Details about Valentin Zelenyuk

Homepage:	http://www.uq.edu.au/economics/a-z-listing
Workplace:	School of Economics, University of Queensland, (more information at EDIRC) Centre for Efficiency and Productivity Analysis (CEPA), School of Economics, University of Queensland, (more information at EDIRC)

Access statistics for papers by Valentin Zelenyuk.

Last updated 2023-09-28. Update your information in the RePEc Author Service.

Short-id: pze33

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Working Papers

2023

1. Bayesian Artificial Neural Networks for Frontier Efficiency Analysis
   CEPA Working Papers Series, University of Queensland, School of Economics
   Also in CEPA Working Papers Series, University of Queensland, School of Economics (2023)
   See also Journal Article in Journal of Econometrics (2023)
2. Further Improvements of Finite Sample Approximation of Central Limit Theorems for Envelopment Estimators
   LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)
   Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2023)
   CEPA Working Papers Series, University of Queensland, School of Economics (2022) View citations (1)
   See also Journal Article in Journal of Productivity Analysis (2023)
3. Further Improvements of Finite Sample Approximation of Central Limit Theorems for Weighted and Unweighted Malmquist Productivity Indices
   CEPA Working Papers Series, University of Queensland, School of Economics
4. Inference for Aggregate Efficiency: Theory and Guidelines for Practitioners
   CEPA Working Papers Series, University of Queensland, School of Economics
   Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2023)
5. On the Problem of the Purchasing Power of Money by A. A. Konüs and S. S. Byushgens: Translation and Commentary
   CEPA Working Papers Series, University of Queensland, School of Economics
6. Productivity Analysis: Roots, Foundations, Trends and Perspectives
   CEPA Working Papers Series, University of Queensland, School of Economics
7. Random vs. Explained Inefficiency in Stochastic Frontier Analysis: The Case of Queensland Hospitals
   CEPA Working Papers Series, University of Queensland, School of Economics
8. Statistical Inference for Aggregation of Malmquist Productivity Indices
   LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)
   Also in CEPA Working Papers Series, University of Queensland, School of Economics (2019) View citations (1)
   LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2022)

2022

9. Activity based funding reform and the performance of public hospitals: The Case of Queensland, Australia
   CEPA Working Papers Series, University of Queensland, School of Economics
10. Data sharpening for improving central limit theorem approximations for data envelopment analysis-type efficiency estimators
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)
    See also Journal Article in European Journal of Operational Research (2022)
11. Stochastic Frontier Analysis for Healthcare, with Illustrations in R
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
12. Testing for Optimization Behavior in Production when Data is with Measurement Errors: A Bayesian Approach
    CEPA Working Papers Series, University of Queensland, School of Economics

2021

13. Bank Performance Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics
14. Bridging the Divide? Bayesian Artificial Neural Networks for Frontier Efficiency Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
15. Data Sharpening for improving CLT approximations for DEA-type efficiency estimators
    CEPA Working Papers Series, University of Queensland, School of Economics
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2021)
16. Estimating the Effects of Weather and Climate Change on Agricultural Productivity
    CEPA Working Papers Series, University of Queensland, School of Economics
17. Goodness-of-fit in Optimizing Models of Production: A Generalization with a Bayesian Perspective
    CEPA Working Papers Series, University of Queensland, School of Economics
18. IS NEWER ALWAYS BETTER? A REINVESTIGATION OF PRODUCTIVITY DYNAMICS
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
19. Inference in the Nonparametric Stochastic Frontier Model
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2021) View citations (2)
20. Performance Analysis of Hospitals in Australia and its Peers: A Systematic Review
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
21. Performance Analysis: Economic Foundations & Trends
    CEPA Working Papers Series, University of Queensland, School of Economics
22. Predicting recessions with a frontier measure of output gap: an application to Italian economy
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (1)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2020)
    See also Journal Article in Empirical Economics (2021)
23. What do we know from the vast literature on efficiency and productivity in healthcare? A Systematic Review and Bibliometric Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2021) View citations (1)

2020

24. Aggregate Efficiency of Industry and its Groups: The case of Queensland Public Hospitals
    CEPA Working Papers Series, University of Queensland, School of Economics
25. Improving Finite Sample Approximation by Central Limit Theorems for DEA and FDH efficiency scores
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (4)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2018) View citations (2)
    LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2018) View citations (2)
26. Improving Finite Sample Approximation by Central Limit Theorems for Estimates from Data Envelopment Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (18)
    See also Journal Article in European Journal of Operational Research (2020)
27. LASSO DEA for small and big data
    CEPA Working Papers Series, University of Queensland, School of Economics
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2020)
28. PAggregation of Outputs and Inputs for DEA Analysis of Hospital Efficiency: Economics, Operations Research and Data Science Perspectives
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Chapter (2021)
29. POn Fisher Aggregation of Multi-factor Productivity Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics
30. Profit Efficiency and its Estimation
    CEPA Working Papers Series, University of Queensland, School of Economics
31. Quadratic-mean-of-order-r Indexes of Output, Input and Productivity
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
    See also Journal Article in Journal of Productivity Analysis (2021)
32. Robust efficiency analysis of public hospitals in Queensland, Australia
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)

2019

33. Aggregation of Efficiency and Productivity: From Firm to Sector and Higher Levels
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    See also Chapter (2022)
34. Data Envelopment Analysis and Business Analytics: The Big Data Challenges and Some Solutions
    CEPA Working Papers Series, University of Queensland, School of Economics
35. Data Envelopment Analysis and Sequences in Hilbert Spaces
    CEPA Working Papers Series, University of Queensland, School of Economics
36. Forecasting of recessions via dynamic probit for time series: replication and extension of Kauppi and Saikkonen (2008)
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2018) View citations (2)
    CEPA Working Papers Series, University of Queensland, School of Economics (2018) View citations (2)
    See also Journal Article in Empirical Economics (2020)
37. Hicks Neutrality and Homotheticity in Technologies with Multiple Inputs and Multiple Outputs
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    See also Journal Article in Omega (2021)
38. On Luenberger Input, Output and Productivity Indicators
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (10)
    See also Journal Article in Economics Letters (2019)
39. On Paasche and Laspeyers Malmquist Indexes: A Comment on Diewert and Fox (2017)
    CEPA Working Papers Series, University of Queensland, School of Economics
40. On the Aggregation of the Paasche and Laspeyres Malmquist Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics
41. Predicting Recessions: A New Measure of Output Gap as Predictor
    CEPA Working Papers Series, University of Queensland, School of Economics

2018

42. Aggregation of Individual Efficiency Measures and Productivity Indices
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
43. Central Limit Theorems for Aggregate Efficiency
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (33)
    See also Journal Article in Operations Research (2018)
44. Econometric Analysis of Productivity: Theory and Implementation in R
    Working Papers, Rice University, Department of Economics
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2018)
45. Measuring Productivity by Quadratic-mean-of-order-of-r Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics
46. Profit Efficiency, DEA, FDH and Big Data
    CEPA Working Papers Series, University of Queensland, School of Economics
47. Some Mathematical and Historical Clarifications on Aggregation in Efficiency and Productivity Analysis and Connection to Economic Theory
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
48. Stochastic Frontier Analysis: Foundations and Advances
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (9)
    Also in Working Papers, University of Miami, Department of Economics (2017) View citations (15)
    See also Chapter (2022)

2017

49. Convexity, Disposability and Returns to Scale in Production Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
50. Nonparametric Least Squares Methods for Stochastic Frontier Models
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (44)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2014) View citations (11)
    LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2014) View citations (8)
    See also Journal Article in Journal of Productivity Analysis (2017)
51. Nonparametric estimation of dynamic discrete choice models for time series data
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (11)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2016) View citations (1)
    See also Journal Article in Computational Statistics & Data Analysis (2017)
52. Revisiting Forecasting of Recessions via Dynamic Probit for Time Series by Kauppi and Saikkonen (2008)
    CEPA Working Papers Series, University of Queensland, School of Economics
53. The Productivity of Nations
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (4)
    Also in Working Papers in Economics & Finance, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group (2017) View citations (5)

2016

54. A Bridge Too Far? The State of the Art in Combining the Virtues of Stochastic Frontier Analysis and Data Envelopement Analysis
    Working Papers, University of Miami, Department of Economics View citations (2)
55. A Unifying Framework for Farrell Efficiency Measurement Coherent with Profit-maximizing Principle
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
56. Asymptotic Theory for Aggregate Efficiency
    CEPA Working Papers Series, University of Queensland, School of Economics
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2016)
57. Generalized nonparametric smoothing with mixed discrete and continuous data
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (22)
    See also Journal Article in Computational Statistics & Data Analysis (2016)
58. Slack-based directional distance function in the presence of bad outputs: Theory and Application to Vietnamese Banking
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    See also Journal Article in Empirical Economics (2018)

2015

59. Bootstrap-based testing for network DEA: Some Theory and Applications
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
60. Categorical data in local maximum likelihood: theory and applications to productivity analysis
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (22)
    See also Journal Article in Journal of Productivity Analysis (2015)
61. Cost Decompositions and the Efficient Subset
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Journal Article in Omega (2016)
62. Foreign bank diversification and efficiency prior to and during the financial crisis: Does one business model fit all?
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (56)
    Also in BEMPS - Bozen Economics & Management Paper Series, Faculty of Economics and Management at the Free University of Bozen (2014) View citations (4)
    See also Journal Article in Journal of Banking & Finance (2015)
63. Productivity Drivers of Efficiency in Banking: Importance of Model Specifications
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (6)
64. Productivity Growth and Convergence: Revisiting Kumar and Russell (2002)
    CEPA Working Papers Series, University of Queensland, School of Economics
65. The dynamic relationship between bank asset diversification and efficiency: Evidence from the Chinese banking sector
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (4)

2014

66. An Aggregation Paradigm for Hicks-Moorsteen Productivity Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (7)
67. Decomposing Profit Efficiency using a Slack-based Directional Distance Function
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Journal Article in European Journal of Operational Research (2015)
68. How Relevant is the Choice of Risk Management Control Variable to Non-parametric Bank Profit Efficiency Analysis?
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
69. Regional and Ownership Drivers of Bank Efficiency
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)

2013

70. Aggregation of Malmquist productivity indexes allowing for reallocation of resources
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    See also Journal Article in European Journal of Operational Research (2014)
71. Non-Parametric Approach to Dynamic Time Series Discrete Choice Models
    LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)
72. Pricing of Decision Making Units under Non-constant Returns to Scale
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Journal Article in Journal of the Operational Research Society (2015)
73. Productivity Measurement In Radial Dea Models With Multiple Constant Inputs
    CEPA Working Papers Series, University of Queensland, School of Economics
74. Scale Efficiency and Homotheticity: Equivalence of Primal and Dual Measures
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (4)
    See also Journal Article in Journal of Productivity Analysis (2014)
75. To Smooth or Not to Smooth? The Case of Discrete Variables in Nonparametric Regression
    LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (2)
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2011)
    CEPA Working Papers Series, University of Queensland, School of Economics (2011) View citations (2)

2012

76. A Scale Elasticity Measure for Directional Distance Function and its Dual: Theory and DEA Estimation
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
    See also Journal Article in European Journal of Operational Research (2013)
77. Aggregation of Scale Efficiency
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (8)
    See also Journal Article in European Journal of Operational Research (2015)
78. Impact of Services LIberalization on Firm Level Productivity in Eastern Europe and Central Asia
    EERC Working Paper Series, EERC Research Network, Russia and CIS View citations (1)

2011

79. A Note on Equivalences in Measuring Returns to Scale in Multi-output-multi-input Technologies
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (7)
80. A Scale Elasticity Measure for Directional Distance Function and its Dual
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
81. Changes in bank specialisation: comparing foreign subsidiaries and branches in Luxembourg
    BCL working papers, Central Bank of Luxembourg View citations (5)
82. Is foreign-bank efficiency in financial centers driven by home-country characteristics?
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
    Also in BCL working papers, Central Bank of Luxembourg (2011) View citations (1)
83. Scale Efficiency: Equivalence of Primal and Dual Measures
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
84. Stochastic FDH/DEA estimators for frontier analysis
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (21)
    Also in Discussion Papers, Kyiv School of Economics (2008) View citations (17)
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2010) View citations (1)
    See also Journal Article in Journal of Productivity Analysis (2011)

2010

85. Aggregation of Economic Growth Rates and of its Sources
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
    See also Journal Article in European Journal of Operational Research (2011)
86. Aggregation of Scale Elasticities Across Firms
    MPRA Paper, University Library of Munich, Germany View citations (4)
87. Efficiency and Technological Change in Health Care Services in Ontario
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (5)
88. Local Maximum Likelihood Techniques with Categorical Data
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (5)
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2010) View citations (1)
89. Production Efficiency versus Ownership: The Case of China
    MPRA Paper, University Library of Munich, Germany
    Also in Discussion Papers, Kyiv School of Economics (2010) View citations (2)
90. Testing the impact of ICT in developed countries during 1980-1995: distributional analysis in Solow’s growth accounting framework
    MPRA Paper, University Library of Munich, Germany

2008

91. Local Likelihood Estimation of Truncated Regression and Its Partial Derivatives: Theory and Application
    Discussion Papers, Kyiv School of Economics View citations (44)
    Also in MPRA Paper, University Library of Munich, Germany (2006) View citations (1)
    See also Journal Article in Journal of Econometrics (2008)

2007

92. Technological Change and Transition: Relative Contributions to Worldwide Growth during the 1990s
    Discussion Papers of DIW Berlin, DIW Berlin, German Institute for Economic Research View citations (6)
    See also Journal Article in Oxford Bulletin of Economics and Statistics (2008)

2005

93. Aggregation of Malmquist Productivity Indexes
    MPRA Paper, University Library of Munich, Germany View citations (9)
    See also Journal Article in European Journal of Operational Research (2006)
94. Estimation of environmental efficiencies of economies and shadow prices of pollutants in countries in transition
    EERC Working Paper Series, EERC Research Network, Russia and CIS View citations (8)
95. Finding Common Ground: Efficiency Indices
    MPRA Paper, University Library of Munich, Germany View citations (7)
96. On Mr. Farrell's Decomposition and Aggregation
    MPRA Paper, University Library of Munich, Germany View citations (19)
    See also Journal Article in International Journal of Business and Economics (2005)
97. On the Commensurability of Directional Distance Functions
    MPRA Paper, University Library of Munich, Germany View citations (4)
98. Power of significance test of dummies in Simar-Wilson two-stage efficiency analysis model
    MPRA Paper, University Library of Munich, Germany View citations (1)

2004

99. On testing equality of distributions of technical efficiency scores
    MPRA Paper, University Library of Munich, Germany View citations (8)
    See also Journal Article in Econometric Reviews (2006)

Undated

100. Efficiency Analysis with Stochastic Frontier Models using Popular Statistical Softwares
     Working Papers, International Society for Efficiency and Productivity Analysis
     See also Chapter (2022)

Journal Articles

2023

1. A generalized flexible functional form for α-returns to scale
   Journal of Productivity Analysis, 2023, 59, (3), 217-224
2. Bayesian Artificial Neural Networks for frontier efficiency analysis
   Journal of Econometrics, 2023, 236, (2)
   See also Working Paper (2023)
3. Further improvements of finite sample approximation of central limit theorems for envelopment estimators
   Journal of Productivity Analysis, 2023, 59, (2), 189-194
   See also Working Paper (2023)
4. Is newer always better? A reinvestigation of productivity dynamics using updated PWT data
   Journal of Productivity Analysis, 2023, 59, (1), 1-13

2022

5. Data sharpening for improving central limit theorem approximations for data envelopment analysis–type efficiency estimators
   European Journal of Operational Research, 2022, 303, (3), 1469-1480
   See also Working Paper (2022)

2021

6. Aggregate efficiency of industry and its groups: the case of Queensland public hospitals
   Empirical Economics, 2021, 60, (6), 2795-2836 View citations (10)
7. Hicks neutrality and homotheticity in technologies with multiple inputs and multiple outputs
   Omega, 2021, 101, (C) View citations (2)
   See also Working Paper (2019)
8. LASSO+DEA for small and big wide data
   Omega, 2021, 102, (C) View citations (2)
9. On aggregation of multi-factor productivity indexes
   Journal of Productivity Analysis, 2021, 55, (2), 107-133 View citations (4)
10. Performance Analysis: Economic Foundations and Trends
    Foundations and Trends(R) in Econometrics, 2021, 11, (3), 153-229
11. Predicting recessions with a frontier measure of output gap: an application to Italian economy
    Empirical Economics, 2021, 60, (6), 2701-2740 View citations (1)
    See also Working Paper (2021)
12. Quadratic-mean-of-order-r indexes of output, input and productivity
    Journal of Productivity Analysis, 2021, 56, (2), 133-138 View citations (4)
    See also Working Paper (2020)
13. Response to Review Article by Bert Balk on Measurement of Productivity and Efficiency: Theory and Practice
    International Productivity Monitor, 2021, 41, 153-156
14. Sequential data envelopment analysis
    Annals of Operations Research, 2021, 300, (1), 307-312 View citations (1)

2020

15. Aggregation of inputs and outputs prior to Data Envelopment Analysis under big data
    European Journal of Operational Research, 2020, 282, (1), 172-187 View citations (21)
16. Forecasting of recessions via dynamic probit for time series: replication and extension of Kauppi and Saikkonen (2008)
    Empirical Economics, 2020, 58, (1), 379-392 View citations (2)
    See also Working Paper (2019)
17. Improving finite sample approximation by central limit theorems for estimates from Data Envelopment Analysis
    European Journal of Operational Research, 2020, 284, (3), 1002-1015 View citations (18)
    See also Working Paper (2020)
18. Profit efficiency: Generalization, business accounting and the role of convexity
    Economics Letters, 2020, 196, (C) View citations (4)

2019

19. A Unifying Framework for Farrell Profit Efficiency Measurement
    Operations Research, 2019, 67, (1), 183-197 View citations (19)
20. Combining the Virtues of Stochastic Frontier and Data Envelopment Analysis
    Operations Research, 2019, 67, (6), 1628-1658 View citations (19)
21. On Luenberger input, output and productivity indicators
    Economics Letters, 2019, 179, (C), 72-74 View citations (10)
    See also Working Paper (2019)
22. Weak disposability in nonparametric production analysis: A new taxonomy of reference technology sets
    European Journal of Operational Research, 2019, 274, (1), 186-198 View citations (12)

2018

23. Central Limit Theorems for Aggregate Efficiency
    Operations Research, 2018, 66, (1), 137-149 View citations (28)
    See also Working Paper (2018)
24. Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese bankingAuthor-Name: Du, Kai
    European Journal of Operational Research, 2018, 265, (2), 748-764 View citations (26)
25. Slack-based directional distance function in the presence of bad outputs: theory and application to Vietnamese banking
    Empirical Economics, 2018, 54, (1), 153-187 View citations (13)
    See also Working Paper (2016)

2017

26. How relevant is the choice of risk management control variable to non-parametric bank profit efficiency analysis? The case of South Korean banks
    Annals of Operations Research, 2017, 250, (1), 105-127 View citations (13)
27. Introduction to the APPC2014 special issue
    Journal of Productivity Analysis, 2017, 47, (3), 185-187
28. Nonparametric estimation of dynamic discrete choice models for time series data
    Computational Statistics & Data Analysis, 2017, 108, (C), 97-120 View citations (11)
    See also Working Paper (2017)
29. Nonparametric least squares methods for stochastic frontier models
    Journal of Productivity Analysis, 2017, 47, (3), 189-204 View citations (41)
    See also Working Paper (2017)

2016

30. Cost decompositions and the efficient subset
    Omega, 2016, 62, (C), 123-130 View citations (8)
    See also Working Paper (2015)
31. Generalized nonparametric smoothing with mixed discrete and continuous data
    Computational Statistics & Data Analysis, 2016, 100, (C), 424-444 View citations (24)
    See also Working Paper (2016)
32. Performance of hospital services in Ontario: DEA with truncated regression approach
    Omega, 2016, 63, (C), 111-122 View citations (43)

2015

33. Aggregation of scale efficiency
    European Journal of Operational Research, 2015, 240, (1), 269-277 View citations (21)
    See also Working Paper (2012)
34. Categorical data in local maximum likelihood: theory and applications to productivity analysis
    Journal of Productivity Analysis, 2015, 43, (2), 199-214 View citations (24)
    See also Working Paper (2015)
35. Decomposing profit efficiency using a slack-based directional distance function
    European Journal of Operational Research, 2015, 247, (1), 335-337 View citations (12)
    See also Working Paper (2014)
36. Foreign bank diversification and efficiency prior to and during the financial crisis: Does one business model fit all?
    Journal of Banking & Finance, 2015, 61, (S1), S22-S35 View citations (55)
    See also Working Paper (2015)
37. Pricing of decision-making units under non-constant returns to scale
    Journal of the Operational Research Society, 2015, 66, (1), 172-173 View citations (2)
    See also Working Paper (2013)

2014

38. Aggregation of Malmquist productivity indexes allowing for reallocation of resources
    European Journal of Operational Research, 2014, 238, (3), 774-785 View citations (30)
    See also Working Paper (2013)
39. Analysis of productivity, efficiency and technological changes in hospital services in Ontario: How does case-mix matter?
    International Journal of Production Economics, 2014, 150, (C), 74-82 View citations (31)
40. Scale efficiency and homotheticity: equivalence of primal and dual measures
    Journal of Productivity Analysis, 2014, 42, (1), 15-24 View citations (11)
    See also Working Paper (2013)
41. Testing Significance of Contributions in Growth Accounting, with Application to Testing ICT Impact on Labor Productivity of Developed Countries
    International Journal of Business and Economics, 2014, 13, (2), 115-126 View citations (5)

2013

42. A Note on Equivalences in Measuring Returns to Scale
    International Journal of Business and Economics, 2013, 12, (1), 85-89 View citations (3)
43. A scale elasticity measure for directional distance function and its dual: Theory and DEA estimation
    European Journal of Operational Research, 2013, 228, (3), 592-600 View citations (22)
    See also Working Paper (2012)
44. Is foreign-bank efficiency in financial centers driven by home or host country characteristics?
    Journal of Productivity Analysis, 2013, 40, (3), 367-385 View citations (17)

2011

45. Aggregation of economic growth rates and of its sources
    European Journal of Operational Research, 2011, 212, (1), 190-198 View citations (6)
    See also Working Paper (2010)
46. Stochastic FDH/DEA estimators for frontier analysis
    Journal of Productivity Analysis, 2011, 36, (1), 1-20 View citations (65)
    See also Working Paper (2011)

2009

47. Comparative analysis of banking production frameworks in eastern european financial markets
    European Journal of Operational Research, 2009, 198, (1), 326-340 View citations (22)
48. Power of significance test of dummy variables in two-stage efficiency analysis model
    Applied Economics Letters, 2009, 16, (15), 1493-1495 View citations (6)
49. Testing differences in efficiency of regions within a country: the case of Ukraine
    Journal of Productivity Analysis, 2009, 32, (2), 81-102 View citations (15)

2008

50. Aggregation of Nerlovian profit indicator
    Applied Economics Letters, 2008, 15, (11), 845-847 View citations (22)
51. Introduction for Journal of Productivity Analysis special issue on transitioning economics
    Journal of Productivity Analysis, 2008, 29, (2), 77-77 View citations (2)
52. Local likelihood estimation of truncated regression and its partial derivatives: Theory and application
    Journal of Econometrics, 2008, 146, (1), 185-198 View citations (43)
    See also Working Paper (2008)
53. Technological Change and Transition: Relative Contributions to Worldwide Growth During the 1990s*
    Oxford Bulletin of Economics and Statistics, 2008, 70, (4), 461-492 View citations (50)
    See also Working Paper (2007)

2007

54. Extending Fare and Zelenyuk (2003)
    European Journal of Operational Research, 2007, 179, (2), 594-595 View citations (27)
55. Measuring potential gains from reallocation of resources
    Journal of Productivity Analysis, 2007, 28, (1), 107-116 View citations (41)
56. Statistical inference for aggregates of Farrell-type efficiencies
    Journal of Applied Econometrics, 2007, 22, (7), 1367-1394 View citations (74)
57. Testing for (Efficiency) Catching‐up
    Southern Economic Journal, 2007, 73, (4), 1003-1019

2006

58. Aggregation of Malmquist productivity indexes
    European Journal of Operational Research, 2006, 174, (2), 1076-1086 View citations (66)
    See also Working Paper (2005)
59. Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine
    Journal of Productivity Analysis, 2006, 25, (1), 143-157 View citations (94)
60. On Testing Equality of Distributions of Technical Efficiency Scores
    Econometric Reviews, 2006, 25, (4), 497-522 View citations (160)
    See also Working Paper (2004)

2005

61. On Farrell's Decomposition and Aggregation
    International Journal of Business and Economics, 2005, 4, (2), 167-171 View citations (21)
    See also Working Paper (2005)

2004

62. Aggregation bias and its bounds in measuring technical efficiency
    Applied Economics Letters, 2004, 11, (10), 657-660 View citations (20)

2003

63. On aggregate Farrell efficiencies
    European Journal of Operational Research, 2003, 146, (3), 615-620 View citations (121)

2002

64. Input aggregation and technical efficiency
    Applied Economics Letters, 2002, 9, (10), 635-636 View citations (19)

Books

2019

1. Measurement of Productivity and Efficiency
   Cambridge Books, Cambridge University Press View citations (86)
   Also in Cambridge Books, Cambridge University Press (2019) View citations (79)

Chapters

2022

1. Aggregation of Efficiency and Productivity: From Firm to Sector and Higher Levels
   Springer
   See also Working Paper (2019)
2. Efficiency Analysis with Stochastic Frontier Models Using Popular Statistical Softwares
   Springer
   See also Working Paper
3. Stochastic Frontier Analysis: Foundations and Advances I
   Springer View citations (3)
   Also in Springer (2022) View citations (2)
   See also Working Paper (2018)

2021

4. Aggregation of Outputs and Inputs for DEA Analysis of Hospital Efficiency: Economics, Operations Research and Data Science Perspectives
   Springer View citations (3)
   See also Working Paper (2020)