Variable Selection in the Linear Regression Model with One-Sided Information and a Small Sample

In the current paper, a one-sided version of a small sample correction to AIC is derived. This criterion will be based upon a two-sided model selection cretirion called AICs developed by Sugiura (1978) and studied in detail by Hurvich and Tsai (1989, 1991).