Mixed Effects Models In S And S-Plus - Couverture rigide

Pinheiro, José-C

 
9780387989570: Mixed Effects Models In S And S-Plus
Couverture rigide
ISBN 10 : 0387989579 ISBN 13 : 9780387989570
Editeur : Springer-Verlag New York Inc., 2000

Synopsis

Mixed Effects Models involve measurements made over time on an individual in an experiment. This book presents the most recent techniques for analyzing this type of data in the statistical software program S-PLUS. It will be of interest to researchers and graduate students in statistics, biostatistics, and epidemiology.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

An overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. The authors present a unified model-building strategy for both models and apply this to the analysis of over 20 real datasets from a wide variety of areas, including pharmacokinetics, agriculture, and manufacturing. Much emphasis is placed on the use of graphical displays at the various phases of the model-building process, starting with exploratory plots of the data and concluding with diagnostic plots to assess the adequacy of a fitted model. The NLME library for analyzing mixed-effects models in S and S-PLUS, developed by the authors, provides the underlying software for implementing the methods presented. This balanced mix of real data examples, modeling software, and theory makes the book a useful reference for practitioners who use, or intend to use, mixed-effects models in their data analyses. It can also be used as a text for a one-semester graduate-level applied course.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag New York Inc.
Date d'édition
2000
Langue
anglais
ISBN 10 
0387989579
ISBN 13 
9780387989570
Reliure
Relié
Numéro d'édition
1
Nombre de pages
528
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Autres éditions populaires du même titre

9781441903174: Mixed-Effects Models in S and S-PLUS (Statistics and Computing)

Edition présentée

ISBN 10 :  1441903178 ISBN 13 :  9781441903174
Editeur : Springer, 2009
Couverture souple