Documentation/Calc Functions/CHISQ.TEST

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Function name:

CHISQ.TEST

Category:

Statistical Analysis

Summary:

Returns the probability of a deviance from a random distribution of two test series based on the chi-square test for independence. CHISQ.TEST returns the chi-square distribution of the data.

Syntax:

CHISQ.TEST(DataB; DataE)

Returns:

Returns a real number which is the chi-square distribution of the data. It is a probability and hence it ranges from 0 to 1, i.e. [0,1].

Arguments:

DataB is a range of references to the cells containing the array of the observations.

DataE is a range of references to the cells containing the range of the expected values.

  • If DataB and DataE have different number of data points then the function returns an error value.
  • If any of the cell whose reference is passed contains a non-numeric value then the function returns an error value.

Additional details:

The probability determined by CHISQ.TEST can also be determined with CHISQ.DIST, in which case the chi-square of the random sample must be passed as a parameter instead of the data row.

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

where:

Aij = element of actual data which is DataB in our case

Eij = element of expected values which is DataE in our case

r = number or rows

c = number of columns

Then CHIDIST is called with chi-square value and a degree of freedom (df). If r>1 and c>1: df = (r-1)(c-1) else df = r*c-1 and CHISQ.TEST = CHISQ.DIST(χ2;df;TRUE()).

  • For more details on CHISQ.TEST, visit Wikipedia

Examples:

Data_B (observed) Data_E (expected)
1 195 170
2 151 170
3 148 170
4 189 170
5 183 170
6 154 170
Formula Description Returns
=CHISQ.TEST(A1:A6;B1:B6) This is the probability which suffices the observed data of the theoretical chi-square distribution. 0.020975769403022
=CHISQ.TEST(A1:A5;B1:B6) DataB size not equal to that of DataE so the function will return an error value. Err:502

Related LibreOffice functions:

CHIDIST

CHIINV

CHISQ.DIST

CHISQ.DIST.RT

CHISQ.INV

CHISQ.INV.RT

CHISQDIST

CHISQINV

CHITEST

ODF standard:

None

Equivalent Excel functions:

CHISQ.TEST