Analyzing Longitudinal Clinical Trial Data : A Practical Guide Paperback / softback
by Craig (Eli Lilly Research Laboratories, Indianapolis, Indiana, USA) Mallinckrodt, Ilya (Quintiles, Durham, North Carolina, USA) Lipkovich
Part of the Chapman & Hall/CRC Biostatistics Series series
Paperback / softback
Description
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.
Information
-
Out of stock
- Format:Paperback / softback
- Pages:302 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:18/12/2020
- Category:
- ISBN:9780367736583
Information
-
Out of stock
- Format:Paperback / softback
- Pages:302 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:18/12/2020
- Category:
- ISBN:9780367736583
