CHITEST function

Returns the test for independence. CHITEST returns the value from the chi-squared (χ2) distribution for the statistic and the appropriate degrees of freedom. You can use χ2 tests to determine whether hypothesized results are verified by an experiment.

Important   This function has been replaced with one or more new functions that may provide improved accuracy and whose names better reflect their usage. Although this function is still available for backward compatibility, you should consider using the new functions from now on, because this function may not be available in future versions of Excel.

For more information about the new function, see CHISQ.TEST function.

Syntax

CHITEST(actual_range,expected_range)

The CHITEST function syntax has the following arguments:

  • Actual_range     Required. The range of data that contains observations to test against expected values.

  • Expected_range     Required. The range of data that contains the ratio of the product of row totals and column totals to the grand total.

Remarks

  • If actual_range and expected_range have a different number of data points, CHITEST returns the #N/A error value.

  • The χ2 test first calculates a χ2 statistic using the formula:

    Equation

    where:

    Aij = actual frequency in the i-th row, j-th column

    Eij = expected frequency in the i-th row, j-th column

    r = number or rows

    c = number of columns

  • A low value of χ2 is an indicator of independence. As can be seen from the formula, χ2 is always positive or 0, and is 0 only if Aij = Eij for every i,j.

  • CHITEST returns the probability that a value of the χ2 statistic at least as high as the value calculated by the above formula could have happened by chance under the assumption of independence. In computing this probability, CHITEST uses the χ2 distribution with an appropriate number of degrees of freedom, df. If r > 1 and c > 1, then df = (r - 1)(c - 1). If r = 1 and c > 1, then df = c - 1 or if r > 1 and c = 1, then df = r - 1. r = c= 1 is not allowed and #N/A is returned.

  • Use of CHITEST is most appropriate when Eij’s are not too small. Some statisticians suggest that each Eij should be greater than or equal to 5.

Example

Copy the example data in the following table, and paste it in cell A1 of a new Excel worksheet. For formulas to show results, select them, press F2, and then press Enter. If you need to, you can adjust the column widths to see all the data.

Men (Actual)

Women (Actual)

Description

58

35

Agree

11

25

Neutral

10

23

Disagree

Men (Expected)

Women (Expected)

Description

45.35

47.65

Agree

17.56

18.44

Neutral

16.09

16.91

Disagree

Formula

Description

Result

=CHITEST(A2:B4,A6:B8)

The χ2 statistic for the data above is 16.16957 with 2 degrees of freedom.

0.0003082

Applies To: Excel 2016 for Mac, Excel 2007, Excel 2016 Preview, Excel Starter, Excel 2010, Excel Online, Excel 2013, Excel for Mac 2011



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