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Design and Implementation of a Shiny Interactive Web Application by RStudio for Estimating Data Envelopment Analysis Efficiency Measures

  • Autores: Juan Aparicio Baeza Árbol académico, Lidia Ortiz Henarejos Árbol académico, Jesús T. Pastor Ciurana Árbol académico
  • Localización: BEIO, Boletín de Estadística e Investigación Operativa, ISSN 1889-3805, Vol. 34, Nº. 1, 2018, págs. 25-50
  • Idioma: inglés
  • Enlaces
  • Referencias bibliográficas
    • [1] Ak¸cay, A. E., Ertek, G., and Buy¨ uk¨ ¨ozkan, G. (2012). Analyzing the solutions of dea through information visualization and data mining techniques:...
    • [2] Aparicio, J. and Pastor, J. (2011). A general input distance function based on opportunity costs. Advances in Decision Sciences, Article...
    • [3] Banker, R. D., Charnes, A., and Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in Data Envelopment...
    • [4] Banxia Software Limited (2003). Banxia frontier analyst user’s guide: Professional edition. Technical report, Banxia Software Ltd., Kendal,...
    • [5] Barr, R. S. (2004). DEA software tools and technology. In Handbook on Data Envelopment Analysis, 539–566. Springer.
    • [6] Behin-Cara-Pajoh (2012). DEAOS: Data Envelopment Analysis online software. In https://www.deaos.com/.
    • [7] Bogetoft, P. and Otto, L. (2010). Benchmarking: R package. In: http: //cran.us.r-project.org/web/packages/Benchmarking/index.html.
    • [8] Chambers, R. G., Chung, Y. and F¨are, R. (1998). Profit, Directional Distance Functions, and Nerlovian efficiency. J Optimiz Theory App,...
    • [9] Chang, W., Cheng, J., Allaire, J. J., Xie, Y. and McPherson, J. (2017). Shiny: Web application framework for R. In: https://CRAN.R-project.org/package=shiny
    • [10] Charnes, A., Cooper, W. W., Huang, Z. M. and Sun, D. B. (1990). Polyhedral cone-ratio DEA models with an illustrative application to...
    • [11] Charnes, A., Cooper, W. W., and Rhodes, E. (1978). Measuring the efficiency of Decision Making Units. Eur J Oper Res, 2(6), 429–444.
    • [12] Coelli, T. (1996). A guide to DEAP version 2.1: A Data Envelopment Analysis (computer) program. Centre for Efficiency and Productivity Analysis,...
    • [13] Cook, W. D. and Seiford, L. M. (2009). Data envelopment analysis (DEA)–thirty years on. Eur J Oper Res, 192(1), 1–17.
    • [14] Cooper, W. W., Pastor, J. T., Borras, F., Aparicio, J., and Pastor, D. (2011). BAM: A bounded adjusted measure of efficiency for use...
    • [15] Cooper, W. W., Seiford, L. M., and Tone, K. (2007). Data Envelopment Analysis: A Comprehensive Text With Models, Applications, References and...
    • [16] DEA Solver Pro 6.0 (2008). DEA Solver professional release 6.0.
    • [17] Debreu, G. (1951). The coefficient of resource utilization. Econometrica: Journal of the Econometric Society, 273–292.
    • [18] F¨are, R. and Grosskopf, S. (2000). Reference guide to OnFront. Economic Measurement and Quality Corporation.
    • [19] Jablonsk`y, J. (2009). Software support for multiple criteria decision making problems. Manag Informat Syst, 4(2), 29–34.
    • [20] Kleine, A. (2004). A general model framework for DEA. Omega, 32(1), 17–23.
    • [21] Kleine, A. (2013). DEA solver online.
    • [22] Konis, K. (2011). LpSolveAPI: R interface for LpSolve version 5.5. 2.0. In https://cran.r-project.org/package=lpSolveAPI.
    • [23] Lovell, C. K. and Pastor, J. T. (1995). Units invariant and translation invariant dea models. Oper Res Lett, 18(3), 147–151.
    • [24] MSSSI (2015). Ministerio de sanidad, servicios sociales e igualdad.
    • [25] Oh, D.-h. and Suh, D. (2013). Package nonparaeff: Nonparametric methods for measuring efficiency and productivity. In: http://CRAN.R-project. org/package=nonparaeff.
    • [26] Pastor, J., Lovell, C., and Aparicio, J. (2012). Families of linear efficiency programs based on Debreu’s Loss Function. J Prod Anal,...
    • [27] Pastor, J. T. and Aparicio, J. (2015). Multiplicative and additive distance functions: Efficiency measures and duality. In Benchmarking...
    • [28] Pastor, J. T., Aparicio, J., Monge, J. F., and Pastor, D. (2013). Modeling CRS bounded additive DEA models and characterizing their Pareto-efficient...
    • [29] Pastor, J. T., Ruiz, J. L., and Sirvent, I. (1999). An Enhanced DEA Russell Graph Efficiency Measure. Eur J Oper Res, 115(3), 596–607.
    • [30] R CORE TEAM. (2012). A language and environment for statistical computing. R foundation for statistical computing, Vienna, Austria. Technical...
    • [31] Ray, S. C. (2007). Shadow profit maximization and a measure of overall inefficiency. J Prod Anal, 27(3), 231–236.
    • [32] RStudio Team (2015). RStudio: Integrated development for R. RStudio, Inc., Boston, MA. In: http://www.rstudio.com/
    • [33] Scheel, H. (2000). EMS: Efficiency Measurement System User’s Manual. Operations Research and Witshaftinsformetik. University of Dortmund, Germany.
    • [34] Thanassoulis, E. and Emrouznejad, A. (2004). Performance improvement management (PIM DEA SOFT-v2. 0), University of Aston.
    • [35] Thompson, R. G., Singleton Jr, F., Thrall, R. M., and Smith, B. A. (1986). Comparative site evaluations for locating a high-energy physics...
    • [36] Tone, K. (2001). A slacks-based measure of efficiency in Data Envelopment Analysis. Eur J Oper Res, 130(3), 498–509.
    • [37] Tulkens, H. (1993). On FDH efficiency analysis: Some methodological issues and applications to retail banking, courts, and urban transit....
    • [38] Wei, Q., Yan, H., and Xiong, L. (2008). A bi-objective generalized Data Envelopment Analysis model and point-to-set mapping projection....
    • [39] Wei, Q. and Yu, G. (1997). Analyzing properties of K-cones in the generalized Data Envelopment Analysis model. J Econometrics, 80(1), 63–84.
    • [40] Wilson, P. W. (2008). FEAR: A software package for frontier efficiency analysis with R. Socio Econ Plan Sci, 42(4), 247–254.
    • [41] Yu, G., Wei, Q., and Brockett, P. (1996a). A generalized Data Envelopment Analysis model: A unification and extension of existing methods...
    • [42] Yu, G., Wei, Q., Brockett, P., and Zhou, L. (1996b). Construction of all DEA efficient surfaces of the production possibility set under...
    • [43] Yun, Y. B., Nakayama, H., and Tanino, T. (2004). A generalized model for Data Envelopment Analysis. Eur J Oper Res, 157(1), 87–105.
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