/***********************************************************************

	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.examples;

import javanpst.tests.twoSample.K_STest.*;
import javanpst.tests.twoSample.wald_WolfowitzTest.*;
import javanpst.data.structures.dataTable.DataTable;

/**
 * An example testing differences between two samples through
 * the Kolmogorov-Smirnov Two-Sample test and the 
  * Wald-Wolfowitz test
 *
 * @author Joaqu�n Derrac Rus (jderrac@decsai.ugr.es)
 * @version 1.0
 */
public class TestGeneral{

	public static void main(String args []){
	
		/**
		 * Two samples from two independent populations
		 */
		double samples [][] = {{-1.91,-2.18},
								{-1.22,-1.79},
								{-0.96,-1.66},
								{-0.72,-0.65},
								{0.14,-0.05},
								{0.82,0.54},
								{1.45,0.85},
								{1.86,1.69}
								};

		//Data is formatted
		DataTable data = new DataTable(samples);
	
		//Create tests
		K_STest test = new K_STest(data);
		Wald_WolfowitzTest test2 = new Wald_WolfowitzTest(data);
	
		//Run Kolmogorov-Smirnov test
		test.doTest();
		
		//Print results of the test
		System.out.println("\nResults of Kolmogorov-Smirnov test:\n"+test.printReport());
		
		System.out.println();
		System.out.println("*******************");
		System.out.println("*******************");
		System.out.println("*******************");
		System.out.println();
		
		//Run Wald-Wolfowitz test
		test2.doTest();
		
		//Print results of the test
		System.out.println("\nResults of Wald-Wolfowitz test:\n"+test2.printReport());
			
	}//end-method

}//end-class