/* * @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 natural logarithm of the probability density function (PDF) for a triangular distribution. * * @param x - input value * @returns evaluated natural logarithm of the PDF */ type Unary = ( x: number ) => number; /** * Interface for the natural logarithm of the probability density function (logPDF) of a triangular distribution. */ interface LogPDF { /** * Evaluates the natural logarithm of the probability density function (PDF) for a triangular distribution with lower limit `a` and upper limit `b` and mode `c` at a value `x`. * * ## Notes * * - If the condition `a <= c <= b` is not satisfied, the function returns `NaN`. * * @param x - input value * @param a - lower limit * @param b - upper limit * @param c - mode * @returns evaluated logPDF * * @example * var y = logpdf( 0.5, -1.0, 1.0, 0.0 ); * // returns ~-0.693 * * @example * var y = logpdf( 0.5, -1.0, 1.0, 0.5 ); * // returns 0.0 * * @example * var y = logpdf( -10.0, -20.0, 0.0, -2.0 ); * // returns ~-2.89 * * @example * var y = logpdf( -2.0, -1.0, 1.0, 0.0 ); * // returns -Infinity * * @example * var y = logpdf( NaN, 0.0, 1.0, 0.5 ); * // returns NaN * * @example * var y = logpdf( 0.0, NaN, 1.0, 0.5 ); * // returns NaN * * @example * var y = logpdf( 0.0, 0.0, NaN, 0.5 ); * // returns NaN * * @example * var y = logpdf( 2.0, 1.0, 0.0, NaN ); * // returns NaN * * @example * var y = logpdf( 2.0, 1.0, 0.0, 1.5 ); * // returns NaN */ ( x: number, a: number, b: number, c: number ): number; /** * Returns a function for evaluating the natural logarithm of the probability density function (PDF) for a triangular distribution with lower limit `a` and upper limit `b` and mode `c`. * * @param a - lower limit * @param b - upper limit * @param c - mode * @returns logPDF * * @example * var mylogpdf = logpdf.factory( 0.0, 10.0, 5.0 ); * var y = mylogpdf( 2.0 ); * // returns ~-2.526 * * y = mylogpdf( 12.0 ); * // returns -Infinity */ factory( a: number, b: number, c: number ): Unary; } /** * Triangular distribution natural logarithm of the probability density function (logPDF). * * @param x - input value * @param a - lower limit * @param b - upper limit * @param c - mode * @returns evaluated logPDF * * @example * var y = logpdf( 0.5, -1.0, 1.0, 0.0 ); * // returns ~-0.693 * * y = logpdf( 0.5, -1.0, 1.0, 0.5 ); * // returns 0.0 * * y = logpdf( -10.0, -20.0, 0.0, -2.0 ); * // returns ~-2.89 * * var mylogpdf = logpdf.factory( 0.0, 10.0, 5.0 ); * y = mylogpdf( 2.0 ); * // returns ~-2.526 * * y = mylogpdf( 12.0 ); * // returns -Infinity */ declare var logpdf: LogPDF; // EXPORTS // export = logpdf;