Estimating confidence intervals for technical efficiency:: the case of private farms in Slovenia

被引:90
作者
Brümmer, B [1 ]
机构
[1] Univ Kiel, Inst Agrarokon, D-24088 Kiel, Germany
关键词
technical efficiency; stochastic frontier analysis; data envelopment analysis; confidence intervals; bootstrap;
D O I
10.1093/erae/28.3.285
中图分类号
F3 [农业经济];
学科分类号
0202 ; 020205 ; 1203 ;
摘要
This paper analyses the technical efficiency of private farms in Slovenia. Both parametric and non-parametric frontier techniques are employed. The results of the competing methods are compared, and variables that might determine the differences in efficiency are identified. Special attention is directed to the construction of confidence intervals for the individual efficiency estimates. For this purpose, distributional assumptions as well as bootstrapping methods are employed. The analysis reveals a significant degree of inefficiency. However, the confidence intervals suggest a more cautious interpretation of the efficiency scores.
引用
收藏
页码:285 / 306
页数:22
相关论文
共 41 条
[1]  
Afriat S.N., 1967, Int. Econ. Rev., V8, P67, DOI [DOI 10.2307/2525382, /10.2307/2525382]
[2]  
Aigner D., 1977, Journal of Econometrics, V6, P21, DOI [DOI 10.1016/0304-4076(77)90052-5, 10.1016/0304-4076(77)90052-5]
[3]  
[Anonymous], OBJECT ORIENTED MATR
[4]   MAXIMUM-LIKELIHOOD, CONSISTENCY AND DATA ENVELOPMENT ANALYSIS - A STATISTICAL FOUNDATION [J].
BANKER, RD .
MANAGEMENT SCIENCE, 1993, 39 (10) :1265-1273
[5]  
Battese G.E., 1995, Empirical Economics, V20, P325, DOI [10.1007/BF01205442, DOI 10.1007/BF01205442]
[6]  
Battese G.E., 1992, J. Product. Anal., V3, P153, DOI [10.1007/BF00158774, DOI 10.1007/BF00158774]
[7]   PREDICTION OF FIRM-LEVEL TECHNICAL EFFICIENCIES WITH A GENERALIZED FRONTIER PRODUCTION FUNCTION AND PANEL DATA [J].
BATTESE, GE ;
COELLI, TJ .
JOURNAL OF ECONOMETRICS, 1988, 38 (03) :387-399
[8]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[9]   Identification of factors which influence the technical inefficiency of Indian farmers [J].
Coelli, T ;
Battese, G .
AUSTRALIAN JOURNAL OF AGRICULTURAL ECONOMICS, 1996, 40 (02) :103-128
[10]  
Coelli T.J., 2005, INTRO EFFICIENCY PRO, DOI 10.1007/b136381