A new stochastic frontier model with cross-sectional effects in both noise and inefficiency terms

A-Tier
Journal: Journal of Econometrics
Year: 2019
Volume: 213
Issue: 2
Pages: 556-577

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

This paper develops a new stochastic frontier model that allows for cross-sectional (spatial) correlation in both the noise and inefficiency terms, which are likely to be of a different nature. The main econometric novelty of the proposed model is that it can be estimated in a straightforward manner by maximum likelihood and non-linear least squares. The proposed model is useful when there are omitted but spatially correlated variables, the firms benefit from best practices implemented by other firms, or common factors prevent the firms to improve their performance. An application to the Norwegian electricity distribution sector is also provided.

Technical Details

RePEc Handle
repec:eee:econom:v:213:y:2019:i:2:p:556-577
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-24