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 |
|