Residuals: Array;
The Residuals property returns a residual series.
Sub Main;
Var
ar1, ar2: Array[0..15] Of Double;
j,status: Integer;
var1: ISmVectorAutoRegress;
Eqs: ISlEquations;
Eq: ISlEquation;
ARO: Array[0..0] Of Integer;
Sub Print(Data: Array Of Double);
Var
i: Integer;
d: Double;
Begin
Debug.WriteLine("---Begin---");
For i := 0 To Data.Length - 1 Do
If Double.IsNan(Data[i]) Then
Debug.WriteLine(i.ToString + ", ---empty---");
Else
d := Data[i];
Debug.WriteLine(i.ToString + ", " + d.ToString);
End If;
End For;
Debug.WriteLine("---End---");
End Sub Print;
Begin
//Endogenous1
ar1[0] := 3;
ar1[1] := 8;
ar1[2] := 12;
ar1[3] := 10;
ar1[4] := 26;
ar1[5] := 21;
ar1[6] := 35;
ar1[7] := 29;
ar1[8] := 40;
ar1[9] := 39;
ar1[10] := 51;
ar1[11] := 50;
ar1[12] := 59;
ar1[13] := 58;
ar1[14] := 65;
ar1[15] := 72;
//Endogenous2
ar2[0] := 5;
ar2[1] := 3;
ar2[2] := 9;
ar2[3] := 13;
ar2[4] := 25;
ar2[5] := 21;
ar2[6] := 30;
ar2[7] := 33;
ar2[8] := 43;
ar2[9] := 37;
ar2[10] := 49;
ar2[11] := 47;
ar2[12] := 60;
ar2[13] := 59;
ar2[14] := 69;
ar2[15] := 68;
ARO[0] := 1;
var1 := New SmVectorAutoRegress.Create;
Eqs := var1.Equations;
Eq := Eqs.Add;
Eq.Serie.Value := ar1;
Eq.AutoRegressionOrder := ARO;
Eq.Forecast.LastPoint := 16;
Eq.Intercept.Mode := InterceptMode.AutoEstimate;
Eq := Eqs.Add;
Eq.Serie.Value := ar2;
Eq.AutoRegressionOrder := ARO;
Eq.Forecast.LastPoint := 16;
Eq.Intercept.Mode := InterceptMode.AutoEstimate;
var1.ModelPeriod.FirstPoint := 1;
var1.ModelPeriod.LastPoint := 16;
status := var1.Execute;
If status <> 0 Then
Debug.Writeline(var1.Errors);
Else
For j := 0 To Eqs.Count-1 Do
Debug.WriteLine("=== Residual series for the equation" + j.ToString + " ===");
Print(Eqs.Item(j).Residuals);
End For;
End If;
End Sub Main;
After executing the example the console window displays remainders of series for vector autoregression equations:
Module execution started
=== Residual series for equation 0 ===
---Begin---
0, ---empty---
1, -3.7808662785608291
2, 2.3379121574744168
3, -5.3342298062099331
4, 6.716294729897001
5, -9.3399077892942692
6, 8.3574964424435478
7, -5.8626350949055492
8, 2.0132125150748479
9, -8.2843133283029644
10, 9.4958591634479248
11, -2.7043840598320656
12, 8.1983333200701125
13, -5.0793042092385861
14, 2.8540493927014126
15, 0.41248284523489076
---End---
=== Residual series for equation 1 ===
---Begin---
0, ---empty---
1, -6.477262385252077
2, -0.25310051806125244
3, -1.590209286325603
4, 7.9974151196330112
5, -8.6408542765554301
6, 4.4900666946882275
7, -2.4796483173680315
8, 6.81584915815953
9, -9.1431935462634115
10, 7.4573957746285302
11, -6.1988476917300304
12, 8.4983530702055887
13, -4.1472180885196579
14, 6.8241355336768876
15, -3.1528812409161873
---End---
Module execution finished
See also: