From 1151b80f906c6d1c278f15a639aefe7b195f7e9d Mon Sep 17 00:00:00 2001 From: wp_xxyyzz Date: Sat, 25 Apr 2020 15:23:33 +0000 Subject: [PATCH] Lazstats: Refactor RMatUnit. Add pdf help file to chm. git-svn-id: https://svn.code.sf.net/p/lazarus-ccr/svn@7402 8e941d3f-bd1b-0410-a28a-d453659cc2b4 --- .../lazstats/docs/HelpNDoc/LazStats.hnd | Bin 8744960 -> 8781824 bytes applications/lazstats/docs/chm/LazStats.chm | Bin 2286285 -> 2297393 bytes .../analysis/correlation/partialsunit.pas | 6 +- .../forms/analysis/correlation/rmatunit.lfm | 65 +- .../forms/analysis/correlation/rmatunit.pas | 653 +++++++++--------- .../lazstats/source/forms/mainunit.pas | 1 + .../lazstats/source/units/dataprocs.pas | 76 +- 7 files changed, 404 insertions(+), 397 deletions(-) diff --git a/applications/lazstats/docs/HelpNDoc/LazStats.hnd b/applications/lazstats/docs/HelpNDoc/LazStats.hnd index 5133a37398ee9416e6a7ddd2c5221bfb38b93270..0790cb475dad73b82a9ad874509c0fa153f904db 100644 GIT binary patch delta 17049 zcmb`u1y~hd*Ef95;Q)s&0qF+m1_5ahq`ON=X-N@qK;;0Uq%Z=KBBF#y9RUH0?v_?c zLQ1+0-=O#X-tpYe^MAhY{kX2*oMC3q+H0-7SIpY8Bfg~~BO;z66B%%qU@(+J600J7 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zrHk4;FG<6f_i0DuS}2LN#s0I~o8A_V|NL;&RstQmVibVy{y6hu)VGS#)8 zm4UyHB3b+Qp!@(p0RR+<0RRG#f6-QOGi~8XEha$*kX{#2e7>|O-=0A diff --git a/applications/lazstats/source/forms/analysis/correlation/partialsunit.pas b/applications/lazstats/source/forms/analysis/correlation/partialsunit.pas index 5f5d56dba..13149f208 100644 --- a/applications/lazstats/source/forms/analysis/correlation/partialsunit.pas +++ b/applications/lazstats/source/forms/analysis/correlation/partialsunit.pas @@ -220,12 +220,12 @@ end; procedure TPartialsFrm.ComputeBtnClick(Sender: TObject); var rmatrix, workmat: DblDyneMat; - Means, Variances, StdDevs, W, Betas: DblDyneVec; + Means, Variances, StdDevs, W: DblDyneVec; R2Full, R2Cntrl, SemiPart, Partial, df1, df2, F, Prob: double; NoPredVars, NoCntrlVars, DepVarNo, TotNoVars, pcnt, ccnt, count: integer; PredVars, CntrlVars: IntDyneVec; MatVars: IntDyneVec; - outline, varstring: string; + varstring: string; i, j, K, L: integer; errorcode: boolean; vtimesw, W1, v: DblDyneMat; @@ -264,7 +264,6 @@ begin SetLength(Variances,NoVariables); SetLength(StdDevs,NoVariables); SetLength(W,NoVariables); - SetLength(Betas,NoVariables); SetLength(MatVars,NoVariables); lReport := TStringList.Create; @@ -405,7 +404,6 @@ begin finally lReport.Free; MatVars := nil; - Betas := nil; W := nil; Variances := nil; StdDevs := nil; diff --git a/applications/lazstats/source/forms/analysis/correlation/rmatunit.lfm b/applications/lazstats/source/forms/analysis/correlation/rmatunit.lfm index 3e0c1659d..929f6f235 100644 --- a/applications/lazstats/source/forms/analysis/correlation/rmatunit.lfm +++ b/applications/lazstats/source/forms/analysis/correlation/rmatunit.lfm @@ -25,7 +25,7 @@ object RMatFrm: TRMatFrm ParentColor = False end object Label2: TLabel - AnchorSideLeft.Control = ListBox1 + AnchorSideLeft.Control = SelList AnchorSideTop.Control = Owner Left = 235 Height = 15 @@ -166,7 +166,7 @@ object RMatFrm: TRMatFrm Spacing = 0 TabOrder = 3 end - object ListBox1: TListBox + object SelList: TListBox AnchorSideLeft.Control = AllBtn AnchorSideLeft.Side = asrBottom AnchorSideTop.Control = Label2 @@ -184,6 +184,7 @@ object RMatFrm: TRMatFrm BorderSpacing.Right = 8 BorderSpacing.Bottom = 8 ItemHeight = 0 + MultiSelect = True TabOrder = 4 end object GroupBox1: TGroupBox @@ -283,92 +284,74 @@ object RMatFrm: TRMatFrm end end object ResetBtn: TButton - AnchorSideRight.Control = CancelBtn + AnchorSideRight.Control = ComputeBtn AnchorSideBottom.Control = Owner AnchorSideBottom.Side = asrBottom - Left = 108 + Left = 200 Height = 25 Top = 449 Width = 54 Anchors = [akRight, akBottom] AutoSize = True - BorderSpacing.Left = 12 + BorderSpacing.Left = 8 BorderSpacing.Top = 8 - BorderSpacing.Right = 12 + BorderSpacing.Right = 8 BorderSpacing.Bottom = 8 Caption = 'Reset' OnClick = ResetBtnClick TabOrder = 7 end - object CancelBtn: TButton - AnchorSideRight.Control = ComputeBtn - AnchorSideBottom.Control = Owner - AnchorSideBottom.Side = asrBottom - Left = 174 - Height = 25 - Top = 449 - Width = 62 - Anchors = [akRight, akBottom] - AutoSize = True - BorderSpacing.Left = 12 - BorderSpacing.Top = 8 - BorderSpacing.Right = 12 - BorderSpacing.Bottom = 8 - Caption = 'Cancel' - ModalResult = 2 - TabOrder = 8 - end object ComputeBtn: TButton - AnchorSideRight.Control = ReturnBtn + AnchorSideRight.Control = CloseBtn AnchorSideBottom.Control = Owner AnchorSideBottom.Side = asrBottom - Left = 248 + Left = 262 Height = 25 Top = 449 Width = 76 Anchors = [akRight, akBottom] AutoSize = True - BorderSpacing.Left = 12 + BorderSpacing.Left = 8 BorderSpacing.Top = 8 - BorderSpacing.Right = 12 + BorderSpacing.Right = 8 BorderSpacing.Bottom = 8 Caption = 'Compute' OnClick = ComputeBtnClick - TabOrder = 9 + TabOrder = 8 end - object ReturnBtn: TButton + object CloseBtn: TButton AnchorSideRight.Control = Owner AnchorSideRight.Side = asrBottom AnchorSideBottom.Control = Owner AnchorSideBottom.Side = asrBottom - Left = 336 + Left = 346 Height = 25 Top = 449 - Width = 61 + Width = 55 Anchors = [akRight, akBottom] AutoSize = True - BorderSpacing.Left = 12 + BorderSpacing.Left = 8 BorderSpacing.Top = 8 - BorderSpacing.Right = 12 + BorderSpacing.Right = 8 BorderSpacing.Bottom = 8 - Caption = 'Return' - ModalResult = 1 - TabOrder = 10 + Caption = 'Close' + ModalResult = 11 + TabOrder = 9 end object HelpBtn: TButton Tag = 144 AnchorSideRight.Control = ResetBtn AnchorSideBottom.Control = Owner AnchorSideBottom.Side = asrBottom - Left = 45 + Left = 141 Height = 25 Top = 449 Width = 51 Anchors = [akRight, akBottom] AutoSize = True - BorderSpacing.Left = 12 + BorderSpacing.Left = 8 BorderSpacing.Top = 8 - BorderSpacing.Right = 12 + BorderSpacing.Right = 8 BorderSpacing.Bottom = 8 Caption = 'Help' OnClick = HelpBtnClick @@ -378,7 +361,7 @@ object RMatFrm: TRMatFrm AnchorSideLeft.Control = Owner AnchorSideRight.Control = Owner AnchorSideRight.Side = asrBottom - AnchorSideBottom.Control = ReturnBtn + AnchorSideBottom.Control = CloseBtn Left = 0 Height = 8 Top = 433 diff --git a/applications/lazstats/source/forms/analysis/correlation/rmatunit.pas b/applications/lazstats/source/forms/analysis/correlation/rmatunit.pas index 00ef1671a..a57cd0f01 100644 --- a/applications/lazstats/source/forms/analysis/correlation/rmatunit.pas +++ b/applications/lazstats/source/forms/analysis/correlation/rmatunit.pas @@ -23,9 +23,8 @@ type AllBtn: TBitBtn; AugmentChk: TCheckBox; ResetBtn: TButton; - CancelBtn: TButton; ComputeBtn: TButton; - ReturnBtn: TButton; + CloseBtn: TButton; CPChkBox: TCheckBox; CovChkBox: TCheckBox; CorrsChkBox: TCheckBox; @@ -36,7 +35,7 @@ type GroupBox1: TGroupBox; Label1: TLabel; Label2: TLabel; - ListBox1: TListBox; + SelList: TListBox; VarList: TListBox; procedure AllBtnClick(Sender: TObject); procedure ComputeBtnClick(Sender: TObject); @@ -50,10 +49,9 @@ type private { private declarations } FAutoSized: Boolean; - procedure PairsCalc(NoVars : integer; - VAR ColNoSelected : IntDyneVec; - VAR Matrix : DblDyneMat; - VAR ColLabels : StrDyneVec); + procedure PairsCalc(NoVars: integer; const ColNoSelected: IntDyneVec; + const Matrix: DblDyneMat; const ColLabels: StrDyneVec; AReport: TStrings); + procedure UpdateBtnStates; public { public declarations } @@ -65,7 +63,7 @@ var implementation uses - Math; + Math, Utils; { TRMatFrm } @@ -73,7 +71,7 @@ procedure TRMatFrm.ResetBtnClick(Sender: TObject); VAR i : integer; begin VarList.Clear; - ListBox1.Clear; + SelList.Clear; for i := 1 to NoVariables do begin VarList.Items.Add(OS3MainFrm.DataGrid.Cells[i,0]); @@ -102,12 +100,11 @@ begin if FAutoSized then exit; - w := MaxValue([HelpBtn.Width, ResetBtn.Width, CancelBtn.Width, ComputeBtn.Width, ReturnBtn.Width]); + w := MaxValue([HelpBtn.Width, ResetBtn.Width, ComputeBtn.Width, CloseBtn.Width]); HelpBtn.Constraints.MinWidth := w; ResetBtn.Constraints.MinWidth := w; - CancelBtn.Constraints.MinWidth := w; ComputeBtn.Constraints.MinWidth := w; - ReturnBtn.Constraints.MinWidth := w; + CloseBtn.Constraints.MinWidth := w; Constraints.MinWidth := Width; Constraints.MinHeight := Height; @@ -118,358 +115,386 @@ end; procedure TRMatFrm.FormCreate(Sender: TObject); begin Assert(OS3MainFrm <> nil); - if OutputFrm = nil then - Application.CreateForm(TOutputFrm, OutputFrm); end; procedure TRMatFrm.HelpBtnClick(Sender: TObject); begin if ContextHelpForm = nil then Application.CreateForm(TContextHelpForm, ContextHelpForm); - ContextHelpForm.HelpMessage((Sender as TButton).tag); + ContextHelpForm.HelpMessage((Sender as TButton).Tag); end; procedure TRMatFrm.AllBtnClick(Sender: TObject); -VAR count, index : integer; +var + index: Integer; begin - count := VarList.Items.Count; - for index := 0 to count-1 do - begin - ListBox1.Items.Add(VarList.Items.Strings[index]); - end; - VarList.Clear; + for index := 0 to VarList.Items.Count-1 do + SelList.Items.Add(VarList.Items[index]); + VarList.Clear; + UpdateBtnStates; end; procedure TRMatFrm.ComputeBtnClick(Sender: TObject); -label cleanit; var - i, j : integer; - cellstring : string; - NoVars : integer; - ColNoSelected : IntDyneVec; - Matrix : DblDyneMat; - TestMat : DblDyneMat; - Means : DblDyneVec; - Variances : DblDyneVec; - StdDevs : DblDyneVec; - RowLabels, ColLabels : StrDyneVec; - Augment : boolean; - title : string; - errorcode : boolean; - Ngood : integer; - t, Probr, N: double; + i, j : integer; + cellstring : string; + NoVars : integer; + ColNoSelected : IntDyneVec; + Matrix : DblDyneMat; + TestMat : DblDyneMat; + Means : DblDyneVec; + Variances : DblDyneVec; + StdDevs : DblDyneVec; + RowLabels, ColLabels : StrDyneVec; + Augment : boolean; + title : string; + errorcode : boolean; + Ngood : integer; + t, Probr, N: double; + lReport: TStrings; begin - errorcode := false; - OutputFrm.RichEdit.Clear; - NoVars := ListBox1.Items.Count; - Augment := false; - Ngood := 0; + errorcode := false; + NoVars := SelList.Items.Count; + Augment := false; + Ngood := 0; - SetLength(ColNoSelected,NoVars+1); - SetLength(Matrix,NoVars+1,NoVars+1); // 1 more for possible augmentation - SetLength(TestMat,NoVars,NoVars); - SetLength(Means,NoVars+1); - SetLength(Variances,NoVars+1); - SetLength(StdDevs,NoVars+1); - SetLength(RowLabels,NoVars+1); - SetLength(ColLabels,NoVars+1); + if NoVars = 0 then + begin + MessageDlg('No variable(s) selected.', mtError, [mbOK], 0); + exit; + end; - // identify the included variable locations and their labels - for i := 1 to NoVars do - begin - cellstring := ListBox1.Items.Strings[i-1]; - for j := 1 to NoVariables do - begin - if cellstring = OS3MainFrm.DataGrid.Cells[j,0] then - begin - ColNoSelected[i-1] := j; - RowLabels[i-1] := cellstring; - ColLabels[i-1] := cellstring; - end; - end; - end; + SetLength(ColNoSelected,NoVars+1); + SetLength(Matrix,NoVars+1,NoVars+1); // 1 more for possible augmentation + SetLength(TestMat,NoVars,NoVars); + SetLength(Means,NoVars+1); + SetLength(Variances,NoVars+1); + SetLength(StdDevs,NoVars+1); + SetLength(RowLabels,NoVars+1); + SetLength(ColLabels,NoVars+1); - if PairsChkBox.Checked then - begin - PairsCalc(NoVars,ColNoSelected,Matrix,ColLabels); - goto cleanit; - end; + // identify the included variable locations and their labels + for i := 1 to NoVars do + begin + cellstring := SelList.Items.Strings[i-1]; + for j := 1 to NoVariables do + begin + if cellstring = OS3MainFrm.DataGrid.Cells[j,0] then + begin + ColNoSelected[i-1] := j; + RowLabels[i-1] := cellstring; + ColLabels[i-1] := cellstring; + end; + end; + end; - if AugmentChk.Checked then - begin - Augment := true; - ColLabels[NoVars] := 'Intercept'; - RowLabels[NoVars] := 'Intercept'; - end; + lReport := TStringList.Create; + try + if PairsChkBox.Checked then + begin + PairsCalc(NoVars, ColNoSelected, Matrix, ColLabels, lReport); + exit; + end; - // get cross-products if elected - if CPChkBox.Checked = true then - begin - GridXProd(NoVars,ColNoSelected,Matrix,Augment,Ngood); - title := 'Cross-Products Matrix'; - if NOT Augment then - MAT_PRINT(Matrix,NoVars,NoVars,title,RowLabels,ColLabels,Ngood) - else - MAT_PRINT(Matrix,NoVars+1,NoVars+1,title,RowLabels,ColLabels,Ngood); - end; + if AugmentChk.Checked then + begin + Augment := true; + ColLabels[NoVars] := 'Intercept'; + RowLabels[NoVars] := 'Intercept'; + end; - if CovChkBox.Checked = true then // get variance-covariance mat. if elected - begin - title := 'Variance-Covariance Matrix'; - GridCovar(NoVars,ColNoSelected,Matrix,Means,Variances,StdDevs,errorcode, Ngood); - MAT_PRINT(Matrix,NoVars,NoVars,title,RowLabels,ColLabels,Ngood); - end; + // get cross-products if elected + if CPChkBox.Checked then + begin + GridXProd(NoVars, ColNoSelected, Matrix, Augment, Ngood); + title := 'Cross-Products Matrix'; + if not Augment then + MatPrint(Matrix, NoVars, NoVars, title, RowLabels, ColLabels, Ngood, lReport) + else + MatPrint(Matrix, NoVars+1, NoVars+1, title, RowLabels, ColLabels, Ngood, lReport); + end; - if CorrsChkBox.Checked = true then // get correlations - begin - title := 'Product-Moment Correlations Matrix'; - Correlations(NoVars,ColNoSelected,Matrix,Means,Variances,StdDevs,errorcode,Ngood); - MAT_PRINT(Matrix,NoVars,NoVars,title,RowLabels,ColLabels,Ngood); - N := Ngood; - for i := 1 to NoVars do - begin - for j := i+1 to NoVars do - begin - t := Matrix[i-1][j-1] * (sqrt((N-2.0) / - (1.0 - (Matrix[i-1][j-1] * Matrix[i-1][j-1])))); - TestMat[i-1,j-1] := t; - Probr := probt(t,N - 2.0); - TestMat[j-1,i-1] := Probr; - TestMat[i-1,i-1] := 0.0; + // get variance-covariance mat. if elected + if CovChkBox.Checked then + begin + title := 'Variance-Covariance Matrix'; + GridCovar(NoVars, ColNoSelected, Matrix, Means, Variances, StdDevs, errorcode, Ngood); + MatPrint(Matrix, NoVars, NoVars, title, RowLabels, ColLabels, Ngood, lReport); + end; - end; - end; - title := 't-test values (upper) and probabilities of t (lower)'; - MAT_PRINT(TestMat,NoVars,NoVars,title,RowLabels,ColLabels,Ngood); - end; + // get correlations + if CorrsChkBox.Checked then + begin + title := 'Product-Moment Correlations Matrix'; + Correlations(NoVars, ColNoSelected, Matrix, Means, Variances, StdDevs, errorcode, Ngood); + MatPrint(Matrix, NoVars, NoVars, title, RowLabels, ColLabels, Ngood, lReport); + N := Ngood; + for i := 1 to NoVars do + begin + for j := i+1 to NoVars do + begin + t := Matrix[i-1][j-1] * (sqrt((N-2.0) / (1.0 - (Matrix[i-1][j-1] * Matrix[i-1][j-1])))); + TestMat[i-1,j-1] := t; + Probr := probt(t,N - 2.0); + TestMat[j-1,i-1] := Probr; + TestMat[i-1,i-1] := 0.0; + end; + end; + title := 't-test values (upper) and probabilities of t (lower)'; + MatPrint(TestMat, NoVars, NoVars, title, RowLabels, ColLabels, Ngood, lReport); + end; - title := 'Means'; - if MeansChkBox.Checked = true then - DynVectorPrint(Means,NoVars,title,ColLabels,Ngood); + if MeansChkBox.Checked then + begin + title := 'Means'; + DynVectorPrint(Means, NoVars, title, ColLabels, Ngood, lReport); + end; - title := 'Variances'; - if VarChkBox.Checked = true then - DynVectorPrint(Variances,NoVars,title,ColLabels,Ngood); + if VarChkBox.Checked then + begin + title := 'Variances'; + DynVectorPrint(Variances, NoVars, title, ColLabels, Ngood, lReport); + end; - title := 'Standard Deviations'; - if SDChkBox.Checked = true then - DynVectorPrint(StdDevs,NoVars,title,ColLabels,Ngood); + if SDChkBox.Checked then + begin + title := 'Standard Deviations'; + DynVectorPrint(StdDevs, NoVars, title, ColLabels, Ngood, lReport); + end; - if errorcode then - OutputFrm.RichEdit.Lines.Add('One or more correlations could not be computed due to zero variance of a variable.'); + if errorcode then + lReport.Add('One or more correlations could not be computed due to zero variance of a variable.'); - OutputFrm.ShowModal; + if GridMatChk.Checked then + MatToGrid(Matrix,NoVars); - if GridMatChk.Checked then MatToGrid(Matrix,NoVars); - // clean up the heap -cleanit: - ColLabels := nil; - RowLabels := nil; - StdDevs := nil; - Variances := nil; - Means := nil; - Matrix := nil; - ColNoSelected := nil; + DisplayReport(lReport); + + finally + lReport.Free; + ColLabels := nil; + RowLabels := nil; + StdDevs := nil; + Variances := nil; + Means := nil; + Matrix := nil; + ColNoSelected := nil; + end; end; procedure TRMatFrm.InBtnClick(Sender: TObject); -VAR i, index : integer; +var + i: integer; begin - index := VarList.Items.Count; - i := 0; - while i < index do - begin - if (VarList.Selected[i]) then - begin - ListBox1.Items.Add(VarList.Items.Strings[i]); - VarList.Items.Delete(i); - index := index - 1; - i := 0; - end - else i := i + 1; - end; - - OutBtn.Enabled := true; + i := 0; + while i < VarList.Items.Count do + begin + if VarList.Selected[i] then + begin + SelList.Items.Add(VarList.Items[i]); + VarList.Items.Delete(i); + i := 0; + end else + i := i + 1; + end; + UpdateBtnStates; end; procedure TRMatFrm.OutBtnClick(Sender: TObject); -VAR index : integer; +var + i: integer; begin - index := ListBox1.ItemIndex; - VarList.Items.Add(ListBox1.Items.Strings[index]); - ListBox1.Items.Delete(index); - InBtn.Enabled := true; + i := 0; + while i < SelList.Items.Count do + begin + if SelList.Selected[i] then + begin + VarList.Items.Add(SelList.Items[i]); + SelList.Items.Delete(i); + i := 0; + end else + i := i + 1; + end; + UpdateBtnStates; end; -procedure TRMatFrm.PairsCalc(NoVars: integer; var ColNoSelected: IntDyneVec; - var Matrix: DblDyneMat; var ColLabels: StrDyneVec); -Label nextpart; +procedure TRMatFrm.PairsCalc(NoVars: integer; const ColNoSelected: IntDyneVec; + const Matrix: DblDyneMat; const ColLabels: StrDyneVec; AReport: TStrings); var - i, j, k, XCol, YCol, Npairs, N : integer; - X, Y, XMean, XVar, XSD, YMean, YVar, YSD, pmcorr, z, rprob : double; - strout : string; - NMatrix : IntDyneMat; - tMatrix : DblDyneMat; - ProbMat : DblDyneMat; - startpos, endpos : integer; - + i, j, k, XCol, YCol, Npairs, N: integer; + X, Y, XMean, XVar, XSD, YMean, YVar, YSD, pmcorr, z, rprob: double; + strout: string; + NMatrix: IntDyneMat; + tMatrix: DblDyneMat; + ProbMat: DblDyneMat; + startpos, endpos: integer; begin - OutputFrm.RichEdit.Clear; - SetLength(NMatrix,NoVars,NoVars); - SetLength(tMatrix,NoVars,NoVars); - SetLength(ProbMat,NoVars,NoVars); + SetLength(NMatrix,NoVars,NoVars); + SetLength(tMatrix,NoVars,NoVars); + SetLength(ProbMat,NoVars,NoVars); - for i := 1 to NoVars - 1 do - begin - for j := i + 1 to NoVars do - begin - XMean := 0.0; - XVar := 0.0; - XCol := ColNoSelected[i-1]; - YMean := 0.0; - YVar := 0.0; - YCol := ColNoSelected[j-1]; - pmcorr := 0.0; - Npairs := 0; - strout := ColLabels[i-1]; - strout := strout + ' vs '; - strout := strout + ColLabels[j-1]; - OutputFrm.RichEdit.Lines.Add(strout); - for k := 1 to NoCases do - begin - if not ValidValue(k,XCol) then continue; - if not ValidValue(k,YCol) then continue; - X := StrToFloat(OS3MainFrm.DataGrid.Cells[XCol,k]); - Y := StrToFloat(OS3MainFrm.DataGrid.Cells[YCol,k]); - pmcorr := pmcorr + (X * Y); - XMean := XMean + X; - YMean := YMean + Y; - XVar := XVar + (X * X); - YVar := YVar + (Y * Y); - Npairs := NPairs + 1; - end; - if CPChkBox.Checked then - begin - strout := format('CrossProducts[%d,%d]=%6.4f, N cases = %d',[i,j,pmcorr,Npairs]); - OutputFrm.RichEdit.Lines.Add(strout); - end; - pmcorr := pmcorr - (XMean * YMean) / Npairs; - pmcorr := pmcorr / (Npairs - 1); - if CovChkBox.Checked then - begin - strout := format('Covariance[%d,%d]=%6.4f, N cases = %d',[i,j,pmcorr,Npairs]); - OutputFrm.RichEdit.Lines.Add(strout); - end; - XVar := XVar - (XMean * XMean) / Npairs; - XVar := XVar / (Npairs - 1); - XSD := sqrt(XVar); - YVar := YVar - (YMean * YMean) / Npairs; - YVar := YVar / (Npairs - 1); - YSD := sqrt(YVar); - XMean := XMean / Npairs; - YMean := YMean / Npairs; - pmcorr := pmcorr / (XSD * YSD); - Matrix[i-1,j-1] := pmcorr; - Matrix[j-1,i-1] := pmcorr; - NMatrix[i-1,j-1] := Npairs; - NMatrix[j-1,i-1] := NPairs; - if CorrsChkBox.Checked then - begin - N := Npairs - 2; - z := abs(pmcorr) * (sqrt((N-2)/(1.0 - (pmcorr * pmcorr)))); - rprob := probt(z,N); + for i := 1 to NoVars - 1 do + begin + for j := i + 1 to NoVars do + begin + XMean := 0.0; + XVar := 0.0; + XCol := ColNoSelected[i-1]; + YMean := 0.0; + YVar := 0.0; + YCol := ColNoSelected[j-1]; + pmcorr := 0.0; + Npairs := 0; + AReport.Add(ColLabels[i-1] + ' vs ' + ColLabels[j-1]); + + for k := 1 to NoCases do + begin + if not ValidValue(k,XCol) then continue; + if not ValidValue(k,YCol) then continue; + X := StrToFloat(OS3MainFrm.DataGrid.Cells[XCol,k]); + Y := StrToFloat(OS3MainFrm.DataGrid.Cells[YCol,k]); + pmcorr := pmcorr + (X * Y); + XMean := XMean + X; + YMean := YMean + Y; + XVar := XVar + (X * X); + YVar := YVar + (Y * Y); + Npairs := NPairs + 1; + end; + + if CPChkBox.Checked then + AReport.Add('CrossProducts[%d,%d]: %6.4f, N cases: %d', [i, j, pmcorr, Npairs]); + + pmcorr := pmcorr - (XMean * YMean) / Npairs; + pmcorr := pmcorr / (Npairs - 1); + if CovChkBox.Checked then + AReport.Add('Covariance[%d,%d]: %6.4f, N cases: %d', [i, j, pmcorr, Npairs]); + + XVar := XVar - (XMean * XMean) / Npairs; + XVar := XVar / (Npairs - 1); + XSD := sqrt(XVar); + YVar := YVar - (YMean * YMean) / Npairs; + YVar := YVar / (Npairs - 1); + YSD := sqrt(YVar); + XMean := XMean / Npairs; + YMean := YMean / Npairs; + pmcorr := pmcorr / (XSD * YSD); + Matrix[i-1,j-1] := pmcorr; + Matrix[j-1,i-1] := pmcorr; + NMatrix[i-1,j-1] := Npairs; + NMatrix[j-1,i-1] := NPairs; + if CorrsChkBox.Checked then + begin + N := Npairs - 2; + z := abs(pmcorr) * (sqrt((N-2)/(1.0 - (pmcorr * pmcorr)))); + rprob := probt(z,N); // Using Fisher's z transform below gives SPSS results // N := Npairs - 3; // z := 0.5 * ln( (1.0 + pmcorr)/(1.0 - pmcorr) ); // z := z / sqrt(1.0/N); // rprob := probz(z); - strout := format('r[%d,%d]=%6.4f, N cases = %d',[i,j,pmcorr,Npairs]); - OutputFrm.RichEdit.Lines.Add(strout); - strout := format('t value with d.f. %d = %8.4f with Probability > t = %6.4f',[Npairs-2,z,rprob]); - OutputFrm.RichEdit.Lines.Add(strout); - tMatrix[i-1,j-1] := z; - tMatrix[j-1,i-1] := z; - ProbMat[i-1,j-1] := rprob; - ProbMat[j-1,i-1] := rprob; - end; - if MeansChkBox.Checked or VarChkBox.Checked or SDChkBox.Checked then - begin - strout := format('Mean X = %8.4f, Variance X = %8.4f, Std.Dev. X = %8.4f',[XMean,XVar,XSD]); - OutputFrm.RichEdit.Lines.Add(strout); - strout := format('Mean Y = %8.4f, Variance Y = %8.4f, Std.Dev. Y = %8.4f',[YMean,YVar,YSD]); - OutputFrm.RichEdit.Lines.Add(strout); - end; - OutputFrm.RichEdit.Lines.Add(''); - end; // next j variable - Matrix[i-1,i-1] := 1.0; - end; // next i variable - Matrix[NoVars-1,NoVars-1] := 1.0; - OutputFrm.ShowModal; - OutputFrm.RichEdit.Clear; - OutputFrm.RichEdit.Lines.Add('Intercorrelation Matrix and Statistics'); - OutputFrm.RichEdit.Lines.Add(''); + AReport.Add('r[%d, %d]: %6.4f, N cases: %d', [i, j, pmcorr, Npairs]); + AReport.Add('t value with d.f. %d: %8.4f with Probability > t %6.4f', [Npairs - 2, z, rprob]); + tMatrix[i-1,j-1] := z; + tMatrix[j-1,i-1] := z; + ProbMat[i-1,j-1] := rprob; + ProbMat[j-1,i-1] := rprob; + end; + + if MeansChkBox.Checked or VarChkBox.Checked or SDChkBox.Checked then + begin + AReport.Add('Mean X: %8.4f, Variance X: %8.4f, Std.Dev. X: %8.4f', [XMean, XVar, XSD]); + AReport.Add('Mean Y: %8.4f, Variance Y: %8.4f, Std.Dev. Y: %8.4f', [YMean, YVar, YSD]); + end; + AReport.Add(''); + end; // next j variable + Matrix[i-1,i-1] := 1.0; + end; // next i variable + + Matrix[NoVars-1,NoVars-1] := 1.0; + + AReport.Add(''); + AReport.Add(DIVIDER); + AReport.Add(''); + + AReport.Add('Intercorrelation Matrix and Statistics'); + AReport.Add(''); + // strout := 'Correlation Matrix Summary (Ns in lower triangle)'; // MAT_PRINT(Matrix,NoVars,NoVars,strout,ColLabels,ColLabels,NoCases); - startpos := 1; - endpos := 6; - if endpos > NoVars then endpos := NoVars; - for i := 1 to NoVars do - begin -nextpart: - strout := ' '; - for j := startpos to endpos do - strout := strout + format(' %5d',[j]); - OutputFrm.RichEdit.Lines.Add(strout); - strout := format('%2d PMCorr.',[i]); - for j := startpos to endpos do - strout := strout + format(' %7.4f',[Matrix[i-1,j-1]]); - OutputFrm.RichEdit.Lines.Add(strout); - strout := format('%2d N Size ',[i]); - for j := startpos to endpos do - begin - if j <> i then - strout := strout + format(' %3d ',[NMatrix[i-1,j-1]]) - else begin - Npairs := 0; - for k := 1 to NoCases do - begin - if ValidValue(k,ColNoSelected[j-1]) - then Npairs := Npairs + 1; - end; - strout := strout + format(' %3d ',[Npairs]); - end; - end; - OutputFrm.RichEdit.Lines.Add(strout); - strout := format('%2d t Value',[i]); - for j := startpos to endpos do - begin - if j <> i then - strout := strout + format(' %7.4f',[tMatrix[i-1,j-1]]) - else strout := strout + ' '; - end; - OutputFrm.RichEdit.Lines.Add(strout); - strout := format('%2d Prob. t',[i]); - for j := startpos to endpos do - begin - if j <> i then - strout := strout + format(' %7.4f',[ProbMat[i-1,j-1]]) - else strout := strout + ' '; - end; - OutputFrm.RichEdit.Lines.Add(strout); - OutputFrm.RichEdit.Lines.Add(''); - if endpos < NoVars then - begin - startpos := endpos + 1; - endpos := endpos + 6; - if endpos > NoVars then endpos := NoVars; - goto nextpart; - end; - end; - OutputFrm.ShowModal; + startpos := 1; + endpos := 6; + if endpos > NoVars then endpos := NoVars; - ProbMat := nil; - tMatrix := nil; - NMatrix := nil; + for i := 1 to NoVars do + begin + strout := ' '; + for j := startpos to endpos do + strout := strout + Format(' %5d', [j]); + AReport.Add(strout); + + strout := format('%2d PMCorr.',[i]); + for j := startpos to endpos do + strout := strout + Format(' %7.4f', [Matrix[i-1,j-1]]); + AReport.Add(strout); + + strout := Format('%2d N Size ', [i]); + for j := startpos to endpos do + begin + if j <> i then + strout := strout + Format(' %3d ', [NMatrix[i-1,j-1]]) + else begin + Npairs := 0; + for k := 1 to NoCases do + begin + if ValidValue(k,ColNoSelected[j-1]) then + Npairs := Npairs + 1; + end; + strout := strout + Format(' %3d ', [Npairs]); + end; + end; + + AReport.Add(strout); + + strout := Format('%2d t Value', [i]); + for j := startpos to endpos do + if j <> i then + strout := strout + Format(' %7.4f', [tMatrix[i-1, j-1]]) + else + strout := strout + ' '; + AReport.Add(strout); + + strout := Format('%2d Prob. t', [i]); + for j := startpos to endpos do + if j <> i then + strout := strout + Format(' %7.4f', [ProbMat[i-1, j-1]]) + else + strout := strout + ' '; + AReport.Add(strout); + AReport.Add(''); + + if endpos < NoVars then + begin + startpos := endpos + 1; + endpos := endpos + 6; + if endpos > NoVars then endpos := NoVars; + Continue; + end; + end; + + AReport.Add(''); + AReport.Add(DIVIDER); + AReport.Add(''); + + ProbMat := nil; + tMatrix := nil; + NMatrix := nil; +end; + +procedure TRMatFrm.UpdateBtnStates; +begin + InBtn.Enabled := AnySelected(VarList); + OutBtn.Enabled := AnySelected(SelList); + AllBtn.Enabled := Varlist.Count > 0; end; initialization diff --git a/applications/lazstats/source/forms/mainunit.pas b/applications/lazstats/source/forms/mainunit.pas index 33d958d9d..bede2a657 100644 --- a/applications/lazstats/source/forms/mainunit.pas +++ b/applications/lazstats/source/forms/mainunit.pas @@ -527,6 +527,7 @@ begin CUMSUMFrm.ShowModal; end; +// Menu "Correlation" > "Product-Moment" procedure TOS3MainFrm.MenuItem71Click(Sender: TObject); begin if RMatFrm = nil then diff --git a/applications/lazstats/source/units/dataprocs.pas b/applications/lazstats/source/units/dataprocs.pas index 7ce009bd0..761d6d213 100644 --- a/applications/lazstats/source/units/dataprocs.pas +++ b/applications/lazstats/source/units/dataprocs.pas @@ -53,7 +53,7 @@ procedure ClearGrid; procedure CopyIt; procedure PasteIt; procedure RowColSwap; -procedure MatToGrid(VAR mat : DblDyneMat; nsize : integer); +procedure MatToGrid(const mat: DblDyneMat; nsize: integer); procedure GetTypes; function StringsToInt(strcol : integer; VAR newcol : integer; prompt : boolean) : boolean; @@ -465,7 +465,7 @@ var col, i, j : integer; buf : pchar; size : integer; - strarray : array[0..100000] of char; + strarray : array[0..100000] of char; // wp: Wow! What's this? begin col := OS3MainFrm.DataGrid.Col; @@ -483,7 +483,7 @@ begin // NoVariables := NoVariables + 1; OS3MainFrm.NoVarsEdit.Text := IntToStr(NoVariables); end; - buf := strarray; + buf := strarray; // wp: Is this needed? size := 100000; ClipBoard.GetTextBuf(buf,size); OS3MainFrm.DataGrid.Cols[col].SetText(buf); @@ -535,7 +535,7 @@ procedure PasteaRow; var row, i, j : integer; buf : pchar; - strarray : array[0..100000] of char; + strarray : array[0..100000] of char; // wp: Like above size : integer; begin @@ -549,7 +549,7 @@ begin OS3MainFrm.DataGrid.Cells[j,i+1] := OS3MainFrm.DataGrid.Cells[j,i]; end; OS3MainFrm.DataGrid.Row := row; - buf := strarray; + buf := strarray; // wp: is this needed? size := 100000; ClipBoard.GetTextBuf(buf,size); OS3MainFrm.DataGrid.Rows[row].SetText(buf); @@ -1530,48 +1530,48 @@ begin tempgrid := nil; end; -procedure MatToGrid(VAR mat : DblDyneMat; nsize : integer); +procedure MatToGrid(const mat: DblDyneMat; nsize: integer); VAR i, j : integer; Begin Assert(OS3MainFrm <> nil); Assert(DictionaryFrm <> nil); - // clear grid - ClearGrid; + // clear grid + ClearGrid; - // clear dictionary - DictionaryFrm.DictGrid.ColCount := 8; - DictionaryFrm.DictGrid.RowCount := 1; - OS3MainFrm.FileNameEdit.Text := ''; + // clear dictionary + DictionaryFrm.DictGrid.ColCount := 8; + DictionaryFrm.DictGrid.RowCount := 1; + OS3MainFrm.FileNameEdit.Text := ''; - // create new variables = NoCases - NoVariables := 0; - for i := 1 to nsize do - begin - OS3MainFrm.DataGrid.ColCount := i; - DictionaryFrm.NewVar(i); - NoVariables := i; - end; - // store matrix into the grid rows - OS3MainFrm.DataGrid.RowCount := nsize + 1; - for i := 0 to nsize-1 do - begin - for j := 0 to nsize-1 do - begin + // create new variables = NoCases + NoVariables := 0; + for i := 1 to nsize do + begin + OS3MainFrm.DataGrid.ColCount := i; + DictionaryFrm.NewVar(i); + NoVariables := i; + end; + + // store matrix into the grid rows + OS3MainFrm.DataGrid.RowCount := nsize + 1; + for i := 0 to nsize-1 do + begin + for j := 0 to nsize-1 do OS3MainFrm.DataGrid.Cells[i+1,j+1] := FloatToStr(mat[i,j]); - end; - end; - for i := 1 to nsize do - begin - OS3MainFrm.DataGrid.Cells[0,i] := 'VAR ' + IntToStr(i); - OS3MainFrm.DataGrid.Cells[i,0] := 'VAR ' + IntToStr(i); - end; - // finish up - NoCases := nsize; - OS3MainFrm.FileNameEdit.Text := 'MATtemp.LAZ'; - OS3MainFrm.NoCasesEdit.Text := IntToStr(nsize); - OS3MainFrm.NoVarsEdit.Text := IntToStr(nsize); + end; + for i := 1 to nsize do + begin + OS3MainFrm.DataGrid.Cells[0,i] := 'VAR ' + IntToStr(i); + OS3MainFrm.DataGrid.Cells[i,0] := 'VAR ' + IntToStr(i); + end; + + // finish up + NoCases := nsize; + OS3MainFrm.FileNameEdit.Text := 'MATtemp.laz'; + OS3MainFrm.NoCasesEdit.Text := IntToStr(nsize); + OS3MainFrm.NoVarsEdit.Text := IntToStr(nsize); end; procedure GetTypes;

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