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 2024-11-27. Update your information in the RePEc Author Service.

Short-id: pze33

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Working Papers

2024

1. Central Limit Theorems for Directional Distance Functions with and without Undesirable Outputs
   LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)
2. Inference for aggregate efficiency: Theory and guidelines for practitioners
   LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (2)
   Also in CEPA Working Papers Series, University of Queensland, School of Economics (2023)
   LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2023)
   See also Journal Article Inference for aggregate efficiency: Theory and guidelines for practitioners, European Journal of Operational Research, Elsevier (2024) View citations (2) (2024)
3. Inference in the nonparametric stochastic frontier model
   LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (1)
   Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2021) View citations (4)
   See also Journal Article Inference in the nonparametric stochastic frontier model, Econometric Reviews, Taylor & Francis Journals (2024) View citations (1) (2024)

2023

4. Bayesian Artificial Neural Networks for Frontier Efficiency Analysis
   CEPA Working Papers Series, University of Queensland, School of Economics View citations (7)
   Also in CEPA Working Papers Series, University of Queensland, School of Economics (2023) View citations (7)
   See also Journal Article Bayesian Artificial Neural Networks for frontier efficiency analysis, Journal of Econometrics, Elsevier (2023) View citations (7) (2023)
5. Efficiency of Queensland Public Hospitals via Spatial Panel Stochastic Frontier Models
   CEPA Working Papers Series, University of Queensland, School of Economics
6. 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) View citations (2)
   Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2023) View citations (2)
   CEPA Working Papers Series, University of Queensland, School of Economics (2022) View citations (1)
   See also Journal Article Further improvements of finite sample approximation of central limit theorems for envelopment estimators, Journal of Productivity Analysis, Springer (2023) View citations (2) (2023)
7. 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
8. 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
9. Productivity Analysis: Roots, Foundations, Trends and Perspectives
   CEPA Working Papers Series, University of Queensland, School of Economics
   See also Journal Article Productivity analysis: roots, foundations, trends and perspectives, Journal of Productivity Analysis, Springer (2023) View citations (1) (2023)
10. Random vs. Explained Inefficiency in Stochastic Frontier Analysis: The Case of Queensland Hospitals
    CEPA Working Papers Series, University of Queensland, School of Economics
11. Russell and Slack-Based Measures of Efficiency: A Unifying Framework
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Journal Article Russell and slack-based measures of efficiency: A unifying framework, European Journal of Operational Research, Elsevier (2024) View citations (1) (2024)
12. Statistical Inference for Aggregation of Malmquist Productivity Indices
    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 (2019) View citations (1)
    LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2022)
    See also Journal Article Statistical Inference for Aggregation of Malmquist Productivity Indices, Operations Research, INFORMS (2024) (2024)
13. Statistical Inference for Hicks–Moorsteen Productivity Indices
    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)

2022

14. 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 View citations (2)
    See also Journal Article Activity‐based funding reform and the performance of public hospitals: The case of Queensland, Australia, Economic Inquiry, Western Economic Association International (2024) (2024)
15. 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) View citations (1)
    See also Journal Article Data sharpening for improving central limit theorem approximations for data envelopment analysis–type efficiency estimators, European Journal of Operational Research, Elsevier (2022) View citations (1) (2022)
16. Stochastic Frontier Analysis for Healthcare, with Illustrations in R
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
17. 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

18. Bank Performance Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
19. Bridging the Divide? Bayesian Artificial Neural Networks for Frontier Efficiency Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
20. 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)
21. Estimating the Effects of Weather and Climate Change on Agricultural Productivity
    CEPA Working Papers Series, University of Queensland, School of Economics
22. Goodness-of-fit in Optimizing Models of Production: A Generalization with a Bayesian Perspective
    CEPA Working Papers Series, University of Queensland, School of Economics
23. IS NEWER ALWAYS BETTER? A REINVESTIGATION OF PRODUCTIVITY DYNAMICS
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
24. Performance Analysis of Hospitals in Australia and its Peers: A Systematic Review
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
25. Performance Analysis: Economic Foundations & Trends
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (1)
26. 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 (2)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2020)
    See also Journal Article Predicting recessions with a frontier measure of output gap: an application to Italian economy, Empirical Economics, Springer (2021) View citations (2) (2021)
27. 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 (2)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2021) View citations (2)

2020

28. Aggregate Efficiency of Industry and its Groups: The case of Queensland Public Hospitals
    CEPA Working Papers Series, University of Queensland, School of Economics
29. 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 (8)
    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)
30. 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 (25)
    See also Journal Article Improving finite sample approximation by central limit theorems for estimates from Data Envelopment Analysis, European Journal of Operational Research, Elsevier (2020) View citations (25) (2020)
31. 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)
32. 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 Aggregation of Outputs and Inputs for DEA Analysis of Hospital Efficiency: Economics, Operations Research and Data Science Perspectives, International Series in Operations Research & Management Science, Springer (2021) View citations (3) (2021)
33. POn Fisher Aggregation of Multi-factor Productivity Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics
34. Profit Efficiency and its Estimation
    CEPA Working Papers Series, University of Queensland, School of Economics
35. 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 Quadratic-mean-of-order-r indexes of output, input and productivity, Journal of Productivity Analysis, Springer (2021) View citations (7) (2021)
36. Robust efficiency analysis of public hospitals in Queensland, Australia
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)

2019

37. 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 Aggregation of Efficiency and Productivity: From Firm to Sector and Higher Levels, Springer Books, Springer (2022) View citations (2) (2022)
38. Data Envelopment Analysis and Business Analytics: The Big Data Challenges and Some Solutions
    CEPA Working Papers Series, University of Queensland, School of Economics
39. Data Envelopment Analysis and Sequences in Hilbert Spaces
    CEPA Working Papers Series, University of Queensland, School of Economics
40. 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 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)
    See also Journal Article Forecasting of recessions via dynamic probit for time series: replication and extension of Kauppi and Saikkonen (2008), Empirical Economics, Springer (2020) View citations (3) (2020)
41. 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 Hicks neutrality and homotheticity in technologies with multiple inputs and multiple outputs, Omega, Elsevier (2021) View citations (3) (2021)
42. On Luenberger Input, Output and Productivity Indicators
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (14)
    See also Journal Article On Luenberger input, output and productivity indicators, Economics Letters, Elsevier (2019) View citations (14) (2019)
43. On Paasche and Laspeyers Malmquist Indexes: A Comment on Diewert and Fox (2017)
    CEPA Working Papers Series, University of Queensland, School of Economics
44. On the Aggregation of the Paasche and Laspeyres Malmquist Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics
45. Predicting Recessions: A New Measure of Output Gap as Predictor
    CEPA Working Papers Series, University of Queensland, School of Economics

2018

46. Aggregation of Individual Efficiency Measures and Productivity Indices
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
47. Central Limit Theorems for Aggregate Efficiency
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (48)
    See also Journal Article Central Limit Theorems for Aggregate Efficiency, Operations Research, INFORMS (2018) View citations (38) (2018)
48. Econometric Analysis of Productivity: Theory and Implementation in R
    CEPA Working Papers Series, University of Queensland, School of Economics
    Also in Working Papers, Rice University, Department of Economics (2018)
49. Measuring Productivity by Quadratic-mean-of-order-of-r Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics
50. Profit Efficiency, DEA, FDH and Big Data
    CEPA Working Papers Series, University of Queensland, School of Economics
51. 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)
52. 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 (16)
    See also Chapter Stochastic Frontier Analysis: Foundations and Advances I, Springer Books, Springer (2022) View citations (7) (2022)

2017

53. Convexity, Disposability and Returns to Scale in Production Analysis
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
54. 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 (51)
    Also in LIDAM Discussion Papers ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2014) View citations (8)
    CEPA Working Papers Series, University of Queensland, School of Economics (2014) View citations (11)
    See also Journal Article Nonparametric least squares methods for stochastic frontier models, Journal of Productivity Analysis, Springer (2017) View citations (47) (2017)
55. 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 (14)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2016) View citations (1)
    See also Journal Article Nonparametric estimation of dynamic discrete choice models for time series data, Computational Statistics & Data Analysis, Elsevier (2017) View citations (14) (2017)
56. 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
57. The Productivity of Nations
    Working Papers in Economics & Finance, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group View citations (6)
    Also in CEPA Working Papers Series, University of Queensland, School of Economics (2017) View citations (5)

2016

58. 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)
59. 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)
60. 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)
61. 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 Generalized nonparametric smoothing with mixed discrete and continuous data, Computational Statistics & Data Analysis, Elsevier (2016) View citations (24) (2016)
62. 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 Slack-based directional distance function in the presence of bad outputs: theory and application to Vietnamese banking, Empirical Economics, Springer (2018) View citations (15) (2018)

2015

63. Bootstrap-based testing for network DEA: Some Theory and Applications
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)
64. 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 (23)
    See also Journal Article Categorical data in local maximum likelihood: theory and applications to productivity analysis, Journal of Productivity Analysis, Springer (2015) View citations (25) (2015)
65. Cost Decompositions and the Efficient Subset
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Journal Article Cost decompositions and the efficient subset, Omega, Elsevier (2016) View citations (8) (2016)
66. 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 (67)
    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 Foreign bank diversification and efficiency prior to and during the financial crisis: Does one business model fit all?, Journal of Banking & Finance, Elsevier (2015) View citations (66) (2015)
67. Productivity Drivers of Efficiency in Banking: Importance of Model Specifications
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (7)
68. Productivity Growth and Convergence: Revisiting Kumar and Russell (2002)
    CEPA Working Papers Series, University of Queensland, School of Economics
69. 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

70. An Aggregation Paradigm for Hicks-Moorsteen Productivity Indexes
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (7)
71. Decomposing Profit Efficiency using a Slack-based Directional Distance Function
    CEPA Working Papers Series, University of Queensland, School of Economics
    See also Journal Article Decomposing profit efficiency using a slack-based directional distance function, European Journal of Operational Research, Elsevier (2015) View citations (15) (2015)
72. 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)
73. Regional and Ownership Drivers of Bank Efficiency
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (2)

2013

74. 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 Aggregation of Malmquist productivity indexes allowing for reallocation of resources, European Journal of Operational Research, Elsevier (2014) View citations (36) (2014)
75. 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)
76. 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 Pricing of decision-making units under non-constant returns to scale, Journal of the Operational Research Society, Palgrave Macmillan (2015) View citations (2) (2015)
77. Productivity Measurement In Radial Dea Models With Multiple Constant Inputs
    CEPA Working Papers Series, University of Queensland, School of Economics
78. 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 Scale efficiency and homotheticity: equivalence of primal and dual measures, Journal of Productivity Analysis, Springer (2014) View citations (12) (2014)
79. 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

80. 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 A scale elasticity measure for directional distance function and its dual: Theory and DEA estimation, European Journal of Operational Research, Elsevier (2013) View citations (25) (2013)
81. Aggregation of Scale Efficiency
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (8)
    See also Journal Article Aggregation of scale efficiency, European Journal of Operational Research, Elsevier (2015) View citations (24) (2015)
82. 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

83. 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)
84. A Scale Elasticity Measure for Directional Distance Function and its Dual
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
85. Changes in bank specialisation: comparing foreign subsidiaries and branches in Luxembourg
    BCL working papers, Central Bank of Luxembourg View citations (5)
86. 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)
87. Scale Efficiency: Equivalence of Primal and Dual Measures
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (3)
88. Stochastic FDH/DEA estimators for frontier analysis
    LIDAM Reprints ISBA, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) View citations (27)
    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 Stochastic FDH/DEA estimators for frontier analysis, Journal of Productivity Analysis, Springer (2011) View citations (71) (2011)

2010

89. 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 Aggregation of economic growth rates and of its sources, European Journal of Operational Research, Elsevier (2011) View citations (6) (2011)
90. Aggregation of Scale Elasticities Across Firms
    MPRA Paper, University Library of Munich, Germany View citations (4)
91. Efficiency and Technological Change in Health Care Services in Ontario
    CEPA Working Papers Series, University of Queensland, School of Economics View citations (5)
92. 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)
93. 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)
94. 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

95. Local Likelihood Estimation of Truncated Regression and Its Partial Derivatives: Theory and Application
    Discussion Papers, Kyiv School of Economics View citations (45)
    Also in MPRA Paper, University Library of Munich, Germany (2006) View citations (1)
    See also Journal Article Local likelihood estimation of truncated regression and its partial derivatives: Theory and application, Journal of Econometrics, Elsevier (2008) View citations (44) (2008)

2007

96. 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 Technological Change and Transition: Relative Contributions to Worldwide Growth During the 1990s*, Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford (2008) View citations (53) (2008)

2005

97. Aggregation of Malmquist Productivity Indexes
    MPRA Paper, University Library of Munich, Germany View citations (9)
    See also Journal Article Aggregation of Malmquist productivity indexes, European Journal of Operational Research, Elsevier (2006) View citations (72) (2006)
98. 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)
99. Finding Common Ground: Efficiency Indices
    MPRA Paper, University Library of Munich, Germany View citations (7)
100. On Mr. Farrell's Decomposition and Aggregation
     MPRA Paper, University Library of Munich, Germany View citations (23)
     See also Journal Article On Farrell's Decomposition and Aggregation, International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan (2005) View citations (22) (2005)
101. On the Commensurability of Directional Distance Functions
     MPRA Paper, University Library of Munich, Germany View citations (4)
102. 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

103. On testing equality of distributions of technical efficiency scores
     MPRA Paper, University Library of Munich, Germany View citations (8)
     See also Journal Article On Testing Equality of Distributions of Technical Efficiency Scores, Econometric Reviews, Taylor & Francis Journals (2006) View citations (179) (2006)

Undated

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

Journal Articles

2024

1. Activity‐based funding reform and the performance of public hospitals: The case of Queensland, Australia
   Economic Inquiry, 2024, 62, (4), 1679-1701
   See also Working Paper Activity based funding reform and the performance of public hospitals: The Case of Queensland, Australia, CEPA Working Papers Series (2022) View citations (2) (2022)
2. Aggregation in efficiency and productivity analysis: a brief review with new insights and justifications for constant returns to scale
   Journal of Productivity Analysis, 2024, 62, (3), 321-334
3. Editors' introduction to the special issue in Honor of Rolf Färe and Shawna Grosskopf
   Journal of Productivity Analysis, 2024, 62, (3), 259-266
4. Generalized theory for measuring efficiency of individuals and groups
   Annals of Operations Research, 2024, 332, (1), 781-806
5. Inference for aggregate efficiency: Theory and guidelines for practitioners
   European Journal of Operational Research, 2024, 316, (1), 240-254 View citations (2)
   See also Working Paper Inference for aggregate efficiency: Theory and guidelines for practitioners, LIDAM Reprints ISBA (2024) View citations (2) (2024)
6. Inference in the nonparametric stochastic frontier model
   Econometric Reviews, 2024, 43, (7), 518-539 View citations (1)
   See also Working Paper Inference in the nonparametric stochastic frontier model, LIDAM Reprints ISBA (2024) View citations (1) (2024)
7. Performance analysis of hospitals in Australia and its peers: a systematic and critical review
   Journal of Productivity Analysis, 2024, 62, (2), 139-173
8. Russell and slack-based measures of efficiency: A unifying framework
   European Journal of Operational Research, 2024, 318, (3), 867-876 View citations (1)
   See also Working Paper Russell and Slack-Based Measures of Efficiency: A Unifying Framework, CEPA Working Papers Series (2023) (2023)
9. Statistical Inference for Aggregation of Malmquist Productivity Indices
   Operations Research, 2024, 72, (4), 1615-1629
   See also Working Paper Statistical Inference for Aggregation of Malmquist Productivity Indices, LIDAM Reprints ISBA (2023) View citations (11) (2023)

2023

10. A generalized flexible functional form for α-returns to scale
    Journal of Productivity Analysis, 2023, 59, (3), 217-224 View citations (1)
11. Bayesian Artificial Neural Networks for frontier efficiency analysis
    Journal of Econometrics, 2023, 236, (2) View citations (7)
    See also Working Paper Bayesian Artificial Neural Networks for Frontier Efficiency Analysis, CEPA Working Papers Series (2023) View citations (7) (2023)
12. Further improvements of finite sample approximation of central limit theorems for envelopment estimators
    Journal of Productivity Analysis, 2023, 59, (2), 189-194 View citations (2)
    See also Working Paper Further Improvements of Finite Sample Approximation of Central Limit Theorems for Envelopment Estimators, LIDAM Reprints ISBA (2023) View citations (2) (2023)
13. Is newer always better? A reinvestigation of productivity dynamics using updated PWT data
    Journal of Productivity Analysis, 2023, 59, (1), 1-13 View citations (3)
14. Productivity analysis: roots, foundations, trends and perspectives
    Journal of Productivity Analysis, 2023, 60, (3), 229-247 View citations (1)
    See also Working Paper Productivity Analysis: Roots, Foundations, Trends and Perspectives, CEPA Working Papers Series (2023) (2023)

2022

15. 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 View citations (1)
    See also Working Paper Data sharpening for improving central limit theorem approximations for data envelopment analysis-type efficiency estimators, LIDAM Reprints ISBA (2022) View citations (1) (2022)

2021

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

2020

25. 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 (26)
26. 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 (3)
    See also Working Paper Forecasting of recessions via dynamic probit for time series: replication and extension of Kauppi and Saikkonen (2008), LIDAM Reprints ISBA (2019) (2019)
27. 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 (25)
    See also Working Paper Improving Finite Sample Approximation by Central Limit Theorems for Estimates from Data Envelopment Analysis, CEPA Working Papers Series (2020) View citations (25) (2020)
28. Profit efficiency: Generalization, business accounting and the role of convexity
    Economics Letters, 2020, 196, (C) View citations (8)

2019

29. A Unifying Framework for Farrell Profit Efficiency Measurement
    Operations Research, 2019, 67, (1), 183-197 View citations (33)
30. Combining the Virtues of Stochastic Frontier and Data Envelopment Analysis
    Operations Research, 2019, 67, (6), 1628-1658 View citations (26)
31. On Luenberger input, output and productivity indicators
    Economics Letters, 2019, 179, (C), 72-74 View citations (14)
    See also Working Paper On Luenberger Input, Output and Productivity Indicators, CEPA Working Papers Series (2019) View citations (14) (2019)
32. 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 (22)

2018

33. Central Limit Theorems for Aggregate Efficiency
    Operations Research, 2018, 66, (1), 137-149 View citations (38)
    See also Working Paper Central Limit Theorems for Aggregate Efficiency, LIDAM Reprints ISBA (2018) View citations (48) (2018)
34. 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 (32)
35. 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 (15)
    See also Working Paper Slack-based directional distance function in the presence of bad outputs: Theory and Application to Vietnamese Banking, CEPA Working Papers Series (2016) View citations (1) (2016)

2017

36. 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 (15)
37. Introduction to the APPC2014 special issue
    Journal of Productivity Analysis, 2017, 47, (3), 185-187
38. Nonparametric estimation of dynamic discrete choice models for time series data
    Computational Statistics & Data Analysis, 2017, 108, (C), 97-120 View citations (14)
    See also Working Paper Nonparametric estimation of dynamic discrete choice models for time series data, LIDAM Reprints ISBA (2017) View citations (14) (2017)
39. Nonparametric least squares methods for stochastic frontier models
    Journal of Productivity Analysis, 2017, 47, (3), 189-204 View citations (47)
    See also Working Paper Nonparametric Least Squares Methods for Stochastic Frontier Models, LIDAM Reprints ISBA (2017) View citations (51) (2017)

2016

40. Cost decompositions and the efficient subset
    Omega, 2016, 62, (C), 123-130 View citations (8)
    See also Working Paper Cost Decompositions and the Efficient Subset, CEPA Working Papers Series (2015) (2015)
41. 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 Generalized nonparametric smoothing with mixed discrete and continuous data, LIDAM Reprints ISBA (2016) View citations (22) (2016)
42. Performance of hospital services in Ontario: DEA with truncated regression approach
    Omega, 2016, 63, (C), 111-122 View citations (50)

2015

43. Aggregation of scale efficiency
    European Journal of Operational Research, 2015, 240, (1), 269-277 View citations (24)
    See also Working Paper Aggregation of Scale Efficiency, CEPA Working Papers Series (2012) View citations (8) (2012)
44. Categorical data in local maximum likelihood: theory and applications to productivity analysis
    Journal of Productivity Analysis, 2015, 43, (2), 199-214 View citations (25)
    See also Working Paper Categorical data in local maximum likelihood: theory and applications to productivity analysis, LIDAM Reprints ISBA (2015) View citations (23) (2015)
45. Decomposing profit efficiency using a slack-based directional distance function
    European Journal of Operational Research, 2015, 247, (1), 335-337 View citations (15)
    See also Working Paper Decomposing Profit Efficiency using a Slack-based Directional Distance Function, CEPA Working Papers Series (2014) (2014)
46. 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 (66)
    See also Working Paper Foreign bank diversification and efficiency prior to and during the financial crisis: Does one business model fit all?, CEPA Working Papers Series (2015) View citations (67) (2015)
47. 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 Pricing of Decision Making Units under Non-constant Returns to Scale, CEPA Working Papers Series (2013) (2013)

2014

48. Aggregation of Malmquist productivity indexes allowing for reallocation of resources
    European Journal of Operational Research, 2014, 238, (3), 774-785 View citations (36)
    See also Working Paper Aggregation of Malmquist productivity indexes allowing for reallocation of resources, CEPA Working Papers Series (2013) View citations (1) (2013)
49. 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 (34)
50. Scale efficiency and homotheticity: equivalence of primal and dual measures
    Journal of Productivity Analysis, 2014, 42, (1), 15-24 View citations (12)
    See also Working Paper Scale Efficiency and Homotheticity: Equivalence of Primal and Dual Measures, CEPA Working Papers Series (2013) View citations (4) (2013)
51. 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

52. A Note on Equivalences in Measuring Returns to Scale
    International Journal of Business and Economics, 2013, 12, (1), 85-89 View citations (3)
53. 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 (25)
    See also Working Paper A Scale Elasticity Measure for Directional Distance Function and its Dual: Theory and DEA Estimation, CEPA Working Papers Series (2012) View citations (1) (2012)
54. 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 (22)

2011

55. 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 Aggregation of Economic Growth Rates and of its Sources, CEPA Working Papers Series (2010) View citations (2) (2010)
56. Stochastic FDH/DEA estimators for frontier analysis
    Journal of Productivity Analysis, 2011, 36, (1), 1-20 View citations (71)
    See also Working Paper Stochastic FDH/DEA estimators for frontier analysis, LIDAM Reprints ISBA (2011) View citations (27) (2011)

2009

57. Comparative analysis of banking production frameworks in eastern european financial markets
    European Journal of Operational Research, 2009, 198, (1), 326-340 View citations (23)
58. Power of significance test of dummy variables in two-stage efficiency analysis model
    Applied Economics Letters, 2009, 16, (15), 1493-1495 View citations (6)
59. 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

60. Aggregation of Nerlovian profit indicator
    Applied Economics Letters, 2008, 15, (11), 845-847 View citations (26)
61. Introduction for Journal of Productivity Analysis special issue on transitioning economics
    Journal of Productivity Analysis, 2008, 29, (2), 77-77 View citations (2)
62. Local likelihood estimation of truncated regression and its partial derivatives: Theory and application
    Journal of Econometrics, 2008, 146, (1), 185-198 View citations (44)
    See also Working Paper Local Likelihood Estimation of Truncated Regression and Its Partial Derivatives: Theory and Application, Discussion Papers (2008) View citations (45) (2008)
63. 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 (53)
    See also Working Paper Technological Change and Transition: Relative Contributions to Worldwide Growth during the 1990s, Discussion Papers of DIW Berlin (2007) View citations (6) (2007)

2007

64. Extending Fare and Zelenyuk (2003)
    European Journal of Operational Research, 2007, 179, (2), 594-595 View citations (32)
65. Measuring potential gains from reallocation of resources
    Journal of Productivity Analysis, 2007, 28, (1), 107-116 View citations (44)
66. Statistical inference for aggregates of Farrell-type efficiencies
    Journal of Applied Econometrics, 2007, 22, (7), 1367-1394 View citations (83)
67. Testing for (Efficiency) Catching‐up
    Southern Economic Journal, 2007, 73, (4), 1003-1019 View citations (1)

2006

68. Aggregation of Malmquist productivity indexes
    European Journal of Operational Research, 2006, 174, (2), 1076-1086 View citations (72)
    See also Working Paper Aggregation of Malmquist Productivity Indexes, MPRA Paper (2005) View citations (9) (2005)
69. Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine
    Journal of Productivity Analysis, 2006, 25, (1), 143-157 View citations (96)
70. On Testing Equality of Distributions of Technical Efficiency Scores
    Econometric Reviews, 2006, 25, (4), 497-522 View citations (179)
    See also Working Paper On testing equality of distributions of technical efficiency scores, MPRA Paper (2004) View citations (8) (2004)

2005

71. On Farrell's Decomposition and Aggregation
    International Journal of Business and Economics, 2005, 4, (2), 167-171 View citations (22)
    See also Working Paper On Mr. Farrell's Decomposition and Aggregation, MPRA Paper (2005) View citations (23) (2005)

2004

72. Aggregation bias and its bounds in measuring technical efficiency
    Applied Economics Letters, 2004, 11, (10), 657-660 View citations (23)

2003

73. On aggregate Farrell efficiencies
    European Journal of Operational Research, 2003, 146, (3), 615-620 View citations (135)

2002

74. 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 (98)
   Also in Cambridge Books, Cambridge University Press (2019) View citations (91)

Edited books

2024

1. The Cambridge Handbook of Healthcare
   Cambridge Books, Cambridge University Press

Chapters

2024

1. Random Versus Explained Inefficiency in Stochastic Frontier Analysis: The Case of Queensland Hospitals
   A chapter in Essays in Honor of Subal Kumbhakar, 2024, vol. 46, pp 371-413

2022

2. Aggregation of Efficiency and Productivity: From Firm to Sector and Higher Levels
   Springer View citations (2)
   See also Working Paper Aggregation of Efficiency and Productivity: From Firm to Sector and Higher Levels, University of Queensland, School of Economics (2019) View citations (1) (2019)
3. Efficiency Analysis with Stochastic Frontier Models Using Popular Statistical Softwares
   Springer
   See also Working Paper Efficiency Analysis with Stochastic Frontier Models using Popular Statistical Softwares, International Society for Efficiency and Productivity Analysis
4. Stochastic Frontier Analysis: Foundations and Advances I
   Springer View citations (7)
   Also in Springer (2022) View citations (6)
   See also Working Paper Stochastic Frontier Analysis: Foundations and Advances, University of Queensland, School of Economics (2018) View citations (9) (2018)

2021

5. 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 PAggregation of Outputs and Inputs for DEA Analysis of Hospital Efficiency: Economics, Operations Research and Data Science Perspectives, University of Queensland, School of Economics (2020) (2020)