Analysis Of Categorical Data - With R

: Provides functions for multivariate categorical data analysis using the Akaike Information Criterion (AIC). Categorical Data Descriptive Statistics

: 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

: Use prop.table() on a frequency table to find proportions. Multiplying by 100 provides percentages. Analysis of categorical data with R

For more advanced categorical analysis, these packages are widely used: Analysis of categorical data with R

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

Descriptive analysis focuses on summarizing frequency and distribution.