Lee KJ - Search Results

1

Gaps in the usage and reporting of multiple imputation for incomplete data: findings from a scoping review of observational studies addressing causal questions.

Mainzer RM, Moreno-Betancur M, Nguyen CD, Simpson JA, Carlin JB, Lee KJ. Mainzer RM, et al. Among authors: lee kj. BMC Med Res Methodol. 2024 Sep 4;24(1):193. doi: 10.1186/s12874-024-02302-6. BMC Med Res Methodol. 2024. PMID: 39232661 Free PMC article. Review.

2

Multiple imputation for missing data: fully conditional specification versus multivariate normal imputation.

Lee KJ, Carlin JB. Lee KJ, et al. Am J Epidemiol. 2010 Mar 1;171(5):624-32. doi: 10.1093/aje/kwp425. Epub 2010 Jan 27. Am J Epidemiol. 2010. PMID: 20106935

3

Diagnosing problems with imputation models using the Kolmogorov-Smirnov test: a simulation study.

Nguyen CD, Carlin JB, Lee KJ. Nguyen CD, et al. Among authors: lee kj. BMC Med Res Methodol. 2013 Nov 20;13:144. doi: 10.1186/1471-2288-13-144. BMC Med Res Methodol. 2013. PMID: 24252653 Free PMC article.

4

Introduction to multiple imputation for dealing with missing data.

Lee KJ, Simpson JA. Lee KJ, et al. Respirology. 2014 Feb;19(2):162-167. doi: 10.1111/resp.12226. Epub 2013 Dec 23. Respirology. 2014. PMID: 24372814 Free article. Review.

5

Comparison of methods for imputing limited-range variables: a simulation study.

Rodwell L, Lee KJ, Romaniuk H, Carlin JB. Rodwell L, et al. Among authors: lee kj. BMC Med Res Methodol. 2014 Apr 26;14:57. doi: 10.1186/1471-2288-14-57. BMC Med Res Methodol. 2014. PMID: 24766825 Free PMC article.

6

The rise of multiple imputation: a review of the reporting and implementation of the method in medical research.

Hayati Rezvan P, Lee KJ, Simpson JA. Hayati Rezvan P, et al. Among authors: lee kj. BMC Med Res Methodol. 2015 Apr 7;15:30. doi: 10.1186/s12874-015-0022-1. BMC Med Res Methodol. 2015. PMID: 25880850 Free PMC article. Review.

7

Posterior predictive checking of multiple imputation models.

Nguyen CD, Lee KJ, Carlin JB. Nguyen CD, et al. Among authors: lee kj. Biom J. 2015 Jul;57(4):676-94. doi: 10.1002/bimj.201400034. Epub 2015 May 3. Biom J. 2015. PMID: 25939490

8

Evaluation of a weighting approach for performing sensitivity analysis after multiple imputation.

Rezvan PH, White IR, Lee KJ, Carlin JB, Simpson JA. Rezvan PH, et al. Among authors: lee kj. BMC Med Res Methodol. 2015 Oct 13;15:83. doi: 10.1186/s12874-015-0074-2. BMC Med Res Methodol. 2015. PMID: 26464305 Free PMC article.

9

Multiple imputation in the presence of non-normal data.

Lee KJ, Carlin JB. Lee KJ, et al. Stat Med. 2017 Feb 20;36(4):606-617. doi: 10.1002/sim.7173. Epub 2016 Nov 15. Stat Med. 2017. PMID: 27862164

10

A comparison of multiple imputation methods for handling missing values in longitudinal data in the presence of a time-varying covariate with a non-linear association with time: a simulation study.

De Silva AP, Moreno-Betancur M, De Livera AM, Lee KJ, Simpson JA. De Silva AP, et al. Among authors: lee kj. BMC Med Res Methodol. 2017 Jul 25;17(1):114. doi: 10.1186/s12874-017-0372-y. BMC Med Res Methodol. 2017. PMID: 28743256 Free PMC article.

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