Specification and estimation of production risk, risk preferences and technical efficiency

被引:113
作者
Kumbhakar, SC [1 ]
机构
[1] SUNY Binghamton, Binghamton, NY 13901 USA
关键词
frontier; production risk; risk preference function; technical efficiency;
D O I
10.1111/1467-8276.00239
中图分类号
F3 [农业经济];
学科分类号
0202 ; 020205 ; 1203 ;
摘要
This article deals with specification and estimation of risk preferences, production risk, and technical inefficiency. It makes contribution in three separate areas of production economics. First. we model producers' attitude toward risk and derive risk preference functions (without assuming any parametric form of the utility function and any distribution of the error term representing production risk) when risk arises from production uncertainty and technical inefficiency. Second, the standard production risk model is extended to accommodate technical inefficiency and producers attitude toward risk. Finally, the technical efficiency model is generalized to accommodate 'production risk and producers' attitude toward risk.
引用
收藏
页码:8 / 22
页数:15
相关论文
共 17 条
[1]  
Aigner D., 1977, Journal of Econometrics, V6, P21, DOI [DOI 10.1016/0304-4076(77)90052-5, 10.1016/0304-4076(77)90052-5]
[2]  
Battese G.E., 1995, Empirical Economics, V20, P325, DOI [10.1007/BF01205442, DOI 10.1007/BF01205442]
[3]   A stochastic frontier production function with flexible risk properties [J].
Battese, GE ;
Rambaldi, AN ;
Wan, GH .
JOURNAL OF PRODUCTIVITY ANALYSIS, 1997, 8 (03) :269-280
[4]  
CHAMBERS RG, 1983, AM ECON REV, V73, P802
[5]   Economic behavior under uncertainty: A joint analysis of risk preferences and technology [J].
Chavas, JP ;
Holt, MT .
REVIEW OF ECONOMICS AND STATISTICS, 1996, 78 (02) :329-335
[6]   THE MEASUREMENT OF PRODUCTIVE EFFICIENCY [J].
FARRELL, MJ .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-GENERAL, 1957, 120 (03) :253-290
[7]   USING TIME-SERIES AND CROSS-SECTION DATA TO ESTIMATE A PRODUCTION FUNCTION WITH POSITIVE AND NEGATIVE MARGINAL RISKS [J].
GRIFFITHS, WE ;
ANDERSON, JR .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1982, 77 (379) :529-536
[8]   ON THE ESTIMATION OF TECHNICAL INEFFICIENCY IN THE STOCHASTIC FRONTIER PRODUCTION FUNCTION MODEL [J].
JONDROW, J ;
LOVELL, CAK ;
MATEROV, IS ;
SCHMIDT, P .
JOURNAL OF ECONOMETRICS, 1982, 19 (2-3) :233-238
[9]  
Kumbhakar S. C., 2003, Stochastic frontier analysis, DOI DOI 10.1017/CBO9781139174411
[10]   A GENERALIZED PRODUCTION FRONTIER APPROACH FOR ESTIMATING DETERMINANTS OF INEFFICIENCY IN UNITED-STATES DAIRY FARMS [J].
KUMBHAKAR, SC ;
GHOSH, S ;
MCGUCKIN, JT .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1991, 9 (03) :279-286