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Richly Parameterized Linear Models : Additive.

Author: James S Hodges
Publisher: Chapman and Hall/CRC, 2013.
Series: Texts in statistical science.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and interpreting the results of fitting the models to data. It extends the standard theory of linear models and illustrates the  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: James S Hodges
ISBN: 1306124131 9781306124133 9781439866832 143986683X 9781439866849 1439866848
OCLC Number: 863035411
Description: 1 online resource.
Contents: 1. Mixed linear models : syntax, theory, and methods --
2. Richly parameterized models as mixed linear models --
3. From linear models to richly parameterized models : mean structure --
4. Beyond linear models : variance structure.
Series Title: Texts in statistical science.

Abstract:

"This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and interpreting the results of fitting the models to data. It extends the standard theory of linear models and illustrates the advantages and disadvantages of various theories. The book also examines surprising or undesirable results arising in the use of the models to analyze real data sets from collaborative research"--

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"Richly Parameterized Linear Models is a strong addition to the literature on mixed models, offering a much more unified treatment and broader scope than many existing texts. ... The book also Read more...

 
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