Kleinke, Kristian ; de Jong, Roel; Spiess, Martin; Reinecke, Jost: Multiple imputation of incomplete ordinary and overdispersed count data
Inhalt
- Introduction
- Theoretical Background
- Missing Data
- Multiple Imputation in a Nutshell
- Multiple Imputation by Chained Equations
- The mice Software in R
- Count Data Analysis and Imputation
- Study 1: Estimation Precision of Poisson and Quasi-Poisson imputation
- Results
- Study 2: Robustness to MNAR Processes
- Discussion