Posts in category Useful Procedures

Student’s t-test for equal means

Oct29
2008 Leave a Comment Written by admin

If you do not wish to enter complex formula in Excel and you already have calculated average, count, and variance for your samples(Tip:use a PivotTable), then you can use these user-defined functions to calculate the t-test stat value and degrees of freedom required to do hypothesis testing. Both the functions provide an optional argument for the assumption of equal variances; by default it is set to false.

Here’s the code for t-test:

'---------------------------------------------------------------------------------------
' Procedure : TTESTM
' DateTime  : 10/29/2008 08:35
' Author    :
' Purpose   : To get the t-stat value when comparing two means with an optional input
'               for equal or unequal variances
'               by default the function assumes that the user is comparing means with unequal variances
' davg1 is the mean of first sample
' dcnt1 is the sample size of sample 1 
' dvar1 is the variance of first samaple 
' davg2 is the mean of second sample
' dcnt2 is the sample size of sample 2 
' dvar2 is the variance of second samaple 
' blnEqVar set TRUE to assume equal variance for the test
'---------------------------------------------------------------------------------------

Public Function TTESTM(davg1 As Double, dcnt1 As Double, dvar1 As Double, davg2 As Double, dcnt2 As Double, dvar2 As Double, Optional blnEqVar As Boolean = False) As Double
 
On Error GoTo TTESTM_Error
Dim dResult As Double, dNumer As Double, dDenon As Double, dPooledVar As Double
 
dNumer = davg1 - davg2
 
'if equal variances are not assumed
'http://www.itl.nist.gov/div898/handbook/eda/section3/eda353.htm
If Not blnEqVar Then
	dDenon = Sqr((dvar1 ^ 2 / dcnt1) + (dvar2 ^ 2 / dcnt2))
Else
'if equal variances are assumed, then calculated the pooled variance
	dPooledVar = Sqr((((dcnt1 - 1) * dvar1 ^ 2) + ((dcnt2 - 1) * dvar2 ^ 2)) / (dcnt1 + dcnt2 - 2))
	dDenon = dPooledVar * Sqr((1 / dcnt1) + (1 / dcnt2))
End If
 
dResult = dNumer / dDenon
 
TTESTM = dResult
Exit Function
 
TTESTM_Error:
	TTESTM = Null
 
End Function

Code for degrees of freedom

'---------------------------------------------------------------------------------------
' Procedure : DOFTTESTM
' DateTime  : 10/29/2008 08:50
' Author    :
' Purpose   : To get the degrees of freedom for the t-test when comparing two means with an optional input
'               for equal or unequal variances
'               by default the function assumes that the user is comparing means with unequal variances

' dcnt1 is the sample size of sample 1 
' dvar1 is the variance of first samaple 
' dcnt2 is the sample size of sample 2 
' dvar2 is the variance of second samaple 
' blnEqVar set TRUE to assume equal variance for the test
'---------------------------------------------------------------------------------------
'
Public Function DOFTTESTM(dcnt1 As Double, dvar1 As Double, dcnt2 As Double, dvar2 As Double, Optional blnEqVar As Boolean = False) As Double
 
Dim dResult As Double, dNumer As Double, dDenon As Double
 
On Error GoTo DOFTTESTM_Error
'if equal variances are not assumed, then use a complicated formula to compute degrees of freedom
'http://www.itl.nist.gov/div898/handbook/eda/section3/eda353.htm
If Not blnEqVar Then
	dNumer = ((dvar1 ^ 2 / dcnt1) + (dvar2 ^ 2 / dcnt2)) ^ 2
	dDenon = ((dvar1 ^ 2 / dcnt1) ^ 2 / (dcnt1 - 1)) + ((dvar2 ^ 2 / dcnt2) ^ 2 / (dcnt2 - 1))
	dResult = dNumer / dDenon
Else
	dResult = dcnt1 + dcnt2 - 2
End If
 
DOFTTESTM = dResult
 
Exit Function
 
DOFTTESTM_Error:
	DOFTTESTM = Null
 
End Function
Posted in String Operations, Uncategorized - Tagged , ,

Convert Text to Uppercase

Sep17
2007 2 Comments Written by admin

If you want to convert the text to uppercase, use the following code; however, I recommend downloading ASAP Utilities, it has many functionalities, including text conversion. It doesn’t offer source code though.

Here’s my code for uppercase conversion:
(If you want to convert your text to lowercase, replace Ucase with Lcase function in the code)

‘Will convert selected range to Upper case, using array
Sub Conv2UCase()
On Error GoTo Conv2UCase_Error

Dim vDataArr As Variant
Dim lUpperBndRow As Long, lUpperBndCol As Long
Dim lRow As Long, lCol As Long

‘store selected values in an array
vDataArr = Selection
‘get the upper bound of rows
lUpperBndRow = UBound(vDataArr, 1)
‘get the upper bound of cols
lUpperBndCol = UBound(vDataArr, 2)

‘Start a loop to go through all the elements of the array
For lRow = 1 To lUpperBndRow
    For lCol = 1 To lUpperBndCol
        ‘Check if the value is text, if not don’t convert
        If WorksheetFunction.IsText(vDataArr(lRow, lCol)) Then
            ‘Convert values to upper case
            vDataArr(lRow, lCol) = UCase(vDataArr(lRow, lCol))
        End If
    Next lCol
Next lRow
‘Return the converted values to the range
Selection = vDataArr
Exit Sub

Conv2UCase_Error:
    MsgBox “Error ” & Err.Number & ” (” & Err.Description & “) in Sub:Conv2UCase”
End Sub

Posted in String Operations, Uncategorized - Tagged , ,

A function to reverse a string

Aug16
2007 1 Comment Written by admin

Very simple, uses the VBA function StrReverse to reverse the input string.

‘A function to reverse a string provided as input
‘For example, the string “abcd” will become “dcba”
‘Uses the VBA function StrReverse
Public Function ReverseString(sInputString As String) As String
On Error GoTo ReverseString_Error
    
ReverseString = StrReverse(sInputString)
    Exit Function

ReverseString_Error:
    ReverseString = “#ERROR#”
End Function

Posted in String Operations - Tagged , ,

Concatenate function

Jul24
2007 Leave a Comment Written by admin

Oh, man, I can’t tell how useful that concatenate function is.

One repetitive use I found is to create OR/AND conditions for Access queries. I copy-paste the field values of a column from Access, do some filtering and my conditions are ready. Then I use this concatfunc to create a string to use in my Access query.

For example, look at this print screen:

The Range A1:A4 houses the string condition I want to use in my Access query to restrict the fruits from my data. In cell B1 I have the formula

=PERSONAL.XLS!concatfunc(A1:A4,CHAR(34) & ” or ” & CHAR(34))

, and the return string from this function is listed in cell B1.

Now, all you have to do is copy and paste this in Access criteria and put a quotation mark at the start and at the end of this string.

I have found one more use of this when I want to store some values in an Array, using the Array function in VBA.

One more print screen:

In this example, I insert a comma (CHAR(44) instead of string OR, and this function returns a string that I can use in VBA to store these values in an array using Array function, after adding a quotation mark, of course, at the start and at the end.

Posted in String Operations - Tagged , ,

Access VBA: Convert Access tables to arff format

Jul18
2007 2 Comments Written by admin

Weka, an open source data mining software, uses arff input data format. You can use this code to convert any Access table to arff format. Download the Access database with code: Convert2Arff.mdb

This can very well be designed using forms, but this should get one started. Use Alt + F11 to see the code, then execute procedure ConvertTbl2Arff to convert a table.

Some highlights of this procedure
- Takes care of spaces in Attribute name and data values
- Finds unique values of nominal variables
- Assigns equivalent ARFF datatype
- Replaces missing values with question marks

Posted in Access - Tagged ,
« Older Entries