Input aggregation bias in technical efficiency with multiple criteria analysis
نویسندگان
چکیده
منابع مشابه
Technical efficiency estimation with multiple inputs and multiple outputs using regression analysis
Regression and linear programming provide the basis for popular techniques for estimating technical efficiency. Regression-based approaches are typically parametric and can be both deterministic or stochastic where the later allows for measurement error. In contrast, linear programming models are nonparametric and allow multiple inputs and outputs. The purported disadvantage of the regression-b...
متن کاملTechnical Efficiency Estimation with Multiple Inputs and Multiple Outputs Using Regression Analysis
Regression and linear programming provide the basis for popular techniques for estimating technical efficiency. Regression based approaches are typically parametric and can be both deterministic or stochastic where the later allows for measurement error. In contrast, linear programming models are nonparametric and allow multiple inputs and outputs. The purported disadvantage of the regression b...
متن کاملMultiple criteria aggregation procedure for mixed evaluations
Most of the existing multiple criteria decision-making methods handle one kind of the information imperfections at the same time. Stochastic methods and fuzzy methods constitute typical examples of these methods. However, several multiple criteria modelizations include simultaneously many kinds of the information imperfections. In this work, we propose a multiple criteria aggregation procedure ...
متن کاملTotal Factor Productivity Growth, Technical Change and Technical Efficiency Change in Asian Economies: Decomposition Analysis
The aim of this paper is to analyze total factor productivity (TFP) growth and its components in Asian countries applying Stochastic Frontier Analysis (SFA) to the time series data of 44 Asian countries from 2000 to 2010. Using Battese and Coelli approach, TFP is divided into technical efficiency change and technical change. TFP decomposition using SFA method for the years 1998 to 2007 indicate...
متن کاملBayesian Estimation of Technical Efficiency of a Single Input
.............................................................................................................................. 7 Introduction ......................................................................................................................... 9 Econometric Model ........................................................................................................... 12 Pr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Applied Economics Letters
سال: 2014
ISSN: 1350-4851,1466-4291
DOI: 10.1080/13504851.2014.948666