Comparison of imputation variance estimators

Appropriate imputation inference requires both an unbiased imputation estimator and an unbiased variance estimator. The commonly used variance estimator, proposed by Rubin, can be biased when the imputation and analysis models are misspecified and/or incompatible. Robins and Wang proposed an alterna...

Full description

Bibliographic Details
Main Authors: Hughes, RA, Sterne, JAC, Tilling, K
Format: Online
Language:English
Published: SAGE Publications 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117137/