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Analysis of Longitudinal Data with Examples.

Analysis of Longitudinal Data with Examples.

・ISBN 978-1-4987-6460-5 hard GB£ 103.99

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-315-15363-6

著者・編者Wang, You-Gan / Fu, Liya / Paul, Sudhir,
出版社(Chapman & Hall/CRC, US)
出版年月2022
ページ数252 pp.
言語ENG
ニュース番号<M25-6408>

解説

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