Before revision:  Empirical researchers are more and more faced with rich datasets containing very many controls or instrumental variables, where variable selectionis challenging .
After revision:  Empirical researchers are more and more faced with rich datasets containing very many controls or instrumental variables, making it essential to choose an appropriate approach to variable selection .