Math — Chi-square Test of Independence

\chi^2 = \sum\frac{(O - E)^2}{E}

df = (r - 1)(c - 1)

E_{ij} = \frac{(\text{row total})(\text{col total})}{N}

\chi^2 > \chi^2_{crit} \Rightarrow \text{reject independence}