You've already forked lazarus-ccr
LazStats: Inherit MannWhitUUnit from TBasicStatsReportForm
git-svn-id: https://svn.code.sf.net/p/lazarus-ccr/svn@7812 8e941d3f-bd1b-0410-a28a-d453659cc2b4
This commit is contained in:
@ -721,7 +721,7 @@
|
|||||||
<Unit77>
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<Unit77>
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||||||
<Filename Value="forms\analysis\nonparametric\mannwhituunit.pas"/>
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<Filename Value="forms\analysis\nonparametric\mannwhituunit.pas"/>
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||||||
<IsPartOfProject Value="True"/>
|
<IsPartOfProject Value="True"/>
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||||||
<ComponentName Value="MannWhitUFrm"/>
|
<ComponentName Value="MannWhitUForm"/>
|
||||||
<HasResources Value="True"/>
|
<HasResources Value="True"/>
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||||||
<ResourceBaseClass Value="Form"/>
|
<ResourceBaseClass Value="Form"/>
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||||||
<UnitName Value="MannWhitUUnit"/>
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<UnitName Value="MannWhitUUnit"/>
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@ -1,249 +1,186 @@
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object MannWhitUFrm: TMannWhitUFrm
|
inherited MannWhitUForm: TMannWhitUForm
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||||||
Left = 540
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Left = 540
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|
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|
||||||
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|
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||||||
HelpType = htKeyword
|
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|
||||||
HelpKeyword = 'html/Mann-WhitneyUTest.htm'
|
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|
||||||
AutoSize = True
|
|
||||||
Caption = 'Mann-Whitney U Test'
|
Caption = 'Mann-Whitney U Test'
|
||||||
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|
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|
||||||
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|
ClientWidth = 654
|
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|
inherited ParamsPanel: TPanel
|
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OnCreate = FormCreate
|
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|
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|
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|
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|
inherited CloseBtn: TButton
|
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LCLVersion = '2.1.0.0'
|
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|
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|
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|
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|
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|
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||||||
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|
end
|
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|
inherited ResetBtn: TButton
|
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Top = 8
|
Top = 359
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|
end
|
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BorderSpacing.Left = 8
|
inherited HelpBtn: TButton
|
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BorderSpacing.Top = 8
|
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|
||||||
Caption = 'Variables Available'
|
end
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
ParentColor = False
|
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|
end
|
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|
object VarList: TListBox[8]
|
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|
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|
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|
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|
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|
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|
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|
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|
AnchorSideBottom.Control = ButtonBevel
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
object DepOut: TBitBtn[12]
|
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|
AnchorSideLeft.Control = ParamsPanel
|
||||||
|
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|
||||||
|
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|
||||||
|
AnchorSideTop.Side = asrBottom
|
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|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
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|
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|
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|
Images = MainDataModule.ImageList
|
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|
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|
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|
OnClick = DepOutClick
|
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|
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|
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|
TabOrder = 8
|
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|
end
|
||||||
|
object GrpEdit: TEdit[13]
|
||||||
|
AnchorSideLeft.Control = GrpIn
|
||||||
|
AnchorSideLeft.Side = asrBottom
|
||||||
|
AnchorSideRight.Control = ParamsPanel
|
||||||
|
AnchorSideRight.Side = asrBottom
|
||||||
|
AnchorSideBottom.Control = GrpOut
|
||||||
|
AnchorSideBottom.Side = asrBottom
|
||||||
|
Left = 164
|
||||||
|
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|
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|
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|
||||||
|
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|
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|
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|
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|
BorderSpacing.Left = 6
|
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|
BorderSpacing.Bottom = 12
|
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|
ReadOnly = True
|
||||||
|
TabOrder = 9
|
||||||
|
Text = 'GrpEdit'
|
||||||
|
end
|
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|
object DepEdit: TEdit[14]
|
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|
AnchorSideLeft.Control = DepIn
|
||||||
|
AnchorSideLeft.Side = asrBottom
|
||||||
|
AnchorSideTop.Side = asrBottom
|
||||||
|
AnchorSideRight.Control = ParamsPanel
|
||||||
|
AnchorSideRight.Side = asrBottom
|
||||||
|
AnchorSideBottom.Control = DepOut
|
||||||
|
AnchorSideBottom.Side = asrBottom
|
||||||
|
Left = 164
|
||||||
|
Height = 23
|
||||||
|
Top = 126
|
||||||
|
Width = 127
|
||||||
|
Anchors = [akLeft, akRight, akBottom]
|
||||||
|
BorderSpacing.Left = 6
|
||||||
|
BorderSpacing.Bottom = 12
|
||||||
|
ReadOnly = True
|
||||||
|
TabOrder = 10
|
||||||
|
Text = 'DepEdit'
|
||||||
|
end
|
||||||
end
|
end
|
||||||
object Label2: TLabel
|
inherited ParamsSplitter: TSplitter
|
||||||
AnchorSideLeft.Control = GrpEdit
|
Height = 400
|
||||||
AnchorSideBottom.Control = GrpEdit
|
|
||||||
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|
|
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Height = 15
|
|
||||||
Top = 33
|
|
||||||
Width = 77
|
|
||||||
Anchors = [akLeft, akBottom]
|
|
||||||
BorderSpacing.Right = 8
|
|
||||||
BorderSpacing.Bottom = 2
|
|
||||||
Caption = 'Group Variable'
|
|
||||||
ParentColor = False
|
|
||||||
end
|
|
||||||
object Label3: TLabel
|
|
||||||
AnchorSideLeft.Control = DepEdit
|
|
||||||
AnchorSideBottom.Control = DepEdit
|
|
||||||
Left = 245
|
|
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Height = 15
|
|
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Top = 125
|
|
||||||
Width = 102
|
|
||||||
Anchors = [akLeft, akBottom]
|
|
||||||
BorderSpacing.Right = 8
|
|
||||||
BorderSpacing.Bottom = 2
|
|
||||||
Caption = 'Dependent Variable'
|
|
||||||
ParentColor = False
|
|
||||||
end
|
|
||||||
object VarList: TListBox
|
|
||||||
AnchorSideLeft.Control = Owner
|
|
||||||
AnchorSideTop.Control = Label1
|
|
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AnchorSideTop.Side = asrBottom
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|
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|
|
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AnchorSideBottom.Control = Bevel2
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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BorderSpacing.Left = 8
|
|
||||||
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|
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|
|
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|
|
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|
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|
|
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object GrpIn: TBitBtn
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|
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|
||||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
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|
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|
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|
|
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end
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|
||||||
object GrpEdit: TEdit
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|
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|
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|
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|
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|
|
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|
|
||||||
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|
|
||||||
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|
|
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|
|
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|
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|
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|
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|
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|
|
||||||
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|
|
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|
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|
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Text = 'GrpEdit'
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|
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|
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|
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|
||||||
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|
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|
|
||||||
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|
|
||||||
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|
|
||||||
AnchorSideBottom.Control = DepOut
|
|
||||||
AnchorSideBottom.Side = asrBottom
|
|
||||||
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|
|
||||||
Height = 23
|
|
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|
|
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|
|
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
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|
|
||||||
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|
|
||||||
Text = 'Edit1'
|
|
||||||
end
|
|
||||||
object ResetBtn: TButton
|
|
||||||
AnchorSideRight.Control = ComputeBtn
|
|
||||||
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|
|
||||||
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|
|
||||||
Left = 164
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
end
|
|
||||||
object ComputeBtn: TButton
|
|
||||||
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|
|
||||||
AnchorSideBottom.Control = Owner
|
|
||||||
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|
|
||||||
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|
|
||||||
Height = 25
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
OnClick = ComputeBtnClick
|
|
||||||
TabOrder = 8
|
|
||||||
end
|
|
||||||
object CloseBtn: TButton
|
|
||||||
AnchorSideRight.Control = Owner
|
|
||||||
AnchorSideRight.Side = asrBottom
|
|
||||||
AnchorSideBottom.Control = Owner
|
|
||||||
AnchorSideBottom.Side = asrBottom
|
|
||||||
Left = 310
|
|
||||||
Height = 25
|
|
||||||
Top = 288
|
|
||||||
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|
|
||||||
Anchors = [akRight, akBottom]
|
|
||||||
AutoSize = True
|
|
||||||
BorderSpacing.Top = 8
|
|
||||||
BorderSpacing.Right = 8
|
|
||||||
BorderSpacing.Bottom = 8
|
|
||||||
Caption = 'Close'
|
|
||||||
ModalResult = 11
|
|
||||||
TabOrder = 9
|
|
||||||
end
|
|
||||||
object Bevel2: TBevel
|
|
||||||
AnchorSideLeft.Control = Owner
|
|
||||||
AnchorSideRight.Control = Owner
|
|
||||||
AnchorSideRight.Side = asrBottom
|
|
||||||
AnchorSideBottom.Control = CloseBtn
|
|
||||||
Left = 0
|
|
||||||
Height = 8
|
|
||||||
Top = 272
|
|
||||||
Width = 373
|
|
||||||
Anchors = [akLeft, akRight, akBottom]
|
|
||||||
Shape = bsBottomLine
|
|
||||||
end
|
|
||||||
object Bevel3: TBevel
|
|
||||||
AnchorSideLeft.Control = Owner
|
|
||||||
AnchorSideLeft.Side = asrCenter
|
|
||||||
Left = 163
|
|
||||||
Height = 11
|
|
||||||
Top = 7
|
|
||||||
Width = 46
|
|
||||||
Shape = bsSpacer
|
|
||||||
end
|
end
|
||||||
end
|
end
|
||||||
|
@ -7,324 +7,291 @@ unit MannWhitUUnit;
|
|||||||
interface
|
interface
|
||||||
|
|
||||||
uses
|
uses
|
||||||
Classes, SysUtils, FileUtil, LResources, Forms, Controls, Graphics, Dialogs,
|
Classes, SysUtils, FileUtil, Forms, Controls, Graphics, Dialogs,
|
||||||
StdCtrls, Buttons, ExtCtrls,
|
StdCtrls, Buttons, ExtCtrls,
|
||||||
MainUnit, OutputUnit, FunctionslIB, Globals, DataProcs;
|
MainUnit, FunctionslIB, Globals, DataProcs, BasicStatsReportFormUnit;
|
||||||
|
|
||||||
type
|
type
|
||||||
|
|
||||||
{ TMannWhitUFrm }
|
{ TMannWhitUForm }
|
||||||
|
|
||||||
TMannWhitUFrm = class(TForm)
|
TMannWhitUForm = class(TBasicStatsReportForm)
|
||||||
Bevel2: TBevel;
|
|
||||||
Bevel3: TBevel;
|
Bevel3: TBevel;
|
||||||
GrpIn: TBitBtn;
|
GrpIn: TBitBtn;
|
||||||
GrpOut: TBitBtn;
|
GrpOut: TBitBtn;
|
||||||
DepIn: TBitBtn;
|
DepIn: TBitBtn;
|
||||||
DepOut: TBitBtn;
|
DepOut: TBitBtn;
|
||||||
ResetBtn: TButton;
|
|
||||||
ComputeBtn: TButton;
|
|
||||||
CloseBtn: TButton;
|
|
||||||
GrpEdit: TEdit;
|
GrpEdit: TEdit;
|
||||||
DepEdit: TEdit;
|
DepEdit: TEdit;
|
||||||
Label1: TLabel;
|
Label1: TLabel;
|
||||||
Label2: TLabel;
|
Label2: TLabel;
|
||||||
Label3: TLabel;
|
Label3: TLabel;
|
||||||
VarList: TListBox;
|
VarList: TListBox;
|
||||||
procedure ComputeBtnClick(Sender: TObject);
|
|
||||||
procedure DepInClick(Sender: TObject);
|
procedure DepInClick(Sender: TObject);
|
||||||
procedure DepOutClick(Sender: TObject);
|
procedure DepOutClick(Sender: TObject);
|
||||||
procedure FormActivate(Sender: TObject);
|
|
||||||
procedure FormCreate(Sender: TObject);
|
|
||||||
procedure FormShow(Sender: TObject);
|
|
||||||
procedure GrpInClick(Sender: TObject);
|
procedure GrpInClick(Sender: TObject);
|
||||||
procedure GrpOutClick(Sender: TObject);
|
procedure GrpOutClick(Sender: TObject);
|
||||||
procedure ResetBtnClick(Sender: TObject);
|
procedure VarListDblClick(Sender: TObject);
|
||||||
procedure VarListSelectionChange(Sender: TObject; User: boolean);
|
procedure VarListSelectionChange(Sender: TObject; User: boolean);
|
||||||
private
|
private
|
||||||
{ private declarations }
|
|
||||||
FAutoSized: Boolean;
|
protected
|
||||||
procedure UpdateBtnStates;
|
procedure AdjustConstraints; override;
|
||||||
|
procedure Compute; override;
|
||||||
|
procedure UpdateBtnStates; override;
|
||||||
|
|
||||||
public
|
public
|
||||||
{ public declarations }
|
procedure Reset; override;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
var
|
var
|
||||||
MannWhitUFrm: TMannWhitUFrm;
|
MannWhitUForm: TMannWhitUForm;
|
||||||
|
|
||||||
implementation
|
implementation
|
||||||
|
|
||||||
|
{$R *.lfm}
|
||||||
|
|
||||||
uses
|
uses
|
||||||
Math;
|
Math,
|
||||||
|
Utils;
|
||||||
|
|
||||||
{ TMannWhitUFrm }
|
{ TMannWhitUForm }
|
||||||
|
|
||||||
procedure TMannWhitUFrm.ResetBtnClick(Sender: TObject);
|
procedure TMannWhitUForm.AdjustConstraints;
|
||||||
var
|
|
||||||
i: integer;
|
|
||||||
begin
|
begin
|
||||||
GrpEdit.Text := '';
|
inherited;
|
||||||
DepEdit.Text := '';
|
|
||||||
VarList.Items.Clear;
|
ParamsPanel.Constraints.MinWidth := 4*CloseBtn.Width + 3*CloseBtn.BorderSpacing.Left;
|
||||||
for i := 1 to NoVariables do
|
ParamsPanel.Constraints.MinHeight := DepOut.Top + DepOut.Height +
|
||||||
VarList.Items.Add(OS3MainFrm.DataGrid.Cells[i,0]);
|
ButtonBevel.Height + CloseBtn.BorderSpacing.Top + CloseBtn.Height;
|
||||||
UpdateBtnStates;
|
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.FormActivate(Sender: TObject);
|
|
||||||
|
procedure TMannWhitUForm.Compute;
|
||||||
var
|
var
|
||||||
w: Integer;
|
ColNoSelected: IntDyneVec = nil;
|
||||||
|
group_count: IntdyneVec = nil;
|
||||||
|
Ranks: DblDyneMat = nil;
|
||||||
|
X: DblDyneMat = nil;
|
||||||
|
RankSums: DblDyneVec = nil;
|
||||||
|
i, j, ind_var, dep_var, min_grp, max_grp, group, total_n : integer;
|
||||||
|
NoTies, NoTieGroups, n1, n2, nogroups, largestn : integer;
|
||||||
|
NoSelected : integer;
|
||||||
|
TieSum, score, t, SumT, Avg, z, prob, U, U2, SD, Temp : double;
|
||||||
|
cellstring, outline : string;
|
||||||
|
lReport: TStrings;
|
||||||
|
|
||||||
begin
|
begin
|
||||||
if FAutoSized then
|
total_n := 0;
|
||||||
|
NoTieGroups := 0;
|
||||||
|
NoSelected := 2;
|
||||||
|
SumT := 0.0;
|
||||||
|
|
||||||
|
// Check for data
|
||||||
|
if (NoVariables < 1) then
|
||||||
|
begin
|
||||||
|
ErrorMsg('You must have grid data!');
|
||||||
exit;
|
exit;
|
||||||
w := MaxValue([ResetBtn.Width, ComputeBtn.Width, CloseBtn.Width]);
|
end;
|
||||||
ResetBtn.Constraints.MinWidth := w;
|
|
||||||
ComputeBtn.Constraints.MinWidth := w;
|
|
||||||
CloseBtn.Constraints.MinWidth := w;
|
|
||||||
|
|
||||||
Constraints.MinWidth := (Label3.Width + GrpIn.Width + 2 * VarList.BorderSpacing.Left + Bevel3.Width div 2) * 2;
|
// allocate space
|
||||||
Constraints.MinHeight := Height;
|
SetLength(ColNoSelected, NoVariables);
|
||||||
|
|
||||||
FAutoSized := true;
|
// Get column numbers of the independent and dependent variables
|
||||||
end;
|
ind_var := 0;
|
||||||
|
dep_var := 0;
|
||||||
|
for i := 1 to NoVariables do
|
||||||
|
begin
|
||||||
|
cellstring := GrpEdit.Text;
|
||||||
|
if (cellstring = OS3MainFrm.DataGrid.Cells[i,0]) then ind_var := i;
|
||||||
|
cellstring := DepEdit.Text;
|
||||||
|
if (cellstring = OS3MainFrm.DataGrid.Cells[i,0]) then dep_var := i;
|
||||||
|
end;
|
||||||
|
ColNoSelected[0] := ind_var;
|
||||||
|
ColNoSelected[1] := dep_var;
|
||||||
|
if ind_var = 0 then
|
||||||
|
begin
|
||||||
|
ErrorMsg('No group variable.');
|
||||||
|
exit;
|
||||||
|
end;
|
||||||
|
if dep_var = 0 then
|
||||||
|
begin
|
||||||
|
ErrorMsg('No dependent variable.');
|
||||||
|
exit;
|
||||||
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.FormCreate(Sender: TObject);
|
//get minimum and maximum group codes
|
||||||
begin
|
min_grp := MaxInt;
|
||||||
Assert(OS3MainFrm <> nil);
|
max_grp := -MaxInt;
|
||||||
end;
|
for i := 1 to NoCases do
|
||||||
|
begin
|
||||||
|
if (not GoodRecord(i, NoSelected, ColNoSelected)) then continue;
|
||||||
|
group := round(StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[ind_var,i])));
|
||||||
|
if (group < min_grp) then min_grp := group;
|
||||||
|
if (group > max_grp) then max_grp := group;
|
||||||
|
total_n := total_n + 1;
|
||||||
|
end;
|
||||||
|
nogroups := max_grp - min_grp + 1;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.FormShow(Sender: TObject);
|
// Initialize arrays
|
||||||
begin
|
SetLength(RankSums,nogroups);
|
||||||
ResetBtnClick(self);
|
SetLength(Ranks,NoCases,2);
|
||||||
end;
|
SetLength(X,NoCases,2);
|
||||||
|
SetLength(group_count,nogroups);
|
||||||
|
for i := 0 to nogroups-1 do
|
||||||
|
begin
|
||||||
|
group_count[i] := 0;
|
||||||
|
RankSums[i] := 0.0;
|
||||||
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.ComputeBtnClick(Sender: TObject);
|
// Setup for printer output
|
||||||
var
|
lReport := TStringList.Create;
|
||||||
i, j, ind_var, dep_var, min_grp, max_grp, group, total_n : integer;
|
try
|
||||||
NoTies, NoTieGroups, n1, n2, nogroups, largestn : integer;
|
lReport.Add('MANN-WHITNEY U TEST');
|
||||||
NoSelected : integer;
|
lReport.Add('See pages 116-127 in S. Siegel: Nonparametric Statistics for the Behavioral Sciences');
|
||||||
ColNoSelected : IntDyneVec;
|
lReport.Add('');
|
||||||
group_count : IntdyneVec;
|
|
||||||
Ranks, X : DblDyneMat;
|
|
||||||
RankSums : DblDyneVec;
|
|
||||||
TieSum, score, t, SumT, Avg, z, prob, U, U2, SD, Temp : double;
|
|
||||||
cellstring, outline : string;
|
|
||||||
lReport: TStrings;
|
|
||||||
|
|
||||||
begin
|
// Get data
|
||||||
total_n := 0;
|
|
||||||
NoTieGroups := 0;
|
|
||||||
NoSelected := 2;
|
|
||||||
SumT := 0.0;
|
|
||||||
|
|
||||||
// Check for data
|
|
||||||
if (NoVariables < 1) then
|
|
||||||
begin
|
|
||||||
MessageDlg('You must have grid data!', mtError, [mbOK], 0);
|
|
||||||
exit;
|
|
||||||
end;
|
|
||||||
|
|
||||||
// allocate space
|
|
||||||
SetLength(ColNoSelected,NoVariables);
|
|
||||||
|
|
||||||
// Get column numbers of the independent and dependent variables
|
|
||||||
ind_var := 0;
|
|
||||||
dep_var := 0;
|
|
||||||
for i := 1 to NoVariables do
|
|
||||||
begin
|
|
||||||
cellstring := GrpEdit.Text;
|
|
||||||
if (cellstring = OS3MainFrm.DataGrid.Cells[i,0]) then ind_var := i;
|
|
||||||
cellstring := DepEdit.Text;
|
|
||||||
if (cellstring = OS3MainFrm.DataGrid.Cells[i,0]) then dep_var := i;
|
|
||||||
end;
|
|
||||||
ColNoSelected[0] := ind_var;
|
|
||||||
ColNoSelected[1] := dep_var;
|
|
||||||
if ind_var = 0 then
|
|
||||||
begin
|
|
||||||
MessageDlg('No group variable.', mtError, [mbOK], 0);
|
|
||||||
exit;
|
|
||||||
end;
|
|
||||||
if dep_var = 0 then
|
|
||||||
begin
|
|
||||||
MessageDlg('No dependent variable.', mtError, [mbOk], 0);
|
|
||||||
exit;
|
|
||||||
end;
|
|
||||||
|
|
||||||
//get minimum and maximum group codes
|
|
||||||
min_grp := 10000;
|
|
||||||
max_grp := -10000;
|
|
||||||
for i := 1 to NoCases do
|
for i := 1 to NoCases do
|
||||||
begin
|
begin
|
||||||
if (not GoodRecord(i,NoSelected,ColNoSelected)) then continue;
|
if (not GoodRecord(i,NoSelected,ColNoSelected)) then continue;
|
||||||
group := round(StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[ind_var,i])));
|
score := StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[dep_var,i]));
|
||||||
if (group < min_grp) then min_grp := group;
|
group := round(StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[ind_var,i])));
|
||||||
if (group > max_grp) then max_grp := group;
|
group := group - min_grp + 1;
|
||||||
total_n := total_n + 1;
|
if (group > 2) then
|
||||||
|
begin
|
||||||
|
ErrorMsg('Group codes must be 1 and 2!');
|
||||||
|
exit;
|
||||||
|
end;
|
||||||
|
group_count[group-1] := group_count[group-1] + 1;
|
||||||
|
X[i-1,0] := score;
|
||||||
|
X[i-1,1] := group;
|
||||||
end;
|
end;
|
||||||
nogroups := max_grp - min_grp + 1;
|
|
||||||
|
|
||||||
// Initialize arrays
|
// Sort all scores in ascending order
|
||||||
SetLength(RankSums,nogroups);
|
for i := 1 to total_n - 1 do
|
||||||
SetLength(Ranks,NoCases,2);
|
|
||||||
SetLength(X,NoCases,2);
|
|
||||||
SetLength(group_count,nogroups);
|
|
||||||
for i := 0 to nogroups-1 do
|
|
||||||
begin
|
begin
|
||||||
group_count[i] := 0;
|
for j := i + 1 to total_n do
|
||||||
RankSums[i] := 0.0;
|
begin
|
||||||
|
if (X[i-1,0] > X[j-1,0]) then
|
||||||
|
begin
|
||||||
|
Temp := X[i-1,0];
|
||||||
|
X[i-1,0] := X[j-1,0];
|
||||||
|
X[j-1,0] := Temp;
|
||||||
|
Temp := X[i-1,1];
|
||||||
|
X[i-1,1] := X[j-1,1];
|
||||||
|
X[j-1,1] := Temp;
|
||||||
|
end;
|
||||||
|
end;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
// Setup for printer output
|
// Store ranks
|
||||||
lReport := TStringList.Create;
|
for i := 1 to total_n do
|
||||||
try
|
begin
|
||||||
lReport.Add('MANN-WHITNEY U TEST');
|
Ranks[i-1,0] := i;
|
||||||
lReport.Add('See pages 116-127 in S. Siegel: Nonparametric Statistics for the Behavioral Sciences');
|
Ranks[i-1,1] := X[i-1,1];
|
||||||
lReport.Add('');
|
|
||||||
|
|
||||||
// Get data
|
|
||||||
for i := 1 to NoCases do
|
|
||||||
begin
|
|
||||||
if (not GoodRecord(i,NoSelected,ColNoSelected)) then continue;
|
|
||||||
score := StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[dep_var,i]));
|
|
||||||
group := round(StrToFloat(Trim(OS3MainFrm.DataGrid.Cells[ind_var,i])));
|
|
||||||
group := group - min_grp + 1;
|
|
||||||
if (group > 2) then
|
|
||||||
begin
|
|
||||||
MessageDlg('Group codes must be 1 and 2!', mtError, [mbOk], 0);
|
|
||||||
exit;
|
|
||||||
end;
|
|
||||||
group_count[group-1] := group_count[group-1] + 1;
|
|
||||||
X[i-1,0] := score;
|
|
||||||
X[i-1,1] := group;
|
|
||||||
end;
|
|
||||||
|
|
||||||
//Sort all scores in ascending order
|
|
||||||
for i := 1 to total_n - 1 do
|
|
||||||
begin
|
|
||||||
for j := i + 1 to total_n do
|
|
||||||
begin
|
|
||||||
if (X[i-1,0] > X[j-1,0]) then
|
|
||||||
begin
|
|
||||||
Temp := X[i-1,0];
|
|
||||||
X[i-1,0] := X[j-1,0];
|
|
||||||
X[j-1,0] := Temp;
|
|
||||||
Temp := X[i-1,1];
|
|
||||||
X[i-1,1] := X[j-1,1];
|
|
||||||
X[j-1,1] := Temp;
|
|
||||||
end;
|
|
||||||
end;
|
|
||||||
end;
|
|
||||||
|
|
||||||
// Store ranks
|
|
||||||
for i := 1 to total_n do
|
|
||||||
begin
|
|
||||||
Ranks[i-1,0] := i;
|
|
||||||
Ranks[i-1,1] := X[i-1,1];
|
|
||||||
end;
|
|
||||||
|
|
||||||
//Check for ties in ranks - replace with average rank and calculate
|
|
||||||
//T for each tie and sum of the T's
|
|
||||||
i := 1;
|
|
||||||
while i < total_n do
|
|
||||||
begin
|
|
||||||
j := i + 1;
|
|
||||||
TieSum := 0;
|
|
||||||
NoTies := 0;
|
|
||||||
while (j < total_n) do
|
|
||||||
begin
|
|
||||||
if (X[j-1,0] > X[i-1,0]) then
|
|
||||||
break;
|
|
||||||
if (X[j-1,0] = X[i-1,0]) then // match
|
|
||||||
begin
|
|
||||||
TieSum := TieSum + round(Ranks[j-1,0]);
|
|
||||||
NoTies := NoTies + 1;
|
|
||||||
end;
|
|
||||||
j := j + 1;
|
|
||||||
end;
|
|
||||||
|
|
||||||
if (NoTies > 0) then //At least one tie found
|
|
||||||
begin
|
|
||||||
TieSum := TieSum + Ranks[i-1,0];
|
|
||||||
NoTies := NoTies + 1;
|
|
||||||
Avg := TieSum / NoTies;
|
|
||||||
for j := i to i + NoTies - 1 do Ranks[j-1,0] := Avg;
|
|
||||||
t := Power(NoTies,3) - NoTies;
|
|
||||||
SumT := SumT + t;
|
|
||||||
NoTieGroups := NoTieGroups + 1;
|
|
||||||
i := i + (NoTies - 1);
|
|
||||||
end;
|
|
||||||
i := i + 1;
|
|
||||||
end; // next i
|
|
||||||
|
|
||||||
// Calculate sum of ranks in each group
|
|
||||||
for i := 1 to total_n do
|
|
||||||
begin
|
|
||||||
group := round(Ranks[i-1,1]);
|
|
||||||
RankSums[group-1] := RankSums[group-1] + Ranks[i-1,0];
|
|
||||||
end;
|
|
||||||
|
|
||||||
//Calculate U for larger and smaller groups
|
|
||||||
n1 := group_count[0];
|
|
||||||
n2 := group_count[1];
|
|
||||||
if (n1 > n2) then
|
|
||||||
U := n1 * n2 + n1 * (n1 + 1) / 2.0 - RankSums[0]
|
|
||||||
else
|
|
||||||
U := n1 * n2 + n2 * (n2 + 1) / 2.0 - RankSums[1];
|
|
||||||
U2 := n1 * n2 - U;
|
|
||||||
SD := n1 * n2 * (n1 + n2 + 1) / 12.0;
|
|
||||||
SD := sqrt(SD);
|
|
||||||
if (U2 > U) then
|
|
||||||
z := (U2 - n1 * n2 / 2) / SD
|
|
||||||
else
|
|
||||||
z := (U - n1 * n2 / 2) / SD;
|
|
||||||
prob := 1.0 - probz(z);
|
|
||||||
|
|
||||||
//Report results
|
|
||||||
lReport.Add(' Score Rank Group');
|
|
||||||
lReport.Add('');
|
|
||||||
for i := 1 to total_n do
|
|
||||||
lReport.Add('%10.2f %10.2f %10.0f', [X[i-1,0], Ranks[i-1,0], Ranks[i-1,1]]);
|
|
||||||
lReport.Add('');
|
|
||||||
lReport.Add('Sum of Ranks in each Group');
|
|
||||||
lReport.Add('Group Sum No. in Group');
|
|
||||||
for i := 1 to nogroups do
|
|
||||||
lReport.Add('%3d %10.2f %5d', [i+min_grp-1, RankSums[i-1], group_count[i-1]]);
|
|
||||||
lReport.Add('');
|
|
||||||
lReport.Add('No. of tied rank groups: %10d', [NoTieGroups]);
|
|
||||||
if (n1 > n2) then
|
|
||||||
largestn := n1
|
|
||||||
else
|
|
||||||
largestn := n2;
|
|
||||||
if (largestn < 20) then
|
|
||||||
outline := format('Statistic U: %26.4f',[U])
|
|
||||||
else
|
|
||||||
begin
|
|
||||||
if (U > U2) then
|
|
||||||
outline := format('Statistic U: %26.4f',[U])
|
|
||||||
else
|
|
||||||
outline := format('Statistic U: %26.4f',[U2]);
|
|
||||||
end;
|
|
||||||
lReport.Add(outline);
|
|
||||||
lReport.Add('z Statistic (corrected for ties): %8.4f', [z]);
|
|
||||||
lReport.Add(' Probability > z: %8.4f', [prob]);
|
|
||||||
if (n2 < 20) then
|
|
||||||
begin
|
|
||||||
lReport.Add('z test is approximate. Use tables of exact probabilities in Siegel.');
|
|
||||||
lReport.Add('(Table J or K, pages 271-277)');
|
|
||||||
end;
|
|
||||||
DisplayReport(lReport);
|
|
||||||
|
|
||||||
finally
|
|
||||||
lReport.Free;
|
|
||||||
group_count := nil;
|
|
||||||
X := nil;
|
|
||||||
Ranks := nil;
|
|
||||||
RankSums := nil;
|
|
||||||
ColNoSelected := nil;
|
|
||||||
end;
|
end;
|
||||||
|
|
||||||
|
// Check for ties in ranks - replace with average rank and calculate
|
||||||
|
// T for each tie and sum of the T's
|
||||||
|
i := 1;
|
||||||
|
while i < total_n do
|
||||||
|
begin
|
||||||
|
j := i + 1;
|
||||||
|
TieSum := 0;
|
||||||
|
NoTies := 0;
|
||||||
|
while (j < total_n) do
|
||||||
|
begin
|
||||||
|
if (X[j-1,0] > X[i-1,0]) then
|
||||||
|
break;
|
||||||
|
if (X[j-1,0] = X[i-1,0]) then // match
|
||||||
|
begin
|
||||||
|
TieSum := TieSum + round(Ranks[j-1,0]);
|
||||||
|
NoTies := NoTies + 1;
|
||||||
|
end;
|
||||||
|
j := j + 1;
|
||||||
|
end;
|
||||||
|
|
||||||
|
if (NoTies > 0) then //At least one tie found
|
||||||
|
begin
|
||||||
|
TieSum := TieSum + Ranks[i-1,0];
|
||||||
|
NoTies := NoTies + 1;
|
||||||
|
Avg := TieSum / NoTies;
|
||||||
|
for j := i to i + NoTies - 1 do Ranks[j-1,0] := Avg;
|
||||||
|
t := Power(NoTies,3) - NoTies;
|
||||||
|
SumT := SumT + t;
|
||||||
|
NoTieGroups := NoTieGroups + 1;
|
||||||
|
i := i + (NoTies - 1);
|
||||||
|
end;
|
||||||
|
i := i + 1;
|
||||||
|
end; // next i
|
||||||
|
|
||||||
|
// Calculate sum of ranks in each group
|
||||||
|
for i := 1 to total_n do
|
||||||
|
begin
|
||||||
|
group := round(Ranks[i-1,1]);
|
||||||
|
RankSums[group-1] := RankSums[group-1] + Ranks[i-1,0];
|
||||||
|
end;
|
||||||
|
|
||||||
|
// Calculate U for larger and smaller groups
|
||||||
|
n1 := group_count[0];
|
||||||
|
n2 := group_count[1];
|
||||||
|
if (n1 > n2) then
|
||||||
|
U := n1 * n2 + n1 * (n1 + 1) / 2.0 - RankSums[0]
|
||||||
|
else
|
||||||
|
U := n1 * n2 + n2 * (n2 + 1) / 2.0 - RankSums[1];
|
||||||
|
U2 := n1 * n2 - U;
|
||||||
|
SD := n1 * n2 * (n1 + n2 + 1) / 12.0;
|
||||||
|
SD := sqrt(SD);
|
||||||
|
if (U2 > U) then
|
||||||
|
z := (U2 - n1 * n2 / 2) / SD
|
||||||
|
else
|
||||||
|
z := (U - n1 * n2 / 2) / SD;
|
||||||
|
prob := 1.0 - probz(z);
|
||||||
|
|
||||||
|
// Report results
|
||||||
|
lReport.Add(' Score Rank Group');
|
||||||
|
lReport.Add('');
|
||||||
|
for i := 1 to total_n do
|
||||||
|
lReport.Add('%10.2f %10.2f %10.0f', [X[i-1,0], Ranks[i-1,0], Ranks[i-1,1]]);
|
||||||
|
lReport.Add('');
|
||||||
|
lReport.Add('Sum of Ranks in each Group');
|
||||||
|
lReport.Add('Group Sum No. in Group');
|
||||||
|
for i := 1 to nogroups do
|
||||||
|
lReport.Add('%3d %10.2f %5d', [i+min_grp-1, RankSums[i-1], group_count[i-1]]);
|
||||||
|
lReport.Add('');
|
||||||
|
lReport.Add('No. of tied rank groups: %10d', [NoTieGroups]);
|
||||||
|
if (n1 > n2) then
|
||||||
|
largestn := n1
|
||||||
|
else
|
||||||
|
largestn := n2;
|
||||||
|
if (largestn < 20) then
|
||||||
|
outline := format('Statistic U: %26.4f',[U])
|
||||||
|
else
|
||||||
|
begin
|
||||||
|
if (U > U2) then
|
||||||
|
outline := format('Statistic U: %26.4f',[U])
|
||||||
|
else
|
||||||
|
outline := format('Statistic U: %26.4f',[U2]);
|
||||||
|
end;
|
||||||
|
lReport.Add(outline);
|
||||||
|
lReport.Add('z Statistic (corrected for ties): %8.4f', [z]);
|
||||||
|
lReport.Add(' Probability > z: %8.4f', [prob]);
|
||||||
|
if (n2 < 20) then
|
||||||
|
begin
|
||||||
|
lReport.Add('z test is approximate. Use tables of exact probabilities in Siegel.');
|
||||||
|
lReport.Add('(Table J or K, pages 271-277)');
|
||||||
|
end;
|
||||||
|
|
||||||
|
FReportFrame.DisplayReport(lReport);
|
||||||
|
|
||||||
|
finally
|
||||||
|
lReport.Free;
|
||||||
|
end;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.DepInClick(Sender: TObject);
|
|
||||||
|
procedure TMannWhitUForm.DepInClick(Sender: TObject);
|
||||||
var
|
var
|
||||||
index: integer;
|
index: integer;
|
||||||
begin
|
begin
|
||||||
@ -337,7 +304,8 @@ begin
|
|||||||
UpdateBtnStates;
|
UpdateBtnStates;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.DepOutClick(Sender: TObject);
|
|
||||||
|
procedure TMannWhitUForm.DepOutClick(Sender: TObject);
|
||||||
begin
|
begin
|
||||||
if DepEdit.Text <> '' then
|
if DepEdit.Text <> '' then
|
||||||
begin
|
begin
|
||||||
@ -347,7 +315,8 @@ begin
|
|||||||
UpdateBtnStates;
|
UpdateBtnStates;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.GrpInClick(Sender: TObject);
|
|
||||||
|
procedure TMannWhitUForm.GrpInClick(Sender: TObject);
|
||||||
var
|
var
|
||||||
index: integer;
|
index: integer;
|
||||||
begin
|
begin
|
||||||
@ -360,7 +329,8 @@ begin
|
|||||||
UpdateBtnStates;
|
UpdateBtnStates;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.GrpOutClick(Sender: TObject);
|
|
||||||
|
procedure TMannWhitUForm.GrpOutClick(Sender: TObject);
|
||||||
begin
|
begin
|
||||||
if GrpEdit.Text <> '' then
|
if GrpEdit.Text <> '' then
|
||||||
begin
|
begin
|
||||||
@ -370,21 +340,54 @@ begin
|
|||||||
UpdateBtnStates;
|
UpdateBtnStates;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.UpdateBtnStates;
|
|
||||||
|
procedure TMannWhitUForm.Reset;
|
||||||
|
var
|
||||||
|
i: integer;
|
||||||
begin
|
begin
|
||||||
|
inherited;
|
||||||
|
GrpEdit.Clear;
|
||||||
|
DepEdit.clear;
|
||||||
|
VarList.Items.Clear;
|
||||||
|
for i := 1 to NoVariables do
|
||||||
|
VarList.Items.Add(OS3MainFrm.DataGrid.Cells[i,0]);
|
||||||
|
UpdateBtnStates;
|
||||||
|
end;
|
||||||
|
|
||||||
|
|
||||||
|
procedure TMannWhitUForm.UpdateBtnStates;
|
||||||
|
begin
|
||||||
|
inherited;
|
||||||
GrpIn.Enabled := (VarList.ItemIndex > -1) and (GrpEdit.Text = '');
|
GrpIn.Enabled := (VarList.ItemIndex > -1) and (GrpEdit.Text = '');
|
||||||
DepIn.Enabled := (VarList.ItemIndex > -1) and (DepEdit.Text = '');
|
DepIn.Enabled := (VarList.ItemIndex > -1) and (DepEdit.Text = '');
|
||||||
GrpOut.Enabled := GrpEdit.Text <> '';
|
GrpOut.Enabled := GrpEdit.Text <> '';
|
||||||
DepOut.Enabled := DepEdit.Text <> '';
|
DepOut.Enabled := DepEdit.Text <> '';
|
||||||
end;
|
end;
|
||||||
|
|
||||||
procedure TMannWhitUFrm.VarListSelectionChange(Sender: TObject; User: boolean);
|
|
||||||
|
procedure TMannWhitUForm.VarListDblClick(Sender: TObject);
|
||||||
|
var
|
||||||
|
index: Integer;
|
||||||
|
s: String;
|
||||||
|
begin
|
||||||
|
index := VarList.ItemIndex;
|
||||||
|
if index > -1 then
|
||||||
|
begin
|
||||||
|
s := VarList.Items[index];
|
||||||
|
if GrpEdit.Text = '' then
|
||||||
|
GrpEdit.Text := s
|
||||||
|
else if DepEdit.Text = '' then
|
||||||
|
DepEdit.Text := s;
|
||||||
|
VarList.Items.Delete(index);
|
||||||
|
UpdateBtnStates;
|
||||||
|
end;
|
||||||
|
end;
|
||||||
|
|
||||||
|
|
||||||
|
procedure TMannWhitUForm.VarListSelectionChange(Sender: TObject; User: boolean);
|
||||||
begin
|
begin
|
||||||
UpdateBtnStates;
|
UpdateBtnStates;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
initialization
|
|
||||||
{$I mannwhituunit.lrs}
|
|
||||||
|
|
||||||
end.
|
end.
|
||||||
|
|
||||||
|
@ -1,7 +1,7 @@
|
|||||||
object runstestform: Trunstestform
|
object runstestform: Trunstestform
|
||||||
Left = 476
|
Left = 1138
|
||||||
Height = 438
|
Height = 438
|
||||||
Top = 209
|
Top = 277
|
||||||
Width = 376
|
Width = 376
|
||||||
HelpType = htKeyword
|
HelpType = htKeyword
|
||||||
HelpKeyword = 'html/RunsTestforNormality.htm'
|
HelpKeyword = 'html/RunsTestforNormality.htm'
|
||||||
|
@ -1,32 +1,32 @@
|
|||||||
inherited SignTestFrm: TSignTestFrm
|
inherited SignTestFrm: TSignTestFrm
|
||||||
Left = 550
|
Left = 550
|
||||||
Height = 345
|
Height = 344
|
||||||
Top = 297
|
Top = 297
|
||||||
Width = 382
|
Width = 561
|
||||||
Caption = 'The Matched Pairs Sign Test'
|
Caption = 'The Matched Pairs Sign Test'
|
||||||
ClientHeight = 345
|
ClientHeight = 344
|
||||||
ClientWidth = 382
|
ClientWidth = 561
|
||||||
inherited ParamsPanel: TPanel
|
inherited ParamsPanel: TPanel
|
||||||
Height = 329
|
Height = 328
|
||||||
ClientHeight = 329
|
ClientHeight = 328
|
||||||
inherited CloseBtn: TButton
|
inherited CloseBtn: TButton
|
||||||
Top = 304
|
Top = 303
|
||||||
TabOrder = 10
|
TabOrder = 10
|
||||||
end
|
end
|
||||||
inherited ComputeBtn: TButton
|
inherited ComputeBtn: TButton
|
||||||
Top = 304
|
Top = 303
|
||||||
TabOrder = 9
|
TabOrder = 9
|
||||||
end
|
end
|
||||||
inherited ResetBtn: TButton
|
inherited ResetBtn: TButton
|
||||||
Top = 304
|
Top = 303
|
||||||
TabOrder = 8
|
TabOrder = 8
|
||||||
end
|
end
|
||||||
inherited HelpBtn: TButton
|
inherited HelpBtn: TButton
|
||||||
Top = 304
|
Top = 303
|
||||||
TabOrder = 7
|
TabOrder = 7
|
||||||
end
|
end
|
||||||
inherited ButtonBevel: TBevel
|
inherited ButtonBevel: TBevel
|
||||||
Top = 288
|
Top = 287
|
||||||
end
|
end
|
||||||
object Label1: TLabel[5]
|
object Label1: TLabel[5]
|
||||||
AnchorSideLeft.Control = ParamsPanel
|
AnchorSideLeft.Control = ParamsPanel
|
||||||
@ -69,7 +69,7 @@ inherited SignTestFrm: TSignTestFrm
|
|||||||
AnchorSideRight.Control = Var1In
|
AnchorSideRight.Control = Var1In
|
||||||
AnchorSideBottom.Control = ButtonBevel
|
AnchorSideBottom.Control = ButtonBevel
|
||||||
Left = 0
|
Left = 0
|
||||||
Height = 271
|
Height = 270
|
||||||
Top = 17
|
Top = 17
|
||||||
Width = 126
|
Width = 126
|
||||||
Anchors = [akTop, akLeft, akRight, akBottom]
|
Anchors = [akTop, akLeft, akRight, akBottom]
|
||||||
@ -180,6 +180,6 @@ inherited SignTestFrm: TSignTestFrm
|
|||||||
end
|
end
|
||||||
end
|
end
|
||||||
inherited ParamsSplitter: TSplitter
|
inherited ParamsSplitter: TSplitter
|
||||||
Height = 345
|
Height = 344
|
||||||
end
|
end
|
||||||
end
|
end
|
||||||
|
@ -1824,9 +1824,9 @@ end;
|
|||||||
// Menu "Analysis" > "Nonparametric" > "Mann-Whitney U Test"
|
// Menu "Analysis" > "Nonparametric" > "Mann-Whitney U Test"
|
||||||
procedure TOS3MainFrm.mnuAnalysisNonPar_MannWhitneyClick(Sender: TObject);
|
procedure TOS3MainFrm.mnuAnalysisNonPar_MannWhitneyClick(Sender: TObject);
|
||||||
begin
|
begin
|
||||||
if MannWhitUFrm = nil then
|
if MannWhitUForm = nil then
|
||||||
Application.CreateForm(TMannWhitUFrm, MannWhitUFrm);
|
Application.CreateForm(TMannWhitUForm, MannWhitUForm);
|
||||||
MannWhitUFrm.ShowModal;
|
MannWhitUForm.Show;
|
||||||
end;
|
end;
|
||||||
|
|
||||||
// Menu "Analysis" > "Nonparametric" > "Fisher's Exact Text"
|
// Menu "Analysis" > "Nonparametric" > "Fisher's Exact Text"
|
||||||
|
Reference in New Issue
Block a user