@stdlib/stats
Version:
Standard library statistical functions.
88 lines (75 loc) • 1.79 kB
JavaScript
/**
* @license Apache-2.0
*
* Copyright (c) 2018 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.
*/
;
// MODULES //
var isnan = require( '@stdlib/math/base/assert/is-nan' );
var isInteger = require( '@stdlib/math/base/assert/is-integer' );
var pow = require( '@stdlib/math/base/special/pow' );
var sqrt = require( '@stdlib/math/base/special/sqrt' );
// VARIABLES //
var SQRT1O12 = sqrt( 1.0/12.0 );
// MAIN //
/**
* Returns the standard deviation of a discrete uniform distribution.
*
* @param {integer} a - minimum support
* @param {integer} b - maximum support
* @returns {PositiveNumber} standard deviation
*
* @example
* var v = stdev( 0, 1 );
* // returns ~0.5
*
* @example
* var v = stdev( 4, 12 );
* // returns ~2.582
*
* @example
* var v = stdev( -4, 4 );
* // returns ~2.582
*
* @example
* var v = stdev( 1, -0.1 );
* // returns NaN
*
* @example
* var v = stdev( 0.5, 1 );
* // returns NaN
*
* @example
* var v = stdev( 2, NaN );
* // returns NaN
*
* @example
* var v = stdev( NaN, 2 );
* // returns NaN
*/
function stdev( a, b ) {
if (
isnan( a ) ||
isnan( b ) ||
!isInteger( a ) ||
!isInteger( b ) ||
a > b
) {
return NaN;
}
return SQRT1O12 * sqrt( ( pow( b-a+1, 2.0 ) - 1.0 ) );
}
// EXPORTS //
module.exports = stdev;