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Articles
If you are interested in obatining any articles, please contact me .
A MATLAB program is available for downloading for calculating the game
cross efficiency (see item 65).
90
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Du, J.,
Wang, J., Chen, Y., Chou, S-Y, and Zhu, Joe, Incorporating Health
Outcomes in Pennsylvania Hospital Efficiency: An Additive
Super-efficiency DEA Approach, Annals of Operations Research, in press
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89
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Cook,
W.D., Harrison, J., Rouse, P. and Zhu,
Joe, Relative Efficiency Measurement: The Problem of a Missing Output
in a
Subset of Decision Making Units, European Journal of Operational
Research, (in
press) |
88
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Du,
J., Chen, C-M, Chen, Y., Cook, W.D. and
Joe
Zhu, Joe, Additive Super-efficiency in Integer-valued Data Envelopment
Analysis, European Journal of Operational Research, 218 (2012), 186-192. |
87
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Lee,
H-S,
and
Zhu, Joe, Super-efficiency infeasibility and zero data in DEA,
European Journal of Operational Research, Vol. 216 (2012), 429-433. |
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86
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Du,
J.,
Liang,
L.,
Chen, Y., Cook, W.D. and Zhu, Joe, A Bargaining Game
Model for Measuring Performance of Two-stage Network Structures,
European Journal of Operational Research, Vol 210, Issue 2 (2011),
390-397. |
85
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Liang,
L., Li, Z-Q, Cook, W.D. and Zhu, Joe, DEA Efficiency in Two-Stage
Networks with
Feed Back, IIE Transactions, Vol 43 (2011), 309-322.
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84
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Lee,
H-S,
Chu,
C-W, and Zhu, Joe, Super-efficiency DEA in the Presence of
Infeasibility, European Journal of Operational Research, Vol. 212
(2011), 141-147. |
83
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Chen, C-M
and Zhu, Joe, Efficient Resource Allocation via Efficiency Bootstraps:
An Application to R&D Project Budgeting, Operations Research, Vol.
59, No. 3 (2011), 729-741.
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82
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Cook,
W.D.
and Zhu, Joe, Output Specific Input Assurance Regions in DEA, Journal
of the Operational Research Society, Vol. 62, (2011), 1881-1887.
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81
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Cook,
W.D. and Zhu, Joe, Multiple Variable Proportionality in Data
Envelopment Analysis, Operations Research, Vol. 59, No. 4 (2011),
1024-1032. |
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80
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Chen, Y.,
Cook, W.D. and Zhu, Joe, Deriving the DEA Frontier for
Two-Stage
Processes, European Journal of
Operational Research, Vol. 202 (2010), 138-142. |
79
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Du, J.,
Liang, L., and Zhu, Joe, A slacks-based
measure of super-efficiency in data envelopment analysis: A Comment,
European Journal of Operational Research,
Vol. 204 (2010), 694-697. |
78
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Cook,
W.D. and Zhu, Joe, Context-dependent performance standards in DEA,
Annals of Operations Research, Vol. 173, No. 1 (2010), 163-175.
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77
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Cook,
W.D., Liang, L. and Zhu, Joe,
Measuring
Performance of Two-Stage Network Structures by DEA: A Review and Future
Perspective, OMEGA, Vol. 38 (2010), 423-430. |
76
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Chen,
Y., Du, J., Sherman, H.D. and Zhu, Joe, DEA Model with Shared Resources
and Efficiency Decomposition, European Journal of Operational Research,
Vol. 207 (2010), 339-349.
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75
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Cook,
W.D., Zhu, Joe, Yang, F. and Bi, G-B, Network DEA: Additive Efficiency
Decomposition, European Journal of Operational Research, Vol. 207,
Issue 2 (2010), 1122-1129.
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74
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Chen,
Y.,
Liang,
L.
and Zhu, Joe, Equivalence in
Two-Stage DEA Approaches, European
Journal of Operational Research, Vol. 193 (2009), Issue 2, 600-604.
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73
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Liang,
L., Zha, Y., Cook, W.D. and Zhu, Joe, A
Modified Super-efficiency DEA Model for Infeasibility, Journal of
Operational Research Society, Vol. 69 (2009), 276-281.
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72
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Chen,
Y.,
Cook,
W.D.,
Li, N. and Zhu, Joe, Additive
Efficiency Decomposition in Two-Stage DEA,
European Journal of Operational Research, Vol. 196 (2009), 1170-1176. |
71
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Cook, W.D.
Yang, F. and Zhu, Joe, Nonlinear
inputs and diminishing marginal value in DEA, Journal of the
Operational Research Society, Vol. 60, No. 11
(2009), 1567-1574. |
70
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Cook, W.D. and Zhu, Joe,
Piecewise
Linear Output
Measures in DEA, European Journal of Operational
Research, Vol. 197 (2009), 312-319.
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69
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Cooper,
W.W.
Z.
Huang,
S. Li and J. Zhu, A
Response to the Critiques of Dmitruk and Koshevoy and of Bol, Journal
of Productivity Analysis, Vol. 29, No. 1 (2008), 15-21.
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68
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Cook, W.D.
and Zhu, Joe, Context-dependent
assurance regions in DEA, Operations
Research, Vol. 56, No. 1 (2008), 69-78. |
67
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Liang,
L., Wu, J., Cook, W.D., and Zhu, Joe, Alternative secondary goals in
DEA cross efficiency evaluation, International Journal of Production
Economics, Vol. 113 (2008), 1025-1030.. |
66
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Liang,
L.,
Cook,
W.D.
and Zhu, Joe, DEA Models
for two-stage processes: game approach and efficiency decomposition,
Naval Research Logistics, Vol. 55 (2008), 643-653.
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65
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Liang,
L.,
Wu,
J.,
Cook, W.D. and Zhu, Joe, The
DEA game cross efficiency model and its Nash equilibrium, Operations
Research, Vol. 56 (2008), 1278-1288.
(A program for the calculation of game
cross efficiency via MATLAB is developed by Dr. Wu, J. To use this
program, the user needs to change the data for inputs/output. Please
contact Dr. Wu at <jacky012@mail.ustc.edu.cn> for any questions
on using the program. Download Gamecross.m)
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64
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Cook,
W.D. and Zhu, Joe, Within-Group Common
Weights in DEA: An Analysis of Power Plant Efficiency, European Journal
of Operational Research, Vol. 178, Issue 1 (2007), 207-216.
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63
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Cook,
W.D.
and
Zhu,
Joe, Classifying Inputs and
Outputs in Data Envelopment Analysis, European
Journal of Operational Research, Vol. 180, Issue 2 (2007), 692-699.
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62
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Gregorious,
G.N. and Zhu, Joe, Data envelopment
analysis as an alternative performance evaluation tool in assessing the
efficiency of funds of hedge funds, Journal
of Portfolio Management, Vol. 33, No. 2 (2007), 120-132. |
61
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Cooper,
W.W., Seiford, L.M., Tone, K. and Zhu,
Joe, Some models and measures for evaluating performances with DEA:
Past accomplishments
and future prospects, Journal of
Productivity Analysis, Vol. 28, No. 3 (2007), 151-163. |
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60
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Chen, Y.,
Liang, L., Yang, F. and Zhu, Joe,
Evaluation of information technology investment: A data envelopment
analysis approach, Computers & Operations Research, Vol.33, Issue 5
(2006), 1368-1379.
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59
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Cook, W.D.
Green, R. and Zhu, Joe, Dual-Role
Factors in DEA, IIE Transactions,
Vol. 38, Number 2 (2006), 105-115. |
58
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Cook,
W.D. and Zhu, Joe, Incorporating
Multi-Process Performance Standards Into the DEA Framework, Operations
Research, Vol. 54, No. 4 (2006), 656-665.
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57
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Cook,
W.D.
and
Zhu,
Joe,
Rank order data in DEA: A general framework, European Journal of
Operational Research, Vol. 174, Issue 2 (2006), 1021-1038.
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56
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Cook,
W.D. and Zhu, Joe, Preface for the Special Issue on “Performance
Evaluation and Beyond: Data Envelopment Analysis Research Frontiers” in
Honor of William W. Cooper, Annals of Operations Research, Vol. 145,
No. 1 (2006), 1-3.
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55
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Liang,
L., Yang, F. Cook, W.D. and Zhu, Joe, DEA Models for Supply Chain
Efficiency Evaluation, Annals of Operations Research, Vol. 145, No. 1
(2006), 35-49.
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54
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Sherman,
D.H. and Zhu, Joe, Benchmarking with Quality-adjusted DEA (Q-DEA) to
Seek Lower-Cost High-Quality Service: Evidence from a U.S. bank
application, Annals of Operations Research, Vol. 145, No. 1 (2006),
301-319.
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53
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Seiford,
L.M.
and
Zhu,
Joe, A response
to comments on modeling
undesirable factors in efficiency evaluation, European Journal of
Operational Research, Vol. 161, Issue 2 (2005), 679-581. |
52
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Morita, H., Hirokawa, K and Zhu,
Joe, A slack based measure of efficiency in context dependent data
envelopment analysis, OMEGA, Vol. 33, Issue 4 (2005), 357-362. |
51
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Cook, W.D. and Zhu, Joe, Allocation
of shared costs among decision making units: A DEA approach, Computers
& Operations Research, Vol. 32, Issue 8, (2005), 2171-2178. |
50
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Gregoriou, G.N., Sedzro, K. and Zhu,
Joe,
Hedge fund performance appraisal using data envelopment analysis,
European Journal of Operational Research, Vol. 164, Issue 2 (2005),
555-571. |
49
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Cook, W.D. and Zhu, Joe, Building
performance
standards into DEA structures, IIE
Transactions, Vol 37, Issue 3 (2005), 267-275. |
48
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Seiford, L.M. and Zhu, Joe, Notes
On
Sensitivity and Stability of the
Classifications of Returns to Scale in Data Envelopment Analysis: A
Comment, Journal
of Productivity Analysis, Vol. 23, (2005), 315-316. |
47
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Huang,
Z.M.,
Li,
S.X.
and Zhu, Joe, A Special Issue on “Data Envelopment
Analysis: Theories and Applications” in honor of William W. Cooper,
International Journal of Information Technology and Decision Making,
Vol. 4, No. 3 (2005), 311-316.
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46
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Chen, Y., Morita, H. and Zhu Joe,
COntext-dependent DEA with An Application to Tokyo Public Libraries,
International Journal of Information Technology and Decision Making,
Vol. 4, No. 3 (2005), 385-394.
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45
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Zhu, Joe, A buyer-seller game model
for
selection and negotiation of purchasing bids: Extensions and New
Models, European Journal of Operational Research, Vol 154, Issue 1,
(2004), 150-156. |
44
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Banker, R.D., Cooper, W.W.,
Seiford, L.M., Thrall, R.M. and Zhu, Joe, Returns to scale in different
DEA models. European Journal of Operational Research, Vol. 154, (2004),
345-362. |
43
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Cooper, W.W., Seiford, L.M. and Zhu,
Joe, Data envelopment analysis: History, Models and Interpretations, in
Handbook on Data Envelopment Analysis, eds W.W. Cooper, L.M. Seiford
and J. Zhu, Chapter 1, 1-39, Kluwer Academic Publishers, Boston. 2004. |
42
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Banker, R.D., Cooper, W.W., Seiford,
L.M., and Zhu, Joe, Returns to scale in DEA, in Handbook on Data
Envelopment Analysis, eds W.W. Cooper, L.M. Seiford and J. Zhu, Chapter
2, 41-73, Kluwer Academic Publishers, Boston. 2004. |
41
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Cooper, W.W., Li, Shanling, Seiford,
L.M. and Zhu, Joe, Sensitivity Analysis in DEA, in Handbook on Data
Envelopment Analysis, eds W.W. Cooper, L.M. Seiford and J. Zhu, Chapter
3, 75-97, Kluwer Academic Publishers, Boston. 2004. |
40
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Cooper, W.W., Deng, H. Seiford, L.M.
and
Zhu, Joe, Congestion: Its Identification and Management with DEA, in
Handbook on Data Envelopment Analysis, eds W.W. Cooper, L.M. Seiford
and J. Zhu, Chapter 7, 177-201, Kluwer Academic Publishers, Boston.
2004. |
39
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Chen, Y. and Zhu, Joe, Measuring
information technology’s indirect impact on firm performance,
Information Technology & Management Journal, Vol. 5, Issue 1-2
(2004), 9-22. |
38
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Zhu, Joe, Imprecise DEA via
standard
linear DEA models with a revisit to a Korean mobile telecommunication
company, Operations Research, Vol. 52, No. 2 (2004), 323-329. |
37
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Cook, W.D., Seiford, L.M. and
Zhu, Joe, Models for performance benchmarking: Measuring the effect of
e-commerce activities on banking performance, OMEGA, Vol.32, Issue 4
(2004), 313-322. |
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36
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Johnson, S.A. and Zhu, Joe,
Identifying top applicants in recruiting using data envelopment
analysis, Socio-Economic Planning Sciences, Vol. 37, (2003), 125-139. |
35
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Zhu, Joe, Imprecise data
envelopment
analysis (IDEA): A review and improvement with an application, European
Journal of Operational Research, Vol. 144, (2003), 513-529. |
34
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Zhu, Joe, Efficiency evaluation with
strong ordinal input and output measures, European Journal
of Operational Research, Vol 145, (2003), 125-139. |
33
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Cook, W.D. and Zhu, Joe, Output
deterioration with input reduction in data envelopment analysis, IIE
Transactions, Vol. 35, No. 3, (2003), 309-320. |
32
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Chen, Y., Morita, H. and Zhu,
Joe,
Multiplier bounds in DEA via strong complementary slackness condition
solution, International Journal of Production Economics, Vol. 86, No.
1, (2003), 11-19. |
31
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Seiford, L.M. and Zhu, Joe,
Context-dependent data envelopment analysis: measuring attractiveness
and progress. OMEGA, Vol. 31, Issue 5, (2003), 397-480. (Note:
Computational errors have been discovered in the paper. However, they
do not affect the results. These errors are corrected in Cook and Zhu,
Designing and
Modeling Performance Evaluation Issues, Springer Science, 2005. ) |
30
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Chen, Y. and Zhu, Joe, DEA Models
for Identifying Critical Performance Measures, Annals of Operations
Research, Vol. 124, Issue 1, (2003), 225-244 |
29
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Wilkens, K. and Zhu, Joe,
Classifying hedge funds using data envelopment analysis, in Hedge
Funds: Strategies, Risk
Assessment, and Returns, Chapter 10, 161-175, eds G.N. Gregoriou, V.N.
Karavas,
and F. Rouah, BeardBooks, Washington, D.C. 2003 . |
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28
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Seiford,
L.M.
and
Zhu,
Joe,
Modeling undesirable factors in efficiency evaluation, European Journal
of Operational Research, Vol. 142, No. 1 (2002), 16-20. |
27
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Seiford, L.M. and Zhu, Joe, Value
judgment versus allocative efficiency: a case of Tennessee county
jails, Journal of Management Sciences & Regional Development, Issue
4, July (2002), 89-98. |
26
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Seiford, L.M. and Zhu, Joe,
Classification
invariance in data envelopment analysis, Chapter 10, 331-342, in
Uncertainty and Optimality: Probability, Statistics & Operations
Research,
ed. J.C. Misra, World Scientific, Singapore, 2002. |
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25
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Zhu,
Joe, Super-efficiency and DEA sensitivity analysis. European Journal of
Operational Research, Vol. 129, No. 2 (2001), 443-455. (Note:
There is a typo in Theorem 2: There should be no "square root" at
1+r*. Please see this erratum. to
“Super-efficiency and DEA sensitivity analysis” European Journal of
Operational Research, Volume 179, Issue 1, 16 May 2007,
Page277) |
24
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Cooper, W.W., Li, S., Seiford,
L.M.,
Thrall, R.M. and Zhu, Joe, Sensitivity and stability analysis in DEA:
some recent developments, Journal of Productivity Analysis, Vol. 15,
(2001), 217-246. |
23
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Wilkens, K. and Zhu, Joe,
Portfolio
evaluation and benchmark selection: A mathematical programming
approach, Journal of Alternative Investments, Vol. 4, No. 1, Summer,
(2001), 9-19. |
22
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Cooper, W.W., Seiford, L.M., and Zhu,
Joe, Slacks and congestion: response to a comment by R.
Fare and S. Grosskopf, Socio-Economic Planning Sciences, Vol. 35, No. 3
(2001), 205-215. |
21
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Zhu, Joe, A multidimensional
quality-of-life measure with an application to Fortune’s best cities,
Socio-Economic Planning Sciences, Vol. 35, No. 4 (2001), 263-284. |
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20
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Cooper,
W.W.,
Seiford,
L.M.
and Zhu,
Joe, A unified additive model approach for evaluating inefficiency and
congestion with associated measures in DEA. Socio-Economic Planning
Sciences, Vol. 34, No. 1 (2000), 1-25. |
18
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Zhu, Joe, Multi-factor performance
measure model with an application to Fortune 500 companies. European
Journal of Operational Research, Vol. 123, No. 1 (2000), 105-124. |
18
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Zhu, Joe, Setting scale
efficient
targets in DEA via returns to scale estimation method.
Journal of Operational Research Society, Vol. 51, No. 3 (2000), 376-378. |
17
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Zhu, Joe, Further discussion on DEA
and
linear production function. European Journal of Operational Research,
Vol. 127, No. 3 (2000), 611-618. |
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16
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Seiford,
L.M. and Zhu, Joe, An
investigation of returns to scale under data envelopment analysis.
OMEGA, International Journal of Management Science, Vol. 27, No. 1
(1999), 1-11. |
15
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Seiford, L.M. and Zhu, Joe,
Sensitivity
and stability of the classification of returns to scale in data
envelopment analysis. Journal of Productivity Analysis, Vol. 12, No. 1,
(1999), 55-75. |
14
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Seiford, L.M. and Zhu, Joe,
Infeasibility of super efficiency data envelopment analysis models.
INFOR, Information Systems & Operational Research, Vol. 37, No. 2,
(May 1999), 174-187. |
13
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Seiford, L.M. and Zhu, Joe,
Profitability
and marketability of the top 55 US commercial banks. Management
Science, Vol. 45, No. 9 (September 1999), 1270-1288. |
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12
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Seiford,
L.M.
and
Zhu,
Joe,
An acceptance system decision rule with data envelopment analysis.
Computers and Operations Research, Vol. 25, No. 4, (1998), 329-332. |
11
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Seiford, L.M. and Zhu, Joe, On
piecewise loglinear and log efficiency measures. Computers and
Operations Research, Vol. 25, No. 5, (1998), 389-395. |
10
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Ray, S., Seiford, L.M., and Zhu,
Joe,
Market entity behavior of Chinese state-owned enterprises. OMEGA,
International Journal of Management Science, Vol. 26, No. 2
(1998), 263-278. |
9
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Seiford, L.M. and Zhu, Joe,
Identifying excesses and deficits in Chinese industrial productivity
(1953-1990): A weighted data envelopment analysis approach. OMEGA,
International Journal of Management Science, Vol. 26, No. 2 (1998),
279-296. |
8
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Seiford, L.M. and Zhu,
Joe, Stability regions for maintaining efficiency in data envelopment
analysis. European Journal of Operational Research, Vol. 108, No. 1,
(1998), 127-139. |
7
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Seiford, L.M. and Zhu, Joe,
On
alternative optimal solutions in the estimation of returns to scale in
DEA. European J. of Operational Research, Vol. 108, No. 1, (1998)
149-152. |
6
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Zhu, Joe, Data envelopment analysis
vs.
principal component analysis: An illustrative study of
economic performance of Chinese cities. European Journal of Operational
Research, Vol. 111, No. 1 (1998), 50-61. |
5
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Seiford, L.M. and Zhu, Joe,
Sensitivity analysis of DEA models for simultaneous changes in all the
data. Journal of the Operational Research Society, Vol. 49, (1998),
1060-1071. |
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4
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Zhu, Joe,
and Z. Shen, A discussion of
testing DMUs' returns to scale. European Journal of Operational
Research, Vol. 81 (1995), 590-596. |
3
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Zhu, Joe, Data envelopment analysis
with
preference structure. Journal of Operational Research Society, Vol. 47
(1996), 136-150. |
2
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Zhu, Joe, Robustness of the
efficient DMUs in data envelopment analysis. European Journal
of Operational Research, Vol. 90, No. 3 (1996), 451-460. |
1
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Zhu, Joe, DEA/AR analysis of the
1988-1989 performance of the Nanjing Textile Cooperation. Annals of
Operations Research, Vol. 66, (1996), 311-335. |
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