Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials
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"The main focus of this book is to introduce the generalized linear mixed-effects models with S:T repeated measures design, which provide a flexible and powerful tool to deal with longitudinal data with heterogeneity or variability among subject-specific responses and missing data. This book illustrates theoretical methodologies with a focus on the practicality with a wealth of real-life examples making it easy to understand the topics. It is well organized and contains SAS codes and outputs as useful references. In summary, this is an excellent book with a very good selection of examples. It is clearly written and is enjoyable to read."
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~Misoo C. Ellison, Merck & Co., Inc., Kenilworth, NJ
Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials is the first book focused on the application of generalized linear mixed models and its related models in the statistical design and analysis of repeated measures from randomized controlled trials. Les mer
The book will be of interest to biostatisticians, researchers, and graduate students in the medical and health sciences who are involved in clinical trials.
Author Website:
Data sets and programs used in the book are available at http://www.medstat.jp/downloadrepeatedcrc.html
Detaljer
- Forlag
- Chapman & Hall/CRC
- Innbinding
- Paperback
- Språk
- Engelsk
- Sider
- 360
- ISBN
- 9780367736385
- Utgivelsesår
- 2020
- Format
- 23 x 16 cm
Anmeldelser
«
"The main focus of this book is to introduce the generalized linear mixed-effects models with S:T repeated measures design, which provide a flexible and powerful tool to deal with longitudinal data with heterogeneity or variability among subject-specific responses and missing data. This book illustrates theoretical methodologies with a focus on the practicality with a wealth of real-life examples making it easy to understand the topics. It is well organized and contains SAS codes and outputs as useful references. In summary, this is an excellent book with a very good selection of examples. It is clearly written and is enjoyable to read."
»
~Misoo C. Ellison, Merck & Co., Inc., Kenilworth, NJ