Can I read R Packages for Multiple Imputation on EtoBox?
R Packages for Multiple Imputation by Hemant sharma is a document available to read on EtoBox.
What is R Packages for Multiple Imputation about?
The document discusses various R packages for multiple imputation, with a focus on the MICE package, which uses Multivariate Imputation via Chained Equations to handle missing data. It explains how MICE assumes missing data is Missing at Random (MAR) and provides methods for imputing missing values based on other variables. Practical examples are given, including generating missing values, visualizing missing data patterns, and performing imputations using the MICE package.
- Author
- Hemant sharma
- Language
- EN