/* * @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 quantile function for an exponential distribution. * * ## Notes * * - If `p < 0` or `p > 1`, the function returns `NaN`. * * @param p - input value * @returns evaluated quantile function */ type Unary = ( p: number ) => number; /** * Interface for the quantile function of an exponential distribution. */ interface Quantile { /** * Evaluates the quantile function for an exponential distribution with rate parameter `lambda` at a probability `p`. * * ## Notes * * - If `p < 0` or `p > 1`, the function returns `NaN`. * - If provided a negative value for `lambda`, the function returns `NaN`. * * @param p - input value * @param lambda - rate parameter * @returns evaluated quantile function * * @example * var y = quantile( 0.8, 1.0 ); * // returns ~1.609 * * @example * var y = quantile( 0.5, 4.0 ); * // returns ~0.173 * * @example * var y = quantile( 0.5, 0.1 ); * // returns ~6.931 * * @example * var y = quantile( -0.2, 0.1 ); * // returns NaN * * @example * var y = quantile( NaN, 1.0 ); * // returns NaN * * @example * var y = quantile( 0.0, NaN ); * // returns NaN * * @example * // Negative rate parameter: * var y = quantile( 0.5, -1.0 ); * // returns NaN */ ( p: number, lambda: number ): number; /** * Returns a function for evaluating the quantile function of an exponential distribution with rate parameter `lambda`. * * @param lambda - rate parameter * @returns quantile function * * @example * var myQuantile = quantile.factory( 0.4 ); * var y = myQuantile( 0.4 ); * // returns ~1.277 * * y = myQuantile( 1.0 ); * // returns Infinity */ factory( lambda: number ): Unary; } /** * Exponential distribution quantile function. * * @param p - input value * @param lambda - rate parameter * @returns evaluated quantile function * * @example * var y = quantile( 0.5, 4.0 ); * // returns ~0.173 * * var myQuantile = quantile.factory( 0.4 ); * * y = myQuantile( 0.4 ); * // returns ~1.277 * * y = myQuantile( 1.0 ); * // returns Infinity */ declare var quantile: Quantile; // EXPORTS // export = quantile;