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Mixed-Effects Models in S and S-PLUS (Paperback, Softcover reprint of the original 1st ed. 2000) Loot Price: R6,721
Discovery Miles 67 210
Mixed-Effects Models in S and S-PLUS (Paperback, Softcover reprint of the original 1st ed. 2000): Jose Pinheiro, Douglas Bates

Mixed-Effects Models in S and S-PLUS (Paperback, Softcover reprint of the original 1st ed. 2000)

Jose Pinheiro, Douglas Bates

Series: Statistics and Computing

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Loot Price R6,721 Discovery Miles 67 210 | Repayment Terms: R630 pm x 12*

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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.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Statistics and Computing
Release date: March 2013
First published: 2000
Authors: Jose Pinheiro • Douglas Bates
Dimensions: 235 x 155 x 52mm (L x W x T)
Format: Paperback
Pages: 528
Edition: Softcover reprint of the original 1st ed. 2000
ISBN-13: 978-1-4757-8144-1
Categories: Books > Computing & IT > Computer programming > Programming languages > General
Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
Books > Computing & IT > Applications of computing > Databases > General
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LSN: 1-4757-8144-X
Barcode: 9781475781441

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