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Statistical Methods in Medical Research, ISSN 0962-2802, 8/2015, Volume 24, Issue 4, pp. 462 - 487
Missing covariate data commonly occur in epidemiological and clinical research, and are often dealt with using multiple imputation. Imputation of partially... 
multiple imputation | non-linearities | compatibility | rejection sampling | fully conditional specification | interactions | MEDICAL INFORMATICS | REGRESSION-MODELS | MISSING DATA | STATISTICS & PROBABILITY | HEALTH CARE SCIENCES & SERVICES | MATHEMATICAL & COMPUTATIONAL BIOLOGY | VALUES | Statistics - Methodology
Journal Article
Multivariate Behavioral Research, ISSN 0027-3171, 09/2018, Volume 53, Issue 5, pp. 695 - 713
Journal Article
Statistical methods in medical research, ISSN 0962-2802, 08/2015, Volume 24, Issue 4, p. 462
Missing covariate data commonly occur in epidemiological and clinical research, and are often dealt with using multiple imputation. Imputation of partially... 
Models, Statistical | Alzheimer's Disease Neuroimaging Initiative
Journal Article
International Journal of Methods in Psychiatric Research, ISSN 1049-8931, 03/2011, Volume 20, Issue 1, pp. 40 - 49
Multivariate imputation by chained equations (MICE) has emerged as a principled method of dealing with missing data. Despite properties that make MICE... 
multiple imputation | missing data | analyze | Multiple imputation | Missing data | Analyze | MISSING-DATA | MODELS | PSYCHIATRY | VALUES | FULLY CONDITIONAL SPECIFICATION | SOFTWARE | Models, Statistical | Epidemiologic Methods | Research Design | Humans | Data processing | Mathematical models | Reviews | software | Computer programs
Journal Article
JAMA - Journal of the American Medical Association, ISSN 0098-7484, 07/2015, Volume 314, Issue 3, pp. 255 - 264
Journal Article
Behaviour Research and Therapy, ISSN 0005-7967, 11/2017, Volume 98, pp. 4 - 18
Journal Article
Statistical Methods in Medical Research, ISSN 0962-2802, 6/2018, Volume 27, Issue 6, pp. 1634 - 1649
Journal Article
The American Statistician, ISSN 0003-1305, 10/2016, Volume 70, Issue 4, pp. 358 - 364
Multivariate normality is frequently assumed when multiple imputation is applied for missing data. When data are ordered categorical, imputing missing data... 
Missing completely at random | Nonresponse | Ordinal variable | STATISTICS & PROBABILITY | FULLY CONDITIONAL SPECIFICATION
Journal Article
Statistical Science, ISSN 0883-4237, 05/2018, Volume 33, Issue 2, p. 160
We present and compare multiple imputation methods for multilevel continuous and binary data where variables are systematically and sporadically missing. The... 
Fully conditional specification | Missing data | Joint modelling | Systematically missing values | Mathematics(all) | Multilevel data | Statistics and Probability | Multiple imputation | Mixed data | Statistics, Probability and Uncertainty
Journal Article
Statistical Science, ISSN 0883-4237, 05/2018, Volume 33, Issue 2, p. 160
We present and compare multiple imputation methods for multilevel continuous and binary data where variables are systematically and sporadically missing. The... 
Fully conditional specification | Missing data | Joint modelling | Systematically missing values | Mathematics(all) | Multilevel data | Statistics and Probability | Multiple imputation | Mixed data | Statistics, Probability and Uncertainty
Journal Article