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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:	Paul, Sudhir.
出版者:	Boca Raton, FL :CRC Press, : c2022.,
面頁冊數:	xxv, 225 p. :ill. ; : 24 cm.;
標題:	Correlation (Statistics) -
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:

560049
Correlation (Statistics)

LC Class. No.: QA278.2 / .W36 2022

Dewey Class. No.: 519.537 / W184

Analysis of longitudinal data with examples /
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100 1 $a Wang, You-Gan. $3 1423978
245 1 0 $a Analysis of longitudinal data with examples / $c You-Gan Wang, Liya Fu, Sudhir Paul.
250 $a 1st ed.
260 # $a Boca Raton, FL : $b CRC Press, $c c2022.
300 $a xxv, 225 p. : $b ill. ; $c 24 cm.
504 $a Includes bibliographical references and indexes.
520 # $a 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.
650 # 0 $a Correlation (Statistics) $3 560049
650 # 0 $a Longitudinal method. $3 562081
700 1 # $a Paul, Sudhir. $3 1423980
700 1 # $a Fu, Liya. $3 1423979