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.
Ilya Lipkovich & Craig Mallinckrodt
Analyzing Longitudinal Clinical Trial Data [PDF ebook]
A Practical Guide
Analyzing Longitudinal Clinical Trial Data [PDF ebook]
A Practical Guide
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Dil İngilizce ● Biçim PDF ● Sayfalar 336 ● ISBN 9781351737692 ● Yayımcı CRC Press ● Yayınlanan 2016 ● İndirilebilir 3 kez ● Döviz EUR ● Kimlik 5028571 ● Kopya koruma Adobe DRM
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