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@stdlib/stats

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Standard library statistical functions.

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<!-- @license Apache-2.0 Copyright (c) 2018 The Stdlib Authors. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> # incrmminmax > Compute a moving minimum and maximum incrementally. <section class="usage"> ## Usage ```javascript var incrmminmax = require( '@stdlib/stats/incr/mminmax' ); ``` #### incrmminmax( \[out,] window ) Returns an accumulator `function` which incrementally computes a moving minimum and maximum. The `window` parameter defines the number of values over which to compute the moving minimum and maximum. ```javascript var accumulator = incrmminmax( 3 ); ``` By default, the returned accumulator `function` returns the minimum and maximum as a two-element `array`. To avoid unnecessary memory allocation, the function supports providing an output (destination) object. ```javascript var Float64Array = require( '@stdlib/array/float64' ); var accumulator = incrmminmax( new Float64Array( 2 ), 3 ); ``` #### accumulator( \[x] ) If provided an input value `x`, the accumulator function returns updated minimum and maximum values. If not provided an input value `x`, the accumulator function returns the current minimum and maximum values. ```javascript var accumulator = incrmminmax( 3 ); var mm = accumulator(); // returns null // Fill the window... mm = accumulator( 2.0 ); // [2.0] // returns [ 2.0, 2.0 ] mm = accumulator( 1.0 ); // [2.0, 1.0] // returns [ 1.0, 2.0 ] mm = accumulator( 3.0 ); // [2.0, 1.0, 3.0] // returns [ 1.0, 3.0 ] // Window begins sliding... mm = accumulator( -7.0 ); // [1.0, 3.0, -7.0] // returns [ -7.0, 3.0 ] mm = accumulator( -5.0 ); // [3.0, -7.0, -5.0] // returns [ -7.0, 3.0 ] mm = accumulator(); // returns [ -7.0, 3.0 ] ``` </section> <!-- /.usage --> <section class="notes"> ## Notes - Input values are **not** type checked. If provided `NaN`, the accumulated minimum and maximum values are `NaN` for **at least** `W-1` future invocations. 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 minimum and maximum values are calculated from smaller sample sizes. Until the window is full, each returned minimum and maximum is calculated from all provided values. </section> <!-- /.notes --> <section class="examples"> ## Examples <!-- eslint no-undef: "error" --> ```javascript var randu = require( '@stdlib/random/base/randu' ); var incrmminmax = require( '@stdlib/stats/incr/mminmax' ); var accumulator; var v; var i; // Initialize an accumulator: accumulator = incrmminmax( 5 ); // For each simulated datum, update the moving minimum and maximum... for ( i = 0; i < 100; i++ ) { v = randu() * 100.0; 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"> * * * ## See Also - <span class="package-name">[`@stdlib/stats/incr/max`][@stdlib/stats/incr/max]</span><span class="delimiter">: </span><span class="description">compute a maximum value incrementally.</span> - <span class="package-name">[`@stdlib/stats/incr/min`][@stdlib/stats/incr/min]</span><span class="delimiter">: </span><span class="description">compute a minimum value incrementally.</span> - <span class="package-name">[`@stdlib/stats/incr/mmax`][@stdlib/stats/incr/mmax]</span><span class="delimiter">: </span><span class="description">compute a moving maximum incrementally.</span> - <span class="package-name">[`@stdlib/stats/incr/minmax`][@stdlib/stats/incr/minmax]</span><span class="delimiter">: </span><span class="description">compute a minimum and maximum incrementally.</span> - <span class="package-name">[`@stdlib/stats/incr/mmin`][@stdlib/stats/incr/mmin]</span><span class="delimiter">: </span><span class="description">compute a moving minimum incrementally.</span> - <span class="package-name">[`@stdlib/stats/incr/mrange`][@stdlib/stats/incr/mrange]</span><span class="delimiter">: </span><span class="description">compute a moving range incrementally.</span> </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"> <!-- <related-links> --> [@stdlib/stats/incr/max]: https://github.com/stdlib-js/stats/tree/main/incr/max [@stdlib/stats/incr/min]: https://github.com/stdlib-js/stats/tree/main/incr/min [@stdlib/stats/incr/mmax]: https://github.com/stdlib-js/stats/tree/main/incr/mmax [@stdlib/stats/incr/minmax]: https://github.com/stdlib-js/stats/tree/main/incr/minmax [@stdlib/stats/incr/mmin]: https://github.com/stdlib-js/stats/tree/main/incr/mmin [@stdlib/stats/incr/mrange]: https://github.com/stdlib-js/stats/tree/main/incr/mrange <!-- </related-links> --> </section> <!-- /.links -->