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ISBN: 0470849819
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2007, ISBN: 0470849819
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2007, ISBN: 0470849819
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Details of the book - Missing Data in Clinical Studies
EAN (ISBN-13): 9780470849811
ISBN (ISBN-10): 0470849819
Hardcover
Paperback
Publishing year: 2007
Publisher: Wiley
504 Pages
Weight: 0,862 kg
Language: eng/Englisch
Book in our database since 2007-07-06T11:35:45-04:00 (New York)
Detail page last modified on 2023-07-16T20:18:02-04:00 (New York)
ISBN/EAN: 0470849819
ISBN - alternate spelling:
0-470-84981-9, 978-0-470-84981-1
Alternate spelling and related search-keywords:
Book author: geerts, molen
Book title: missing data clinical studies, missing out
Information from Publisher
Author: Geerts Molenberghs; Michael Kenward
Title: Statistics in Practice; Missing Data in Clinical Studies
Publisher: Wiley; John Wiley & Sons
526 Pages
Publishing year: 2007-03-09
Weight: 0,864 kg
Language: English
91,90 € (DE)
Not available (reason unspecified)
160mm x 232mm x 33mm
BB; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Biostatistics; Biostatistik; Clinical Trials; Klinische Studien; Statistics; Statistik; Biostatistik; Klinische Studien
Preface. Acknowledgements. I Preliminaries. 1 Introduction. 2 Key Examples. 3 Terminology and Framework. II Classical Techniques and the Need for Modelling. 4 A Perspective on Simple Methods. 5 Analysis of the Orthodontic Growth Data. 6 Analysis of the Depression Trials. III Missing at Random and Ignorability. 7 The Direct Likelihood Method. 8 The Expectation-Maximization Algorithm. 9 Multiple Imputation. 10 Weighted Estimating Equations. 11 Combining GEE and MI. 12 Likelihood-Based Frequentist Inference. 13 Analysis of the Age-Related Macular Degeneration Trial. 14 Incomplete Data and SAS. IV Missing Not at Random. 15 Selection Models. 16 Pattern-Mixture Models. 17 Shared-Parameter Models. 18 Protective Estimation. V Sensitivity Analysis. 19 MNAR, MAR, and the Nature of Sensitivity. 20 Sensitivity Happens. 21 Regions of Ignorance and Uncertainty. 22 Local and Global Influence Methods. 23 The Nature of Local Influence. 24 A Latent-Class Mixture Model for Incomplete Longitudinal Gaussian Data. VI Case Studies. 25 The Age-Related Macular Degeneration Trial. 26 The Vorozole Study. References. Index.More/other books that might be very similar to this book
Latest similar book:
9780470510445 Missing Data in Clinical Studies (Molenberghs, Geert; Kenward, Michael)
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