Publications [#258564] of Jerome P. Reiter

Papers Published

1. Kinney, SK; Reiter, JP, Inferences for two stage multiple imputation for nonresponse, Journal of Statistical Theory and Practice, vol. 3 no. 2 (2009), pp. 307-318, Informa UK Limited [doi]
   (last updated on 2026/01/17)

   Abstract:
   Multiple imputation is a common approach for handling missing data. It allows users to make valid inferences using standard complete-data methods with simple combining rules. A variation is to partition the missing data into two portions and conduct the imputation in two stages. We review two-stage multiple imputation and existing inferential methods and derive an alternative reference F-distribution for large sample hypothesis testing for high-dimensional estimands. We also derive formulas for estimating rates of missing information. AMS Subject Classification: 62H15; 62D05. © 2009 Taylor & Francis Group, LLC. All rights reserved.