755 lines
33 KiB
VB.net
755 lines
33 KiB
VB.net
' _3ITTest: The macros to for generating the report of independent T-Test
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' by imacat <imacat@mail.imacat.idv.tw>, 2016-08-24
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Option Explicit
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' subTestIndependentTTest: Tests the independent T-test report
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Sub subTestIndependentTTest
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Dim oSheets As Object, sSheetName As String
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Dim oSheet As Object, oRange As Object
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sSheetName = "ittest"
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oSheets = ThisComponent.getSheets
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If Not oSheets.hasByName (sSheetName) Then
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MsgBox "Data sheet """ & sSheetName & """ not found"
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Exit Sub
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End If
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If oSheets.hasByName (sSheetName & "_ttest") Then
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oSheets.removeByName (sSheetName & "_ttest")
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End If
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If oSheets.hasByName (sSheetName & "_ttesttmp") Then
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oSheets.removeByName (sSheetName & "_ttesttmp")
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End If
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oSheet = ThisComponent.getSheets.getByName (sSheetName)
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oRange = oSheet.getCellRangeByName ("A15:B34")
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subReportIndependentTTest (ThisComponent, oRange)
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End Sub
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' subReportIndependentTTest: Reports the independent T-test
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Sub subReportIndependentTTest (oDoc As Object, oDataRange As Object)
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Dim oSheets As Object, sSheetName As String
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Dim mNames () As String, nI As Integer, nSheetIndex As Integer
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Dim oSheet As Object, oColumns As Object, nRow As Integer
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Dim oCell As Object, oCells As Object, oCursor As Object, oTempDataRange As Object
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Dim nN As Integer, sFormula As String, sSP2 As String
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Dim sNotes As String, nPos As Integer
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Dim nFormatN As Integer, nFormatF As Integer, nFormatP As Integer
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Dim aBorderSingle As New com.sun.star.table.BorderLine
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Dim aBorderDouble As New com.sun.star.table.BorderLine
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Dim sCellXLabel As String, sCellsXData As String
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Dim sCellXN As String, sCellXMean As String, sCellXS As String
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Dim sCellYLabel As String, sCellsYData As String
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Dim sCellYN As String, sCellYMean As String, sCellYS As String
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Dim sCellF As String, sCellsN As String, sCellN As String
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oSheets = oDoc.getSheets
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sSheetName = oDataRange.getSpreadsheet.getName
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mNames = oSheets.getElementNames
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For nI = 0 To UBound (mNames)
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If mNames (nI) = sSheetName Then
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nSheetIndex = nI
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End If
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Next nI
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oSheets.insertNewByName (sSheetName & "_ttesttmp", nSheetIndex + 1)
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oSheet = oSheets.getByName (sSheetName & "_ttesttmp")
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oTempDataRange = fnCollectIndependentTTestData (oDataRange, oSheet)
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oSheets.insertNewByName (sSheetName & "_ttest", nSheetIndex + 1)
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oSheet = oSheets.getByName (sSheetName & "_ttest")
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sCellXLabel = fnGetRangeName (oTempDataRange.getCellByPosition (0, 0))
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nN = oTempDataRange.getCellByPosition (0, oTempDataRange.getRows.getCount - 3).getValue
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oCells = oTempDataRange.getCellRangeByPosition (0, 1, 0, nN)
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sCellsXData = fnGetRangeName (oCells)
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sCellYLabel = fnGetRangeName (oTempDataRange.getCellByPosition (1, 0))
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nN = oTempDataRange.getCellByPosition (1, oTempDataRange.getRows.getCount - 3).getValue
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oCells = oTempDataRange.getCellRangeByPosition (1, 1, 1, nN)
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sCellsYData = fnGetRangeName (oCells)
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' Obtains the format parameters for the report.
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nFormatN = fnQueryFormat (oDoc, "#,##0")
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nFormatF = fnQueryFormat (oDoc, "#,###.000")
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nFormatP = fnQueryFormat (oDoc, "[<0.01]#.000""**"";[<0.05]#.000""*"";#.000")
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aBorderSingle.OuterLineWidth = 2
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aBorderDouble.OuterLineWidth = 2
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aBorderDouble.InnerLineWidth = 2
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aBorderDouble.LineDistance = 2
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' Sets the column widths of the report.
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oColumns = oSheet.getColumns
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oColumns.getByIndex (0).setPropertyValue ("Width", 3060)
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oColumns.getByIndex (1).setPropertyValue ("Width", 2080)
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oColumns.getByIndex (2).setPropertyValue ("Width", 2080)
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oColumns.getByIndex (3).setPropertyValue ("Width", 2080)
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oColumns.getByIndex (4).setPropertyValue ("Width", 2080)
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nRow = -2
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' Group description
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nRow = nRow + 2
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Group Description")
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oCell.setPropertyValue ("CellStyle", "Result2")
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oCells = oSheet.getCellRangeByPosition (0, nRow, 4, nRow)
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oCells.merge (True)
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Group")
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oCell = oSheet.getCellByPosition (1, nRow)
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oCell.setString ("N")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCell = oSheet.getCellByPosition (2, nRow)
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oCell.setString ("X")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharOverline", com.sun.star.awt.FontUnderline.SINGLE)
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oCell = oSheet.getCellByPosition (3, nRow)
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oCell.setString ("s")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCell = oSheet.getCellByPosition (4, nRow)
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oCell.setString ("sX")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.collapseToEnd
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharEscapement", -33)
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oCursor.setPropertyValue ("CharEscapementHeight", 58)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharOverline", com.sun.star.awt.FontUnderline.SINGLE)
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' The first group
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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sFormula = "=" & sCellXLabel
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oCell.setFormula (sFormula)
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oCell = oSheet.getCellByPosition (1, nRow)
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sFormula = "=COUNT(" & sCellsXData & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatN)
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sCellXN = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (2, nRow)
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sFormula = "=AVERAGE(" & sCellsXData & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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sCellXMean = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (3, nRow)
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sFormula = "=STDEV(" & sCellsXData & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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sCellXS = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (4, nRow)
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sFormula = "=" & sCellXS & "/SQRT(" & sCellXN & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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' The second group
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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sFormula = "=" & sCellYLabel
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oCell.setFormula (sFormula)
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oCell = oSheet.getCellByPosition (1, nRow)
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sFormula = "=COUNT(" & sCellsYData & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatN)
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sCellYN = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (2, nRow)
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sFormula = "=AVERAGE(" & sCellsYData & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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sCellYMean = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (3, nRow)
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sFormula = "=STDEV(" & sCellsYData & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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sCellYS = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (4, nRow)
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sFormula = "=" & sCellYS & "/SQRT(" & sCellYN & ")"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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' Draws the table borders.
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oCells = oSheet.getCellByPosition (0, nRow - 2)
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oCells.setPropertyValue ("TopBorder", aBorderDouble)
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oCells.setPropertyValue ("RightBorder", aBorderSingle)
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oCells.setPropertyValue ("BottomBorder", aBorderSingle)
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oCells = oSheet.getCellRangeByPosition (1, nRow - 2, 4, nRow - 2)
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oCells.setPropertyValue ("TopBorder", aBorderDouble)
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oCells.setPropertyValue ("BottomBorder", aBorderSingle)
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oCells = oSheet.getCellByPosition (0, nRow - 1)
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oCells.setPropertyValue ("RightBorder", aBorderSingle)
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oCells = oSheet.getCellByPosition (0, nRow)
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oCells.setPropertyValue ("RightBorder", aBorderSingle)
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oCells.setPropertyValue ("BottomBorder", aBorderDouble)
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oCells = oSheet.getCellRangeByPosition (1, nRow, 4, nRow)
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oCells.setPropertyValue ("BottomBorder", aBorderDouble)
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' Levene's test for homogeneity of variances
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nRow = nRow + 2
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Test for Homogeneity of Variances")
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oCell.setPropertyValue ("CellStyle", "Result2")
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oCells = oSheet.getCellRangeByPosition (0, nRow, 4, nRow)
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oCells.merge (True)
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Test")
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oCell = oSheet.getCellByPosition (1, nRow)
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oCell.setString ("F")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCell = oSheet.getCellByPosition (2, nRow)
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oCell.setString ("p")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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' The test result.
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Levene’s Test")
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oCell = oSheet.getCellByPosition (1, nRow)
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sFormula = "=" & fnGetLeveneTest (oTempDataRange)
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatF)
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sCellF = fnGetLocalRangeName (oCell)
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oCell = oSheet.getCellByPosition (2, nRow)
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sCellsN = fnGetRangeName (oTempDataRange.getCellRangeByPosition (0, oTempDataRange.getRows.getCount - 3, 1, oTempDataRange.getRows.getCount - 3))
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sCellN = fnGetRangeName (oTempDataRange.getCellByPosition (4, oTempDataRange.getRows.getCount - 3))
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sFormula = "=FDIST(" & sCellF & ";COUNT(" & sCellsN & ")-1;" & sCellN & "-COUNT(" & sCellsN & "))"
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oCell.setFormula (sFormula)
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oCell.setPropertyValue ("NumberFormat", nFormatP)
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' The foot notes of the test.
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Note: *: p<.05, **: p<.01" & Chr (10) & _
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"H0: σ1=σ2 (homogeneity; the populations of the two groups have the same variances)." & Chr (10) & _
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"H1: σ1≠σ2 (heterogeneity; the populations of the two groups have different variances) if the probability (p) is small enough.")
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oCell.setPropertyValue ("IsTextWrapped", True)
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oCells = oSheet.getCellRangeByPosition (0, nRow, 4, nRow)
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oCells.merge (True)
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sNotes = oCell.getString
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oCursor = oCell.createTextCursor
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nPos = InStr (sNotes, "p<")
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Do While nPos <> 0
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oCursor.gotoStart (False)
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oCursor.goRight (nPos - 1, False)
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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nPos = InStr (nPos + 1, sNotes, "p<")
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Loop
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nPos = InStr (sNotes, "(p)")
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oCursor.gotoStart (False)
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oCursor.goRight (nPos, False)
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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nPos = InStr (sNotes, "σ")
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Do While nPos <> 0
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oCursor.gotoStart (False)
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oCursor.goRight (nPos - 1, False)
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.collapseToEnd
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharEscapement", -33)
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oCursor.setPropertyValue ("CharEscapementHeight", 58)
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nPos = InStr (nPos + 1, sNotes, "σ")
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Loop
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nPos = InStr (sNotes, "H0")
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oCursor.gotoStart (False)
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oCursor.goRight (nPos - 1, False)
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.collapseToEnd
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharEscapement", -33)
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oCursor.setPropertyValue ("CharEscapementHeight", 58)
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nPos = InStr (sNotes, "H1")
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oCursor.gotoStart (False)
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oCursor.goRight (nPos - 1, False)
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.collapseToEnd
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oCursor.goRight (1, True)
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oCursor.setPropertyValue ("CharEscapement", -33)
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oCursor.setPropertyValue ("CharEscapementHeight", 58)
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' Draws the table borders.
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oCells = oSheet.getCellByPosition (0, nRow - 2)
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oCells.setPropertyValue ("TopBorder", aBorderDouble)
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oCells.setPropertyValue ("RightBorder", aBorderSingle)
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oCells.setPropertyValue ("BottomBorder", aBorderSingle)
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oCells = oSheet.getCellRangeByPosition (1, nRow - 2, 2, nRow - 2)
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oCells.setPropertyValue ("TopBorder", aBorderDouble)
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oCells.setPropertyValue ("BottomBorder", aBorderSingle)
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oCells = oSheet.getCellByPosition (0, nRow - 1)
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oCells.setPropertyValue ("RightBorder", aBorderSingle)
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oCells.setPropertyValue ("BottomBorder", aBorderDouble)
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oCells = oSheet.getCellRangeByPosition (1, nRow - 1, 2, nRow - 1)
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oCells.setPropertyValue ("BottomBorder", aBorderDouble)
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' The independent samples T-test
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nRow = nRow + 2
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Independent Samples T-Test")
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oCell.setPropertyValue ("CellStyle", "Result2")
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oCells = oSheet.getCellRangeByPosition (0, nRow, 4, nRow)
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oCells.merge (True)
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nRow = nRow + 1
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oCell = oSheet.getCellByPosition (0, nRow)
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oCell.setString ("Type")
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oCell = oSheet.getCellByPosition (1, nRow)
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oCell.setString ("t")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCell = oSheet.getCellByPosition (2, nRow)
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oCell.setString ("df")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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oCursor = oCell.createTextCursor
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oCursor.gotoStart (False)
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oCursor.gotoEnd (True)
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oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
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oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
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oCell = oSheet.getCellByPosition (3, nRow)
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oCell.setString ("p")
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oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
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||
oCursor = oCell.createTextCursor
|
||
oCursor.gotoStart (False)
|
||
oCursor.gotoEnd (True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCell = oSheet.getCellByPosition (4, nRow)
|
||
oCell.setString ("X1-X2")
|
||
oCell.setPropertyValue ("ParaAdjust", com.sun.star.style.ParagraphAdjust.RIGHT)
|
||
oCursor = oCell.createTextCursor
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharOverline", com.sun.star.awt.FontUnderline.SINGLE)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharOverline", com.sun.star.awt.FontUnderline.SINGLE)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
|
||
' The test of the homogeneity of variances.
|
||
nRow = nRow + 1
|
||
oCell = oSheet.getCellByPosition (0, nRow)
|
||
oCell.setString ("Homogeneity")
|
||
oCell = oSheet.getCellByPosition (1, nRow)
|
||
sSP2 = "((SUMPRODUCT(" & sCellsXData & ";" & sCellsXData & ")-POWER(SUM(" & sCellsXData & ");2)/" & sCellXN & "+SUMPRODUCT(" & sCellsYData & ";" & sCellsYData & ")-POWER(SUM(" & sCellsYData & ");2)/" & sCellYN & ")/(" & sCellXN & "+" & sCellYN & "-2))"
|
||
sFormula = "=(" & sCellXMean & "-" & sCellYMean & ")/SQRT(" & sSP2 & "*(1/" & sCellXN & "+1/" & sCellYN & "))"
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatF)
|
||
oCell = oSheet.getCellByPosition (2, nRow)
|
||
sFormula = "=" & sCellXN & "+" & sCellYN & "-2"
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatN)
|
||
oCell = oSheet.getCellByPosition (3, nRow)
|
||
sFormula = "=TTEST(" & sCellsXData & ";" & sCellsYData & ";2;2)"
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatP)
|
||
oCell = oSheet.getCellByPosition (4, nRow)
|
||
sFormula = "=" & sCellXMean & "-" & sCellYMean
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatF)
|
||
|
||
' The test of the heterogeneity of variances.
|
||
nRow = nRow + 1
|
||
oCell = oSheet.getCellByPosition (0, nRow)
|
||
oCell.setString ("Heterogeneity")
|
||
oCell = oSheet.getCellByPosition (1, nRow)
|
||
sFormula = "=(" & sCellXMean & "-" & sCellYMean & ")/SQRT(POWER(" & sCellXS & ";2)/" & sCellXN & "+POWER(" & sCellYS & ";2)/" & sCellYN & ")"
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatF)
|
||
oCell = oSheet.getCellByPosition (2, nRow)
|
||
sFormula = "=POWER(POWER(" & sCellXS & ";2)/" & sCellXN & "+POWER(" & sCellYS & ";2)/" & sCellYN & ";2)/(POWER(" & sCellXS & ";4)/(POWER(" & sCellXN & ";2)*(" & sCellXN & "-1))+POWER(" & sCellYS & ";4)/(POWER(" & sCellYN & ";2)*(" & sCellYN & "-1)))"
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatF)
|
||
oCell = oSheet.getCellByPosition (3, nRow)
|
||
sFormula = "=TTEST(" & sCellsXData & ";" & sCellsYData & ";2;3)"
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatP)
|
||
oCell = oSheet.getCellByPosition (4, nRow)
|
||
sFormula = "=" & sCellXMean & "-" & sCellYMean
|
||
oCell.setFormula (sFormula)
|
||
oCell.setPropertyValue ("NumberFormat", nFormatF)
|
||
|
||
' The foot notes of the test.
|
||
nRow = nRow + 1
|
||
oCell = oSheet.getCellByPosition (0, nRow)
|
||
oCell.setString ("Note: *: p<.05, **: p<.01" & Chr (10) & _
|
||
"H0: μ1=μ2 (the populations of the two groups have the same means)." & Chr (10) & _
|
||
"H1: μ1≠μ2 (the populations of the two groups have different means) if the probability (p) is small enough.")
|
||
oCell.setPropertyValue ("IsTextWrapped", True)
|
||
oCells = oSheet.getCellRangeByPosition (0, nRow, 4, nRow)
|
||
oCells.merge (True)
|
||
sNotes = oCell.getString
|
||
oCursor = oCell.createTextCursor
|
||
nPos = InStr (sNotes, "p<")
|
||
Do While nPos <> 0
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (nPos - 1, False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
nPos = InStr (nPos + 1, sNotes, "p<")
|
||
Loop
|
||
nPos = InStr (sNotes, "(p)")
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (nPos, False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
nPos = InStr (sNotes, "μ")
|
||
Do While nPos <> 0
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (nPos - 1, False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
nPos = InStr (nPos + 1, sNotes, "μ")
|
||
Loop
|
||
nPos = InStr (sNotes, "H0")
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (nPos - 1, False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
nPos = InStr (sNotes, "H1")
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (nPos - 1, False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
|
||
' Draws the table borders.
|
||
oCells = oSheet.getCellByPosition (0, nRow - 3)
|
||
oCells.setPropertyValue ("TopBorder", aBorderDouble)
|
||
oCells.setPropertyValue ("RightBorder", aBorderSingle)
|
||
oCells.setPropertyValue ("BottomBorder", aBorderSingle)
|
||
oCells = oSheet.getCellRangeByPosition (1, nRow - 3, 4, nRow - 3)
|
||
oCells.setPropertyValue ("TopBorder", aBorderDouble)
|
||
oCells.setPropertyValue ("BottomBorder", aBorderSingle)
|
||
oCells = oSheet.getCellByPosition (0, nRow - 2)
|
||
oCells.setPropertyValue ("RightBorder", aBorderSingle)
|
||
oCells = oSheet.getCellByPosition (0, nRow - 1)
|
||
oCells.setPropertyValue ("RightBorder", aBorderSingle)
|
||
oCells.setPropertyValue ("BottomBorder", aBorderDouble)
|
||
oCells = oSheet.getCellRangeByPosition (1, nRow - 1, 4, nRow - 1)
|
||
oCells.setPropertyValue ("BottomBorder", aBorderDouble)
|
||
End Sub
|
||
|
||
' fnCollectIndependentTTestData: Collects the data for the independent T-test.
|
||
Function fnCollectIndependentTTestData (oDataRange As Object, oReportSheet As Object) As Object
|
||
Dim nRow As Integer, nNRow As Integer, sCellZMean As String, sCellsN As String
|
||
Dim oCell As Object, oCells As Object, oCursor As Object
|
||
Dim sCell As String, sLabel As String, sFormula As String
|
||
Dim sCellXLabel As String, sCellsXData As String, sCellXMean As String
|
||
Dim sXLabel As String, nNX As Integer
|
||
Dim sCellsXZData As String, sCellXZMean As String
|
||
Dim sCellYLabel As String, sCellsYData As String, sCellYMean As String
|
||
Dim sYLabel As String, nNY As Integer
|
||
Dim sCellsYZData As String, sCellYZMean As String
|
||
|
||
sCellXLabel = ""
|
||
sCellYLabel = ""
|
||
For nRow = 1 To oDataRange.getRows.getCount - 1
|
||
oCell = oDataRange.getCellByPosition (0, nRow)
|
||
sLabel = oCell.getString
|
||
If sLabel <> "" Then
|
||
If sCellXLabel = "" Then
|
||
sCellXLabel = fnGetRangeName (oCell)
|
||
sXLabel = sLabel
|
||
Else
|
||
If sLabel <> sXLabel And sCellYLabel = "" Then
|
||
sCellYLabel = fnGetRangeName (oCell)
|
||
sYLabel = sLabel
|
||
nRow = oDataRange.getRows.getCount - 1
|
||
End If
|
||
End If
|
||
End If
|
||
Next nRow
|
||
|
||
' The data labels
|
||
oCell = oReportSheet.getCellByPosition (0, 0)
|
||
sFormula = "=" & sCellXLabel
|
||
oCell.setFormula (sFormula)
|
||
oCell = oReportSheet.getCellByPosition (1, 0)
|
||
sFormula = "=" & sCellYLabel
|
||
oCell.setFormula (sFormula)
|
||
|
||
' The data
|
||
nNX = 0
|
||
nNY = 0
|
||
For nRow = 1 To oDataRange.getRows.getCount - 1
|
||
If oDataRange.getCellByPosition (0, nRow).getString = sXLabel Then
|
||
nNX = nNX + 1
|
||
sFormula = "=" & fnGetRangeName (oDataRange.getCellByPosition (1, nRow))
|
||
oReportSheet.getCellByPosition (0, nNX).setFormula (sFormula)
|
||
Else
|
||
If oDataRange.getCellByPosition (0, nRow).getString = sYLabel Then
|
||
nNY = nNY + 1
|
||
sFormula = "=" & fnGetRangeName (oDataRange.getCellByPosition (1, nRow))
|
||
oReportSheet.getCellByPosition (1, nNY).setFormula (sFormula)
|
||
End If
|
||
End If
|
||
Next nRow
|
||
|
||
' Collects the data
|
||
sCellsXData = fnGetLocalRangeName (oReportSheet.getCellRangeByPosition (0, 1, 0, nNX))
|
||
sCellsYData = fnGetLocalRangeName (oReportSheet.getCellRangeByPosition (1, 1, 1, nNY))
|
||
If nNX > nNY Then
|
||
nNRow = nNX + 1
|
||
Else
|
||
nNRow = nNY + 1
|
||
End If
|
||
oCell = oReportSheet.getCellByPosition (0, nNRow)
|
||
sFormula = "=COUNT(" & sCellsXData & ")"
|
||
oCell.setFormula (sFormula)
|
||
oCell = oReportSheet.getCellByPosition (1, nNRow)
|
||
sFormula = "=COUNT(" & sCellsYData & ")"
|
||
oCell.setFormula (sFormula)
|
||
oCell = oReportSheet.getCellByPosition (0, nNRow + 1)
|
||
sFormula = "=AVERAGE(" & sCellsXData & ")"
|
||
oCell.setFormula (sFormula)
|
||
sCellXMean = fnGetLocalRangeName (oCell)
|
||
oCell = oReportSheet.getCellByPosition (1, nNRow + 1)
|
||
sFormula = "=AVERAGE(" & sCellsYData & ")"
|
||
oCell.setFormula (sFormula)
|
||
sCellYMean = fnGetLocalRangeName (oCell)
|
||
oCells = oReportSheet.getCellRangeByPosition (0, nNRow, 1, nNRow)
|
||
sCellsN = fnGetLocalRangeName (oCells)
|
||
|
||
' Calculates the Z values
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (0, 0))
|
||
sFormula = "=""Z""&" & sCell
|
||
oCell = oReportSheet.getCellByPosition (2, 0)
|
||
oCell.setFormula (sFormula)
|
||
oCursor = oCell.createTextCursor
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.gotoEnd (True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
For nRow = 1 To nNX
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (0, nRow))
|
||
sFormula = "=ABS(" & sCell & "-" & sCellXMean & ")"
|
||
oCell = oReportSheet.getCellByPosition (2, nRow)
|
||
oCell.setFormula (sFormula)
|
||
Next nRow
|
||
sCellsXZData = fnGetLocalRangeName (oReportSheet.getCellRangeByPosition (2, 1, 2, nNX))
|
||
oCell = oReportSheet.getCellByPosition (2, nNRow + 1)
|
||
sFormula = "=AVERAGE(" & sCellsXZData & ")"
|
||
oCell.setFormula (sFormula)
|
||
sCellXZMean = fnGetLocalRangeName (oCell)
|
||
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (1, 0))
|
||
sFormula = "=""Z""&" & sCell
|
||
oCell = oReportSheet.getCellByPosition (3, 0)
|
||
oCell.setFormula (sFormula)
|
||
oCursor = oCell.createTextCursor
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.gotoEnd (True)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
For nRow = 1 To nNY
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (1, nRow))
|
||
sFormula = "=ABS(" & sCell & "-" & sCellYMean & ")"
|
||
oCell = oReportSheet.getCellByPosition (3, nRow)
|
||
oCell.setFormula (sFormula)
|
||
Next nRow
|
||
sCellsYZData = fnGetLocalRangeName (oReportSheet.getCellRangeByPosition (3, 1, 3, nNY))
|
||
oCell = oReportSheet.getCellByPosition (3, nNRow + 1)
|
||
sFormula = "=AVERAGE(" & sCellsYZData & ")"
|
||
oCell.setFormula (sFormula)
|
||
sCellYZMean = fnGetLocalRangeName (oCell)
|
||
|
||
' Calculates the total average
|
||
oCell = oReportSheet.getCellByPosition (4, nNRow)
|
||
sFormula = "=SUM(" & sCellsN & ")"
|
||
oCell.setFormula (sFormula)
|
||
oCell = oReportSheet.getCellByPosition (4, nNRow + 1)
|
||
sFormula = "=AVERAGE(" & sCellsXZData & ";" & sCellsYZData & ")"
|
||
oCell.setFormula (sFormula)
|
||
sCellZMean = fnGetLocalRangeName (oCell)
|
||
|
||
' Calculates the difference of the Z values to their means
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (0, 0))
|
||
sFormula = "=""dZ""&" & sCell
|
||
oCell = oReportSheet.getCellByPosition (4, 0)
|
||
oCell.setFormula (sFormula)
|
||
oCursor = oCell.createTextCursor
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
oCursor.collapseToEnd
|
||
oCursor.gotoEnd (True)
|
||
oCursor.setPropertyValue ("CharEscapement", -44)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 34)
|
||
For nRow = 1 To nNX
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (2, nRow))
|
||
sFormula = "=" & sCell & "-" & sCellXZMean
|
||
oCell = oReportSheet.getCellByPosition (4, nRow)
|
||
oCell.setFormula (sFormula)
|
||
Next nRow
|
||
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (1, 0))
|
||
sFormula = "=""dZ""&" & sCell
|
||
oCell = oReportSheet.getCellByPosition (5, 0)
|
||
oCell.setFormula (sFormula)
|
||
oCursor = oCell.createTextCursor
|
||
oCursor.gotoStart (False)
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.collapseToEnd
|
||
oCursor.goRight (1, True)
|
||
oCursor.setPropertyValue ("CharPosture", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureAsian", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharPostureComplex", com.sun.star.awt.FontSlant.ITALIC)
|
||
oCursor.setPropertyValue ("CharEscapement", -33)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 58)
|
||
oCursor.collapseToEnd
|
||
oCursor.gotoEnd (True)
|
||
oCursor.setPropertyValue ("CharEscapement", -44)
|
||
oCursor.setPropertyValue ("CharEscapementHeight", 34)
|
||
For nRow = 1 To nNY
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (3, nRow))
|
||
sFormula = "=" & sCell & "-" & sCellYZMean
|
||
oCell = oReportSheet.getCellByPosition (5, nRow)
|
||
oCell.setFormula (sFormula)
|
||
Next nRow
|
||
|
||
' Calculates the difference of the Z means to the total mean
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (2, nNRow + 1))
|
||
sFormula = "=" & sCell & "-" & sCellZMean
|
||
oCell = oReportSheet.getCellByPosition (2, nNRow + 2)
|
||
oCell.setFormula (sFormula)
|
||
sCell = fnGetLocalRangeName (oReportSheet.getCellByPosition (3, nNRow + 1))
|
||
sFormula = "=" & sCell & "-" & sCellZMean
|
||
oCell = oReportSheet.getCellByPosition (3, nNRow + 2)
|
||
oCell.setFormula (sFormula)
|
||
|
||
fnCollectIndependentTTestData = oReportSheet.getCellRangeByPosition (0, 0, 5, nNRow + 2)
|
||
End Function
|
||
|
||
' fnGetLeveneTest: Returns the Levene's test result.
|
||
Function fnGetLeveneTest (oZDataRange As Object) As String
|
||
Dim nK As Integer, nRows As Integer
|
||
Dim oCell As Object, oCells As Object
|
||
Dim sCellN As String, sCellsN As String
|
||
Dim sCellsDZMean As String, sCellsDZData As String
|
||
|
||
nRows = oZDataRange.getRows.getCount
|
||
nK = oZDataRange.getColumns.getCount / 3
|
||
oCell = oZDataRange.getCellByPosition (nK * 2, nRows - 3)
|
||
sCellN = fnGetRangeName (oCell)
|
||
oCells = oZDataRange.getCellRangeByPosition (0, nRows - 3, nK - 1, nRows - 3)
|
||
sCellsN = fnGetRangeName (oCells)
|
||
oCells = oZDataRange.getCellRangeByPosition (nK, nRows - 1, nK * 2 - 1, nRows - 1)
|
||
sCellsDZMean = fnGetRangeName (oCells)
|
||
oCells = oZDataRange.getCellRangeByPosition (nK * 2, 1, nK * 3 - 1, nRows - 4)
|
||
sCellsDZData = fnGetRangeName (oCells)
|
||
fnGetLeveneTest = "((" & sCellN & "-COUNT(" & sCellsN & "))/(COUNT(" & sCellsN & ")-1))*(SUMPRODUCT(" & sCellsN & ";" & sCellsDZMean & ";" & sCellsDZMean & ")/SUMPRODUCT(" & sCellsDZData & ";" & sCellsDZData & "))"
|
||
End Function
|