Data envelopment analysis with heterogeneous data: an application

被引：15
|
作者：
Sengupta, JK [1 ]
机构：
[1] Univ Calif Santa Barbara, Dept Econ, Santa Barbara, CA 93106 USA
来源：
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY | 2005年 / 56卷 / 06期
关键词：
heteroscedasticity; size variations; cost frontier; minimum efficient scale;
D O I：
10.1057/palgrave.jors.2601861
中图分类号：
C93 [管理学];
学科分类号：
12 ; 1201 ; 1202 ; 120202 ;
摘要：
The effects of data heterogeneity on the efficiency estimate by data envelopment analysis are evaluated here in terms of empirical applications in the computer industry. Scale or size variations of firms and heteroscedasticity are the two forms of heterogeneity considered here. Our empirical results show that the adverse effects of data heterogeneity can be considerably reduced by the methods suggested here.
引用
收藏
页码：676 / 686
页数：11
相关论文
共 50 条
  • [1] An application of sensitivity analysis in data envelopment analysis
    Neralic, L
    Sikora, Z
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON OPERATIONAL RESEARCH - KOI'98, 1999, : 25 - 33
  • [2] REVENUE CONGESTION: AN APPLICATION OF DATA ENVELOPMENT ANALYSIS
    Haghighi, Habibe Zare
    Adeli, Sajad
    Lotfi, Farhad Hosseinzadeh
    Jahanshahloo, Gholam Reza
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2016, 12 (04) : 1311 - 1322
  • [3] A Parallel Application of Matheuristics in Data Envelopment Analysis
    Gonzalez, Martin
    Lopez-Espin, Jose J.
    Aparicio, Juan
    Gimenez, Domingo
    [J]. DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2019, 800 : 172 - 179
  • [4] Time substitution with application to data envelopment analysis
    Fare, R.
    Grosskopf, S.
    Margaritis, D.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 206 (03) : 686 - 690
  • [5] An application of data envelopment analysis on marble factories
    Saracli, Sinan
    Kilic, Ibrahim
    Dogan, Ilkay
    Gazeloglu, Cengiz
    [J]. JOURNAL OF INEQUALITIES AND APPLICATIONS, 2013,
  • [6] An application of data envelopment analysis on marble factories
    Sinan Saraçli
    İbrahim Kiliç
    İlkay Doğan
    Cengiz Gazeloğlu
    [J]. Journal of Inequalities and Applications, 2013
  • [7] Data envelopment analysis: an application in the transport sector
    Saxena, Punita
    Dewan, K. K.
    Mustafa, M.
    [J]. JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2006, 9 (02) : 385 - 395
  • [8] An application of data envelopment analysis in telephone offices evaluation with partial data
    Kim, SH
    Park, CG
    Park, KS
    [J]. COMPUTERS & OPERATIONS RESEARCH, 1999, 26 (01) : 59 - 72
  • [9] Data envelopment analysis with imprecise data: An application of Taiwan machinery firms
    Kao, CA
    Liu, ST
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2005, 13 (02) : 225 - 240
  • [10] Data envelopment analysis with missing data: an application to University libraries in Taiwan
    Kao, C
    Liu, ST
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2000, 51 (08) : 897 - 905
12345