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International Statistical Review, ISSN 0306-7734, 05/2019, Volume 87, Issue S1, pp. S192 - S218
Journal Article
Academic Emergency Medicine, ISSN 1069-6563, 07/2007, Volume 14, Issue 7, pp. 662 - 668
Missing data are commonly encountered in clinical research. Unfortunately, they are often neglected or not properly handled during analytic procedures, and... 
last observation carried forward | regression imputation | worst case analysis | imputation | clinical research | bias | complete-case analysis | mean imputation | single imputation | statistical analysis | hot deck imputation | missing data | REGRESSION | TRIALS | WORST | EMERGENCY MEDICINE | VALUES | MULTIPLE IMPUTATION
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 11/2019, pp. 1 - 1
Data incompleteness is a common data quality problem in databases. Recent work proposes to retrieve missing string values from the World Wide Web for higher... 
Crowd | Web | Data Imputation
Journal Article
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 | MISSING DATA | STATISTICS & PROBABILITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MULTIPLE IMPUTATION | missing values | R
Journal Article
1987, Wiley series in probability and mathematical statistics. Applied probability and statistics, ISBN 9780471087052, xxix, 258 p. --
Book
Journal of Statistical Planning and Inference, ISSN 0378-3758, 05/2020, Volume 206, pp. 84 - 99
Item non-response in surveys is usually handled by single imputation, whose main objective is to reduce the non-response bias. Imputation methods need to be... 
Methodology | Statistics
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
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
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
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
Biometrika, ISSN 0006-3444, 12/2009, Volume 96, Issue 4, pp. 917 - 932
Journal Article
2018, 1, Chapman & Hall/CRC Interdisciplinary Statistics Series, ISBN 9781315151939, Volume 1, xxxii, 429 pages
Capture-recapture methods have been used in biology and ecology for more than 100 years. However, it is only recently that these methods have become popular in... 
Missing observations (Statistics) | Population forecasting | Social sciences | Sampling (Statistics) | Multiple imputation (Statistics) | Statistical methods | Medical statistics | Statistical Theory & Methods | Psychiatry | Psychological Methods & Statistics
Book