Analyzing Longitudinal Clinical Trial Data (inbunden)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Serie
Chapman & Hall CRC Biostatistics Series
Antal sidor
332
Utgivningsdatum
2020-12-18
Förlag
Taylor & Francis Ltd
Dimensioner
231 x 155 x 15 mm
Vikt
558 g
ISBN
9780367736583

Analyzing Longitudinal Clinical Trial Data

A Practical Guide

av Craig Mallinckrodt, Ilya Lipkovich, Craig Mallinckrodt, Ilya Lipkovich
Häftad,  Engelska, 2020-12-18
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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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Övrig information

Craig Mallinckrodt and Ilya Lipkovich each have extensive experience in medical research and longitudinal analyses. Dr. Mallinckrodt is a Research Fellow at Eli Lilly and Company and a Fellow of the American Statistical Association. He has won numerous awards, including the 2014 award for statistical excellence in the Pharmaceutical Industry from the Royal Statistical Society and PSI (Statisticians in the Pharmaceutical Industry). Dr. Lipkovich is a Principal Scientific Advisor at Quintiles. He is a widely-published author and frequent presenter at conferences and has developed a number of successful short courses and tutorials.

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