time-to-botec/squiggle/node_modules/@stdlib/stats/levene-test/lib/print.js

94 lines
2.9 KiB
JavaScript
Raw Normal View History

/**
* @license Apache-2.0
*
* Copyright (c) 2021 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';
// MODULES //
var isPositiveInteger = require( '@stdlib/assert/is-positive-integer' );
var isObject = require( '@stdlib/assert/is-plain-object' );
var isBoolean = require( '@stdlib/assert/is-boolean' ).isPrimitive;
var hasOwnProp = require( '@stdlib/assert/has-own-property' );
var roundn = require( '@stdlib/math/base/special/roundn' );
// MAIN //
/**
* Pretty-prints test output.
*
* @param {Object} [opts] - options object
* @param {PositiveInteger} [opts.digits=4] - number of digits after the decimal point
* @param {boolean} [opts.decision=true] - boolean indicating whether to print the test decision
* @throws {TypeError} options must be an object
* @throws {TypeError} must provide valid options
* @returns {string} formatted output
*/
function print( opts ) { // eslint-disable-line stdlib/no-redeclare
/* eslint-disable no-invalid-this */
var decision;
var dgts;
var str;
dgts = 4;
decision = true;
if ( arguments.length > 0 ) {
if ( !isObject( opts ) ) {
throw new TypeError( 'invalid argument. `options` argument must be an options object. Value: `' + opts + '`.' );
}
if ( hasOwnProp( opts, 'digits' ) ) {
if ( !isPositiveInteger( opts.digits ) ) {
throw new TypeError( 'invalid option. `digits` option must be a positive integer. Option: `' + opts.digits + '`.' );
}
dgts = opts.digits;
}
if ( hasOwnProp( opts, 'decision' ) ) {
if ( !isBoolean( opts.decision ) ) {
throw new TypeError( 'invalid option. `decision` option must be a boolean primitive. Option: `' + opts.decision + '`.' );
}
decision = opts.decision;
}
}
str = '';
str += this.method;
str += '\n\n';
str += 'Null hypothesis: The variances in all groups are the same.';
str += '\n\n';
str += ' df 1: ' + roundn( this.df[ 0 ], -dgts ) + '\n';
str += ' df 2: ' + roundn( this.df[ 1 ], -dgts ) + '\n';
str += ' F score: ' + roundn( this.statistic, -dgts ) + '\n';
str += ' P Value: ' + roundn( this.pValue, -dgts ) + '\n';
str += '\n';
if ( decision ) {
str += 'Test Decision: ';
if ( this.rejected ) {
str += 'Reject null in favor of alternative at ' + (this.alpha*100) + '% significance level';
} else {
str += 'Fail to reject null in favor of alternative at ' + (this.alpha*100) + '% significance level';
}
str += '\n';
}
return str;
}
// EXPORTS //
module.exports = print;