DEA Cross-efficiency in the R program

June 5, 2017 | Autor: J. Pessanha | Categoría: Business, Business Administration, Electrical Engineering, Optimization (Mathematical Programming), Economics, Econometrics, Energy Economics, Statistics, Data Mining, Operations Management, Operations Research, Innovation statistics, Nonparametric Statistics, Applied Econometrics, Operation Management, Business Process Management, Applied Statistics, Data Analysis, Computational Statistics, Energy, Mathematical Programming, Linear Programming, Business Intelligence, Utilities, Productivity, Regulation, Quantitative Methods, Industrial Engineering, Data Envelopment Analysis, Efficiency and Productivity Analysis, Regulation Economics, Energy efficiency, Operations research and Optimization, R programming language, R (Statistics), Electric Power Systems, Operational Research, Economy, Economia, Business Management, Economía, Estatística, Data Science, Stochastic Data Envelopment Analysis, Business and Management, OPerations research and statistics, Productivity Analysis, Investigacion De Operaciones, Engenharia de Produção, Pesquisa Operacional, Estadistica, ESTATÍSTICA APLICADA, Statistics, Econometrics, Economics, Marketing searching and adjusting, Management methods, Demography, Projects with foreign financing, Price universe and interpret indices, Physics, Econophysics., Data Envelopment Analysis(DEA), ENERGIA, Production and Operation Management, Minería de Datos, Data envelopment analysis, efficiency analysis, Efficiency, Econometría, Estatistica, Applied Mathematics and Statistics, Statistiques, Public Utilities Regulation, Performance measurement using Data Envelopment Analysis (DEA), Public Utilities, Electric Utilities, STATISTIQUE, Energie, Mathematics and Statistics, Statistique Econometrie, Genie Industriel, Genie Logiciel, Mineração de dados, Análisis Envolvente De Datos, Genie Electrique, GENIE INFORMATIQUE, Génie électrique, Regulation of Public Utilities, Estadistica Aplicada, Economic Regulation, Programacion Lineal, Análisis de datos, Estadística Para Ingenieros, Econometrics, Energy Economics, Statistics, Data Mining, Operations Management, Operations Research, Innovation statistics, Nonparametric Statistics, Applied Econometrics, Operation Management, Business Process Management, Applied Statistics, Data Analysis, Computational Statistics, Energy, Mathematical Programming, Linear Programming, Business Intelligence, Utilities, Productivity, Regulation, Quantitative Methods, Industrial Engineering, Data Envelopment Analysis, Efficiency and Productivity Analysis, Regulation Economics, Energy efficiency, Operations research and Optimization, R programming language, R (Statistics), Electric Power Systems, Operational Research, Economy, Economia, Business Management, Economía, Estatística, Data Science, Stochastic Data Envelopment Analysis, Business and Management, OPerations research and statistics, Productivity Analysis, Investigacion De Operaciones, Engenharia de Produção, Pesquisa Operacional, Estadistica, ESTATÍSTICA APLICADA, Statistics, Econometrics, Economics, Marketing searching and adjusting, Management methods, Demography, Projects with foreign financing, Price universe and interpret indices, Physics, Econophysics., Data Envelopment Analysis(DEA), ENERGIA, Production and Operation Management, Minería de Datos, Data envelopment analysis, efficiency analysis, Efficiency, Econometría, Estatistica, Applied Mathematics and Statistics, Statistiques, Public Utilities Regulation, Performance measurement using Data Envelopment Analysis (DEA), Public Utilities, Electric Utilities, STATISTIQUE, Energie, Mathematics and Statistics, Statistique Econometrie, Genie Industriel, Genie Logiciel, Mineração de dados, Análisis Envolvente De Datos, Genie Electrique, GENIE INFORMATIQUE, Génie électrique, Regulation of Public Utilities, Estadistica Aplicada, Economic Regulation, Programacion Lineal, Análisis de datos, Estadística Para Ingenieros

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Descripción

This paper aims to present an implementation of the DEA cross-efficiency models in the environment R. R is a free software and open source, highly extensible that offers a variety of functions and graphical routines for data analysis. We develop R codes for both formulations aggressive and benevolent of the DEA cross-efficiency models. In order to illustrate a practical application of the R codes we use inputs and outputs from Brazilian electricity distribution utilities.

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