An application of the residual deviance analysis in testing input separability restrictions

Abstract

Using the analysis of residual deviance, the separability of input in the Quebec dairy industry between 1990 and 1998 is examined. A nonparametric production regression function based on the theory of generalized additive models is estimated by using the spline smoothing approach. Results support that all additive inputs are separable.