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Analyzing Longitudinal Clinical Trial Data: A Practical Guide
Paperback
Series: Chapman & Hall/CRC Biostatistics
Medical ReferenceProbability & Statistics
ISBN13: 9780367736583
Publisher: CRC Press
Published: Dec 18 2020
Pages: 332
Weight: 1.23
Height: 0.60 Width: 6.10 Depth: 9.10
Language: English
Analyzing Longitudinal Clinical Trial Data: A Practical Guide provides practical and easy to implement approaches for bringing the latest theory on analysis of longitudinal clinical trial data into routine practice.The book, with its example-oriented approach that includes numerous SAS and R code fragments, is an essential resource for statisticians and graduate students specializing in medical research.
The authors provide clear descriptions of the relevant statistical theory and illustrate practical considerations for modeling longitudinal data. Topics covered include choice of endpoint and statistical test; modeling means and the correlations between repeated measurements; accounting for covariates; modeling categorical data; model verification; methods for incomplete (missing) data that includes the latest developments in sensitivity analyses, along with approaches for and issues in choosing estimands; and means for preventing missing data. Each chapter stands alone in its coverage of a topic. The concluding chapters provide detailed advice on how to integrate these independent topics into an over-arching study development process and statistical analysis plan.
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