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Analysis of longitudinal data with examples /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Analysis of longitudinal data with examples // You-Gan Wang, Liya Fu, Sudhir Paul.
作者:
Wang, You-Gan.
其他作者:
Fu, Liya.
出版者:
Boca Raton, FL :CRC Press, : c2022.,
面頁冊數:
xxv, 225 p. :ill. ; : 24 cm.;
標題:
Longitudinal method. -
ISBN:
9781498764605 (hbk.) :
Analysis of longitudinal data with examples /
Wang, You-Gan.
Analysis of longitudinal data with examples /
You-Gan Wang, Liya Fu, Sudhir Paul. - 1st ed. - Boca Raton, FL :CRC Press,c2022. - xxv, 225 p. :ill. ;24 cm.
Includes bibliographical references and indexes.
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.
ISBN: 9781498764605 (hbk.) :NT3295 Subjects--Topical Terms:
562081
Longitudinal method.
LC Class. No.: QA278.2 / .W36 2022
Dewey Class. No.: 519.537 / W184
Analysis of longitudinal data with examples /
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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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