Prediction: the Lasso vs. just using the top 10 predictors
One incredibly popular tool for the analysis of high-dimensional data is the lasso. The lasso is commonly used in cases when you have many more predictors than independent samples (the n « p) problem. It is also often used in the context of predictio... [Read more...]