mice package

The mice package in R is a tool used to handle missing data through a method called multivariate imputation by chained equations. It estimates and fills in missing values based on the information available in other variables, creating multiple complete datasets. Analysts can then perform statistical analysis on these datasets and combine the results, which provides more accurate insights than simply ignoring missing data. Mice helps maintain the integrity of data analysis when some information is incomplete, ensuring more reliable and robust conclusions.