Structural Models, Information and Inherited Restrictions by Andrew J. Buck George M. Lady Department of Economics DETU Working Paper 11-03 June 2011 1301 Cecil B. Moore Avenue, Philadelphia, PA 19122 http://www.cla.temple.edu/economics/ Structural Models, Information and Inherited Restrictions By George M. Lady and Andrew J. Buck* JEL Classification: C15, C18, C51, C52 Key Words: Qualitative analysis, structural form, reduced form, identification, entropy, model falsification Word Count: 11,696 Page Count: 40 *Both authors are Professor of Economics, Temple University, Philadelphia, PA 19122 Corresponding Author: Andrew Buck,
[email protected], 215-646-1332. Structural Models, Information and Inherited Restrictions By George M. Lady and Andrew J. Buck ABSTRACT The derived structural estimates of the system impose identifying restrictions on the reduced form estimates ex post. Some or all of the derived structural estimates are presented as evidence of the model’s efficacy. In fact, the reduced form inherits a great deal of information from the structure’s restrictions and hypothesized sign patterns, limiting the allowable signs for the reduced form. A method for measuring a structural model’s statistical information content is proposed. Further, the paper develops a method for enumerating the allowable reduced form outcomes which can be used to falsify the proposed model independently of significant coefficients found for the structural relations. 1 Structural Models, Information and Inherited Restrictions By George M. Lady and Andrew J. Buck I. Introduction. In his Foundations (1947) Samuelson proposed that economic theory should be understood to organize aspects of how the economy works by mathematical models expressed by systems of equations: f i (Y, Z) = 0, i = 1, 2, …, n, (1) where Y is an n-vector of endogenous variables and Z is an m-vector of exogenous variables.