feat: add stats/incr/nanmmeanabs2

lib/node_modules/@stdlib/stats/incr/nanmmeanabs2/README.md

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+<!--
+
+@license Apache-2.0
+
+Copyright (c) 2026 The Stdlib Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+
+-->
+
+# incrnanmmeanabs2
+
+> Compute a moving [arithmetic mean][arithmetic-mean] of squared absolute values incrementally, ignoring `NaN` values.
+
+<section class="intro">
+
+For a window of size `W`, the [arithmetic mean][arithmetic-mean] of squared absolute values is defined as
+
+<!-- <equation class="equation" label="eq:arithmetic_mean_squared_absolute_values" align="center" raw="m = \frac{1}{W} \sum_{i=0}^{W-1} x_i^2" alt="Equation for the arithmetic mean of squared absolute values."> -->
+
+```math
+m = \frac{1}{W} \sum_{i=0}^{W-1} x_i^2
+```
+
+<!-- <div class="equation" align="center" data-raw-text="m = \frac{1}{W} \sum_{i=0}^{W-1} x_i^2" data-equation="eq:arithmetic_mean_squared_absolute_values">
+    <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@320a89534d4f59b82d162f31e968222555dae2f7/lib/node_modules/@stdlib/stats/incr/nanmmeanabs2/docs/img/equation_arithmetic_mean_squared_absolute_values.svg" alt="Equation for the arithmetic mean of squared absolute values.">
+    <br>
+</div> -->
+
+<!-- </equation> -->
+
+</section>
+
+<!-- /.intro -->
+
+<section class="usage">
+
+## Usage
+
+```javascript
+var incrnanmmeanabs2 = require( '@stdlib/stats/incr/nanmmeanabs2' );
+```
+
+#### incrnanmmeanabs2( window )
+
+Returns an accumulator `function` which incrementally computes a moving [arithmetic mean][arithmetic-mean] of squared absolute values, ignoring `NaN` values. The `window` parameter defines the number of values over which to compute the moving mean.
+
+```javascript
+var accumulator = incrnanmmeanabs2( 3 );
+```
+
+#### accumulator( \[x] )
+
+If provided an input value `x`, the accumulator function returns an updated mean. If not provided an input value `x`, the accumulator function returns the current mean.
+
+```javascript
+var accumulator = incrnanmmeanabs2( 3 );
+
+var m = accumulator();
+// returns null
+
+// Fill the window...
+m = accumulator( 2.0 ); // [2.0]
+// returns 4.0
+
+m = accumulator( NaN ); // [2.0]
+// returns 4.0
+
+m = accumulator( -1.0 ); // [2.0, -1.0]
+// returns 2.5
+
+m = accumulator( 3.0 ); // [2.0, -1.0, 3.0]
+// returns ~4.67
+
+// Window begins sliding...
+m = accumulator( -7.0 ); // [-1.0, 3.0, -7.0]
+// returns ~19.67
+
+m = accumulator( -5.0 ); // [3.0, -7.0, -5.0]
+// returns ~27.67
+
+m = accumulator();
+// returns ~27.67
+```
+
+</section>
+
+<!-- /.usage -->
+
+<section class="notes">
+
+## Notes
+
+-   Input values are **not** type checked. If non-numeric inputs are possible, you are advised to type check and handle accordingly **before** passing the value to the accumulator function.
+-   As `W` values are needed to fill the window buffer, the first `W-1` returned values are calculated from smaller sample sizes. Until the window is full, each returned value is calculated from all provided values.
+
+</section>
+
+<!-- /.notes -->
+
+<section class="examples">
+
+## Examples
+
+<!-- eslint no-undef: "error" -->
+
+```javascript
+var uniform = require( '@stdlib/random/base/uniform' );
+var bernoulli = require( '@stdlib/random/base/bernoulli' );
+var incrnanmmeanabs2 = require( '@stdlib/stats/incr/nanmmeanabs2' );
+
+var accumulator;
+var v;
+var i;
+
+// Initialize an accumulator:
+accumulator = incrnanmmeanabs2( 5 );
+
+// For each simulated datum, update the moving mean...
+for ( i = 0; i < 100; i++ ) {
+    v = ( bernoulli( 0.8 ) < 1 ) ? NaN : uniform( -50.0, 50.0 );
+    accumulator( v );
+}
+console.log( accumulator() );
+```
+
+</section>
+
+<!-- /.examples -->
+
+<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
+
+<section class="related">
+
+</section>
+
+<!-- /.related -->
+
+<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="links">
+
+[arithmetic-mean]: https://en.wikipedia.org/wiki/Arithmetic_mean
+
+
+</section>
+
+<!-- /.links -->

lib/node_modules/@stdlib/stats/incr/nanmmeanabs2/benchmark/benchmark.js

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+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2026 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var bench = require( '@stdlib/bench' );
+var randu = require( '@stdlib/random/base/randu' );
+var format = require( '@stdlib/string/format' );
+var pkg = require( './../package.json' ).name;
+var incrnanmmeanabs2 = require( './../lib' );
+
+
+// MAIN //
+
+bench( pkg, function benchmark( b ) {
+	var f;
+	var i;
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		f = incrnanmmeanabs2( (i%5)+1 );
+		if ( typeof f !== 'function' ) {
+			b.fail( 'should return a function' );
+		}
+	}
+	b.toc();
+	if ( typeof f !== 'function' ) {
+		b.fail( 'should return a function' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});
+
+bench( format( '%s::accumulator', pkg ), function benchmark( b ) {
+	var acc;
+	var v;
+	var i;
+
+	acc = incrnanmmeanabs2( 5 );
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		v = acc( randu()-0.5 );
+		if ( v !== v ) {
+			b.fail( 'should not return NaN' );
+		}
+	}
+	b.toc();
+	if ( v !== v ) {
+		b.fail( 'should not return NaN' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});

lib/node_modules/@stdlib/stats/incr/nanmmeanabs2/docs/repl.txt

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+
+{{alias}}( W )
+    Returns an accumulator function which incrementally computes a moving
+    arithmetic mean of squared absolute values, ignoring `NaN` values.
+
+    The `W` parameter defines the number of values over which to compute the
+    moving mean.
+
+    If provided a value, the accumulator function returns an updated moving
+    mean. If not provided a value, the accumulator function returns the current
+    moving mean.
+
+    As `W` values are needed to fill the window buffer, the first `W-1` returned
+    values are calculated from smaller sample sizes. Until the window is full,
+    each returned value is calculated from all provided values.
+
+    Parameters
+    ----------
+    W: integer
+        Window size.
+
+    Returns
+    -------
+    acc: Function
+        Accumulator function.
+
+    Examples
+    --------
+    > var accumulator = {{alias}}( 3 );
+    > var m = accumulator()
+    null
+    > m = accumulator( 2.0 )
+    4.0
+    > m = accumulator( NaN )
+    4.0
+    > m = accumulator( -5.0 )
+    14.5
+    > m = accumulator( 3.0 )
+    ~12.67
+    > m = accumulator( 5.0 )
+    ~19.67
+    > m = accumulator()
+    ~19.67
+
+    See Also
+    --------
+

lib/node_modules/@stdlib/stats/incr/nanmmeanabs2/docs/types/index.d.ts

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+/*
+* @license Apache-2.0
+*
+* Copyright (c) 2026 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+// TypeScript Version: 4.1
+
+/// <reference types="@stdlib/types"/>
+
+/**
+* If provided a value, returns an updated arithmetic mean; otherwise, returns the current arithmetic mean.
+*
+* @param x - value
+* @returns arithmetic mean of squared absolute values
+*/
+type accumulator = ( x?: number ) => number | null;
+
+/**
+* Returns an accumulator function which incrementally computes a moving arithmetic mean of squared absolute values, ignoring `NaN` values.
+*
+* ## Notes
+*
+* -   The `W` parameter defines the number of values over which to compute the moving mean.
+* -   As `W` values are needed to fill the window buffer, the first `W-1` returned values are calculated from smaller sample sizes. Until the window is full, each returned value is calculated from all provided values.
+*
+* @param W - window size
+* @throws must provide a positive integer
+* @returns accumulator function
+*
+* @example
+* var accumulator = incrnanmmeanabs2( 3 );
+*
+* var m = accumulator();
+* // returns null
+*
+* m = accumulator( 2.0 );
+* // returns 4.0
+*
+* m = accumulator( NaN );
+* // returns 4.0
+*
+* m = accumulator( -5.0 );
+* // returns 14.5
+*
+* m = accumulator( 3.0 );
+* // returns ~12.67
+*
+* m = accumulator( 5.0 );
+* // returns ~19.67
+*
+* m = accumulator();
+* // returns ~19.67
+*/
+declare function incrnanmmeanabs2( W: number ): accumulator;
+
+
+// EXPORTS //
+
+export = incrnanmmeanabs2;