Details about Andrew L. Johnson

Access statistics for papers by Andrew L. Johnson.

Last updated 2026-03-17. Update your information in the RePEc Author Service.

Short-id: pjo234

Working Papers

2018

1. Direction Selection in Stochastic Directional Distance Functions
   Working Papers, Rice University, Department of Economics
   See also Journal Article Direction selection in stochastic directional distance functions, European Journal of Operational Research, Elsevier (2020) View citations (12) (2020)
2. Shape constrained kernel-weighted least squares: Estimating production functions for Chilean manufacturing industries
   LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library View citations (4)
   See also Journal Article Shape-Constrained Kernel-Weighted Least Squares: Estimating Production Functions for Chilean Manufacturing Industries, Journal of Business & Economic Statistics, Taylor & Francis Journals (2020) View citations (14) (2020)

Journal Articles

2020

1. Conditional Yardstick Competition in Energy Regulation
   The Energy Journal, 2020, 41, (1_suppl), 67-92 View citations (1)
2. Direction selection in stochastic directional distance functions
   European Journal of Operational Research, 2020, 280, (1), 351-364 View citations (12)
   See also Working Paper Direction Selection in Stochastic Directional Distance Functions, Working Papers (2018) (2018)
3. Estimating stochastic production frontiers: A one-stage multivariate semiparametric Bayesian concave regression method
   European Journal of Operational Research, 2020, 287, (2), 699-711 View citations (4)
4. Insights from machine learning for evaluating production function estimators on manufacturing survey data
   Journal of Productivity Analysis, 2020, 53, (2), 181-225
5. Shape-Constrained Kernel-Weighted Least Squares: Estimating Production Functions for Chilean Manufacturing Industries
   Journal of Business & Economic Statistics, 2020, 38, (1), 43-54 View citations (14)
   See also Working Paper Shape constrained kernel-weighted least squares: Estimating production functions for Chilean manufacturing industries, LSE Research Online Documents on Economics (2018) View citations (4) (2018)

2018

6. Spline model for wake effect analysis: Characteristics of a single wake and its impacts on wind turbine power generation
   IISE Transactions, 2018, 50, (2), 112-125 View citations (2)

2017

7. Modeling joint production of multiple outputs in StoNED: Directional distance function approach
   European Journal of Operational Research, 2017, 262, (2), 792-801 View citations (48)
8. Warehouse design and management
   International Journal of Production Research, 2017, 55, (21), 6327-6330 View citations (12)

2016

9. Order batching in a bucket brigade order picking system considering picker blocking
   Flexible Services and Manufacturing Journal, 2016, 28, (3), 425-441 View citations (8)

2015

10. A Birth-Death Markov Chain Monte Carlo Method to Estimate the Number of States in a State-Contingent Production Frontier Model
    American Journal of Agricultural Economics, 2015, 97, (4), 1267-1285
11. Effective production: measuring of the sales effect using data envelopment analysis
    Annals of Operations Research, 2015, 235, (1), 453-486 View citations (7)
12. Measuring Efficiency in Imperfectly Competitive Markets: An Example of Rational Inefficiency
    Journal of Optimization Theory and Applications, 2015, 164, (2), 702-722 View citations (14)
13. Modeling dependence in health behaviors
    IISE Transactions, 2015, 47, (10), 1112-1121
14. Quantifying picker blocking in a bucket brigade order picking system
    International Journal of Production Economics, 2015, 170, (PC), 862-873 View citations (4)

2014

15. A nonparametric method to estimate a technical change effect on marginal abatement costs of U.S. coal power plants
    Energy Economics, 2014, 46, (C), 45-55 View citations (14)
16. MULTILATERAL CONTRACTING AND PREVENTION
    Health Economics, 2014, 23, (4), 397-409 View citations (2)
17. Nonparametric measurement of productivity and efficiency in education
    Annals of Operations Research, 2014, 221, (1), 197-210 View citations (36)
18. Proactive data envelopment analysis: Effective production and capacity expansion in stochastic environments
    European Journal of Operational Research, 2014, 232, (3), 537-548 View citations (20)
19. Reviewing the literature on non-parametric dynamic efficiency measurement: state-of-the-art
    Journal of Productivity Analysis, 2014, 41, (1), 51-67 View citations (33)
20. The nuclear medicine production and delivery problem
    European Journal of Operational Research, 2014, 236, (2), 461-472 View citations (13)

2013

21. A more efficient algorithm for Convex Nonparametric Least Squares
    European Journal of Operational Research, 2013, 227, (2), 391-400 View citations (31)
22. A note on picker blocking models in a parallel-aisle order picking system
    IISE Transactions, 2013, 45, (12), 1345-1355 View citations (4)
23. A two-dimensional bin packing problem with size changeable items for the production of wind turbine flanges in the open die forging industry
    IISE Transactions, 2013, 45, (12), 1332-1344 View citations (1)
24. Returns to scope: a metric for production synergies demonstrated for hospital production
    Journal of Productivity Analysis, 2013, 40, (2), 239-250 View citations (4)

2012

25. Batch picking in narrow-aisle order picking systems with consideration for picker blocking
    European Journal of Operational Research, 2012, 221, (3), 557-570 View citations (34)
26. Estimating the shadow prices of SO2 and NOx for U.S. coal power plants: A convex nonparametric least squares approach
    Energy Economics, 2012, 34, (3), 723-732 View citations (59)
27. Large-scale order batching in parallel-aisle picking systems
    IISE Transactions, 2012, 44, (2), 88-106 View citations (17)
28. One-stage and two-stage DEA estimation of the effects of contextual variables
    European Journal of Operational Research, 2012, 220, (2), 559-570 View citations (62)
29. Two-dimensional efficiency decomposition to measure the demand effect in productivity analysis
    European Journal of Operational Research, 2012, 216, (3), 584-593 View citations (26)

2011

30. Allocative efficiency measurement with endogenous prices
    Economics Letters, 2011, 111, (1), 81-83 View citations (11)
31. Guidelines for using variable selection techniques in data envelopment analysis
    European Journal of Operational Research, 2011, 215, (3), 662-669 View citations (60)
32. Measuring Technical Efficiency in Sports
    Journal of Sports Economics, 2011, 12, (6), 579-598 View citations (19)
33. One-stage estimation of the effects of operational conditions and practices on productive performance: asymptotically normal and efficient, root-n consistent StoNEZD method
    Journal of Productivity Analysis, 2011, 36, (2), 219-230 View citations (69)
34. Performance measurement in the warehousing industry
    IISE Transactions, 2011, 43, (3), 220-230 View citations (4)
35. Technical efficiency estimation with multiple inputs and multiple outputs using regression analysis
    European Journal of Operational Research, 2011, 208, (2), 153-160 View citations (7)

2010

36. Data Envelopment Analysis as Nonparametric Least-Squares Regression
    Operations Research, 2010, 58, (1), 149-160 View citations (108)
37. The dynamics of performance space of Major League Baseball pitchers 1871–2006
    Annals of Operations Research, 2010, 181, (1), 287-302 View citations (13)

2009

38. The hyperbolic-oriented efficiency measure as a remedy to infeasibility of super efficiency models
    Journal of the Operational Research Society, 2009, 60, (11), 1511-1517 View citations (13)

2008

39. Outlier detection in two-stage semiparametric DEA models
    European Journal of Operational Research, 2008, 187, (2), 629-635 View citations (17)

Chapters

2025

1. A PageRank-Based Method for College Football Recruiting Rankings
   Springer

2015

2. An Introduction to CNLS and StoNED Methods for Efficiency Analysis: Economic Insights and Computational Aspects
   Springer View citations (4)

2011

3. Aggression in Mixed Martial Arts: An Analysis of the Likelihood of Winning a Decision
   Springer View citations (1)