Mixed models : theory and applications with R /

"Mixed modeling is one of the most promising and exciting areas of statistical analysis, enabling the analysis of nontraditional, clustered data that may come in the form of shapes or images. This book provides in-depth mathematical coverage of mixed models' statistical properties and nume...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Demidenko, Eugene, 1948-
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Hoboken : Wiley, 2013.
Έκδοση:Second [edition].
Σειρά:Wiley series in probability and statistics ; 893.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Περιγραφή
Περίληψη:"Mixed modeling is one of the most promising and exciting areas of statistical analysis, enabling the analysis of nontraditional, clustered data that may come in the form of shapes or images. This book provides in-depth mathematical coverage of mixed models' statistical properties and numerical algorithms, as well as applications such as the analysis of tumor regrowth, shape, and image. The new edition includes significant updating, over 300 exercises, stimulating chapter projects and model simulations, inclusion of R subroutines, and a revised text format. The target audience continues to be graduate students and researchers. An author-maintained web site is available with solutions to exercises and a compendium of relevant data sets"--
Φυσική περιγραφή:1 online resource.
Βιβλιογραφία:Includes bibliographical references and index.
ISBN:9781118592991
1118592999
9781118593066
1118593065
9781118593011
1118593014
9781118651537
1118651537
1118091574
9781118091579
DOI:10.1002/9781118651537