45 lines
1.1 KiB
JavaScript
45 lines
1.1 KiB
JavaScript
|
/**
|
||
|
|
* @license Apache-2.0
|
||
|
|
*
|
||
|
|
* Copyright (c) 2020 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.
|
||
|
|
*/
|
||
|
|
|
||
|
|
'use strict';
|
||
|
|
|
||
|
|
// MAIN //
|
||
|
|
|
||
|
|
/**
|
||
|
|
* Adjusts the p-values via the Bonferroni method.
|
||
|
|
*
|
||
|
|
* @private
|
||
|
|
* @param {ProbabilityArray} pvalues - p-values to be adjusted
|
||
|
|
* @param {PositiveInteger} comparisons - number of comparisons
|
||
|
|
* @returns {ProbabilityArray} adjusted p-values
|
||
|
|
*/
|
||
|
|
function bonferroni( pvalues, comparisons ) {
|
||
|
|
var pval;
|
||
|
|
var i;
|
||
|
|
for ( i = 0; i < pvalues.length; i++ ) {
|
||
|
|
pval = pvalues[ i ];
|
||
|
|
pvalues[ i ] = ( comparisons * pval > 1 ) ? 1 : comparisons * pval;
|
||
|
|
}
|
||
|
|
return pvalues;
|
||
|
|
}
|
||
|
|
|
||
|
|
|
||
|
|
// EXPORTS //
|
||
|
|
|
||
|
|
module.exports = bonferroni;
|