RegModels.LineFit Method

#	Name	Description
1	X	Vector of independent variable.
2	Y	Vector of dependent variable.
3	Weights	Weights (optional). Weights are used only if they are set.
4	B	Returns regression coefficients for linear function.

Result: stored in self (calling object)

Copyusing Dew.Math;
using Dew.Stats.Units;
namespace Dew.Examples
{
    private void Example(Steema.TeeChart.Styles.Line line1,
        Steema.TeeChart.Styles.Line line2)
    {
        Vector X = new Vector(100,false);
        Vector Y = new Vector(100,false);
        Vector YHat = new Vector(0);
        Vector B = new Vector(0);

        X.Ramp(-5.0, 0.1); // x= -5, -4.95, ...-0.05
        Y.RandGauss(3.5, 0.12); // sample data
        RegModels.LineFit(B,X,Y,null); // calculate coefficients
        // evaluate y by using calculated coefficients
        LineEval(B,X, YHat);
        MtxVecTee.DrawValues(X,Y,line1,false); // draw original data
        MtxVecTee.DrawValues(X,YHat,line2,false); // draw fitted data
    }
}