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Data Envelopment Analysis as Nonparametric Least Squares Regression

Kuosmanen, Timo; Johnson, Andrew L - 2018

Data Envelopment Analysis (DEA), a nonparametric mathematical programming approach to productive efficiency analysis, envelops all observed data. In this paper we show that DEA can be interpreted as nonparametric least squares regression subject to shape constraints on frontier and sign...

Persistent link: https://www.econbiz.de/10014216692

Risk vs upside uncertainty : application of quantile regression in investment analysis

Rehman, Seema; Khilji, Jameel Ahmed; Sharif, Saqib - In: Macroeconomics and finance in emerging market economies 16 (2023) 2, pp. 264-284

Persistent link: https://www.econbiz.de/10014319833

Using least squares and tobit in second stage DEA efficiency analyses

McDonald, John - In: European journal of operational research : EJOR 197 (2009) 2, pp. 792-798

Persistent link: https://www.econbiz.de/10003847837

Estimating Malmquist indices and semi-parametric censored regressions with a coherent data-generating process

Zhang, Tao - In: IMA journal of management mathematics 26 (2015) 1, pp. 63-81

Persistent link: https://www.econbiz.de/10011376998

An enhanced BAM for unbounded or partially bounded CRS additive models

Pastor, Jesús T.; Aparicio, Juan; Alcaraz, Javier; … - In: Omega : the international journal of management science 56 (2015), pp. 16-24

Persistent link: https://www.econbiz.de/10011339754

Advanced Mathematical Methods for Economic Efficiency Analysis : Theory and Empirical Applications

Macedo, Pedro (ed.); Moutinho, Victor Ferreira (ed.); … - 2023

Chapter 1. Introduction -- Part I -- Chapter 2. Production Economics and Economic Efficiency (Mónica Meireles) -- Chapter 3. Data Envelopment Analysis: A Review and Synthesis (Ana S. Camanho) -- Chapter 4. Stochastic Frontier Analysis: A Review and Synthesis (Mara Madaleno) -- Part II --...

Persistent link: https://www.econbiz.de/10014302677

Estimating stochastic production frontiers : a one-stage multivariate semiparametric Bayesian concave regression method

Preciado Arreola, José Luis; Johnson, Andrew L.; Chen, … - In: European journal of operational research : EJOR 287 (2020) 2, pp. 699-711

Persistent link: https://www.econbiz.de/10012293942

The impact of national macro-environment exogenous variables on airport efficiency

Chaouk, Mohammed; Pagliari, Romano; Moxon, Richard - In: Journal of air transport management 82 (2020), pp. 1-11

Persistent link: https://www.econbiz.de/10012253050

A close look at second stage data envelopment analysis using compound error models and the Tobit model

Silva, Aline Veronese da; Costa, Marcelo Azevedo; … - In: Socio-economic planning sciences : the international … 65 (2019), pp. 111-126

Persistent link: https://www.econbiz.de/10011994151

Generalized quantile and expectile properties for shape constrained nonparametric estimation

Dai, Sheng; Kuosmanen, Timo; Zhou, Xun - In: European journal of operational research : EJOR 310 (2023) 2, pp. 914-927

Persistent link: https://www.econbiz.de/10014340805

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