I am trying to fit a GLM model to my data (7 million rows, 153 variables) using R. More precisely I am using the Revoscaler package, but I suppose my issue would apply to other software as well. The ...
I was wondering what happens to bias and variance of GLM estimates as dimensionality approaches the number of training data points? Specifically in Linear Regression and Poisson Regression? I know ...