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

	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.multiple.friedmanTest.*;
import javanpst.tests.multiple.pageTest.*;
import javanpst.data.structures.dataTable.DataTable;

/**
 * A sample program for testing equality between several classifications,
 * using Friedman test for the alternative hypotheses of no equal means, and
 * Page test to go further, with the alternative of ordered medians
 *
 *
 * @author Joaqu�n Derrac Rus (jderrac@decsai.ugr.es)
 * @version 1.0
 */
public class TestClassification{

	public static void main(String args []){
	
		/**
		 * A sample of n treatments (columns) and k blocks (rows):   
		 */
		double samples [][] = {{14,23,26,30},
								{19,25,25,33},
								{17,22,29,28},
								{17,21,28,27},
								{16,24,28,32},
								{15,23,27,36},
								{18,26,27,26},
								{16,22,30,32}
								};
	
		//Data is formatted
		DataTable data = new DataTable(samples);
	
		//Create tests
		FriedmanTest friedman = new FriedmanTest(data);
	
		PageTest page = new PageTest(data);
	
		//Run Friedman test
		friedman.doTest();
		
		//Print results of Friedman test
		System.out.println("Results of Friedman test:\n"+friedman.printReport());
		
		//print results of the multiple comparisons procedure
		System.out.println("Results of the multiple comparisons procedure:\n"+friedman.printMultipleComparisonsProcedureReport());
		
		System.out.println();
		System.out.println("*******************");
		System.out.println("*******************");
		System.out.println("*******************");
		System.out.println();
		
		//Run Page test
		page.doTest();

		//Print results of Page test
		System.out.println("Results of Page test:\n"+page.printReport());
		
	}//end-method

}//end-class