UNPKG

@stdlib/stats

Version:

Standard library statistical functions.

212 lines (196 loc) 5.84 kB
/* * @license Apache-2.0 * * Copyright (c) 2020 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ // TypeScript Version: 4.1 /// <reference types="@stdlib/types"/> import { Collection } from '@stdlib/types/array'; /** * Returns an accessed value. * * @returns accessed value */ type Nullary<U> = ( this: U ) => number | void; /** * Returns an accessed value. * * @param value - array element * @returns accessed value */ type Unary<T, U> = ( this: U, value: T ) => number | void; /** * Returns an accessed value. * * @param value - array element * @param aidx - array index * @returns accessed value */ type Binary<T, U> = ( this: U, value: T, aidx: number ) => number | void; /** * Returns an accessed value. * * @param value - array element * @param aidx - array index * @param sidx - strided index (offset + aidx*stride) * @returns accessed value */ type Ternary<T, U> = ( this: U, value: T, aidx: number, sidx: number ) => number | void; /** * Returns an accessed value. * * @param value - array element * @param aidx - array index * @param sidx - strided index (offset + aidx*stride) * @param array - input array * @returns accessed value */ type Quaternary<T, U> = ( this: U, value: T, aidx: number, sidx: number, array: Collection<T> ) => number | void; /** * Returns an accessed value. * * @param value - array element * @param aidx - array index * @param sidx - strided index (offset + aidx*stride) * @param array - input array * @returns accessed value */ type Callback<T, U> = Nullary<U> | Unary<T, U> | Binary<T, U> | Ternary<T, U> | Quaternary<T, U>; /** * Interface describing `nanmaxBy`. */ interface Routine { /** * Calculates the maximum value of a strided array via a callback function, ignoring `NaN` values. * * ## Notes * * - The callback function is provided four arguments: * * - `value`: array element * - `aidx`: array index * - `sidx`: strided index (offset + aidx*stride) * - `array`: input array * * - The callback function should return a numeric value. * * - If the callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is ignored. * * - If the callback function returns `NaN`, the value is ignored. * * @param N - number of indexed elements * @param x - input array * @param stride - stride length * @param clbk - callback * @param thisArg - execution context * @returns maximum value * * @example * var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, 0.0, -1.0, -3.0 ]; * * function accessor( v ) { * return v * 2.0; * } * * var v = nanmaxBy( x.length, x, 1, accessor ); * // returns 8.0 */ <T = unknown, U = unknown>( N: number, x: Collection<T>, stride: number, clbk: Callback<T, U>, thisArg?: ThisParameterType<Callback<T, U>> ): number; /** * Calculates the maximum value of a strided array via a callback function, ignoring `NaN` values and using alternative indexing semantics. * * ## Notes * * - The callback function is provided four arguments: * * - `value`: array element * - `aidx`: array index * - `sidx`: strided index (offset + aidx*stride) * - `array`: input array * * - The callback function should return a numeric value. * * - If the callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is ignored. * * - If the callback function returns `NaN`, the value is ignored. * * @param N - number of indexed elements * @param x - input array * @param stride - stride length * @param offset - starting index * @param clbk - callback * @param thisArg - execution context * @returns maximum value * * @example * var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, 0.0, -1.0, -3.0 ]; * * function accessor( v ) { * return v * 2.0; * } * * var v = nanmaxBy.ndarray( x.length, x, 1, 0, accessor ); * // returns 8.0 */ ndarray<T = unknown, U = unknown>( N: number, x: Collection<T>, stride: number, offset: number, clbk: Callback<T, U>, thisArg?: ThisParameterType<Callback<T, U>> ): number; } /** * Calculates the maximum value of a strided array via a callback function, ignoring `NaN` values. * * ## Notes * * - The callback function is provided four arguments: * * - `value`: array element * - `aidx`: array index * - `sidx`: strided index (offset + aidx*stride) * - `array`: input array * * - The callback function should return a numeric value. * * - If the callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is ignored. * * - If the callback function returns `NaN`, the value is ignored. * * @param N - number of indexed elements * @param x - input array * @param stride - stride length * @param clbk - callback * @param thisArg - execution context * @returns maximum value * * @example * var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, 0.0, -1.0, -3.0 ]; * * function accessor( v ) { * return v * 2.0; * } * * var v = nanmaxBy( x.length, x, 1, accessor ); * // returns 8.0 * * @example * var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, 0.0, -1.0, -3.0 ]; * * function accessor( v ) { * return v * 2.0; * } * * var v = nanmaxBy.ndarray( x.length, x, 1, 0, accessor ); * // returns 8.0 */ declare var nanmaxBy: Routine; // EXPORTS // export = nanmaxBy;