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2015, ISBN 9781107029514, xiv, 359 pages
"A Practitioner's Guide to Stochastic Frontier Analysis Using Stata provides practitioners in academia and industry with a step-by-step guide on how to conduct... 
Production (Economic theory) | BUSINESS & ECONOMICS / Econometrics | Stochastic analysis | Econometric models | Econometrics
Book
European Review of Agricultural Economics, ISSN 0165-1587, 9/2009, Volume 36, Issue 3, pp. 343 - 367
Journal Article
Journal of Applied Econometrics, ISSN 0883-7252, 11/2016, Volume 31, Issue 7, pp. 1407 - 1429
Summary This paper offers a methodology to address the endogeneity of inputs in the directional technology distance function (DTDF)‐based formulation of... 
INDUSTRY | REGULARITY | FINANCIAL INSTITUTIONS | RISK | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | BAYESIAN-ESTIMATION | EFFICIENCY | PRODUCTIVITY GROWTH | Markov processes | Monte Carlo method | Banks (Finance) | Banks | Monte Carlo simulation | Stochastic models
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 07/2020, Volume 284, Issue 1, pp. 313 - 324
•We present a new conceptualization of dynamic efficiency that directly enters the firm’s in-tertemporal production decisions.•The dynamic evolution of... 
Productivity and competitiveness | Dynamic efficiency | Intertemporal optimization | Endogenous efficiency | Sequential Markov chain Monte Carlo | FILTER | INEFFICIENCY | COMPONENTS | SECTOR | STATE | INFERENCE | DATA ENVELOPMENT ANALYSIS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | INVESTMENT | PRODUCTIVITY GROWTH | Markov processes | Monte Carlo method | Models | Analysis
Journal Article
European journal of operational research, ISSN 0377-2217, 2017, Volume 260, Issue 2, pp. 789 - 803
Journal Article
Journal of Applied Econometrics, ISSN 0883-7252, 2012, Volume 27, Issue 2, pp. 205 - 234
Banking technology is typically characterized by multiple inputs and multiple outputs that are associated with various attributes, such as different types of... 
Bank assets | Bank accounts | Productivity | Private banks | Bank loans | Productive efficiency | Banking industry | Economic efficiency | Commercial banks | Distance functions | COMMERCIAL-BANKS | INEFFICIENCY | PERFORMANCE | GROWTH | ECONOMIES | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | SCALE | MODEL | LIBERALIZATION | OWNERSHIP
Journal Article
European review of agricultural economics, ISSN 1464-3618, 2012, Volume 39, Issue 4, pp. 611 - 637
This paper analyses regional productivity and technical efficiency development in Russian agriculture. We formulate a regional stochastic frontier model by... 
GMM estimation | Russia | technical efficiency | total factor productivity | MARKET | INEFFICIENCY | D24 | TRANSITION | Q12 | MODELS | AGRICULTURAL ECONOMICS & POLICY | GROWTH | CONVERGENCE | ECONOMICS | ECONOMY | Studies | Stochastic models | Efficiency | Agricultural economics | Agricultural production | Generalized method of moments
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 12/2018, Volume 271, Issue 2, pp. 746 - 755
•Theoretical model of the four-component panel data stochastic frontier model.•Determinants of persistent and time-varying inefficiency.•Derive formulas for... 
Productivity and competitiveness | Stochastic frontier | Persistent and transient technical inefficiency | Closed skew-normal distribution | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | EFFICIENCY | Usage | Learning models (Stochastic processes) | Simulation methods
Journal Article
European journal of operational research, ISSN 0377-2217, 2016, Volume 255, Issue 1, pp. 272 - 287
Journal Article
Empirical Economics, ISSN 0377-7332, 2/2018, Volume 54, Issue 1, pp. 1 - 6
...Empir Econ (2018) 54:1–6 https://doi.org/10.1007/s00181-017-1231-8 Good modeling of bad outputs: editors’ introduction Subal C. Kumbhakar 1 · Emir Malikov 2... 
Economics | Econometrics | Statistics for Business/Economics/Mathematical Finance/Insurance | Economic Theory/Quantitative Economics/Mathematical Methods | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | UNDESIRABLE OUTPUTS | EFFICIENCY | DISTANCE FUNCTIONS
Journal Article
Journal of Productivity Analysis, ISSN 0895-562X, 06/2018, Volume 49, Issue 2-3, pp. 111 - 121
.... Triebs1 ● Subal C. Kumbhakar2 Published online: 4 April 2018 © The Author(s) 2018 Abstract Are productivity estimates good proxies for unobserved management... 
semiparametric models | Management practice | stochastic frontier analysis | production functions | REGRESSION | COUNTRIES | FIRMS | SOCIAL SCIENCES, MATHEMATICAL METHODS | BUSINESS | ECONOMICS | MODEL | EFFICIENCY | Studies | Productivity measurement | Management
Journal Article
Journal of productivity analysis, ISSN 0895-562X, 6/2015, Volume 43, Issue 3, pp. 233 - 236
...J Prod Anal (2015) 43:233–236 DOI 10.1007/s11123-015-0444-0 In Memoriam: Lennart Hjalmarsson, 1944–2012 Subal C. Kumbhakar 1 • Finn R. Førsund 2 Published... 
Microeconomics | Econometrics | Operations Research/Decision Theory | Accounting/Auditing | Economics / Management Science | SOCIAL SCIENCES, MATHEMATICAL METHODS | BUSINESS | ECONOMICS
Journal Article
European journal of operational research, ISSN 0377-2217, 2019, Volume 275, Issue 3, pp. 1139 - 1156
•90% of Chinese firms face external financial constraints.•State firms are much less constrained than non-state firms.•Relationship between financial... 
Productivity | Credit constraints | Production function | R&D investment | Finance | AGRICULTURE | RESEARCH-AND-DEVELOPMENT | PERFORMANCE | CORPORATE-INVESTMENT | DEBT | CASH | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COSTS | GROWTH | EFFICIENCY | Usage | Industrial research | United States | Mathematical optimization | Analysis | China
Journal Article
Journal of econometrics, ISSN 0304-4076, 2013, Volume 172, Issue 1, pp. 66 - 76
Traditional stochastic frontier models impose inefficient behavior on all firms in the sample of interest. If the data under investigation represent a mixture... 
Zero-inefficiency | Full efficiency | Mixture | Banking | REGRESSION | GAMMA | POISSON | BEHAVIOR | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | ESTIMATORS | SOCIAL SCIENCES, MATHEMATICAL METHODS | BOUNDARY | ECONOMICS
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 10/2018, Volume 270, Issue 2, pp. 747 - 760
•New methodology for studying the interplay between market power and efficiency.•The simultaneous determination of market power and efficiency is modeled... 
Banks | Productivity & competitiveness | Market power | Lerner index | Efficiency | RISK-TAKING | INDUSTRY | INEFFICIENCY | PERFORMANCE | FINANCIAL INSTITUTIONS | DISTANCE FUNCTION |