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Analysis of longitudinal data with examples /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Analysis of longitudinal data with examples // You-Gan Wang, Liya Fu, Sudhir Paul.
Author:	Wang, You-Gan.
other author:	Fu, Liya.
Published:	Boca Raton, FL :CRC Press, : c2022.,
Description:	xxv, 225 p. :ill. ; : 24 cm.;
Subject:	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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020 $a 9781498764605 (hbk.) : $c NT3295
020 $a 9781032196527 (pbk.)
020 $z 9781315153636 (ebk.)
035 $a (OCoLC)1112376570
040 $a UKMGB $b eng $e aacr2 $c UKMGB $d OCLCO $d OCLCF $d YDX $d OCLCO $d THU
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050 # 4 $a QA278.2 $b .W36 2022
082 0 # $b W184 $y 2022 $a 519.537 $2 23
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 Longitudinal method. $3 562081
650 # 0 $a Correlation (Statistics) $3 560049
700 1 # $a Fu, Liya. $3 1423979
700 1 # $a Paul, Sudhir. $3 1423980