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@stdlib/stats

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Standard library statistical functions.

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/* * @license Apache-2.0 * * Copyright (c) 2019 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"/> import { ArrayLike } from '@stdlib/types/array'; /** * If provided a value, the accumulator function returns updated minimum and maximum values. If not provided a value, the accumulator function returns the current minimum and maximum values. * * ## Notes * * - If provided `NaN`, the minimum and maximum values are equal to `NaN` for all future invocations. * * @param x - input value * @returns output array or null */ type accumulator = ( x?: number ) => ArrayLike<number> | null; /** * Returns an accumulator function which incrementally computes moving minimum and maximum values. * * ## Notes * * - The `W` parameter defines the number of values over which to compute the moving minimum and maximum. * - 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. * * @param out - output array * @param window - window size * @throws window size must be a positive integer * @returns accumulator function * * @example * var Float64Array = require( '@stdlib/array/float64' ); * * var accumulator = incrmminmax( new Float64Array( 2 ), 3 ); * * var mm = accumulator(); * // returns null * * mm = accumulator( 2.0 ); * // returns [ 2.0, 2.0 ] * * mm = accumulator( -5.0 ); * // returns [ -5.0, 2.0 ] * * mm = accumulator( 3.0 ); * // returns [ -5.0, 3.0 ] * * mm = accumulator( 5.0 ); * // returns [ -5.0, 5.0 ] * * mm = accumulator(); * // returns [ -5.0, 5.0 ] */ declare function incrmminmax( out: ArrayLike<number>, window: number ): accumulator; /** * Returns an accumulator function which incrementally computes moving minimum and maximum values. * * ## Notes * * - The `W` parameter defines the number of values over which to compute the moving minimum and maximum. * - 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. * * @param window - window size * @throws window size must be a positive integer * @returns accumulator function * * @example * var accumulator = incrmminmax( 3 ); * * var mm = accumulator(); * // returns null * * mm = accumulator( 2.0 ); * // returns [ 2.0, 2.0 ] * * mm = accumulator( -5.0 ); * // returns [ -5.0, 2.0 ] * * mm = accumulator( 3.0 ); * // returns [ -5.0, 3.0 ] * * mm = accumulator( 5.0 ); * // returns [ -5.0, 5.0 ] * * mm = accumulator(); * // returns [ -5.0, 5.0 ] */ declare function incrmminmax( window: number ): accumulator; // EXPORTS // export = incrmminmax;