Literature from the web

[tommyod]

Books

• Generalized Linear Models and Extensions
• Generalized Additive Models | Hastie, Tibshirani

Lecture slides

• MIT 18.650 | Statistics for Applications
• MIT 18.655 | Graduate
  Mathematical Statistics
• Harvard BIO 233 | Theory of GLMS

Papers

• Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric
  generalized linear models by Wood, SN 2011
• Regularized regression for categorical data