TAILIEUCHUNG - Measurement of Technical Efficiency. A brief survey on parametric and non-parametric techniques - Francesco Porcelli January 2009

This document includes: Measurement of efficiency, Mathematical programming models: the non-parametric approach, Stochastic frontier models: the parametric approach. | Measurement of Technical Efficiency. A brief survey on parametric and non-parametric techniques Francesco Porcelli January 2009 1 Francesco Porcelli - Measurement of Technical Efficiency 2 Contents 1 Measurement of efficiency 3 Koopmans and Debreu-Farrell measure of technical efficiency . 3 Output approach. 4 Input approach. 5 Features of Debreu-Farrell measure of technical efficiency . 6 Measure of allocative efficiency. 7 Techniques for measurement of technical efficiency . 9 2 Mathematical programming models the non-parametric approach 10 DEA one-input one-output model. 10 Multiple input and multiple output model. 10 Model with variable return to scale. 12 Model without strong disposability. 13 Relaxation of the convexity of the output and input set . 14 Stochastic DEA model. 15 3 Stochastic frontier models the parametric approach 16 One-output multiple-input cross-sectional model of technical efficiency. 16 Estimation techniques. 17 One-output multiple-input panel data models of technical efficiency . 19 Fixed effects model. 20 Random effects model. 21 Some problems . 24 References 26 Francesco Porcelli - Measurement of Technical Efficiency 3 1 Measurement of efficiency Following Lovell 1993 the productivity of a production unit can be measured by the ratio of its output to its input. However productivity varies according to differences in production technology production process and differences in the environment in which production occurs. The main interest here is in isolating the efficiency component in order to measure its contribution to productivity. Producers are efficient if they have produced as much as possible with the inputs they have actually employed and if they have produced that output at minimum cost Greene 1997 . It is important however to be aware that efficiency is only one part of the overall performance as reported in Figure 1 a complete analysis .

• Kinh tế học
• Technical Efficiency
• Technical Efficiency
• Phương pháp phân tích bao số liệu
• Hiệu quả kĩ thuật
• Stochastic frontier models
• Parametric approach
• Journal of law and criminal justice
• Socio economic producers’ technical efficiency in Mali
• Pedological producers’ technical efficiency in Mali
• Climate determinants of producers’ technical efficiency in Mali
• Producers’ technical efficiency in Mali
• Mathematical programming
• Super efficiency
• Correlation coefficient
• Super efficiency of commercial banks
• Resource use efficiency
• Economic efficiency
• Cobb douglas production function
• Data envelopment analysis
• Summary of Doctor thesis
• Improving economic
• Technical efficiency of prop equipment
• Underground coal mining
• Quang Ninh area
• Power outages
• Manufacturing firms
• Technical efficiency of manufacturing firms
• Selected South Asian countries
• Vietnam's economic development
• Rice farms
• Determinants of technical efficiency
• Stochastic frontier production function
• Measuring Technical
• Rice Production
• Stock exchange
• Nigerian stock exchange
• Manufacturing companies
• The technical efficiency
• Tạp chí khoa học
• Technical efficiency of oyster mushroom production
• Quang Tri province
• An application of output oriented data envelopment analysis
• Output oriented data envelopment analysis
• Technical efficiency level
• Oyster mushroom production
• Output oriemted data
• Envelopment analysis
• Estimated their technical efficiency level
• Technical efficiency for strategic change
• Global competitiveness
• Non‐parametric technique
• Credit access
• Protected cultivation
• Capsicum production
• Production efficiency of capsicum
• Efficiency and evaluation
• Technical efficiency evaluation
• Kenyan sample banking sector
• Producing below the production frontier
• Banks have undergone incredible development
• Credit risk
• Monetary risk
• Systematic and unsystematic risks
• Gulf cooperation council countries
• Income diversification
• Labor dependence
• Rural credit
• Small holder coffee farms
• Oyster mushroom
• Training course
• Bootstrapped Data Envelopment Analysis
• Irrigation water
• Scale economy
• Scale economy of dibiteries
• Sheep is prepared
• Doctor of Philosophy
• Vietnamese banking
• Encompassing preand Post WTO entry
• Sector an empirical analysis
• Global Malmquist total factor productivity
• Meta frontier
• Garment industries
• Water conveyance efficiency
• On farm application efficiency
• Technical indicators
• Bhimsagar medium irrigation project
• Water delivery
• Surveying and mapping engineering
• Research on technical solutions
• The efficiency of geodetic work
• The construction of skyscraper in Vietnam
• Build geodetic engineering solutions
• Export value
• Export efficiency
• Technical Barriers to Trade
• Vietnam’s apparel products
• Gravity model
• Logit model
• Jordan insurance companies
• Determinants using DEA
• Examine the efficiency determinants
• Technical efficiency scores