Analysis of Longitudinal Data with Example
- ISBN-10
- 1351649671
- ISBN-13
- 9781351649674
- Category
- Mathematics
- Pages
- 248
- Language
- English
- Published
- 2022-01-28
- Publisher
- CRC Press
- Authors
- You-Gan Wang, Liya Fu, Sudhir Paul
Description
Development in methodology on longitudinal data is fast. Currently, there are a lack of intermediate /advanced level textbooks which introduce students and practicing statisticians to the updated methods on correlated data inference. This book will present a discussion of the modern approaches to inference, including the links between the theories of estimators and various types of efficient statistical models including likelihood-based approaches. The theory will be supported with practical examples of R-codes and R-packages applied to interesting case-studies from a number of different areas. Key Features: •Includes the most up-to-date methods •Use simple examples to demonstrate complex methods •Uses real data from a number of areas •Examples utilize R code
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