Regularization of nonparametric frontier estimators

DOI10.1016/j.jeconom.2012.01.032zbMath1443.62074OpenAlexW2028316590MaRDI QIDQ527943

Léopold Simar, Abdelaati Daouia, Jean-Pierre Florens

Publication date: 12 May 2017

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: http://publications.ut-capitole.fr/15553/1/dfs_je_2012.pdf

zbMATH Keywords

production functionrobust estimationextreme value indexnonparametric frontierfree disposal hull

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35) Nonparametric estimation (62G05) Statistics of extreme values; tail inference (62G32)

Related Items (8)

Robust estimation in stochastic frontier models ⋮ Frontier estimation with kernel regression on high order moments ⋮ Statistical Approaches for Non‐parametric Frontier Models: A Guided Tour ⋮ Visualization of Data: Methods, Software, and Applications ⋮ Fast and efficient computation of directional distance estimators ⋮ Probabilistic characterization of directional distances and their robust versions ⋮ ROBUSTIFIED EXPECTED MAXIMUM PRODUCTION FRONTIERS ⋮ WHEN BIAS KILLS THE VARIANCE: CENTRAL LIMIT THEOREMS FOR DEA AND FDH EFFICIENCY SCORES

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