/* * @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 /** * Evaluates the cumulative distribution function (CDF) for a Laplace distribution. * * @param x - input value * @returns evaluated CDF */ type Unary = ( x: number ) => number; /** * Interface for the cumulative distribution function (CDF) of a Laplace distribution. */ interface CDF { /** * Evaluates the cumulative distribution function (CDF) for a Laplace distribution with location parameter `mu` and scale parameter `b` at value `x`. * * ## Notes * * - If provided `b = < 0`, the function returns `NaN`. * * @param x - input value * @param mu - location parameter * @param b - scale parameter * @returns evaluated CDF * * @example * var y = cdf( 2.0, 0.0, 1.0 ); * // returns ~0.932 * * @example * var y = cdf( 5.0, 10.0, 3.0 ); * // returns ~0.094 * * @example * var y = cdf( NaN, 0.0, 1.0 ); * // returns NaN * * @example * var y = cdf( 2, NaN, 1.0 ); * // returns NaN * * @example * var y = cdf( 2.0, 0.0, NaN ); * // returns NaN * * @example * // Negative scale parameter: * var y = cdf( 2.0, 0.0, -1.0 ); * // returns NaN */ ( x: number, mu: number, b: number ): number; /** * Returns a function for evaluating the cumulative distribution function (CDF) for a Laplace distribution with location parameter `mu` and scale parameter `b`. * * @param mu - location parameter * @param b - scale parameter * @returns CDF * * @example * var myCDF = cdf.factory( 3.0, 1.5 ); * * var y = myCDF( 1.0 ); * // returns ~0.132 * * y = myCDF( 4.0 ); * // returns ~0.743 */ factory( mu: number, b: number ): Unary; } /** * Laplace distribution cumulative distribution function (CDF). * * @param x - input value * @param mu - location parameter * @param b - scale parameter * @returns evaluated CDF * * @example * var y = cdf( 10.0, 0.0, 3.0 ); * // returns ~0.982 * * y = cdf( 0.0, 0.0, 3.0 ); * // returns 0.5 * * var myCDF = cdf.factory( 2.0, 3.0 ); * y = myCDF( 10.0 ); * // returns ~0.965 * * y = myCDF( 2.0 ); * // returns 0.5 */ declare var cdf: CDF; // EXPORTS // export = cdf;