Andrew L Johnson

Texas A&M University

4033 Emerging Technologies Building

College Station, Texas 77843-3131

College Station, TX 77843-4353

United States

http://www.andyjohnson.guru

SCHOLARLY PAPERS

17

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CITATIONS
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Top 24,165

in Total Papers Citations

11

Scholarly Papers (17)

1.

Data Envelopment Analysis as Nonparametric Least Squares Regression

Number of pages: 30 Posted: 11 Jul 2008
Timo Kuosmanen and Andrew L Johnson
Aalto University School of Business and Texas A&M University
Downloads 692 (26,695)
Citation 6

Abstract:

frontier estimation, nonparametric regression, parametric programming, performance measurement and benchmarking, productive efficiency analysis, data envelopment analysis

2.

How Operational Conditions and Practices Affect Productive Performance? Efficient Semi-Parametric One-Stage Estimators

Number of pages: 67 Posted: 11 Oct 2009 Last Revised: 03 Nov 2009
Andrew L Johnson and Timo Kuosmanen
Texas A&M University and Aalto University School of Business
Downloads 129 (174,217)
Citation 1

Abstract:

Data Envelopment Analysis, two-stage method, partial linear model

3.

An Outlier Detection Methodology with Consideration for an Inefficient Frontier

Number of pages: 27 Posted: 03 Aug 2006
Andrew L Johnson and Leon McGinnis
Texas A&M University and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 116 (190,645)
Citation 1

Abstract:

Data envelopment analysis, productivity, inefficient frontier, outlier detection

4.

The Hyperbolic Oriented Efficiency Measure as a Remedy to Infeasibility of Super Efficiency Models

Number of pages: 16 Posted: 31 Jul 2006
Andrew L Johnson and Leon McGinnis
Texas A&M University and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 111 (203,098)

Abstract:

Data envelopment analysis, hyperbolic distance function, super efficiency

5.

A More Efficient Algorithm for Convex Nonparametric Least Squares

European Journal of Operational Research, 227 (2), 391-400
Number of pages: 28 Posted: 08 Jan 2012 Last Revised: 19 Jul 2013
National Cheng Kung University, Texas A&M University, Texas A&M University and Aalto University School of Business
Downloads 108 (190,645)

Abstract:

Convex Nonparametric Least Squares, Frontier Estimation, Productive Efficiency Analysis, Model Reduction, Computational Complexity

6.

Three-Stage DEA Models for Incorporating Exogenous Inputs

Number of pages: 17 Posted: 01 Oct 2009
Sarah M. Estelle, Andrew L Johnson and John Ruggiero
Rhodes College, Texas A&M University and University of Dayton - School of Business Administration - Department of Economics and Finance
Downloads 95 (212,559)

Abstract:

data envelopment analysis, Non-discretionary inputs

7.

Effectiveness: A Measure of Demand Effect in Productivity Analysis

Number of pages: 32 Posted: 29 May 2012 Last Revised: 31 May 2012
Chia-Yen Lee and Andrew L Johnson
National Cheng Kung University and Texas A&M University
Downloads 76 (214,047)
Citation 2

Abstract:

data envelopment analysis, effectiveness measure, effective production, strategic position, paradigm shift

8.

Rational Inefficiency: A Nash-Cournot Oligopolistic Market Equilibrium

Number of pages: 45 Posted: 20 Apr 2012 Last Revised: 27 Apr 2012
Chia-Yen Lee and Andrew L Johnson
National Cheng Kung University and Texas A&M University
Downloads 68 (233,944)

Abstract:

Cournot-Nash Equilibrium, Oligopolistic Market, Allocative Efficiency, Nonparametric Frontiers

9.

Proactive Data Envelopment Analysis: Effective Production and Capacity Expansion under Stochastic Environment

Number of pages: 33 Posted: 13 Nov 2012
Chia-Yen Lee and Andrew L Johnson
National Cheng Kung University and Texas A&M University
Downloads 41 (333,938)
Citation 1

Abstract:

data envelopment analysis, stochastic programming, short-run capacity expansion, marginal product, demand uncertainty

10.

Large-Scale Internet Benchmarking: Technology and Application in Warehousing Operations

Number of pages: 25 Posted: 09 Jan 2012 Last Revised: 23 May 2015
Andrew L Johnson, Wen-Chih Chen and Leon McGinnis
Texas A&M University, National Chiao-Tung University - Department of Industrial Engineering and Management and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 39 (349,221)

Abstract:

Benchmarking, Data Envelopment Analysis, Internet tools, warehousing, performance measurement

11.

Orthogonality Conditions for Identification of Joint Production Technologies: Axiomatic Nonparametric Approach to the Estimation of Stochastic Distance Functions

Number of pages: 38 Posted: 05 May 2015
Timo Kuosmanen, Andrew L Johnson and Christopher Parmeter
Aalto University School of Business, Texas A&M University and University of Miami
Downloads 34 (242,293)

Abstract:

Economies of scope, Efficiency analysis, Endogeneity, Frontier estimation, Simultaneity bias, Productivity measurement

12.

Multilateral Contracting and Prevention

Number of pages: 33 Posted: 19 Apr 2011
Brandon Pope, Abhijit Deshmukh, Andrew L Johnson and James Rohack
affiliation not provided to SSRN, affiliation not provided to SSRN, Texas A&M University and affiliation not provided to SSRN
Downloads 31 (380,382)

Abstract:

Contracting, Prevention, Moral Hazard, Healthcare Systems

13.

Scope Properties: Nonparametric Assessment, Policy Insights and Functional Estimation

Number of pages: 26 Posted: 19 Apr 2011
Brandon Pope and Andrew L Johnson
affiliation not provided to SSRN and Texas A&M University
Downloads 29 (392,000)

Abstract:

Scope, Nonparametric Estimation, Production Functions

14.

A Birth-Death Markov Chain Monte Carlo Method to Estimate the Number of States in a State-Contingent Production Frontier Model

Number of pages: 43 Posted: 12 Jun 2014
Jose Luis Preciado Arreola and Andrew L Johnson
Texas A&M University and Texas A&M University
Downloads 22 (380,382)

Abstract:

BDMCMC, Bayesian SFA, Stochastic Frontier Analysis, State-contingent production

15.

Imposing Conservation of Mass in Abatement Function Estimates: NOx Generation in Coal-Fired Power Plants

Number of pages: 44 Posted: 30 Jan 2012
Maethee Mekaroonreung and Andrew L Johnson
Texas A&M University - Dwight Look College of Engineering and Texas A&M University
Downloads 19 (423,313)

Abstract:

Frontier estimation, nonparametric regression, conservation of mass, pollutant function, marginal abatement cost

16.

Power Curve Estimation: Functional Estimation Imposing the Regular Ultra Passum Law

Number of pages: 42 Posted: 21 Jun 2015 Last Revised: 19 Feb 2017
Hoon Hwangbo, Andrew L Johnson and Yu Ding
Texas A&M University - Dwight Look College of Engineering, Texas A&M University and Texas A&M University - Dwight Look College of Engineering
Downloads 9 (327,978)

Abstract:

convex nonparametric least squares, curve fitting with shape constraints, nonparametric statistics, production economics analysis, wind energy application

17.

The Effect of Performance Measurement Systems on Productive Performance: An Empirical Study of Italian Manufacturing Firms

Number of pages: 37 Posted: 23 Oct 2015
Hankyul Oh, Andrew L Johnson, Lorenzo Lucianetti and Seokjun Youn
Texas A&M University - Dwight Look College of Engineering, Texas A&M University, University of Chieti and Pescara and Texas A&M University - Department of Information & Operations Management
Downloads 0 (257,041)

Abstract:

Performance Measurement System (PMS), Productivity Analysis, Italian Manufacturing