Analysis Of Categorical Data With R [WORKING]

: Use prop.table() on a frequency table to find proportions. Multiplying by 100 provides percentages.

: Provides advanced tools for visualizing categorical data, including mosaic and association plots. confreq : Designed for Configural Frequency Analysis (CFA). Analysis of categorical data with R

: The table() function generates counts for each category. : Use prop

Inferential methods allow researchers to test hypotheses about categorical relationships in a population. Analysis of categorical data with R

: Useful for visualizing contingency tables, showing the relative proportion of each combination of categories.