Pyrrho’s Lemma, or have it your way

A simple lemma is derived to support the claim that regression models can be manipulated to a very large extent: by simply adding one regressor one can obtain essentially every set of desired regression coefficients and predictions as well as t-values and standard errors. Consequently, if the product of a specification search is now shown to be generalizable, a sceptical attitude towards its validity is well-bounded.