TY  - BOOK
AU  - Hodges,James S.
TI  - Richly parameterized linear models: additive, time series, and spatial models using random effects 
T2  - Chapman & Hall/CRC texts in statistical science series
SN  - 9781439866849 (ebook : PDF)
PY  - 2014///]
CY  - Boca Raton
PB  - Chapman and Hall/CRC
KW  - Regression analysis
KW  - Textbooks
KW  - Linear models (Statistics)
KW  - Electronic books
KW  - lcsh
N1  - Includes bibliographical references and index; 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; Also available in print format
N2  - "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"--
UR  - http://marc.crcnetbase.com/isbn/9781439866849
ER  -