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Item Details
| Title:
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MIXED-EFFECTS MODELS IN S AND S-PLUS
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| By: |
Jose C. Pinheiro |
| Format: |
Paperback |
| List price:
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£79.50 |
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We believe that this item is permanently unavailable, and so we cannot source
it.
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| ISBN 10: |
1441903178 |
| ISBN 13: |
9781441903174 |
| Publisher: |
SPRINGER-VERLAG NEW YORK INC. |
| Pub. date: |
3 April, 2009 |
| Edition: |
1st ed. 2000. 2nd printing 2009 |
| Series: |
Statistics and Computing |
| Pages: |
548 |
| Description: |
This book provides 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. Over 170 figures are included in the book. |
| 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 |
| Returns: |
Returnable |
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