js
@@ -21,7 +21,6 @@
 // MODULES //
 
 var tape = require( 'tape' );
-var floor = require( '@stdlib/math/base/special/floor' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 var Float32Array = require( '@stdlib/array/float32' );
@@ -122,7 +121,6 @@ tape( 'if provided a `correction` parameter yielding `N-correction` less than or
 });
 
 tape( 'the function supports a `stride` parameter', function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -137,15 +135,13 @@ tape( 'the function supports a `stride` parameter', function test( t ) {
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, 2 );
+	v = svarianceyc( 4, 1, x, 2 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
 });
 
 tape( 'the function supports a negative `stride` parameter', function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -160,8 +156,7 @@ tape( 'the function supports a negative `stride` parameter', function test( t )
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, -2 );
+	v = svarianceyc( 4, 1, x, -2 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
@@ -182,7 +177,6 @@ tape( 'if provided a `stride` parameter equal to `0`, the function returns `0`',
 tape( 'the function supports view offsets', function test( t ) {
 	var x0;
 	var x1;
-	var N;
 	var v;
 
 	x0 = new Float32Array([
@@ -198,9 +192,8 @@ tape( 'the function supports view offsets', function test( t ) {
 	]);
 
 	x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
-	N = floor(x1.length / 2);
 
-	v = svarianceyc( N, 1, x1, 2 );
+	v = svarianceyc( 4, 1, x1, 2 );
 	t.strictEqual( v, 6.25, 'returns expected value' );
 
 	t.end();
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.native.js
index 3fd5c7b2faa6..36114f5da184 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/test/test.svarianceyc.native.js
@@ -22,7 +22,6 @@
 
 var resolve = require( 'path' ).resolve;
 var tape = require( 'tape' );
-var floor = require( '@stdlib/math/base/special/floor' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 var Float32Array = require( '@stdlib/array/float32' );
@@ -131,7 +130,6 @@ tape( 'if provided a `correction` parameter yielding `N-correction` less than or
 });
 
 tape( 'the function supports a `stride` parameter', opts, function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -146,15 +144,13 @@ tape( 'the function supports a `stride` parameter', opts, function test( t ) {
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, 2 );
+	v = svarianceyc( 4, 1, x, 2 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
 });
 
 tape( 'the function supports a negative `stride` parameter', opts, function test( t ) {
-	var N;
 	var x;
 	var v;
 
@@ -169,8 +165,7 @@ tape( 'the function supports a negative `stride` parameter', opts, function test
 		2.0
 	]);
 
-	N = floor( x.length / 2 );
-	v = svarianceyc( N, 1, x, -2 );
+	v = svarianceyc( 4, 1, x, -2 );
 
 	t.strictEqual( v, 6.25, 'returns expected value' );
 	t.end();
@@ -191,7 +186,6 @@ tape( 'if provided a `stride` parameter equal to `0`, the function returns `0`',
 tape( 'the function supports view offsets', opts, function test( t ) {
 	var x0;
 	var x1;
-	var N;
 	var v;
 
 	x0 = new Float32Array([
@@ -207,9 +201,8 @@ tape( 'the function supports view offsets', opts, function test( t ) {
 	]);
 
 	x1 = new Float32Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
-	N = floor(x1.length / 2);
 
-	v = svarianceyc( N, 1, x1, 2 );
+	v = svarianceyc( 4, 1, x1, 2 );
 	t.strictEqual( v, 6.25, 'returns expected value' );
 
 	t.end();

From 6eba0833d073d3e2bdb670b25fd23d18c3220361 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Mon, 30 Dec 2024 09:34:12 +0000
Subject: [PATCH 02/20] fix: fixing cppcheck error

---
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: na
  - task: lint_c_benchmarks
    status: passed
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stats/base/svarianceyc/benchmark/c/benchmark.length.c       | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c
index 1d1040fcc849..58d05b4c6c9f 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/c/benchmark.length.c
@@ -107,6 +107,7 @@ static double benchmark1( int iterations, int len ) {
 	v = 0.0f;
 	t = tic();
 	for ( i = 0; i < iterations; i++ ) {
+		// cppcheck-suppress uninitvar
 		v = stdlib_strided_svarianceyc( len, 1.0f, x, 1 );
 		if ( v != v ) {
 			printf( "should not return NaN\n" );
@@ -140,6 +141,7 @@ static double benchmark2( int iterations, int len ) {
 	v = 0.0f;
 	t = tic();
 	for ( i = 0; i < iterations; i++ ) {
+		// cppcheck-suppress uninitvar
 		v = stdlib_strided_svarianceyc_ndarray( len, 1.0f, x, 1, 0 );
 		if ( v != v ) {
 			printf( "should not return NaN\n" );

From 8e403f3d0d5cf9968d23c8d33ad128f19df305a9 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Sat, 4 Jan 2025 12:10:10 +0530
Subject: [PATCH 03/20] fix: fixing mistakes

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

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

---
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/svarianceyc/README.md  | 17 +++------
 .../base/svarianceyc/benchmark/benchmark.js   |  4 +--
 .../svarianceyc/benchmark/benchmark.native.js |  4 +--
 .../benchmark/benchmark.ndarray.js            |  4 +--
 .../benchmark/benchmark.ndarray.native.js     |  4 +--
 .../stats/base/svarianceyc/examples/index.js  |  4 ++-
 .../stats/base/svarianceyc/lib/index.js       |  1 -
 .../stats/base/svarianceyc/lib/ndarray.js     |  4 +--
 .../stats/base/svarianceyc/lib/svarianceyc.js | 35 ++-----------------
 .../stats/base/svarianceyc/manifest.json      | 12 ++-----
 .../stats/base/svarianceyc/src/addon.c        |  1 -
 11 files changed, 22 insertions(+), 68 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
index 68353dba9cf3..4f5869362385 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
@@ -164,7 +164,6 @@ While [`typed array`][mdn-typed-array] views mandate a view offset based on the
 
 ```javascript
 var Float32Array = require( '@stdlib/array/float32' );
-var floor = require( '@stdlib/math/base/special/floor' );
 
 var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
 
@@ -194,18 +193,12 @@ var v = svarianceyc.ndarray( 4, 1, x, 2, 1 );
 <!-- eslint no-undef: "error" -->
 
 ```javascript
-var randu = require( '@stdlib/random/base/randu' );
-var round = require( '@stdlib/math/base/special/round' );
-var Float32Array = require( '@stdlib/array/float32' );
+var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var svarianceyc = require( '@stdlib/stats/base/svarianceyc' );
 
-var x;
-var i;
-
-x = new Float32Array( 10 );
-for ( i = 0; i < x.length; i++ ) {
-    x[ i ] = round( (randu()*100.0) - 50.0 );
-}
+var x = discreteUniform( 10, -50, 50, {
+    'dtype': 'float32'
+});
 console.log( x );
 
 var v = svarianceyc( x.length, 1, x, 1 );
@@ -260,8 +253,6 @@ The function accepts the following arguments:
 -   **x**: `[in] float*` input array.
 -   **strideX**: stride length for `x`.
 
-The `N` and stride parameters determine which elements in the strided array are accessed at runtime. For example, to compute the [variance][variance] of every other element in `x`,
-
 ```c
 float stdlib_strided_svarianceyc( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX );
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
index 42de4b75e183..5557ddf0f572 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
@@ -30,7 +30,7 @@ var svarianceyc = require( './../lib/svarianceyc.js' );
 
 // VARIABLES //
 
-var option = {
+var options = {
 	'dtype': 'float32'
 };
 
@@ -47,7 +47,7 @@ var option = {
 function createBenchmark( len ) {
 	var x;
 
-	x = uniform( len, -10, 10, option );
+	x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
index 34f9eecd555e..4ac7a1639e11 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
@@ -35,7 +35,7 @@ var svarianceyc = tryRequire( resolve( __dirname, './../lib/svarianceyc.native.j
 var opts = {
 	'skip': ( svarianceyc instanceof Error )
 };
-var option = {
+var options = {
 	'dtype': 'float32'
 };
 
@@ -52,7 +52,7 @@ var option = {
 function createBenchmark( len ) {
 	var x;
 
-	x = uniform( len, -10, 10, option );
+	x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
index f974ddcf93bb..c8d4f72b717f 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
@@ -30,7 +30,7 @@ var svarianceyc = require( './../lib/ndarray.js' );
 
 // VARIABLES //
 
-var option = {
+var options = {
 	'dtype': 'float32'
 };
 
@@ -47,7 +47,7 @@ var option = {
 function createBenchmark( len ) {
 	var x;
 
-	x = uniform( len, -10, 10, option );
+	x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
index 2bdb48c6fc05..94478308b33c 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
@@ -35,7 +35,7 @@ var svarianceyc = tryRequire( resolve( __dirname, './../lib/ndarray.native.js' )
 var opts = {
 	'skip': ( svarianceyc instanceof Error )
 };
-var option = {
+var options = {
 	'dtype': 'float32'
 };
 
@@ -52,7 +52,7 @@ var option = {
 function createBenchmark( len ) {
 	var x;
 
-	x = uniform( len, -10, 10, option );
+	x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
index 6a8becd8deba..675f264799c9 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
@@ -23,7 +23,9 @@ var svarianceyc = require( './../lib' );
 
 var x;
 
-x = discreteUniform( 10, -50, 50 );
+x = discreteUniform( 10, -50, 50, {
+	'dtype': 'float32'
+});
 console.log( x );
 
 var v = svarianceyc( x.length, 1, x, 1 );
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
index cdaa30e4f317..e9635dc7c2cf 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
@@ -34,7 +34,6 @@
 *
 * @example
 * var Float32Array = require( '@stdlib/array/float32' );
-* var floor = require( '@stdlib/math/base/special/floor' );
 * var svarianceyc = require( '@stdlib/stats/base/svarianceyc' );
 *
 * var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js
index a82998f67c41..27aa0836a8e7 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/ndarray.js
@@ -45,12 +45,10 @@ var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 *
 * @example
 * var Float32Array = require( '@stdlib/array/float32' );
-* var floor = require( '@stdlib/math/base/special/floor' );
 *
 * var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
-* var N = floor( x.length / 2 );
 *
-* var v = svarianceyc( N, 1, x, 2, 1 );
+* var v = svarianceyc( 4, 1, x, 2, 1 );
 * // returns 6.25
 */
 function svarianceyc( N, correction, x, strideX, offsetX ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js
index 08b5d1f58fd1..2332c207a715 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/svarianceyc.js
@@ -20,7 +20,8 @@
 
 // MODULES //
 
-var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
+var stride2offset = require( '@stdlib/strided/base/stride2offset' );
+var ndarray = require( './ndarray.js' );
 
 
 // MAIN //
@@ -51,37 +52,7 @@ var float64ToFloat32 = require( '@stdlib/number/float64/base/to-float32' );
 * // returns ~4.3333
 */
 function svarianceyc( N, correction, x, strideX ) {
-	var sum;
-	var ix;
-	var S;
-	var v;
-	var d;
-	var n;
-	var i;
-
-	n = N - correction;
-	if ( N <= 0 || n <= 0.0 ) {
-		return NaN;
-	}
-	if ( N === 1 || strideX === 0 ) {
-		return 0.0;
-	}
-	if ( strideX < 0 ) {
-		ix = (1-N) * strideX;
-	} else {
-		ix = 0;
-	}
-	sum = x[ ix ];
-	ix += strideX;
-	S = 0.0;
-	for ( i = 2; i <= N; i++ ) {
-		v = x[ ix ];
-		sum = float64ToFloat32( sum+v );
-		d = float64ToFloat32( float64ToFloat32( i*v ) - sum );
-		S = float64ToFloat32( S + float64ToFloat32( float64ToFloat32( float64ToFloat32( 1.0/(i*(i-1)) ) * d ) * d ) ); // eslint-disable-line max-len
-		ix += strideX;
-	}
-	return float64ToFloat32( S/n );
+	return ndarray( N, correction, x, strideX, stride2offset( N, strideX ) );
 }
 
 
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json b/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
index 44eefc954631..8400991c4ca5 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
@@ -35,9 +35,7 @@
       "include": [
         "./include"
       ],
-      "libraries": [
-        "-lm"
-      ],
+      "libraries": [],
       "libpath": [],
       "dependencies": [
         "@stdlib/napi/export",
@@ -59,9 +57,7 @@
       "include": [
         "./include"
       ],
-      "libraries": [
-        "-lm"
-      ],
+      "libraries": [],
       "libpath": [],
       "dependencies": [
         "@stdlib/blas/base/shared",
@@ -95,9 +91,7 @@
       "include": [
         "./include"
       ],
-      "libraries": [
-        "-lm"
-      ],
+      "libraries": [],
       "libpath": [],
       "dependencies": [
         "@stdlib/blas/base/shared",
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
index 26a46972c4da..b9af126d2838 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
@@ -57,7 +57,6 @@ static napi_value addon_method( napi_env env, napi_callback_info info ) {
 	STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, strideX, argv, 2 );
 	STDLIB_NAPI_ARGV_INT64( env, offesetX, argv, 4 );
 	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc_ndarray( N, correction, X, strideX, offesetX ), v );
-
 	return v;
 }
 STDLIB_NAPI_MODULE_EXPORT_FCN_WITH_METHOD( addon, "ndarray", addon_method )

From aec6b5adab07223674160ffa73d173d22e23795e Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Sat, 4 Jan 2025 12:58:29 +0530
Subject: [PATCH 04/20] fix: fixing comments

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
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    status: passed
  - task: lint_editorconfig
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  - task: lint_markdown
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    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
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    status: na
  - task: lint_c_src
    status: passed
  - task: lint_c_examples
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    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
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    status: na
  - task: run_c_benchmarks
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  - task: run_python_benchmarks
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  - task: run_javascript_tests
    status: na
---
---
 .../base/svarianceyc/include/stdlib/stats/base/svarianceyc.h    | 2 +-
 lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c      | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h b/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
index 02794063d290..d2f27a6ab8f6 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
@@ -34,7 +34,7 @@ extern "C" {
 float API_SUFFIX(stdlib_strided_svarianceyc)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX );
 
 /**
-* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.
+* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer, using alternative indexing semantics.
 */
 float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX );
 
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
index fa6e87a31530..280840300eaf 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
@@ -44,7 +44,7 @@ float API_SUFFIX(stdlib_strided_svarianceyc)( const CBLAS_INT N, const float cor
 
 
 /**
-* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer using alternative indexing semantics.
+* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer, using alternative indexing semantics.
 *
 * @param N           number of indexed elements
 * @param correction  degrees of freedom adjustment

From b00ece3cdb5b9b20e1b76a1bb4db91c1ad8dd850 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Sat, 4 Jan 2025 23:56:23 +0530
Subject: [PATCH 05/20] fix: fixing Readme

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
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    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
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    status: na
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    status: na
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    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: passed
  - task: run_c_benchmarks
    status: na
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    status: na
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    status: na
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    status: na
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---
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
index 4f5869362385..68408d824100 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
@@ -251,7 +251,7 @@ The function accepts the following arguments:
 -   **N**: `[in] CBLAS_INT` number of indexed elements.
 -   **correction**: `[in] float` degrees of freedom adjustment. Setting this parameter to a value other than 0 has the effect of adjusting the divisor during the calculation of the [variance][variance] according to `N-c` where c corresponds to the provided degrees of freedom adjustment. When computing the [variance][variance] of a population, setting this parameter to 0 is the standard choice (i.e., the provided array contains data constituting an entire population). When computing the unbiased sample [variance][variance], setting this parameter to 1 is the standard choice (i.e., the provided array contains data sampled from a larger population; this is commonly referred to as Bessel's correction).
 -   **x**: `[in] float*` input array.
--   **strideX**: stride length for `x`.
+-   **strideX**: `[in] CBLAS_INT` stride length for `x`.
 
 ```c
 float stdlib_strided_svarianceyc( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX );
@@ -259,7 +259,7 @@ float stdlib_strided_svarianceyc( const CBLAS_INT N, const float correction, con
 
 #### stdlib_strided_svarianceyc_ndarray( N, correction, \*X, strideX, offsetX )
 
-Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
+Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and using alternative indexing semantics.
 
 ```c
 const float x[] = { 1.0f, -2.0f, 2.0f };

From b5df58398db737c90c22f5eb63388d0450b97dfd Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Sat, 4 Jan 2025 23:57:22 +0530
Subject: [PATCH 06/20] style: remove extra space

Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt | 1 -
 1 file changed, 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
index c81ef714e0d3..4c7a405454d4 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
@@ -57,7 +57,6 @@
     > {{alias}}( 3, 1, x1, 2 )
     ~4.3333
 
-
 {{alias}}.ndarray( N, correction, x, strideX, offsetX )
     Computes the variance of a single-precision floating-point strided array
     using a one-pass algorithm proposed by Youngs and Cramer and alternative

From 1fd8e2fca2942b04b5c207763c8a57c64190bf7d Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Sun, 5 Jan 2025 00:09:33 +0530
Subject: [PATCH 07/20] Revert previous commit

Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
index 4c7a405454d4..c81ef714e0d3 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
@@ -57,6 +57,7 @@
     > {{alias}}( 3, 1, x1, 2 )
     ~4.3333
 
+
 {{alias}}.ndarray( N, correction, x, strideX, offsetX )
     Computes the variance of a single-precision floating-point strided array
     using a one-pass algorithm proposed by Youngs and Cramer and alternative

From 199e4da1c880ebf6d557da3472ec759f0b4bc8e9 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Mon, 6 Jan 2025 17:13:44 +0530
Subject: [PATCH 08/20] fix: readme fix

---
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description: Results of running static analysis checks when committing changes.
report:
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    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
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    status: na
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---
 lib/node_modules/@stdlib/stats/base/svarianceyc/README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
index 68408d824100..d406e408b59a 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
@@ -328,10 +328,10 @@ int main( void ) {
 
 <!-- /.c -->
 
-<section class="references">
-
 * * *
 
+<section class="references">
+
 ## References
 
 -   Youngs, Edward A., and Elliot M. Cramer. 1971. "Some Results Relevant to Choice of Sum and Sum-of-Product Algorithms." _Technometrics_ 13 (3): 657–65. doi:[10.1080/00401706.1971.10488826][@youngs:1971a].

From 925f3f70e321548f79f970789cc9f86952cb8634 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Mon, 6 Jan 2025 17:27:28 +0530
Subject: [PATCH 09/20] style: fix spaces

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
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    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
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    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: passed
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---

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description: Results of running various checks prior to pushing changes.
report:
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    status: na
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---
 lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
index 280840300eaf..12f060ef5c3a 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
@@ -60,8 +60,8 @@ float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const f
     float sum;
     double n;
     float S;
-	float v;
-	float d;
+    float v;
+    float d;
 
     n = (double)N - (double)correction;
     if ( N <= 0 || n <= 0.0f ) {

From e79e0f3154a221d0fa67dd154379ce6e26c006d8 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Mon, 6 Jan 2025 17:28:57 +0530
Subject: [PATCH 10/20] Some fixes

Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt | 2 +-
 lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
index c81ef714e0d3..c8320f182444 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
@@ -46,7 +46,7 @@
     > {{alias}}( x.length, 1, x, 1 )
     ~4.3333
 
-    // Using `N` and `stride` parameters:
+    // Using `N` and stride parameters:
     > x = new {{alias:@stdlib/array/float32}}( [ -2.0, 1.0, 1.0, -5.0, 2.0, -1.0 ] );
     > {{alias}}( 3, 1, x, 2 )
     ~4.3333
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
index e9635dc7c2cf..5835bc2ddedd 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/lib/index.js
@@ -38,7 +38,7 @@
 *
 * var x = new Float32Array( [ 2.0, 1.0, 2.0, -2.0, -2.0, 2.0, 3.0, 4.0 ] );
 *
-* var v = svarianceyc.ndarray( x.length, 1, x, 2, 1 );
+* var v = svarianceyc.ndarray( 4, 1, x, 2, 1 );
 * // returns 6.25
 */
 

From 4f2726d15d45a83c5dca61de6334ca3ca4cfe554 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Mon, 6 Jan 2025 15:20:57 +0000
Subject: [PATCH 11/20] style: fixing space in manifest

---
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: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---

---
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
---
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json b/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
index 8400991c4ca5..47febd9f446e 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/manifest.json
@@ -27,8 +27,8 @@
   ],
   "confs": [
     {
-     "task": "build",
-     "wasm": false,
+      "task": "build",
+      "wasm": false,
       "src": [
         "./src/main.c"
       ],

From ec22b4d6466915104d4112ec1ca635ff2a96c390 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <vinitsharma2480@gmail.com>
Date: Mon, 6 Jan 2025 16:38:51 +0000
Subject: [PATCH 12/20] fix: cleanups

---
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: 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: passed
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: passed
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: passed
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../@stdlib/stats/base/svarianceyc/benchmark/benchmark.js | 4 +---
 .../stats/base/svarianceyc/benchmark/benchmark.native.js  | 4 +---
 .../stats/base/svarianceyc/benchmark/benchmark.ndarray.js | 4 +---
 .../svarianceyc/benchmark/benchmark.ndarray.native.js     | 4 +---
 .../@stdlib/stats/base/svarianceyc/examples/index.js      | 4 +---
 .../svarianceyc/include/stdlib/stats/base/svarianceyc.h   | 2 +-
 .../@stdlib/stats/base/svarianceyc/src/main.c             | 8 ++++----
 7 files changed, 10 insertions(+), 20 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
index 5557ddf0f572..4f797d9a04b9 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.js
@@ -45,9 +45,7 @@ var options = {
 * @returns {Function} benchmark function
 */
 function createBenchmark( len ) {
-	var x;
-
-	x = uniform( len, -10, 10, options );
+	var x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
index 4ac7a1639e11..ac3eed32893a 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.native.js
@@ -50,9 +50,7 @@ var options = {
 * @returns {Function} benchmark function
 */
 function createBenchmark( len ) {
-	var x;
-
-	x = uniform( len, -10, 10, options );
+	var x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
index c8d4f72b717f..62bae635a6fc 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.js
@@ -45,9 +45,7 @@ var options = {
 * @returns {Function} benchmark function
 */
 function createBenchmark( len ) {
-	var x;
-
-	x = uniform( len, -10, 10, options );
+	var x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
index 94478308b33c..3dbafab017de 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/benchmark/benchmark.ndarray.native.js
@@ -50,9 +50,7 @@ var options = {
 * @returns {Function} benchmark function
 */
 function createBenchmark( len ) {
-	var x;
-
-	x = uniform( len, -10, 10, options );
+	var x = uniform( len, -10, 10, options );
 	return benchmark;
 
 	function benchmark( b ) {
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
index 675f264799c9..8273e6e91f19 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/examples/index.js
@@ -21,9 +21,7 @@
 var discreteUniform = require( '@stdlib/random/array/discrete-uniform' );
 var svarianceyc = require( './../lib' );
 
-var x;
-
-x = discreteUniform( 10, -50, 50, {
+var x = discreteUniform( 10, -50, 50, {
 	'dtype': 'float32'
 });
 console.log( x );
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h b/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
index d2f27a6ab8f6..ae23270a7b5c 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/include/stdlib/stats/base/svarianceyc.h
@@ -34,7 +34,7 @@ extern "C" {
 float API_SUFFIX(stdlib_strided_svarianceyc)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX );
 
 /**
-* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer, using alternative indexing semantics.
+* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
 */
 float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const float correction, const float *X, const CBLAS_INT strideX, const CBLAS_INT offsetX );
 
diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
index 12f060ef5c3a..255e42cf7e31 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
@@ -44,7 +44,7 @@ float API_SUFFIX(stdlib_strided_svarianceyc)( const CBLAS_INT N, const float cor
 
 
 /**
-* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer, using alternative indexing semantics.
+* Computes the variance of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
 *
 * @param N           number of indexed elements
 * @param correction  degrees of freedom adjustment
@@ -65,7 +65,7 @@ float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const f
 
     n = (double)N - (double)correction;
     if ( N <= 0 || n <= 0.0f ) {
-        return 0.0f / 0.0f; // Nan
+        return 0.0f / 0.0f; // NaN
     }
     if ( N ==1 || strideX == 0 ) {
         return 0.0f;
@@ -78,8 +78,8 @@ float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const f
 		di = (double)i;
 		v = X[ ix ];
 		sum += v;
-		d = (float)(di*(double)v) - sum;
-		S += (float)(1.0/(di*(di-1.0))) * d * d;
+		d = (float)( di * (double)v ) - sum;
+		S += (float)( 1.0 / ( di * ( di-1.0 ) ) ) * d * d;
 		ix += strideX;
 	}
 	return (double)S / n;

From 7515d0fb228475002f00c269f1ef4516cc84934f Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Mon, 6 Jan 2025 23:10:46 +0530
Subject: [PATCH 13/20] revert: spacing

Co-authored-by: Aayush Khanna <96649223+aayush0325@users.noreply.github.com>
Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
index 255e42cf7e31..b1b0e441261f 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
@@ -78,8 +78,8 @@ float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const f
 		di = (double)i;
 		v = X[ ix ];
 		sum += v;
-		d = (float)( di * (double)v ) - sum;
-		S += (float)( 1.0 / ( di * ( di-1.0 ) ) ) * d * d;
+		d = (float)(di*(double)v) - sum;
+		S += (float)(1.0/(di*(di-1.0))) * d * d;
 		ix += strideX;
 	}
 	return (double)S / n;

From a5f454fe7b9a9b8dd1e2697f304518367ef38f02 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Mon, 6 Jan 2025 23:39:43 +0530
Subject: [PATCH 14/20] Update
 lib/node_modules/@stdlib/stats/base/svarianceyc/README.md

Co-authored-by: Aayush Khanna <96649223+aayush0325@users.noreply.github.com>
Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
index d406e408b59a..fd799459c956 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
@@ -259,7 +259,7 @@ float stdlib_strided_svarianceyc( const CBLAS_INT N, const float correction, con
 
 #### stdlib_strided_svarianceyc_ndarray( N, correction, \*X, strideX, offsetX )
 
-Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and using alternative indexing semantics.
+Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer and alternative indexing semantics.
 
 ```c
 const float x[] = { 1.0f, -2.0f, 2.0f };

From 3c717135ec1baf26487b49b87a0e173d0cbc1569 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Wed, 15 Jan 2025 23:21:27 +0530
Subject: [PATCH 15/20] style: add trailing space in repl txt

Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
index c8320f182444..0587a06a38bd 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
@@ -112,3 +112,4 @@
 
     See Also
     --------
+    

From 644042d58a57f0c6b0527b581bda9ede8ecfee77 Mon Sep 17 00:00:00 2001
From: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
Date: Wed, 15 Jan 2025 23:30:12 +0530
Subject: [PATCH 16/20] style: removing space

Signed-off-by: Vinit Pandit <106718914+MeastroZI@users.noreply.github.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt | 1 -
 1 file changed, 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
index 0587a06a38bd..c8320f182444 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/docs/repl.txt
@@ -112,4 +112,3 @@
 
     See Also
     --------
-    

From bb02a55351ca7cd808d936571cd28d1dc4ebc5f9 Mon Sep 17 00:00:00 2001
From: Athan <kgryte@gmail.com>
Date: Fri, 17 Jan 2025 15:02:22 -0800
Subject: [PATCH 17/20] Apply suggestions from code review

Signed-off-by: Athan <kgryte@gmail.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
index fd799459c956..7c217e50da0c 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/README.md
@@ -237,7 +237,7 @@ console.log( v );
 
 #### stdlib_strided_svarianceyc( N, correction, \*X, strideX )
 
-Computes the [variance][variance] of a single-precision floating-point strided array `x` using a one-pass algorithm proposed by Youngs and Cramer.
+Computes the [variance][variance] of a single-precision floating-point strided array using a one-pass algorithm proposed by Youngs and Cramer.
 
 ```c
 const float x[] = { 1.0f, -2.0f, 2.0f };

From f5682971fb2e1d63fb4665d3e2fcbd206cf8d61d Mon Sep 17 00:00:00 2001
From: Athan <kgryte@gmail.com>
Date: Fri, 17 Jan 2025 15:06:09 -0800
Subject: [PATCH 18/20] refactor: fix typo

Signed-off-by: Athan <kgryte@gmail.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
index b9af126d2838..998a31a67814 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
@@ -55,8 +55,8 @@ static napi_value addon_method( napi_env env, napi_callback_info info ) {
 	STDLIB_NAPI_ARGV_FLOAT( env, correction, argv, 1 );
 	STDLIB_NAPI_ARGV_INT64( env, strideX, argv, 3 );
 	STDLIB_NAPI_ARGV_STRIDED_FLOAT32ARRAY( env, X, N, strideX, argv, 2 );
-	STDLIB_NAPI_ARGV_INT64( env, offesetX, argv, 4 );
-	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc_ndarray( N, correction, X, strideX, offesetX ), v );
+	STDLIB_NAPI_ARGV_INT64( env, offsetX, argv, 4 );
+	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc_ndarray( N, correction, X, strideX, offsetX ), v );
 	return v;
 }
 STDLIB_NAPI_MODULE_EXPORT_FCN_WITH_METHOD( addon, "ndarray", addon_method )

From 8c84368fd06283b967b16646182b2f83b7eb0e56 Mon Sep 17 00:00:00 2001
From: Athan <kgryte@gmail.com>
Date: Fri, 17 Jan 2025 15:06:40 -0800
Subject: [PATCH 19/20] style: add empty line

Signed-off-by: Athan <kgryte@gmail.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c | 1 +
 1 file changed, 1 insertion(+)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
index 998a31a67814..ec11ab8e854a 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/addon.c
@@ -59,4 +59,5 @@ static napi_value addon_method( napi_env env, napi_callback_info info ) {
 	STDLIB_NAPI_CREATE_DOUBLE( env, (double)stdlib_strided_svarianceyc_ndarray( N, correction, X, strideX, offsetX ), v );
 	return v;
 }
+
 STDLIB_NAPI_MODULE_EXPORT_FCN_WITH_METHOD( addon, "ndarray", addon_method )

From 1b00b786a6fa032edd7fc6a21b07cab7236b2b87 Mon Sep 17 00:00:00 2001
From: Athan <kgryte@gmail.com>
Date: Fri, 17 Jan 2025 15:08:03 -0800
Subject: [PATCH 20/20] style: add missing space

Signed-off-by: Athan <kgryte@gmail.com>
---
 lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
index b1b0e441261f..abb8ba71ad76 100644
--- a/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/svarianceyc/src/main.c
@@ -67,7 +67,7 @@ float API_SUFFIX(stdlib_strided_svarianceyc_ndarray)( const CBLAS_INT N, const f
     if ( N <= 0 || n <= 0.0f ) {
         return 0.0f / 0.0f; // NaN
     }
-    if ( N ==1 || strideX == 0 ) {
+    if ( N == 1 || strideX == 0 ) {
         return 0.0f;
     }
     ix = offsetX;