ISmMultiNormalDistribution.K

Syntax

K: Integer;

Description

The K property determines the dimension of distribution.

Comments

This value must meet the following condition: K ≥ 1.

Example

To execute the example, add a link to the Stat system assembly.

Sub UserProc;
Var
    Distrib: ISmMultiNormalDistribution;
    Mu, Sigma, MultiRandom, MultiRandomVector: Array Of Double;
    i, j: Integer;
    d: Integer = 2;
    Cnt: Integer = 10;
Begin
    Distrib := New SmMultiNormalDistribution.Create;
    Distrib.K := d;
    Mu := New Double[d];
    Mu[0] := -1; Mu[1] := 0;
    Distrib.Mu := Mu;
    Sigma := New Double[d, d];
    Sigma[0, 0] := 2; Sigma[0, 1] := 0;
    Sigma[1, 0] := 0; Sigma[1, 1] := 1;
    Distrib.Sigma := Sigma;
    MultiRandom := Distrib.MultiRandom;
    Debug.WriteLine("-- Generated vector --");
    For i := 0 To d - 1 Do
        Debug.Write(MultiRandom[i]);
        Debug.Write(";  ");
    End For;
    Debug.WriteLine("");
    Debug.WriteLine("-- Generated matrix --");
    MultiRandomVector := Distrib.MultiRandomVector(Cnt);
    For i := 0 To Cnt - 1 Do
        For j := 0 To d - 1 Do
            Debug.Write(MultiRandomVector[i, j]);
            Debug.Write(";  ");
        End For;
        Debug.WriteLine("");
    End For;
End Sub UserProc;

After executing the example the console window shows vector and matrix of pseudo-random numbers from multivariate normal distribution.