Two-Way Tables & Relative Frequencies
Joint relative frequency: cell count ÷ total count
Marginal relative frequency: row total ÷ grand total OR column total ÷ grand total
Conditional relative frequency: cell count ÷ row total (or column total, depending on condition)
Reading tables: Always identify what the denominator is. "Given" language signals conditional—restrict to that row or column first.
Graphical displays: Side-by-side bar charts, segmented bar charts, mosaic plots show association by comparing distributions across categories.



