Introduction to Generalized Linear Models Annette .J. Dobson, Annette J. Dobson
Publisher: Chapman & Hall

Tags: R · D-RUG #glmer and lmer are almost the same - lmer with a family other than guassian will fit a generalized linear model. Generalized linear (mixed) models etc. Among other projects, they worked together on revising the well-known textbook "An Introduction to Generalized Linear Models," third edition, Chapman Hall/CRC, 2008. Casella, George & Berger, Roger L (2002) “Statistical Inference” Duxbury Advanced Series 2. Stella also recommends this paper by Ben Bolker as a quick introduction to the topic. 'An Introduction to Generalized Linear Models'. Sampling based approaches to calculating marginal densities. We then introduce the Generalized Additive Model (GAM), an extension of GLM that can be used to estimate smooth classification images adaptively. An Introduction to Generalized Linear Model은 일반화 선형 모형에 대한 입문서 입니다. Journal of the American Statistical Association, 85, 398-409. (CRC Press: Boca Raton, FL.) Gordon, K., Fletcher, T. An Introduction to Generalized Linear Models, Third Edition (Texts in Statistical Science Series). Not a statistics paper per se, but one that introduced one of the most powerful supervised learning methods and changed the way that many of us thought about the prediction problem. (2002) “An Introduction to Generalized Linear Models” 2nd Ed. Logistic Regression라 하면 glm(family=”binomial”…) 명령을 당연하게 생각하면서도, 정작 glm이 뭔지… glm만 나오면 '난 모르는일.