Preventing and Treating Missing Data in Longitudinal Clinica (BOK)

Craig Mallinckrodt

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Recent decades have brought advances in statistical theory for missing data, which, combined with advances in computing ability, have allowed implementation of a wide array of analyses. In fact, so many methods are available that it can be difficult to ascertain when to use which method. This book focuses on the prevention and treatment of missing data in longitudinal clinical trials. Based on his extensive experience with missing data, the author offers advice on choosing analysis methods and on ways to prevent missing data through appropriate trial design and conduct. He offers a practical guide to key principles and explains analytic methods for the non-statistician using limited statistical notation and jargon. The book's goal is to present a comprehensive strategy for preventing and treating missing data, and to make available the programs used to conduct the analyses of the example dataset.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2013 Forfatter Craig Mallinckrodt
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9781107679153
Antall sider 180 Dimensjoner 17,6cm x 24,7cm x 1,1cm
Vekt 360 gram Leverandør Bertram Trading Ltd

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