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Statistical Models Commons

Open Access. Powered by Scholars. Published by Universities.®

2016

Syracuse University

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Full-Text Articles in Statistical Models

Stationary Points For Parametric Stochastic Frontier Models, William C. Horrace, Ian A. Wright Nov 2016

Stationary Points For Parametric Stochastic Frontier Models, William C. Horrace, Ian A. Wright

Center for Policy Research

The results of Waldman (1982) on the Normal-Half Normal stochastic frontier model are generalized using the theory of the Dirac delta (Dirac, 1930), and distribution-free conditions are established to ensure a stationary point in the likelihood as the variance of the inefficiency distribution goes to zero. Stability of the stationary point and "wrong skew" results are derived or simulated for common parametric assumptions on the model. Identification is discussed.