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Franklin Record - A practical guide for preventing and treating missing data in longitudinal clinical trials [electronic resource] / Craig Mallinckrodt.

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A practical guide for preventing and treating missing data in longitudinal clinical trials [electronic resource] / Craig Mallinckrodt.

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Author/Creator:
Mallinckrodt, Craig, 1958-
Publication:
Cambridge : Cambridge University Press, 2013.
Series:
Practical guides to biostatistics and epidemiology
Format/Description:
Book
1 online resource.
Subjects:
Clinical trials -- Longitudinal studies.
Medical sciences -- Statistical methods.
Regression analysis -- Data processing.
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.
Notes:
Description based on print version record.
Includes bibliographical references and index.
Electronic reproduction. Ipswich, MA Available via World Wide Web.
Description based on print version record.
Local notes:
Acquired for the Penn Libraries with assistance from the Louis B. Flexner Medical Book Fund.
Contributor:
EBSCOhost
Louis B. Flexner Medical Book Fund.
ISBN:
1139381660 (electronic bk.)
9781139381666 (electronic bk.)
9781107031388 (hardback)
1107031389 (hardback)
9781107679153 (paperback)
110767915X (paperback)
Publisher no.:
99952877889
Web link:
The Louis B. Flexner Medical Book Fund Home Page
The Louis B. Flexner Medical Book Fund Home Page  Bookplate

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