/** * @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. */ /* eslint-disable no-invalid-this, no-restricted-syntax */ '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' ); var setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); var setReadOnlyAccessor = require( '@stdlib/utils/define-nonenumerable-read-only-accessor' ); // MAIN // /** * Returns a results object. * * @private * @constructor * @param {number} pValue - p-value * @param {number} alpha - significance * @param {number} statistic - test statistic * @param {(number|null)} df - degrees of freedom * @returns {Results} results object * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * // returns */ function Results( pValue, alpha, statistic, df ) { if ( !(this instanceof Results) ) { return new Results( pValue, alpha, statistic, df ); } this._pValue = pValue; this._alpha = alpha; this._statistic = statistic; this._df = df; return this; } /** * Significance level. * * @private * @name alpha * @memberof Results.prototype * @type {number} * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var alpha = res.alpha; * // returns 0.05 */ setReadOnlyAccessor( Results.prototype, 'alpha', function get() { return this._alpha; }); /** * Degrees of freedom. * * @private * @name df * @memberof Results.prototype * @type {(number|null)} * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var df = res.df; * // returns 4 */ setReadOnlyAccessor( Results.prototype, 'df', function get() { return this._df; }); /** * Test name. * * @private * @name method * @memberof Results.prototype * @type {string} * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var method = res.method; * // returns 'Chi-square goodness-of-fit test' */ setReadOnly( Results.prototype, 'method', 'Chi-square goodness-of-fit test' ); /** * Test p-value. * * @private * @name pValue * @memberof Results.prototype * @type {number} * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var pval = res.pValue; * // returns 0.0406 */ setReadOnlyAccessor( Results.prototype, 'pValue', function get() { return this._pValue; }); /** * Boolean indicating the test decision. * * @private * @name rejected * @memberof Results.prototype * @type {boolean} * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var bool = res.rejected; * // returns true */ setReadOnlyAccessor( Results.prototype, 'rejected', function get() { return ( this._pValue <= this._alpha ); }); /** * Test statistic. * * @private * @name statistic * @memberof Results.prototype * @type {number} * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var stat = res.statistic; * // returns 9.9901 */ setReadOnlyAccessor( Results.prototype, 'statistic', function get() { return this._statistic; }); /** * Serializes a results object as a string. * * ## Notes * * - Example output: * * ```text * * Chi-square goodness-of-fit test * * Null hypothesis: population probabilities are equal to those in p * * pValue: 0.0406 * statistic: 9.9901 * degrees of freedom: 4 * * Test Decision: Reject null in favor of alternative at 5% significance level * * ``` * * @private * @name toString * @memberof Results.prototype * @type {Function} * @param {Options} [opts] - options object * @param {PositiveInteger} [opts.digits=4] - number of digits after the decimal point * @param {boolean} [opts.decision=true] - boolean indicating whether to show the test decision * @throws {TypeError} options argument must be an object * @throws {TypeError} must provide valid options * @returns {string} serialized results * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var str = res.toString(); * // returns */ setReadOnly( Results.prototype, 'toString', function toString( opts ) { var decision; var dgts; var out; dgts = 4; decision = true; if ( arguments.length > 0 ) { if ( !isObject( opts ) ) { throw new TypeError( 'invalid argument. Must provide an 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; } } out = [ this.method, '', '', 'Null hypothesis: population probabilities are equal to those in p', '', '', ' pValue: ' + roundn( this._pValue, -dgts ), ' statistic: ' + roundn( this._statistic, -dgts ), ' degrees of freedom: ' + this._df, '' ]; if ( decision ) { out.push( 'Test Decision: ' + ( ( this.rejected ) ? 'Reject' : 'Fail to reject' ) + ' null in favor of alternative at ' + (this._alpha*100.0) + '% significance level' ); out.push( '' ); } return out.join( '\n' ); }); /** * Serializes a results object as a JSON object. * * ## Notes * * - `JSON.stringify()` implicitly calls this method when stringifying a `Results` instance. * * @private * @name toJSON * @memberof Results.prototype * @type {Function} * @returns {Object} serialized object * * @example * var res = new Results( 0.0406, 0.05, 9.9901, 4 ); * * var o = res.toJSON(); * // returns {'rejected': true, 'alpha': 0.05, 'pValue': 0.0406, 'df': 4, ...} */ setReadOnly( Results.prototype, 'toJSON', function toJSON() { return { 'rejected': this.rejected, 'alpha': this._alpha, 'pValue': this._pValue, 'df': this._df, 'statistic': this._statistic, 'method': this.method }; }); // EXPORTS // module.exports = Results;