The Hannan-Quinn Proposition for Linear Regression

Joe Suzuki

We consider the variable selection problem in linear regression. Suppose that we have a set of random variables $X_1,...,X_m,Y,\epsilon$ such that $Y={\sum }_{k\in \pi }{\alpha }_k{X}_k+\epsilon$ with $π\subset…