Missing Data in Clinical Studies (häftad)
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Format
Inbunden (Hardback)
Språk
Engelska
Serie
Statistics in Practice (del 26)
Antal sidor
536
Utgivningsdatum
2007-03-09
Förlag
John Wiley & Sons Inc
Dimensioner
237 x 157 x 34 mm
Vikt
740 g
ISBN
9780470849811

Missing Data in Clinical Studies

av Geert Molenberghs, Michael Kenward
Inbunden,  Engelska, 2007-03-09
1154
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Missing Data in Clinical Studies provides a comprehensive account of the problems arising when data from clinical and related studies are incomplete, and presents the reader with approaches to effectively address them. The text provides a critique of conventional and simple methods before moving on to discuss more advanced approaches. The authors focus on practical and modeling concepts, providing an extensive set of case studies to illustrate the problems described. Provides a practical guide to the analysis of clinical trials and related studies with missing data. Examines the problems caused by missing data, enabling a complete understanding of how to overcome them. Presents conventional, simple methods to tackle these problems, before addressing more advanced approaches, including sensitivity analysis, and the MAR missingness mechanism. Illustrated throughout with real-life case studies and worked examples from clinical trials. Details the use and implementation of the necessary statistical software, primarily SAS. Missing Data in Clinical Studies has been developed through a series of courses and lectures. Its practical approach will appeal to applied statisticians and biomedical researchers, in particular those in the biopharmaceutical industry, medical and public health organisations. Graduate students of biostatistics will also find much of benefit.
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Geert Molenberghs, Michael Kenward

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Geert Molenberghs and Michael Kenward are the authors of Missing Data in Clinical Studies, published by Wiley.

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