/***********************************************************************
This file is part of JavaNPST, a Java library of NonParametric
Statistical Tests.
Copyright (C) 2011
J. Derrac (jderrac@decsai.ugr.es)
S. Garcia (sglopez@ujaen.es)
F. Herrera (herrera@decsai.ugr.es)
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, either version 3 of the License, or
(at your option) any later version.
This program 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 General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see http://www.gnu.org/licenses/
**********************************************************************/
package javanpst.tests.countData.contingencyCoefficient;
import javanpst.data.structures.dataTable.DataTable;
import javanpst.distributions.common.continuous.ChiSquareDistribution;
import javanpst.tests.StatisticalTest;
/**
* A contingency coefficient-based test.
*
* This procedure test that row and columns of a n x m
* contingency coefficient are independent or have no association.
*
* Q statistic (approximated to a chi-square distribution) and C and Phi
* coefficients are computed.
*
* @author Joaqu�n Derrac Rus (jderrac@decsai.ugr.es)
* @version 1.0
*/
public class ContingencyCoefficient extends StatisticalTest{
/**
* Data to analyze
*/
private DataTable data;
/**
* Contingency matrix
*/
private double contingencyTable [][];
/**
* Number of elements
*/
private double N;
/**
* Q statistic
*/
private double Q;
/**
* P-value
*/
private double pValue;
/**
* C contingency coefficient
*/
private double C;
/**
* Phi contingency coefficient
*/
private double phi;
/**
* Default builder
*/
public ContingencyCoefficient(){
setReportFormat();
clearData();
}//end-method
/**
* Clears the data stored in the test
*/
public void clearData(){
data=new DataTable();
performed=false;
dataReady=false;
Q=0.0;
C=0.0;
phi=0.0;
contingencyTable=null;
pValue=-1.0;
}//end-method
/**
* Builder. Load data to test.
*
* @param newData data to test.
*/
public ContingencyCoefficient(DataTable newData){
setReportFormat();
data=DataTable.newInstance(newData);
for(int i=0;i0){
System.out.println("No null values allowed in this test.");
clearData();
return;
}
}
contingencyTable=new double[data.getRows()][data.getColumns()];
for(int i=0;i0){
System.out.println("No null values allowed in this test.");
clearData();
return;
}
}
contingencyTable=new double[data.getRows()][data.getColumns()];
for(int i=0;i
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