@stdlib/stats
Version:
Standard library statistical functions.
99 lines (86 loc) • 2.89 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 isNumber = require( '@stdlib/assert/is-number' ).isPrimitive;
var isObject = require( '@stdlib/assert/is-plain-object' );
var isnan = require( '@stdlib/assert/is-nan' );
var indexOf = require( '@stdlib/utils/index-of' );
var hasOwnProp = require( '@stdlib/assert/has-own-property' );
var format = require( '@stdlib/string/format' );
// VARIABLES //
var alternative = [ 'two-sided', 'less', 'greater' ];
// MAIN //
/**
* Validates function options.
*
* @private
* @param {Object} opts - destination for validated options
* @param {Options} options - function options
* @param {number} [options.alpha] - significance level
* @param {string} [options.alternative] - alternative hypothesis (`two-sided`, `less` or `greater`)
* @param {number} [options.rho] - correlation coefficient under HO
* @returns {(null|Error)} null or an error
*
* @example
* var opts = {};
* var options = {
* 'alpha': 0.01,
* 'rho': 0.8
* };
* var err = validate( opts, options );
* if ( err ) {
* throw err;
* }
*/
function validate( opts, options ) {
if ( !isObject( options ) ) {
return new TypeError( format( 'invalid argument. Options argument must be an object. Value: `%s`.', options ) );
}
if ( hasOwnProp( options, 'alpha' ) ) {
opts.alpha = options.alpha;
if (
!isNumber( opts.alpha ) ||
isnan( opts.alpha ) ||
opts.alpha < 0.0 ||
opts.alpha > 1.0
) {
return new TypeError( format( 'invalid option. `%s` option must be a number on the interval: [0, 1]. Option: `%s`.', 'alpha', opts.alpha ) );
}
}
if ( hasOwnProp( options, 'alternative' ) ) {
opts.alternative = options.alternative;
if ( indexOf( alternative, opts.alternative ) === -1 ) {
return new TypeError( format( 'invalid option. `%s` option must be one of the following: "%s". Option: `%s`.', 'alternative', alternative.join( '", "' ), opts.alternative ) );
}
}
if ( hasOwnProp( options, 'rho' ) ) {
opts.rho = options.rho;
if (
!isNumber( opts.rho ) ||
isnan( opts.rho ) ||
opts.rho < -1.0 ||
opts.rho > 1.0
) {
return new TypeError( format( 'invalid option. `%s` option must be a number on the interval: [-1, 1]. Option: `%s`.', 'rho', opts.rho ) );
}
}
return null;
}
// EXPORTS //
module.exports = validate;