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International Statistical Review, ISSN 0306-7734, 05/2019, Volume 87, Issue S1, pp. S192 - S218
Journal Article
1987, Wiley series in probability and mathematical statistics. Applied probability and statistics, ISBN 9780471087052, xxix, 258 p. --
Book
Journal of Statistical Software, ISSN 1548-7660, 2016, Volume 74, Issue 7, pp. 1 - 16
The package VIM (Templ, Alfons, Kowarik, and Prantner 2016) is developed to explore and analyze the structure of missing values in data using visualization... 
Imputation methods | Missing values | imputation methods | R | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MISSING DATA | STATISTICS & PROBABILITY | MULTIPLE IMPUTATION | missing values
Journal Article
Behavior Research Methods, ISSN 1554-351X, 10/2018, Volume 50, Issue 5, pp. 1824 - 1840
When datasets are affected by nonresponse, imputation of the missing values is a viable solution. However, most imputation routines implemented in commonly... 
Linear mixed model | Hierarchical multiple imputation | Cluster-specific fixed-effects imputation approach | Multilevel imputation approach | RANDOMIZED-TRIALS | MODELS | MISSING DATA | MULTIPLE-IMPUTATION | PSYCHOLOGY, MATHEMATICAL | OUTCOMES | PSYCHOLOGY, EXPERIMENTAL | STRATEGIES | Index Medicus
Journal Article
American Journal of Epidemiology, ISSN 0002-9262, 2012, Volume 175, Issue 3, pp. 210 - 217
Journal Article
Statistical Science, ISSN 0883-4237, 2016, Volume 31, Issue 3, pp. 415 - 432
Journal Article
PSYCHOLOGICAL METHODS, ISSN 1082-989X, 12/2001, Volume 6, Issue 4, pp. 330 - 351
Two classes of modern missing data procedures, maximum likelihood (ML) and multiple imputation (MI), tend to yield similar results when implemented in... 
PSYCHOLOGY, MULTIDISCIPLINARY | MULTIPLE-IMPUTATION
Journal Article
2006, ISBN 9780521674362, ix, 489
Matched sampling is often used to help assess the causal effect of some exposure or intervention, typically when randomized experiments are not available or... 
Sampling (Statistics) | Statistical matching | Mathematics
Book
Clinical Pharmacology & Therapeutics, ISSN 0009-9236, 08/2018, Volume 104, Issue 2, pp. 239 - 241
On December 8, 2016, the New England Journal of Medicine published a sounding board on Real World Evidence (RWE) 1 by the US Food and Drug Administration (FDA)... 
PHARMACOLOGY & PHARMACY | MULTIPLE IMPUTATION
Journal Article
Pattern Recognition, ISSN 0031-3203, 2008, Volume 41, Issue 12, pp. 3692 - 3705
Numerous industrial and research databases include missing values. It is not uncommon to encounter databases that have up to a half of the entries missing,... 
Multiple imputations | Missing values | Single imputation | Classification | Imputation of missing values | multiple imputations | DATABASES | single imputation | classification | imputation of missing values | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | missing values | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Ecology and Evolution, ISSN 2045-7758, 04/2014, Volume 4, Issue 7, pp. 944 - 958
Journal Article