@stdlib/stats-base-dists-cosine-cdf
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Raised cosine distribution cumulative distribution function (CDF).
113 lines (104 loc) • 2.6 kB
TypeScript
/*
* @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 raised cosine distribution.
*
* @param x - input value
* @returns evaluated CDF
*/
type Unary = ( x: number ) => number;
/**
* Interface for the cumulative distribution function (CDF) of a raised cosine distribution.
*/
interface CDF {
/**
* Evaluates the cumulative distribution function (CDF) for a raised cosine distribution with location parameter `mu` and scale parameter `s` at a value `x`.
*
* ## Notes
*
* - If provided `s < 0`, the function returns `NaN`.
*
* @param x - input value
* @param mu - location parameter
* @param s - scale parameter
* @returns evaluated CDF
*
* @example
* var y = cdf( 0.5, 0.0, 1.0 );
* // returns ~0.909
*
* @example
* var y = cdf( 1.2, 0.0, 1.0 );
* // returns 1.0
*
* @example
* var y = cdf( -0.9, 0.0, 1.0);
* // returns ~0.0
*
* @example
* var y = cdf( 2.0, 0.0, NaN );
* // returns NaN
*
* @example
* var y = cdf( 2.0, NaN, 1.0 );
* // returns NaN
*
* @example
* var y = cdf( NaN, 0.0, 1.0 );
* // returns NaN
*/
( x: number, mu: number, s: number ): number;
/**
* Returns a function for evaluating the cumulative distribution function (CDF) for a raised cosine distribution with location parameter `mu` and scale parameter `s`.
*
* @param mu - location parameter
* @param s - scale parameter
* @returns CDF
*
* @example
* var mycdf = cdf.factory( 3.0, 1.5 );
*
* var y = mycdf( 1.9 );
* // returns ~0.015
*
* y = mycdf( 4.0 );
* // returns ~0.971
*/
factory( mu: number, s: number ): Unary;
}
/**
* Raised cosine distribution cumulative distribution function (CDF).
*
* @param x - input value
* @param mu - location parameter
* @param s - scale parameter
* @returns evaluated CDF
*
* @example
* var y = cdf( 0.5, 0.0, 1.0 );
* // returns ~0.909
*
* var mycdf = cdf.factory( 3.0, 1.5 );
*
* y = mycdf( 4.0 );
* // returns ~0.971
*/
declare var cdf: CDF;
// EXPORTS //
export = cdf;