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Item Details
| Title:
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MIXED EFFECTS MODELS IN S AND S-PLUS
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| By: |
Jos Pinheiro, Douglas M. Bates |
| Format: |
Hardback |
| List price:
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£179.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
0387989579 |
| ISBN 13: |
9780387989570 |
| Publisher: |
SPRINGER-VERLAG NEW YORK INC. |
| Pub. date: |
23 December, 2000 |
| Edition: |
1st ed. 2000. Corr. 3rd printing 2002 |
| Series: |
Statistics and Computing |
| Pages: |
528 |
| Description: |
Presents 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. |
| Synopsis: |
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. |
| Illustrations: |
biography |
| Publication: |
US |
| Imprint: |
Springer-Verlag New York Inc. |
| Returns: |
Returnable |
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