MULTIPLE Imputation & Its Application (Book)CARPENTER, James R.KENWARD, Michael G., 1956-MULTIPLE imputation (Statistics)NONFICTIONNo abstract is available for this article.doi:10.1111/insr.12051_13Klaus NordhausenSchool of Information Sciences FI-33014 University of Tampere...
Multiple Imputation and its Application, by James R. Carpenter and Michael G. Kenward, provides an excellent review of multiple imputation (MI) from basic to advanced concepts. MI is a statistical method for analyzing incomplete data. The flexibility of the MI procedure has prompted its use in...
Multiple imputation and its application. Hoboken: Wiley; 2023. Book Google Scholar Download references Acknowledgements Not applicable. Funding This work was supported by Australian National Health and Medical Research Council (NHMRC) Investigator Grant Leadership Level 1 grants (grant 1196068 awarded to...
Multiple Imputation Under Power Polynomials Although the normality assumption has been regarded as a mathematical convenience for inferential purposes due to its nice distributional properties, there... HAKAN DEMIRTAS,DONALD HEDEKER - Communications in Statistics - Simulation and Computation 被引量: 30发表...
Finally, some real data analyses are performed to compare the before and after imputation results. Published 2016. This article is a U.S. Government work and is in the public domain in the USA. 展开 关键词: accelerometer data missing primary sampling units multiple imputation alternative ...
Multiple Group Decision Making for Selecting Emergency Alternatives: A Novel Method Based on the LDWPA Operator and LD-MABAC Fei TengXia LiangYan Sun Apr 2020 When an emergency event occurs, it is critical to respond in the shortest possible time. Therefore, the rationality and effectiveness of ...
In this review, application of multiple imputations, as a novel technique for handling missing data in health and epidemiological research, is briefly discussed.Mir Mohammadkhani, MajidHolakouie Naieni, KouroshJournal of School of Public Health & Institute of Public Health Research...
Framelet kernels with applications to support vector regression and regularization networks. IEEE transactions on systems, man, and cybernetics Part B. Cybernetics: Publication IEEE Syst Man Cybernetics Soc. 2010;40(4):1128–44. Google Scholar Zhao Y, Long Q. Multiple imputation in the presence ...
Multiple Imputation And Its Application level multiple imputation, sensitivity analysis via multiple imputation, using non-response weights with multiple imputation and doubly robust multiple imputation... Carpenter JR,Kenward MG - John Wiley & Sons, 被引量: 524发表: 2012年 Sensitivity...
We used four methods to investigate the influence of respectively sampling and imputation variation: MI only, bootstrap only, and two methods that combine MI and bootstrapping. Variables were selected based on the inclusion frequency of each prognostic variable, i.e. the proportion of times that...