Song, Peter X. K.

Correlated data analysis: modeling, analytics, and applications - New York Springer Science+Business Media 2007 - xv, 346 : ill. ; 24 cm. - Springer series in statistics .

This book provides a systematic treatment for the topic of estimating functions. Under this framework, both generalized estimating equations (GEE) and quadratic inference functions (QIF) are studied as special cases. In addition to marginal models and mixed-effects models, this book covers topics on joint regression analysis based on Gaussian copulas and generalized state space models for longitudinal data from long time series. (


Correlation (Statistics)
Generalized estimating equations
Longitudinal method

519.537 / S6C6

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