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A Laplace stochastic frontier model
Journal article   Peer reviewed

A Laplace stochastic frontier model

William C Horrace and Christopher F Parmeter
Econometric reviews, Vol.37(3), pp.260-280
2018-03-16

Abstract

Laplace distribution median wrong skew truncated Laplace distribution stochastic frontier Efficiency estimation
We propose a Laplace stochastic frontier model as an alternative to the traditional model with normal errors. An interesting feature of the Laplace model is that the distribution of inefficiency conditional on the composed error is constant for positive values of the composed error, but varies for negative values. A simulation study suggests that the model performs well relative to the normal-exponential model when the two-sided error is misspecified. An application to U.S. Airlines is provided.

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Collaboration types
Domestic collaboration
Citation topics
6 Social Sciences
6.10 Economics
6.10.502 Data Envelopment Analysis
Web Of Science research areas
Economics
Mathematics, Interdisciplinary Applications
Social Sciences, Mathematical Methods
Statistics & Probability
ESI research areas
Economics & Business

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#9 Industry, Innovation and Infrastructure

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