Example of a Tests Report
You might have a Y variable with a fixed X variable. In this case, the Chi-square statistics test that the distribution of the Y variable is the same across each X level.
The degrees of freedom are equal to (c - 1)(r - 1), where c is the number of columns and r is the number of rows.
An R2 of 1 means that the factors completely predict the categorical response.
An R2 of 0 means that there is no gain from using the model instead of fixed background response rates.