Estimation of Stochastic Frontier Models with Fixed Effects through Monte Carlo Maximum Likelihood

Estimation of nonlinear fixed-effects models is plagued by the incidental parameters problem. This paper proposes a procedure for choosing appropriate densities for integrating the incidental parameters from the likelihood function in a general context. The densities are based on priors that are upd...

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Bibliographic Details
Main Authors: Grigorios Emvalomatis, Spiro E. Stefanou, Alfons Oude Lansink
Format: Article
Language:English
Published: Hindawi Limited 2011-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2011/568457