Castle, Jennifer; Hendry, David - Department of Economics, Oxford University - 2010
Our strategy for automatic selection in potentially non-linear processes is: test for non-linearity in the unrestricted … representation; finally select by encompassing tests of specific non-linear forms against the selected model. Non-linearity poses …-linear functions; usually more variables than observations when approximating the non-linearity; and excess retention of irrelevant …