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Book Cover
EBOOK
Title Handbook of missing data methodology / edited by Geert Molenberghs, Garrett Fitzmaurice, Michael G. Kenward, Anastasios Tsiatis, Geert Verbeke.

Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOK-Ebook Central    AVAIL. ONLINE
Description 1 online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Series Chapman & Hall/CRC handbooks of modern statistical methods.
Note Description based on print version record.
"A Chapman & Hall book."
Bibliography Includes bibliographical references and index.
Contents Introduction and preliminaries / Garrett M. Fitzmaurice, Michael G. Kenward, Geert Molenberghs, Geert Verbeke, and Anastasios A. Tsiatis -- Developments of methods and critique of ad hoc methods / James R. Carpenter and Michael G. Kenward -- Introduction and overview / Michael G. Kenward, Geert Molenberghs, and Geert Verbeke -- Perspective and historical overview / Michael G. Kenward and Geert Molenberghs -- Bayesian methods / Michael J. Daniels and Joseph W. Hogan -- Joint modeling of longitudinal and time-to-event data / Dimitris Rizopoulos -- Introduction and overview / Garrett M. Fitzmaurice -- Missing data methods: a semi-parametric perspective / Anastasios A. Tsiatis and Marie Davidian -- Double-robust methods / Andrea Rotnitzky and Stijn Vansteelandt -- Pseudo-likelihood methods for incomplete data / Geert Molenberghs and Michael G. Kenward -- Introduction / Michael G. Kenward -- Multiple imputation: perspective and historical overview / John B. Carlin -- Fully conditional specification / Stef van Buuren -- Multilevel multiple imputation / Harvey Goldstein and James R. Carpenter -- Introduction and overview / Geert Molenberghs, Geert Verbeke, and Michael G. Kenward -- A likelihood-based perspective / Geert Verbeke, Geert Molenberghs, and Michael G. Kenward -- A semi-parametric perspective / Stijn Vansteelandt -- Bayesian sensitivity analysis / Joseph W. Hogan, Michael J. Daniels, and Liangyuan Hu -- Sensitivity analysis with multiple imputation / James R. Carpenter and Michael G. Kenward -- The elicitation and use of expert opinion / Ian R. White -- Introduction and overview / Geert Molenberghs -- Missing data in clinical trials / Craig Mallinckrodt -- Missing data in sample surveys / Thomas R. Belin and Juwon Song -- Model diagnostics / Dimitris Rizopoulos, Geert Molenberghs, and Geert Verbeke.
Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Note Description based on print version record.
Subject Missing observations (Statistics)
Statistics -- Methodology.
Models, Statistical.
Added Author Molenberghs, Geert, editor.
Fitzmaurice, Garrett M., 1962- editor.
Kenward, Michael G., 1956- editor.
Tsiatis, Anastasios A. (Anastasios Athanasios), editor.
Verbeke, Geert, editor.
Ebooks Corporation
Added Title Missing data methodology
Related To Original 9781439854617 1439854610 1439854629 (DLC) 2014039480
ISBN 1439854629 (electronic bk.)
9781439854624 (electronic bk.)
9781439854617 (hardcover : alk. paper)
1439854610 (hardcover : alk. paper)
OCLC # EBC1591595
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