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The assumptions for a chi square test for homogeneity are

  • The variables are assumed to be categorical variables
  • The observations are assumed to be independent
  • The cells in the contingency table are assumed to be mutually exclusive.

How to determine the assumptions for a chi square test?

In statistics, the chi square test is used to determine where there exists a relationship or association between two variables

Amongst other assumptions, the variables are assumed to be categorical variables.

This means that variables can be used as labels

The other assumptions are:

  • The observations are assumed to be independent
  • The cells in the contingency table are assumed to be mutually exclusive.

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