using System;
using System.Collections.Generic;
using S = Science.Statistics.BasicStatistics;

namespace ScienceTest.StatisticsTest.BasicStatisticsTest
{
    public class RegressionRMSErrorTest
    {
        public RegressionRMSErrorTest()
		{			
		}
		private string result;
		public string Result
		{
			get{return result;}
		}
		public void Compute()
		{
            S.Regression reg = new S.Regression(71.0, 12.0, 70.0, 11.0, 0.6);
            S.StandardDeviationAndAverage sd = new S.StandardDeviationAndAverage();
            sd.Average = reg.PredictedYFromX(83.0);
            sd.StandardDeviation = reg.RootMeanSquareErrorOfY;

            S.Variable vari = new S.Variable(sd);
            double su = vari.ToStandardUnit(70.0);
            S.NormalCurve nc = new S.NormalCurve();
            double symArea = nc.AreaBetween(su, -su);
            double percent = (100.0 - symArea) / 2.0 + symArea;
            result += percent.ToString();
        } 
	}
}
/*
77.3372647623191
*/