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@stdlib/stats

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Standard library statistical functions.

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/* * @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. */ import kruskalTest = require( './index' ); // TESTS // // The function returns a test result object... { let x = [ 1, 3, 5, 2, 4, 6, 8, 7, 10, 11, 12, 15 ]; const g = [ 'D', 'A', 'B', 'C', 'D', 'A', 'B', 'C', 'D', 'A', 'B', 'C' ]; kruskalTest( x, { 'groups': g } ); // $ExpectType Results x = [ 2.9, 3.0, 2.5, 2.6, 3.2 ]; const y = [ 3.8, 2.7, 4.0, 2.4 ]; const z = [ 2.8, 3.4, 3.7, 2.2, 2.0 ]; kruskalTest( x, y, z ); // $ExpectType Results kruskalTest( x, y, z, { 'alpha': 0.1 } ); // $ExpectType Results } // The compiler throws an error if the function is provided a first argument that is not a numeric array... { const y = [ 3.8, 2.7, 4.0, 2.4 ]; kruskalTest( 'abc', y ); // $ExpectError kruskalTest( true, y ); // $ExpectError kruskalTest( false, y ); // $ExpectError kruskalTest( null, y ); // $ExpectError kruskalTest( undefined, y ); // $ExpectError kruskalTest( 5, y ); // $ExpectError kruskalTest( {}, y ); // $ExpectError kruskalTest( ( x: number ): number => x, y ); // $ExpectError } // The compiler throws an error if the function is provided a last argument which is not a numeric array or options object... { const x = [ 2.9, 3.0, 2.5, 2.6, 3.2 ]; kruskalTest( x, true ); // $ExpectError kruskalTest( x, false ); // $ExpectError kruskalTest( x, null ); // $ExpectError kruskalTest( x, 5 ); // $ExpectError kruskalTest( x, 'abc' ); // $ExpectError kruskalTest( x, ( x: number ): number => x ); // $ExpectError } // The compiler throws an error if the function is provided an `alpha` option which is not a number... { const x = [ 2.9, 3.0, 2.5, 2.6, 3.2 ]; kruskalTest( x, { 'alpha': 'abc' } ); // $ExpectError kruskalTest( x, { 'alpha': '123' } ); // $ExpectError kruskalTest( x, { 'alpha': true } ); // $ExpectError kruskalTest( x, { 'alpha': false } ); // $ExpectError kruskalTest( x, { 'alpha': null } ); // $ExpectError kruskalTest( x, { 'alpha': [] } ); // $ExpectError kruskalTest( x, { 'alpha': {} } ); // $ExpectError kruskalTest( x, { 'alpha': ( x: number ): number => x } ); // $ExpectError } // The compiler throws an error if the function is provided a `groups` option which is not an array... { const x = [ 2.9, 3.0, 2.5, 2.6, 3.2 ]; kruskalTest( x, { 'groups': 'abc' } ); // $ExpectError kruskalTest( x, { 'groups': 123 } ); // $ExpectError kruskalTest( x, { 'groups': true } ); // $ExpectError kruskalTest( x, { 'groups': false } ); // $ExpectError kruskalTest( x, { 'groups': null } ); // $ExpectError kruskalTest( x, { 'groups': {} } ); // $ExpectError kruskalTest( x, { 'groups': ( x: number ): number => x } ); // $ExpectError } // The compiler throws an error if the function is provided an insufficient number of arguments... { kruskalTest(); // $ExpectError }