Correlated Data Analysis. Modeling, Analytics and Applns download pdf
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Correlated Data Analysis. Modeling, Analytics and Applns by Peter X. -K. Song
Download Correlated Data Analysis. Modeling, Analytics and Applns
Correlated Data Analysis. Modeling, Analytics and Applns Peter X. -K. Song
Language: English
Page: 353
Format: pdf
ISBN: 0387713921, 9780387713922
Publisher: Springer
This book covers recent developments in correlated data analysis. It utilizes the class of dispersion models as marginal components in the formulation of joint models for correlated data. This enables the book to cover a broader range of data types than the traditional generalized linear models. The reader is provided with a systematic treatment for the topic of estimating functions, and both generalized estimating equations (GEE) and quadratic inference functions (QIF) are studied as special cases. In addition to the discussions on marginal models and mixed-effects models, this book covers new topics on joint regression analysis based on Gaussian copulas.
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