A Comparison of Imputation Strategies for Ordinal Missing Data on Likert Scale Variables

Multivariate Behavioral Research - Tập 50 Số 5 - Trang 484-503 - 2015
Wei Wu1, Fan Jia2, Craig K. Enders3
1a University of Kansas
2University of Kansas
3b Arizona State University

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1002/0470114754

10.4135/9780857020994.n4

Asparouhov T., 2010, Multiple imputation with Mplus

Asparouhov T., 2010, Bayesian analysis using Mplus: Technical implementation

10.1002/sim.2619

10.1037/1082-989X.6.4.330

10.1007/BF00162520

10.1080/02664760902744954

Dempster A.P., 1977, Journal of the Royal Statistical Society. Series B (Methodological), 1, 10.1111/j.2517-6161.1977.tb01600.x

10.1016/j.csda.2013.10.025

10.1214/aos/1176344552

10.1037/1082-989X.8.3.322

Enders C.K., 2010, Applied missing data analysis

Fan X., 2001, Educational and Psychological Measurement, 61, 517

Finch W.H., 2010, Journal of Data Science, 8, 361, 10.6339/JDS.2010.08(3).612

10.1214/ss/1177011136

10.1080/00273171.2012.640589

10.1186/1471-2458-12-918

10.18637/jss.v045.i07

10.1198/0003130032314

Lang K.M., 2015, What to do with incomplete nominal variables? A comparison of multiple imputation strategies

10.1002/sim.5445

Leite W., 2004, Journal of Modern Applied Statistical Methods, 9, 64, 10.22237/jmasm/1272686820

10.1002/9781119013563

10.1080/0022250X.1975.9989847

Muthén L.K., 1998, Mplus user's guide (, 7

Nunnally J.C., 1978, Psychometric theory (, 2

Raghunathan T.E., 2001, Survey Methodology, 27, 85

10.1037/a0029315

10.1002/9780470316696

10.1093/biomet/63.3.581

10.1007/s10488-014-0544-6

10.1207/s15327906mbr3304_5

10.1201/9781439821862

10.1093/aje/kwt312

10.1037/1082-989X.6.4.317

10.1093/bioinformatics/btr597

10.1177/0962280206074463

10.1201/b11826

van Buuren S., 2011, Journal of Statistical Software, 45

10.1002/sim.4067

10.1198/000313008X300912

Zumbo B.D., 2007, Journal of Modern Applied Statistical Methods, 6, 21, 10.22237/jmasm/1177992180