Growth curve models and statistical diagnostics

Growth-curve models are generalized multivariate analysis-of-variance models. These models are especially useful for investigating growth problems on short times in economics, biology, medical research, and epidemiology. This book systematically introduces the theory of the GCM with particular empha...

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Detalles Bibliográficos
Autores principales: Pan, Jian-Xin, Fang, Kai-Tai
Lenguaje:eng
Publicado: Springer 2002
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-0-387-21812-0
http://cds.cern.ch/record/2023525
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author Pan, Jian-Xin
Fang, Kai-Tai
author_facet Pan, Jian-Xin
Fang, Kai-Tai
author_sort Pan, Jian-Xin
collection CERN
description Growth-curve models are generalized multivariate analysis-of-variance models. These models are especially useful for investigating growth problems on short times in economics, biology, medical research, and epidemiology. This book systematically introduces the theory of the GCM with particular emphasis on their multivariate statistical diagnostics, which are based mainly on recent developments made by the authors and their collaborators. The authors provide complete proofs of theorems as well as practical data sets and MATLAB code.
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language eng
publishDate 2002
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spelling cern-20235252021-04-21T20:12:53Zdoi:10.1007/978-0-387-21812-0http://cds.cern.ch/record/2023525engPan, Jian-XinFang, Kai-TaiGrowth curve models and statistical diagnosticsMathematical Physics and MathematicsGrowth-curve models are generalized multivariate analysis-of-variance models. These models are especially useful for investigating growth problems on short times in economics, biology, medical research, and epidemiology. This book systematically introduces the theory of the GCM with particular emphasis on their multivariate statistical diagnostics, which are based mainly on recent developments made by the authors and their collaborators. The authors provide complete proofs of theorems as well as practical data sets and MATLAB code.Springeroai:cds.cern.ch:20235252002
spellingShingle Mathematical Physics and Mathematics
Pan, Jian-Xin
Fang, Kai-Tai
Growth curve models and statistical diagnostics
title Growth curve models and statistical diagnostics
title_full Growth curve models and statistical diagnostics
title_fullStr Growth curve models and statistical diagnostics
title_full_unstemmed Growth curve models and statistical diagnostics
title_short Growth curve models and statistical diagnostics
title_sort growth curve models and statistical diagnostics
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-0-387-21812-0
http://cds.cern.ch/record/2023525
work_keys_str_mv AT panjianxin growthcurvemodelsandstatisticaldiagnostics
AT fangkaitai growthcurvemodelsandstatisticaldiagnostics

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