TY - JOUR
T1 - A Globally concave, monotone and flexible cost function
T2 - Derivation and application: Cost function
AU - Tishler, Asher
AU - Lipovetsky, Stan
PY - 2000
Y1 - 2000
N2 - Empirical analysis of demand often requires that the functional form of the cost function be specified in advance. The form of the function has to be both consistent with economic theory and sufficiently flexible to accommodate the data. Recent research has indicated that flexible forms do not always generate empirically credible elasticity estimates, and often fail to satisfy concavity and/or monotonicity. A priori imposition of both global concavity and monotonicity is generally assured only with functional forms that are not flexible (the CES function, for example). However, such forms produce a poor statistical fit, and may be difficult to estimate and interpret. Here we develop the CES-DCES cost function - which is globally concave and monotone at any possible vector of input prices. We prove that the CES-DCES is a flexible cost function when the number of inputs is two or three. We show how to extend the analysis to accommodate more than three inputs. Using three data sets we estimate the parameters of the CES-DCES cost function for two and three inputs, and compare its performance to that of the CES-GBC function developed in Tishler and Lipovetsky.
AB - Empirical analysis of demand often requires that the functional form of the cost function be specified in advance. The form of the function has to be both consistent with economic theory and sufficiently flexible to accommodate the data. Recent research has indicated that flexible forms do not always generate empirically credible elasticity estimates, and often fail to satisfy concavity and/or monotonicity. A priori imposition of both global concavity and monotonicity is generally assured only with functional forms that are not flexible (the CES function, for example). However, such forms produce a poor statistical fit, and may be difficult to estimate and interpret. Here we develop the CES-DCES cost function - which is globally concave and monotone at any possible vector of input prices. We prove that the CES-DCES is a flexible cost function when the number of inputs is two or three. We show how to extend the analysis to accommodate more than three inputs. Using three data sets we estimate the parameters of the CES-DCES cost function for two and three inputs, and compare its performance to that of the CES-GBC function developed in Tishler and Lipovetsky.
UR - http://www.scopus.com/inward/record.url?scp=0034290405&partnerID=8YFLogxK
U2 - 10.1002/1526-4025(200010/12)16:4<279::AID-ASMB419>3.0.CO;2-0
DO - 10.1002/1526-4025(200010/12)16:4<279::AID-ASMB419>3.0.CO;2-0
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AN - SCOPUS:0034290405
SN - 1524-1904
VL - 16
SP - 279
EP - 296
JO - Applied Stochastic Models in Business and Industry
JF - Applied Stochastic Models in Business and Industry
IS - 4
ER -