J. Buongiorno, FOREST SECTOR MODELING - A SYNTHESIS OF ECONOMETRICS, MATHEMATICAL-PROGRAMMING, AND SYSTEM DYNAMICS METHODS, International journal of forecasting, 12(3), 1996, pp. 329-343
Quantitative analysis and forecasting of forest product markets began
in the 1950s, based almost exclusively on pure time-series analysis. S
ince then, considerable improvements have been made in the theoretical
basis of the models, the statistical methods of estimation, and the c
overage of the data. Especially noteworthy is the exploitation of pane
l data in the analysis of demand for final products. To model the indu
stry supply of intermediate and final products, however, activity anal
ysis seems more promising than econometrics. It allows for a detailed
description of the techniques of production, and, therefore, a better
modeling of technical change than the econometric approach. This paper
presents a class of models, currently used for policy analysis and fo
recasting, that present a blend of econometric and mathematical progra
mming, with a dash of system dynamics. Econometrically estimated deman
d and supply functions are combined with activity analysis of producti
on and transportation, into optimizers to calculate spatial equilibria
in multi-product markets. The shadow prices of the optimization are t
hen the key inputs in predicting capacity change by region and process
, in system dynamics fashion, and based on Tobin's q theory of investm
ents.