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Volumn 32, Issue 1, 2013, Pages 608-616

Using independent component analysis and network DEA to improve bank performance evaluation

Author keywords

Banking; Independent component analysis; Network DEA; Network slacks based measure; Performance evaluation

Indexed keywords


EID: 84876721336     PISSN: 02649993     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.econmod.2013.03.003     Document Type: Article
Times cited : (77)

References (37)
  • 1
    • 0035898996 scopus 로고    scopus 로고
    • Evaluation of deregulated airline networks using data envelopment analysis combined with principle component analysis with an application to Western Europe
    • Adler N., Golany B. Evaluation of deregulated airline networks using data envelopment analysis combined with principle component analysis with an application to Western Europe. European Journal of Operational Research 2001, 132(2):260-273.
    • (2001) European Journal of Operational Research , vol.132 , Issue.2 , pp. 260-273
    • Adler, N.1    Golany, B.2
  • 2
    • 0036723774 scopus 로고    scopus 로고
    • Including principle component weights to improve discrimination in data envelopment analysis
    • Adler N., Golany B. Including principle component weights to improve discrimination in data envelopment analysis. Journal of the Operational Research Society 2002, 53(9):985-991.
    • (2002) Journal of the Operational Research Society , vol.53 , Issue.9 , pp. 985-991
    • Adler, N.1    Golany, B.2
  • 3
    • 70349748517 scopus 로고    scopus 로고
    • Improving discrimination in data envelopment analysis: PCA-DEA or variable reduction
    • Adler N., Yazhemsky E. Improving discrimination in data envelopment analysis: PCA-DEA or variable reduction. European Journal of Operational Research 2010, 202(1):273-284.
    • (2010) European Journal of Operational Research , vol.202 , Issue.1 , pp. 273-284
    • Adler, N.1    Yazhemsky, E.2
  • 4
    • 80053131521 scopus 로고    scopus 로고
    • Integrating the Data Envelopment Analysis and the Balanced Scorecard approaches for enhanced performance assessment
    • Amado C.A.F., Santos S.P., Marques P.M. Integrating the Data Envelopment Analysis and the Balanced Scorecard approaches for enhanced performance assessment. Omega 2012, 40:390-403.
    • (2012) Omega , vol.40 , pp. 390-403
    • Amado, C.A.F.1    Santos, S.P.2    Marques, P.M.3
  • 6
    • 33747783892 scopus 로고    scopus 로고
    • Developing foreign bank efficiency models for DEA grounded in finance theory
    • Avkiran N.K. Developing foreign bank efficiency models for DEA grounded in finance theory. Socio-Economic Planning Sciences 2006, 40(4):275-296.
    • (2006) Socio-Economic Planning Sciences , vol.40 , Issue.4 , pp. 275-296
    • Avkiran, N.K.1
  • 7
    • 56549125790 scopus 로고    scopus 로고
    • Opening the black box of efficiency analysis: an illustration with UAE banks
    • Avkiran N.K. Opening the black box of efficiency analysis: an illustration with UAE banks. Omega 2009, 37(4):930-941.
    • (2009) Omega , vol.37 , Issue.4 , pp. 930-941
    • Avkiran, N.K.1
  • 8
    • 0021497874 scopus 로고
    • Some models for estimating technical and scale inefficiencies in data envelopment analysis
    • Banker R.D., Charnes A., Cooper W.W. Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science 1984, 30(9):1078-1092.
    • (1984) Management Science , vol.30 , Issue.9 , pp. 1078-1092
    • Banker, R.D.1    Charnes, A.2    Cooper, W.W.3
  • 9
    • 79957559147 scopus 로고    scopus 로고
    • The technical efficiency of the Japanese banks: non-radial directional performance measurement with undesirable output
    • Barros C.P., Managi S., Matousek R. The technical efficiency of the Japanese banks: non-radial directional performance measurement with undesirable output. Omega 2012, 40(1):1-8.
    • (2012) Omega , vol.40 , Issue.1 , pp. 1-8
    • Barros, C.P.1    Managi, S.2    Matousek, R.3
  • 10
    • 80255125983 scopus 로고    scopus 로고
    • A Gram-Schmidt process based approach for improving DEA discrimination in the presence of large dimensionality of data set
    • Bian Y. A Gram-Schmidt process based approach for improving DEA discrimination in the presence of large dimensionality of data set. Expert Systems with Applications 2012, 39(3):3793-3799.
    • (2012) Expert Systems with Applications , vol.39 , Issue.3 , pp. 3793-3799
    • Bian, Y.1
  • 14
    • 33645905447 scopus 로고    scopus 로고
    • The impact of macroeconomic and regulatory factors on bank efficiency: a non-parametric analysis of Hong Kong's banking system
    • Drake L., Hall M.J.B., Simper R. The impact of macroeconomic and regulatory factors on bank efficiency: a non-parametric analysis of Hong Kong's banking system. Journal of Banking & Finance 2006, 30(5):1443-1466.
    • (2006) Journal of Banking & Finance , vol.30 , Issue.5 , pp. 1443-1466
    • Drake, L.1    Hall, M.J.B.2    Simper, R.3
  • 15
    • 49149149088 scopus 로고
    • Banking in the theory of finance
    • Fama E.F. Banking in the theory of finance. Journal of Monetary Economics 1980, 6(1):39-57.
    • (1980) Journal of Monetary Economics , vol.6 , Issue.1 , pp. 39-57
    • Fama, E.F.1
  • 17
    • 0000096392 scopus 로고
    • Measuring the technical efficiency of production
    • Färe R., Lovell C.A.K. Measuring the technical efficiency of production. Journal of Economic Theory 1978, 19(1):150-162.
    • (1978) Journal of Economic Theory , vol.19 , Issue.1 , pp. 150-162
    • Färe, R.1    Lovell, C.A.K.2
  • 19
    • 56549122814 scopus 로고    scopus 로고
    • Online banking performance evaluation using data envelopment analysis and principle component analysis
    • Ho C.T.B., Wu D.D. Online banking performance evaluation using data envelopment analysis and principle component analysis. Computers & Operational Research 2009, 36(6):1835-1842.
    • (2009) Computers & Operational Research , vol.36 , Issue.6 , pp. 1835-1842
    • Ho, C.T.B.1    Wu, D.D.2
  • 20
    • 71549148377 scopus 로고    scopus 로고
    • A performance evaluation model for international tourist hotels in Taiwan-An application of the relational network DEA
    • Hsieh L.F., Lin L.H. A performance evaluation model for international tourist hotels in Taiwan-An application of the relational network DEA. International Journal of Hospitality Management 2010, 29(1):14-24.
    • (2010) International Journal of Hospitality Management , vol.29 , Issue.1 , pp. 14-24
    • Hsieh, L.F.1    Lin, L.H.2
  • 21
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: algorithms and applications
    • Hyvärinen A., Oja E. Independent component analysis: algorithms and applications. Neural Networks 2000, 13(4-5):411-430.
    • (2000) Neural Networks , vol.13 , Issue.4-5 , pp. 411-430
    • Hyvärinen, A.1    Oja, E.2
  • 23
    • 0037449031 scopus 로고    scopus 로고
    • A multivariate statistic approach to reducing the number of variables in data envelopment analysis
    • Jenkins L., Anderson M. A multivariate statistic approach to reducing the number of variables in data envelopment analysis. European Journal of Operational Research 2003, 147(1):5161.
    • (2003) European Journal of Operational Research , vol.147 , Issue.1 , pp. 5161
    • Jenkins, L.1    Anderson, M.2
  • 24
    • 72249118159 scopus 로고    scopus 로고
    • Efficiency measurement for network systems: IT impact on firm performance
    • Kao C., Hwang S.N. Efficiency measurement for network systems: IT impact on firm performance. Decision Support Systems 2010, 48(3):437-446.
    • (2010) Decision Support Systems , vol.48 , Issue.3 , pp. 437-446
    • Kao, C.1    Hwang, S.N.2
  • 25
    • 78650414899 scopus 로고    scopus 로고
    • Efficiency measurement using independent component analysis and data envelopment analysis
    • Kao L.J., Lu C.J., Chiu C.C. Efficiency measurement using independent component analysis and data envelopment analysis. European Journal of Operational Research 2011, 210(2):310-317.
    • (2011) European Journal of Operational Research , vol.210 , Issue.2 , pp. 310-317
    • Kao, L.J.1    Lu, C.J.2    Chiu, C.C.3
  • 26
    • 1842430491 scopus 로고    scopus 로고
    • Network DEA: efficiency analysis of organizations with complex internal structure
    • Lewis H.F., Sexton T.R. Network DEA: efficiency analysis of organizations with complex internal structure. Computers and Operations Research 2004, 31(9):1365-1410.
    • (2004) Computers and Operations Research , vol.31 , Issue.9 , pp. 1365-1410
    • Lewis, H.F.1    Sexton, T.R.2
  • 27
    • 62549153978 scopus 로고    scopus 로고
    • An integrated performance evaluation of financial holding companies in Taiwan
    • Lo S.F., Lu W.M. An integrated performance evaluation of financial holding companies in Taiwan. European Journal of Operational Research 2009, 198(1):341-350.
    • (2009) European Journal of Operational Research , vol.198 , Issue.1 , pp. 341-350
    • Lo, S.F.1    Lu, W.M.2
  • 28
    • 0038795474 scopus 로고    scopus 로고
    • Evaluating the profitability and marketability efficiency of large banks: an application of data envelopment analysis
    • Luo X. Evaluating the profitability and marketability efficiency of large banks: an application of data envelopment analysis. Journal of Business Research 2003, 56(8):627-635.
    • (2003) Journal of Business Research , vol.56 , Issue.8 , pp. 627-635
    • Luo, X.1
  • 29
    • 77953686689 scopus 로고    scopus 로고
    • Two-stage evaluation of bank branch efficiency using data envelopment analysis
    • Paradi J.C., Rouatt S., Zhu H. Two-stage evaluation of bank branch efficiency using data envelopment analysis. Omega 2011, 39(1):99-109.
    • (2011) Omega , vol.39 , Issue.1 , pp. 99-109
    • Paradi, J.C.1    Rouatt, S.2    Zhu, H.3
  • 31
    • 0033365646 scopus 로고    scopus 로고
    • Profitability and marketability of the top 55 US commercial banks
    • Seiford L.M., Zhu J. Profitability and marketability of the top 55 US commercial banks. Management Science 1999, 45(9):1270-1288.
    • (1999) Management Science , vol.45 , Issue.9 , pp. 1270-1288
    • Seiford, L.M.1    Zhu, J.2
  • 32
    • 33750321050 scopus 로고    scopus 로고
    • Melt index prediction by neural networks based on independent component analysis and multi-scale analysis
    • Shi J., Liu X., Sun Y. Melt index prediction by neural networks based on independent component analysis and multi-scale analysis. Neurocomputing 2006, 70(1-3):280-287.
    • (2006) Neurocomputing , vol.70 , Issue.1-3 , pp. 280-287
    • Shi, J.1    Liu, X.2    Sun, Y.3
  • 34
    • 64249091911 scopus 로고    scopus 로고
    • A multi-division efficiency evaluation of U.S. electric power companies using weighted slacks-based measure
    • Tsutsui M., Goto M. A multi-division efficiency evaluation of U.S. electric power companies using weighted slacks-based measure. Socio-Economic Planning Sciences 2009, 43(3):201-208.
    • (2009) Socio-Economic Planning Sciences , vol.43 , Issue.3 , pp. 201-208
    • Tsutsui, M.1    Goto, M.2
  • 35
    • 77952554078 scopus 로고    scopus 로고
    • Assessment of airport performance using the SBM-NDEA model
    • Yu M.M. Assessment of airport performance using the SBM-NDEA model. Omega 2010, 38(6):440-452.
    • (2010) Omega , vol.38 , Issue.6 , pp. 440-452
    • Yu, M.M.1
  • 36
    • 0035480297 scopus 로고    scopus 로고
    • An investigation of neural networks for linear time-series forecasting
    • Zhang G.P. An investigation of neural networks for linear time-series forecasting. Computers and Operations Research 2001, 28(12):1183-1202.
    • (2001) Computers and Operations Research , vol.28 , Issue.12 , pp. 1183-1202
    • Zhang, G.P.1
  • 37
    • 33748433929 scopus 로고    scopus 로고
    • Feature selection in independent component subspace for microarray data classification
    • Zheng C.H., Huang D.S., Shang L. Feature selection in independent component subspace for microarray data classification. Neurocomputing 2006, 69(16-18):2407-2410.
    • (2006) Neurocomputing , vol.69 , Issue.16-18 , pp. 2407-2410
    • Zheng, C.H.1    Huang, D.S.2    Shang, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.