LazStats: Refactor CompRelUnit. Add help text.

git-svn-id: https://svn.code.sf.net/p/lazarus-ccr/svn@7389 8e941d3f-bd1b-0410-a28a-d453659cc2b4
This commit is contained in:
wp_xxyyzz
2020-04-18 20:50:34 +00:00
parent c0fccdfa28
commit fe372ec99d
3 changed files with 217 additions and 202 deletions

View File

@ -108,91 +108,74 @@ object CompRelFrm: TCompRelFrm
end
end
object ResetBtn: TButton
AnchorSideRight.Control = CancelBtn
AnchorSideRight.Control = ComputeBtn
AnchorSideBottom.Control = Owner
AnchorSideBottom.Side = asrBottom
Left = 286
Left = 374
Height = 25
Top = 328
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 = 9
end
object CancelBtn: TButton
AnchorSideRight.Control = ComputeBtn
AnchorSideBottom.Control = Owner
AnchorSideBottom.Side = asrBottom
Left = 352
Height = 25
Top = 328
Width = 62
Anchors = [akRight, akBottom]
AutoSize = True
BorderSpacing.Left = 12
BorderSpacing.Top = 8
BorderSpacing.Right = 12
BorderSpacing.Bottom = 8
Caption = 'Cancel'
ModalResult = 2
TabOrder = 10
end
object ComputeBtn: TButton
AnchorSideRight.Control = ReturnBtn
AnchorSideRight.Control = CloseBtn
AnchorSideBottom.Control = Owner
AnchorSideBottom.Side = asrBottom
Left = 426
Left = 436
Height = 25
Top = 328
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 = 11
TabOrder = 10
end
object ReturnBtn: TButton
object CloseBtn: TButton
AnchorSideRight.Control = Owner
AnchorSideRight.Side = asrBottom
AnchorSideBottom.Control = Owner
AnchorSideBottom.Side = asrBottom
Left = 514
Left = 520
Height = 25
Top = 328
Width = 61
Width = 55
Anchors = [akRight, akBottom]
AutoSize = True
BorderSpacing.Left = 8
BorderSpacing.Top = 8
BorderSpacing.Right = 8
BorderSpacing.Bottom = 8
Caption = 'Return'
ModalResult = 1
TabOrder = 12
Caption = 'Close'
ModalResult = 11
TabOrder = 11
end
object HelpBtn: TButton
Tag = 114
AnchorSideRight.Control = ResetBtn
AnchorSideBottom.Control = Owner
AnchorSideBottom.Side = asrBottom
Left = 223
Left = 315
Height = 25
Top = 328
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
@ -202,7 +185,7 @@ object CompRelFrm: TCompRelFrm
AnchorSideLeft.Control = Owner
AnchorSideRight.Control = Owner
AnchorSideRight.Side = asrBottom
AnchorSideBottom.Control = ReturnBtn
AnchorSideBottom.Control = CloseBtn
Left = 0
Height = 8
Top = 312
@ -251,6 +234,7 @@ object CompRelFrm: TCompRelFrm
Constraints.MinHeight = 200
ItemHeight = 0
MultiSelect = True
OnSelectionChange = ItemListSelectionChange
TabOrder = 0
end
object InBtn: TBitBtn
@ -313,6 +297,8 @@ object CompRelFrm: TCompRelFrm
BorderSpacing.Top = 2
BorderSpacing.Bottom = 8
ItemHeight = 0
MultiSelect = True
OnSelectionChange = ItemListSelectionChange
TabOrder = 4
end
object Bevel2: TBevel

View File

@ -1,3 +1,5 @@
// File for testing: CompRelData.laz, use all variables
unit CompRelUnit;
{$mode objfpc}{$H+}
@ -22,9 +24,8 @@ type
OutBtn: TBitBtn;
AllBtn: TBitBtn;
ResetBtn: TButton;
CancelBtn: TButton;
ComputeBtn: TButton;
ReturnBtn: TButton;
CloseBtn: TButton;
RMatChk: TCheckBox;
GridScrChk: TCheckBox;
GroupBox1: TGroupBox;
@ -44,6 +45,7 @@ type
procedure FormShow(Sender: TObject);
procedure HelpBtnClick(Sender: TObject);
procedure InBtnClick(Sender: TObject);
procedure ItemListSelectionChange(Sender: TObject; User: boolean);
procedure OutBtnClick(Sender: TObject);
procedure RelListClick(Sender: TObject);
procedure ResetBtnClick(Sender: TObject);
@ -51,6 +53,7 @@ type
private
{ private declarations }
FAutoSized: Boolean;
procedure UpdateBtnStates;
public
{ public declarations }
end;
@ -61,30 +64,31 @@ var
implementation
uses
Math;
Math, Utils;
{ TCompRelFrm }
procedure TCompRelFrm.ResetBtnClick(Sender: TObject);
VAR i : integer;
var
i: integer;
begin
VarList.Clear;
ItemList.Clear;
RelList.Clear;
WeightList.Clear;
OutBtn.Enabled := false;
InBtn.Enabled := true;
for i := 1 to NoVariables do
VarList.Items.Add(OS3MainFrm.DataGrid.Cells[i,0]);
VarList.Clear;
ItemList.Clear;
RelList.Clear;
WeightList.Clear;
for i := 1 to NoVariables do
VarList.Items.Add(OS3MainFrm.DataGrid.Cells[i,0]);
UpdateBtnStates;
end;
procedure TCompRelFrm.WeightListClick(Sender: TObject);
var
response : string;
index : integer;
response: string;
index: integer;
begin
response := InputBox('Test Weight','Test weight = ','1.0');
index := WeightList.ItemIndex;
WeightList.Items.Strings[index] := response;
response := InputBox('Test Weight', 'Test weight:', '1.0');
index := WeightList.ItemIndex;
WeightList.Items.Strings[index] := response;
end;
procedure TCompRelFrm.FormActivate(Sender: TObject);
@ -94,12 +98,11 @@ 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;
w := Max(Label1.Width, Label3.Width);
VarList.Constraints.MinWidth := w;
@ -145,36 +148,39 @@ end;
procedure TCompRelFrm.AllBtnClick(Sender: TObject);
var
i, count : integer;
cellstring : string;
i, count : integer;
cellstring : string;
begin
count := VarList.Items.Count;
for i := 1 to count do
begin
ItemList.Items.Add(VarList.Items.Strings[i-1]);
cellstring := '1.0';
RelList.Items.Add(cellstring);
WeightList.Items.Add(cellstring);
end;
VarList.Clear;
InBtn.Enabled := false;
OutBtn.Enabled := true;
cellstring := '1.0';
for i := 1 to VarList.Items.Count do
begin
ItemList.Items.Add(VarList.Items[i-1]);
RelList.Items.Add(cellstring);
WeightList.Items.Add(cellstring);
end;
VarList.Clear;
InBtn.Enabled := false;
OutBtn.Enabled := true;
end;
procedure TCompRelFrm.ComputeBtnClick(Sender: TObject);
var
i, j, NoVars, count, col : integer;
Rmat, RelMat : DblDyneMat;
Weights, Reliabilities, VectProd, means, variances, stddevs : DblDyneVec;
CompRel, numerator, denominator, compscore : double;
colnoselected : IntDyneVec;
outline, cellstring : string;
title : string;
RowLabels : StrDyneVec;
errorcode : boolean = false;
errorcode: boolean = false;
i, j, NoVars, count, col: integer;
Rmat, RelMat: DblDyneMat;
Weights, Reliabilities, VectProd, means, variances, stddevs: DblDyneVec;
CompRel, numerator, denominator, compscore: double;
colnoselected: IntDyneVec;
outline, cellstring: string;
title: string;
RowLabels: StrDyneVec;
lReport: TStrings;
begin
if OutputFrm = nil then
Application.CreateForm(TOutputFrm, OutputFrm);
if ItemList.Count = 0 then
begin
MessageDlg('No items selected.', mtError, [mbOK], 0);
exit;
end;
SetLength(colnoselected,NoVariables);
SetLength(Rmat,NoVariables+1,NoVariables+1);
@ -187,7 +193,6 @@ begin
SetLength(stddevs,NoVariables);
SetLength(RowLabels,NoVariables);
OutputFrm.RichEdit.Clear;
// get variable col. no.s selected
NoVars := ItemList.Items.Count;
for i := 1 to NoVars do
@ -195,149 +200,173 @@ begin
cellstring := ItemList.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;
end;
if (cellstring = OS3MainFrm.DataGrid.Cells[j,0]) then
begin
colnoselected[i-1] := j;
RowLabels[i-1] := cellstring;
end;
end;
end;
count := NoCases;
OutputFrm.RichEdit.Lines.Add('Composite Test Reliability');
OutputFrm.RichEdit.Lines.Add('');
outline := 'File Analyzed: ' + OS3MainFrm.FileNameEdit.Text;
OutputFrm.RichEdit.Lines.Add(outline);
OutputFrm.RichEdit.Lines.Add('');
// get correlation matrix
Correlations(NoVars,colnoselected,Rmat,means,variances,stddevs,errorcode,count);
if (errorcode) then
ShowMessage('ERROR! Zero variance found for a variable.');
if RmatChk.Checked then
begin
title := 'Correlations Among Tests';
MAT_PRINT(Rmat,NoVars,NoVars,title,RowLabels,RowLabels,count);
title := 'Means';
DynVectorPrint(means,NoVars,title,RowLabels,count);
title := 'Variances';
DynVectorPrint(variances,NoVars,title,RowLabels,count);
title := 'Standard Deviations';
DynVectorPrint(stddevs,NoVars,title,RowLabels,count);
end;
for i := 1 to NoVars do
for j := 1 to NoVars do
lReport := TStringList.Create;
try
lReport.Add('COMPOSITE TEST RELIABILITY');
lReport.Add('');
lReport.Add('File Analyzed: ' + OS3MainFrm.FileNameEdit.Text);
lReport.Add('');
// get correlation matrix
Correlations(NoVars, colnoselected, Rmat, means, variances, stddevs, errorcode, count);
if errorcode then
MessageDlg('Zero variance found for a variable.', mtError, [mbOK], 0);
if RmatChk.Checked then
begin
title := 'Correlations Among Tests';
MatPrint(Rmat, NoVars, NoVars, title, RowLabels, RowLabels, count, lReport);
title := 'Means';
DynVectorPrint(means, NoVars, title, RowLabels, count, lReport);
title := 'Variances';
DynVectorPrint(variances, NoVars, title, RowLabels, count, lReport);
title := 'Standard Deviations';
DynVectorPrint(stddevs, NoVars, title, RowLabels, count, lReport);
end;
for i := 1 to NoVars do
for j := 1 to NoVars do
RelMat[i-1,j-1] := Rmat[i-1,j-1];
for i := 1 to NoVars do
begin
Reliabilities[i-1] := StrToFloat(RelList.Items.Strings[i-1]);
RelMat[i-1,i-1] := Reliabilities[i-1];
Weights[i-1] := StrToFloat(WeightList.Items.Strings[i-1]);
end;
// get numerator and denominator of composite reliability
for i := 1 to NoVars do VectProd[i-1] := 0.0;
numerator := 0.0;
denominator := 0.0;
for i := 1 to NoVars do
for j := 1 to NoVars do
for i := 1 to NoVars do
begin
Reliabilities[i-1] := StrToFloat(RelList.Items.Strings[i-1]);
RelMat[i-1,i-1] := Reliabilities[i-1];
Weights[i-1] := StrToFloat(WeightList.Items.Strings[i-1]);
end;
// get numerator and denominator of composite reliability
for i := 1 to NoVars do VectProd[i-1] := 0.0;
numerator := 0.0;
denominator := 0.0;
for i := 1 to NoVars do
for j := 1 to NoVars do
VectProd[i-1] := VectProd[i-1] + (Weights[i-1] * RelMat[j-1,i-1]);
for i := 1 to NoVars do numerator := numerator + (VectProd[i-1] * Weights[i-1]);
for i := 1 to NoVars do
numerator := numerator + (VectProd[i-1] * Weights[i-1]);
for i := 1 to NoVars do VectProd[i-1] := 0.0;
for i := 1 to NoVars do
for j := 1 to NoVars do
for i := 1 to NoVars do
VectProd[i-1] := 0.0;
for i := 1 to NoVars do
for j := 1 to NoVars do
VectProd[i-1] := VectProd[i-1] + (Weights[i-1] * Rmat[j-1,i-1]);
for i := 1 to NoVars do denominator := denominator +
(VectProd[i-1] * Weights[i-1]);
CompRel := numerator / denominator;
OutputFrm.RichEdit.Lines.Add('');
title := 'Test Weights';
DynVectorPrint(Weights,NoVars,title,RowLabels,count);
title := 'Test Reliabilities';
DynVectorPrint(Reliabilities,NoVars,title,RowLabels,count);
outline := format('Composite reliability = %6.3f',[CompRel]);
OutputFrm.RichEdit.Lines.Add(outline);
OutputFrm.ShowModal;
if GridScrChk.Checked then
begin
cellstring := 'Composite';
col := NoVariables + 1;
DictionaryFrm.NewVar(col);
DictionaryFrm.DictGrid.Cells[1,col] := cellstring;
col := NoVariables;
OS3MainFrm.DataGrid.Cells[col,0] := cellstring;
col := NoVariables;
for i := 1 to NoCases do
begin
compscore := 0.0;
if not GoodRecord(i,NoVars,ColNoSelected) then continue;
for j := 1 to NoVars do
begin
compscore := compscore + (Weights[j-1] *
StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[colnoselected[j-1],i])));
end;
OS3MainFrm.DataGrid.Cells[col,i] := FloatToStr(compscore);
end;
end;
for i := 1 to NoVars do
denominator := denominator + VectProd[i-1] * Weights[i-1];
CompRel := numerator / denominator;
RowLabels := nil;
stddevs := nil;
variances := nil;
means := nil;
VectProd := nil;
Reliabilities := nil;
Weights := nil;
RelMat := nil;
Rmat := nil;
colnoselected := nil;
title := 'Test Weights';
DynVectorPrint(Weights, NoVars, title, RowLabels, count, lReport);
title := 'Test Reliabilities';
DynVectorPrint(Reliabilities, NoVars, title, RowLabels, count, lReport);
lReport.Add('Composite reliability: %6.3f', [CompRel]);
DisplayReport(lReport);
if GridScrChk.Checked then
begin
cellstring := 'Composite';
col := NoVariables + 1;
DictionaryFrm.NewVar(col);
DictionaryFrm.DictGrid.Cells[1,col] := cellstring;
col := NoVariables;
OS3MainFrm.DataGrid.Cells[col,0] := cellstring;
col := NoVariables;
for i := 1 to NoCases do
begin
compscore := 0.0;
if not GoodRecord(i, NoVars, ColNoSelected) then continue;
for j := 1 to NoVars do
compscore := compscore + (Weights[j-1] * StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[colnoselected[j-1],i])));
OS3MainFrm.DataGrid.Cells[col,i] := FloatToStr(compscore);
end;
end;
finally
lReport.Free;
RowLabels := nil;
stddevs := nil;
variances := nil;
means := nil;
VectProd := nil;
Reliabilities := nil;
Weights := nil;
RelMat := nil;
Rmat := nil;
colnoselected := nil;
end;
end;
procedure TCompRelFrm.InBtnClick(Sender: TObject);
var
index, i : integer;
cellstring : string;
i: integer;
cellstring: string;
begin
index := VarList.Items.Count;
i := 0;
while i < index do
begin
if (VarList.Selected[i]) then
begin
ItemList.Items.Add(VarList.Items.Strings[i]);
cellstring := '1.0';
RelList.Items.Add(cellstring);
WeightList.Items.Add(cellstring);
VarList.Items.Delete(i);
index := index - 1;
i := 0;
end
else i := i + 1;
end;
OutBtn.Enabled := true;
cellstring := '1.0';
while i < VarList.Items.Count do
begin
if VarList.Selected[i] then
begin
ItemList.Items.Add(VarList.Items[i]);
RelList.Items.Add(cellstring);
WeightList.Items.Add(cellstring);
VarList.Items.Delete(i);
i := 0;
end
else
inc(i);
end;
UpdateBtnStates;
end;
procedure TCompRelFrm.ItemListSelectionChange(Sender: TObject; User: boolean);
begin
UpdateBtnStates;
end;
procedure TCompRelFrm.OutBtnClick(Sender: TObject);
VAR index : integer;
var
i: Integer;
begin
index := ItemList.ItemIndex;
if index < 0 then
begin
OutBtn.Enabled := false;
exit;
end;
VarList.Items.Add(ItemList.Items.Strings[index]);
ItemList.Items.Delete(index);
RelList.Items.Delete(index);
WeightList.Items.Delete(index);
while i < ItemList.Items.Count do
begin
if ItemList.Selected[i] then
begin
VarList.Items.Add(ItemList.Items[i]);
ItemList.Items.Delete(i);
RelList.Items.Delete(i);
WeightList.Items.Delete(i);
i := 0;
end else
inc(i);
end;
UpdateBtnStates;
end;
procedure TCompRelFrm.RelListClick(Sender: TObject);
var
response : string;
index : integer;
response: string;
index: integer;
begin
response := InputBox('Reliability','Reliability estimate = ','1.0');
index := RelList.ItemIndex;
RelList.Items.Strings[index] := response;
response := InputBox('Reliability', 'Reliability estimate: ', '1.0');
index := RelList.ItemIndex;
RelList.Items[index] := response;
end;
procedure TCompRelFrm.UpdateBtnStates;
begin
InBtn.Enabled := AnySelected(VarList);
OutBtn.Enabled := AnySelected(ItemList);
AllBtn.Enabled := VarList.Items.Count > 0;
end;
initialization