Power calculation in multiply imputed data

• Published in: Statistical papers (Berlin, Germany) Vol. 62; no. 1; pp. 533 - 559
• Main Authors: Zha, Ruochen, Harel, Ofer
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2021; Springer Nature B.V
• Subjects: Data analysis; Economic Theory/Quantitative Economics/Mathematical Methods; Economics; Finance; Insurance; Management; Mathematical analysis; Mathematics and Statistics; Operations Research/Decision Theory; Probability Theory and Stochastic Processes; Regular Article; Simulation; Statistics; Statistics for Business

Multiple imputation (MI) has been proven an effective procedure to deal with incomplete datasets. Compared with complete case analysis (CCA), MI is more efficient since it uses the information provided by incomplete cases which are simply discarded in CCA. A few simulation studies have shown that st...