Exponential Dispersion Models and Extensions: A Review
Copyright policy )Exponential Dispersion Models and Extensions: A Review
Summary: The paper reviews recent developments in the theory of exponential dispersion models and their various generalizations.Topics covered include dispersion models, exponential and proper dispersion models, stochastic processes, Tweedie's class of power variance functions [see \textit{M. C. K. Tweedie}, Proc. Camb. Philos. Soc. 43, 41--49 (1947; Zbl 0029.06204), and Ann. Math. Stat. 28, 362--377, 696--705 (1957; Zbl 0086.35202)], scale transformations, and small-dispersion asymptotics. Some data examples are considered.
Generalized linear models (logistic models), scale transformations, review, analysis of deviance, small-dispersion asymptotics, recent developments, exponential dispersion models, proper dispersion models, variance functions
Generalized linear models (logistic models), scale transformations, review, analysis of deviance, small-dispersion asymptotics, recent developments, exponential dispersion models, proper dispersion models, variance functions
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