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1. Missing data in clinical studies
by Molenberghs, Geert and Kenward, Michael G., 1956
2007, 1. Aufl., Statistics in practice, ISBN 9780470849811, xx, 504
Missing Data in Clinical Studiesprovides a comprehensive account of the problems arising when data from clinical and related studies are incomplete, and... 
Missing observations (Statistics) | Data Interpretation, Statistical | methods | Statistical methods | Statistics | Clinical Trials | Research Design | Clinical trials
Book
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2. Bayesian missing data problems
: EM, data augmentation and noniterative computation
by Tan, Ming T and Ng, Kai Wang and Tian, Guo-Liang
2010, Chapman & Hall/CRC biostatistics series, ISBN 142007749X, Volume 32, xviii, 328
Missing observations (Statistics) | Bayesian statistical decision theory
Book
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3. Data streams
: algorithms and applications
by Muthukrishnan, S
2005, Foundations and trends in theoretical computer science, ISBN 9781933019147, Volume 1, issue 2 (2005), Issue 2, vi, 126
Missing observations (Statistics) | Computer science | Computable functions | Mathematics | Algorithms
Book
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4. Missing data in longitudinal studies
: strategies for Bayesian modeling and sensitivity analysis
by Daniels, M. J
2008, ISBN 1584886099, xx, 303
Book
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5. Missing data
by Allison, Paul David
2002, Quantitative applications in the social sciences, ISBN 9780761916727, Volume no. 07-136, vi, 93
"…an excellent resource for researchers who are conducting multivariate statistical studies.". 
Missing observations (Statistics) | Mathematical statistics
Book
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6. Missing data
: a gentle introduction
by McKnight, Patrick E
2007, ISBN 1593853947, xv, 251
Missing observations (Statistics) | Social sciences -- Research -- Methodology
Book
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7. Full Text Computational intelligence for missing data imputation, estimation and management
: knowledge optimization techniques
by Marwala, Tshilidzi, 1971
2009, ISBN 1605663360, 326
"This book is for those who use data analysis to build decision support systems, particularly engineers, scientists and statisticians"--Provided by publisher. 
Decision support systems | Missing observations (Statistics) | Data processing | Statistical decision | Computational intelligence | Applications of Computing
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8. Missing data
: analysis and design
by Graham, John W
2012, Statistics for social and behavioral sciences., ISBN 9781461440185
Missing observations (Statistics)
Web Resource
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9. Applied missing data analysis
by Enders, Craig K
2010, Methodology in the social sciences, ISBN 9781606236390, xv, 377
Missing observations (Statistics) | Statistical methods | Research | Methodology | Social sciences
Book
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10. Full Text Missing Data
: Five Practical Guidelines
by Newman, Daniel A
Organizational Research Methods, ISSN 1094-4281, 10/2014, Volume 17, Issue 4, pp. 372 - 411
Missing data (a) reside at three missing data levels of analysis (item-, construct-, and person-level), (b) arise from three missing data mechanisms (missing... 
multiple imputation | EM algorithm | full information maximum likelihood (FIML) | R syntax/R code | missing data | INCOMPLETE DATA | MAXIMUM-LIKELIHOOD | IMPUTATION | METAANALYSIS | MANAGEMENT | PSYCHOLOGICAL-RESEARCH | PSYCHOLOGY, APPLIED | ORGANIZATIONAL SURVEY | RESPONSE RATES | SAMPLE SELECTION BIAS | STRUCTURAL EQUATION MODELS | VARIABLES | Missing data | Mathematical analysis | Bias | Deletion | Regression | Mathematical models | Estimates | Guidelines
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11. Missing data and small-area estimation
: modern analytical equipment for the survey statistician
by Longford, Nicholas T
2005, ISBN 1852337605, xv, 357
Book
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12. Full Text Missing Data
by Ware, James H and Harrington, David and Hunter, David J and D'Agostino, Ralph B
The New England Journal of Medicine, ISSN 0028-4793, 10/2012, Volume 367, Issue 14, pp. 1353 - 1354
The statistical consultants to the Journal provide guidance on missing data in reports submitted for publication. Missing data threaten the validity of many... 
MEDICINE, GENERAL & INTERNAL | Missing observations (Statistics) | Clinical trials | Usage | Information management | Studies | Validity | Sensitivity analysis
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13. Flexible imputation of missing data
by Buuren, Stef van
2012, Chapman & Hall/CRC interdisciplinary statistics series, ISBN 9781439868249, xxv, 316
"Preface We are surrounded by missing data. Problems created by missing data in statistical analysis have long been swept under the carpet. These times are now... 
Missing observations (Statistics) | Multivariate analysis | Multiple imputation (Statistics)
Book
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14. Full Text The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) Statement
by Benchimol, Eric I and Smeeth, Liam and Guttmann, Astrid and Harron, Katie and Moher, David and Peteresen, Irene and Sørensen, Henrik T and von Elm, Erik and Langan, Sinéad M and RECORD Working Comm and RECORD Working Committee
PLoS Medicine, ISSN 1549-1277, 2015, Volume 12, Issue 10, p. e1001885
Routinely collected health data, obtained for administrative and clinical purposes without specific a priori research goals, are increasingly used for... 
MORTALITY | RANDOMIZED CONTROLLED-TRIALS | MEDICINE, GENERAL & INTERNAL | PRIMARY-CARE | QUALITY | PROPENSITY SCORE | MISSING DATA | VALIDATION | MULTIPLE IMPUTATION | LINKAGE | CANCER | Checklist | Observational Studies as Topic | Biomedical Research | Guidelines as Topic | Research Design | Research Report - standards | Clinical trials | Usage | Analysis | Health planning | Health care | Medical research | Health services | Funding | Mortality | Preventive medicine | Epidemiology | Primary care | Data bases | Studies | Hospitals | Algorithms | Surveillance | Editors | Data collection | Population | Clinical medicine | Peer review | Public health | Cancer
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15. Handbook of missing data methodology
by Kenward, Michael G., 1956- editor and Tsiatis, Anastasios A. editor. (Anastasios Athanasios) and Fitzmaurice, Garrett M., 1962- editor and Verbeke, Geert, editor and Molenberghs, Geert, editor
2015, Chapman & Hall/CRC handbooks of modern statistical methods, ISBN 1439854610, xxiv, 574
Missing observations (Statistics) | Methodology | Statistics
Book
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16. Analysis of messy data
by Milliken, George A., 1943 and Johnson, Dallas E., 1938
2009, 2nd ed., ISBN 9781584883340, v. <1- >
Sampling (Statistics) | Experimental design | Analysis of variance
Book
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17. Mixed effects models for complex data
by Wu, Lang
2010, Monographs on statistics and applied probability, ISBN 9781420074024, Volume 113., xx, 419
Statistiques mathématiques | Multilevel models (Statistics) | Méthode longitudinale | Mathematical statistics | Longitudinal methods | Modèles multiniveaux (Statistique)
Book
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18. Full Text pcaMethods-a bioconductor package providing PCA methods for incomplete data
by Stacklies, Wolfram and Redestig, Henning and Scholz, Matthias and Walther, Dirk and Selbig, Joachim
Bioinformatics, ISSN 1367-4803, 5/2007, Volume 23, Issue 9, pp. 1164 - 1167
pcaMethods is a Bioconductor compliant library for computing principal component analysis (PCA) on incomplete data sets. The results can be analyzed directly... 
IMPUTATION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MICROARRAY | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY | MISSING VALUE ESTIMATION | EXPRESSION DATA | Sample Size | Algorithms | Information Storage and Retrieval - methods | Oligonucleotide Array Sequence Analysis - methods | Databases, Genetic | Gene Expression Profiling - methods | Models, Genetic | Software | Models, Statistical | Principal Component Analysis
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19. Data, models and statistical analysis
by Cooper, R. A. (Ron A.) and Weekes, A. J. (Tony J.)
10/1982, ISBN 086003139X, xv, 400
Social sciences | Statistical methods
Book
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20. Full Text Applied Bayesian modeling and causal inference from incomplete-data perspectives
: an essential journey with Donald Rubin's statistical family
by Rubin, Donald B and Gelman, Andrew and Meng, Xiao-Li
2004, Wiley series in probability and statistics, ISBN 047009043X
Bayesian statistical decision theory | Missing observations (Statistics)
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