Generalized linear models for predicting rates

We often need to build a predictive model that estimates rates. A simple example is estimating default rates of mortgages or credit cards. One could try linear regression, but specialized tools often do much better. Here is a discussion of  how to do such things in R:

http://www.r-bloggers.com/generalized-linear-models-for-predicting-rates/