org.moeaframework.util.statistics.SingleSampleTTestTest.java Source code

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Here is the source code for org.moeaframework.util.statistics.SingleSampleTTestTest.java

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/* Copyright 2009-2015 David Hadka
 *
 * This file is part of the MOEA Framework.
 *
 * The MOEA Framework is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Lesser General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or (at your
 * option) any later version.
 *
 * The MOEA Framework is distributed in the hope that it will be useful, but
 * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
 * or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public
 * License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public License
 * along with the MOEA Framework.  If not, see <http://www.gnu.org/licenses/>.
 */
package org.moeaframework.util.statistics;

import org.apache.commons.math3.stat.inference.TestUtils;
import org.junit.Assert;
import org.junit.Test;

/**
 * Tests the {@link SingleSampleTTest} class.
 */
public class SingleSampleTTestTest {

    /**
     * Test from Sheskin (2004) in Chapter 2.
     */
    @Test
    public void testExample() {
        SingleSampleTTest test = new SingleSampleTTest(5.0);
        test.add(9);
        test.add(10);
        test.add(8);
        test.add(4);
        test.add(8);
        test.add(3);
        test.add(0);
        test.add(10);
        test.add(15);
        test.add(9);

        Assert.assertEquals(1.94, TestUtils.t(test.getMean(), test.categorize().get(0)), 0.01);
        Assert.assertFalse(test.test(0.05));
    }

    @Test
    public void testAllEqual() {
        SingleSampleTTest test = new SingleSampleTTest(10.0);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);
        test.add(10);

        Assert.assertFalse(test.test(0.05));
        Assert.assertFalse(test.test(0.01));
    }

}