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Author Mallinckrodt, Craig, 1958-
Title A practical guide for preventing and treating missing data in longitudinal clinical trials [electronic resource] / Craig Mallinckrodt.
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOKS-DDA    AVAIL. ONLINE
Description 1 online resource.
Note Description based on print version record.
Bibliography Includes bibliographical references and index.
Contents Machine generated contents note: Part I. Background and Setting: 1. Why missing data matter; 2. Missing data mechanisms; 3. Estimands; Part II. Preventing Missing Data: 4. Trial design considerations; 5. Trial conduct considerations; Part III. Analytic Considerations: 6. Methods of estimation; 7. Models and modeling considerations; 8. Methods of dealing with missing data; Part IV. Analyses and the Analytic Road Map: 9. Analyses of incomplete data; 10. MNAR analyses; 11. Choosing primary estimands and analyses; 12. The analytic road map; 13. Analyzing incomplete categorical data; 14. Example; 15. Putting principles into practice.
Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Note Description based on print version record.
Subject Clinical trials -- Longitudinal studies.
Medical sciences -- Statistical methods.
Regression analysis -- Data processing.
Added Author Ebooks Corporation
Related To Original 9781107031388 1107031389 9781107679153 110767915X (DLC) 2012038442
ISBN 1139381660 (electronic bk.)
9781139381666 (electronic bk.)
9781107031388 (hardback)
1107031389 (hardback)
9781107679153 (paperback)
110767915X (paperback)
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