Libraries.Compute.Statistics.Tests.CompareTwoColumns Documentation

This class implements a one-sample t-test. For more information, see this: https://en.wikipedia.org/wiki/Student%27s_t-test

Example Code

use Libraries.Compute.Statistics.DataFrame
    use Libraries.Compute.Statistics.Tests.CompareTwoColumns

    DataFrame frame
    frame:Load("Data/Data.csv")

    //independent samples t-test
    CompareTwoColumns compare
    compare:SetColumn1("DT")
    compare:SetColumn1("DRT")
  
    //calculate the t-test and output a summary
    frame:Calculate(compare)
    output compare:GetFormalSummary()

Inherits from: Libraries.Compute.Statistics.DataFrameCalculation, Libraries.Language.Object

Summary

Actions Summary Table

ActionsDescription
Calculate(Libraries.Compute.Statistics.DataFrame frame)
Compare(Libraries.Language.Object object)This action compares two object hash codes and returns an integer.
Equals(Libraries.Language.Object object)This action determines if two objects are equal based on their hash code values.
GetColumn1()Returns the name of the first column specified.
GetColumn2()Returns the name of the second column specified.
GetCriticalValue()This returns a critical value, or the place on the distribution where are caluclating our probability values from.
GetDegreesOfFreedom()Obtains the degrees of freedom calculated by the test.
GetFormalSummary()This action returns a formal academic summary of the result.
GetHashCode()This action gets the hash code for an object.
GetMean1()Returns the mean of the first column.
GetMean2()Returns the mean of the second column.
GetProbabilityValue()In Statistics, this is often termed a p-value.
GetSummary()This action obtains an informal summary of the result.
GetVariance1()Returns the variance of the first column.
GetVariance2()Returns the variance of the second column.
SetColumn1(text column1)Sets the name of the first column specified.
SetColumn2(text column2)Sets the name of the first column specified.

Actions Documentation

Calculate(Libraries.Compute.Statistics.DataFrame frame)

Parameters

Compare(Libraries.Language.Object object)

This action compares two object hash codes and returns an integer. The result is larger if this hash code is larger than the object passed as a parameter, smaller, or equal. In this case, -1 means smaller, 0 means equal, and 1 means larger. This action was changed in Quorum 7 to return an integer, instead of a CompareResult object, because the previous implementation was causing efficiency issues.

Example Code

Object o
        Object t
        integer result = o:Compare(t) //1 (larger), 0 (equal), or -1 (smaller)

Parameters

Return

integer: The Compare result, Smaller, Equal, or Larger.

Equals(Libraries.Language.Object object)

This action determines if two objects are equal based on their hash code values.

Example Code

use Libraries.Language.Object
        use Libraries.Language.Types.Text
        Object o
        Text t
        boolean result = o:Equals(t)

Parameters

Return

boolean: True if the hash codes are equal and false if they are not equal.

GetColumn1()

Returns the name of the first column specified.

Return

text:

GetColumn2()

Returns the name of the second column specified.

Return

text:

GetCriticalValue()

This returns a critical value, or the place on the distribution where are caluclating our probability values from. The critical value, for a test like a t-test, would be equivalent to a t-value.

Return

number:

GetDegreesOfFreedom()

Obtains the degrees of freedom calculated by the test.

Return

number:

GetFormalSummary()

This action returns a formal academic summary of the result.

Return

text:

GetHashCode()

This action gets the hash code for an object.

Example Code

Object o
        integer hash = o:GetHashCode()

Return

integer: The integer hash code of the object.

GetMean1()

Returns the mean of the first column.

Return

number:

GetMean2()

Returns the mean of the second column.

Return

number:

GetProbabilityValue()

In Statistics, this is often termed a p-value.

Return

number:

GetSummary()

This action obtains an informal summary of the result.

Return

text:

GetVariance1()

Returns the variance of the first column.

Return

number:

GetVariance2()

Returns the variance of the second column.

Return

number:

SetColumn1(text column1)

Sets the name of the first column specified.

Parameters

SetColumn2(text column2)

Sets the name of the first column specified.

Parameters