We investigate the economic significance of trading off empirical validity of models against other desirable model properties, and the potential loss from assuming model uncertainty to be higher than justified and basing monetary policy on a relatively robust model, or on a suite of models. We find that differences in model specification and in estimates of key parameters across comparable models may entail widely different monetary policy and macroeconomic performance. Our results therefore caution against compromising the empirical validity of models when selecting a model for policy analysis. We also find that potential costs from basing monetary policies on the relatively robust model or on a suite of models, even when it contains the valid model by assumption, can be substantial. This suggests an important role for econometric modelling and evaluation in exploitation of available information to reduce model uncertainty as much as possible. Our investigation is based on three alternative econometric systems of wage and price inflation in Norway.Keywords: Model uncertainty; Economic significance; Econometric modelling.
AbstractWe investigate the economic significance of trading off empirical validity of models against other desirable model properties, and the potential loss from assuming model uncertainty to be higher than justified and basing monetary policy on a relatively robust model, or on a suite of models. We find that differences in model specification and in estimates of key parameters across comparable models may entail widely different monetary policy and macroeconomic performance. Our results therefore caution against compromising the empirical validity of models when selecting a model for policy analysis. We also find that potential costs from basing monetary policies on the relatively robust model or on a suite of models, even when it contains the valid model by assumption, can be substantial. This suggests an important role for econometric modelling and evaluation in exploitation of available information to reduce model uncertainty as much as possible. Our investigation is based on three alternative econometric systems of wage and price inflation in Norway.