COMPARISON OF RANKING METHODS IN TWO-STAGE SERIAL DEA MODELS

被引:0
|
作者
Jablonsky, Josef [1 ]
机构
[1] Univ Econ, Fac Informat & Stat, Dept Econometr, Prague 13067 3, Czech Republic
关键词
data envelopment analysis; two-stage model; SBM model; efficiency; ranking; DATA ENVELOPMENT ANALYSIS; BANK BRANCH EFFICIENCY;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Data envelopment analysis (DEA) is a non-parametric technique for evaluation of relative efficiency of decision making units characterized by multiple inputs and outputs. An interesting modification of conventional DEA models are models with network structure. The paper presents a modified SBM model for analysis of two-stage serial production systems. The results given by the SBM model are compared to other two models - Kao and Hwang and Chen model. Numerical experiments are realized on the original data set of 24 Taiwanese insurance companies presented in [5].
引用
收藏
页码:97 / 102
页数:6
相关论文
共 50 条
  • [1] Network-based method for ranking of efficient units in two-stage DEA models
    Liu, J. S.
    Lu, W-M
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2012, 63 (08) : 1153 - 1164
  • [2] The uncertain two-stage network DEA models
    Jiang, Bao
    Chen, Hao
    Li, Jian
    Lio, Waichon
    SOFT COMPUTING, 2021, 25 (01) : 421 - 429
  • [3] The uncertain two-stage network DEA models
    Bao Jiang
    Hao Chen
    Jian Li
    Waichon Lio
    Soft Computing, 2021, 25 : 421 - 429
  • [4] Efficiency Ranking in Fuzzy Two-Stage DEA: A Mathematical Programming Approach
    Liu, Shiang-Tai
    6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS, 2012, : 1740 - 1745
  • [5] Outlier detection in two-stage semiparametric DEA models
    Johnson, Andrew L.
    McGinnis, Leon F.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 187 (02) : 629 - 635
  • [6] DEA models for extended two-stage network structures
    Li, Yongjun
    Chen, Yao
    Liang, Liang
    Xie, Jianhui
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2012, 40 (05): : 611 - 618
  • [7] Some alternative DEA models for two-stage process
    Wang, Ying-Ming
    Chin, Kwai-Sang
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 8799 - 8808
  • [8] Ranking of Heart Hospitals Using Cross-Efficiency and Two-stage DEA
    Mirmozaffari, Mirpouya
    Alinezhad, Alireza
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2017, : 217 - 222
  • [9] A note on some alternative DEA models for two-stage process
    Yu, Yu
    Shi, Qin-Fen
    Song, Jia
    EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (10) : 4268 - 4269
  • [10] Loss Function Based Ranking in Two-Stage, Hierarchical Models
    Lin, Rongheng
    Louis, Thomas A.
    Paddock, Susan M.
    Ridgeway, Greg
    BAYESIAN ANALYSIS, 2006, 1 (04): : 915 - 946