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Generalized Linear Models

Bibliography

This is a very idiosyncratic of bibliography of some of the recent generalized linear model literature. See also Books.

New Response Distributions

Glms assume a response distribution which is a linear exponential family plus a dispersion parameter. The following three references study the properties of this family form, and answer questions like "How many glm families are there?"

Diagnostics and Residuals

Robust Estimation

Generalized Nonlinear Models

Dispersion Modelling

Overdispersion

Random Effects

Bayesian

Time Series

Multivariate

Industrial Applications

Biological Applications

Insurance Applications

 


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