/* GeoGebra - Dynamic Mathematics for Everyone http://www.geogebra.org This file is part of GeoGebra. This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation. */ package org.geogebra.common.kernel.statistics; import org.apache.commons.math3.distribution.NormalDistribution; import org.geogebra.common.kernel.Construction; import org.geogebra.common.kernel.algos.AlgoElement; import org.geogebra.common.kernel.commands.Commands; import org.geogebra.common.kernel.geos.GeoElement; import org.geogebra.common.kernel.geos.GeoList; import org.geogebra.common.kernel.geos.GeoNumeric; import org.geogebra.common.kernel.geos.GeoText; import org.geogebra.common.util.StringUtil; /** * * * @author G. Sturr */ public class AlgoZMeanTest extends AlgoElement { private GeoNumeric hypMean, mean, sd, n; // input private GeoList list; // input private GeoText tail; // input private GeoList result; // output /** * @param cons * @param label * @param mean * @param sd * @param n * @param hypMean * @param tail */ public AlgoZMeanTest(Construction cons, String label, GeoNumeric mean, GeoNumeric sd, GeoNumeric n, GeoNumeric hypMean, GeoText tail) { this(cons, mean, sd, n, hypMean, tail); result.setLabel(label); } /** * @param cons * @param mean * @param sd * @param n * @param hypMean * @param tail */ public AlgoZMeanTest(Construction cons, GeoNumeric mean, GeoNumeric sd, GeoNumeric n, GeoNumeric hypMean, GeoText tail) { super(cons); this.hypMean = hypMean; this.tail = tail; this.mean = mean; this.sd = sd; this.n = n; result = new GeoList(cons); setInputOutput(); // for AlgoElement compute(); } /** * @param cons * @param label * @param mean * @param sd * @param n * @param hypMean * @param tail */ public AlgoZMeanTest(Construction cons, String label, GeoList list, GeoNumeric sd, GeoNumeric hypMean, GeoText tail) { super(cons); this.hypMean = hypMean; this.tail = tail; this.list = list; this.sd = sd; result = new GeoList(cons); setInputOutput(); // for AlgoElement compute(); result.setLabel(label); } @Override public Commands getClassName() { return Commands.ZMeanTest; } @Override protected void setInputOutput() { if (list == null) { input = new GeoElement[5]; input[0] = mean; input[1] = sd; input[2] = n; input[3] = hypMean; input[4] = tail; } else { input = new GeoElement[4]; input[0] = list; input[1] = sd; input[2] = hypMean; input[3] = tail; } setOnlyOutput(result); setDependencies(); // done by AlgoElement } /** * @return {P value, Z test statistic} */ public GeoList getResult() { return result; } @Override public final void compute() { String testType; if (tail.getTextString().equals("<")) { testType = "left"; } else if (tail.getTextString().equals(">")) { testType = "right"; } else if (StringUtil.isNotEqual(tail.getTextString())) { testType = "two"; } else { result.setUndefined(); return; } double mean1; double n1; if (list == null) { mean1 = mean.getDouble(); n1 = n.getDouble(); } else { mean1 = list.mean(); n1 = list.size(); } double hyp = hypMean.getDouble(); double sd1 = sd.getDouble(); double se = sd1 / Math.sqrt(n1); double testStatistic = (mean1 - hyp) / se; NormalDistribution normalDist = new NormalDistribution(0, 1); double P = 0; try { P = normalDist.cumulativeProbability(testStatistic); } catch (Exception e) { result.setUndefined(); return; } if ("right".equals(testType)) { P = 1 - P; } else if ("two".equals(testType)) { if (testStatistic < 0) { P = 2 * P; } else { P = 2 * (1 - P); } } // put these results into the output list result.clear(); result.addNumber(P, null); result.addNumber(testStatistic, null); } }