CONFIDENCE-INTERVALS FOR ELASTICITIES AND FLEXIBILITIES - REEVALUATING THE RATIOS OF NORMALS CASE

被引:27
作者
DORFMAN, JH [1 ]
KLING, CL [1 ]
SEXTON, RJ [1 ]
机构
[1] UNIV CALIF DAVIS,AGR ECON,DAVIS,CA 95616
关键词
Bootstrapping; Confidence intervals; Elasticities; Flexibilities;
D O I
10.2307/1242632
中图分类号
F3 [农业经济];
学科分类号
0202 ; 020205 ; 1203 ;
摘要
Many important hypotheses in applied economics depend upon the magnitude of estimated elasticities or flexibilities. However, their statistical properties are unknown for many popular models, making standard statistical inference impossible. This problem is addressed in the present paper which analyzes and evaluates alternative methods of constructing confidence intervals for elasticities and flexibilities. The methods studied include three bootstrap-based approaches, an approximation based on a Taylor’s series expansion, and approaches proposed by Fieller and Scheffé. Results show that all method’s except Scheffé’s worked reasonably well, but the simpler Fieller and Taylor’s series methods modestly outperformed the various bootstrapped-generated intervals. © 1990 American Agricultural Economics Association.
引用
收藏
页码:1006 / 1017
页数:12
相关论文
共 18 条
[1]   CONFIDENCE-INTERVALS FOR ELASTICITY ESTIMATORS IN TRANSLOG MODELS [J].
ANDERSON, RG ;
THURSBY, JG .
REVIEW OF ECONOMICS AND STATISTICS, 1986, 68 (04) :647-656
[2]   BOOTSTRAP CONFIDENCE-INTERVALS AND BOOTSTRAP APPROXIMATIONS [J].
DICICCIO, T ;
TIBSHIRANI, R .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1987, 82 (397) :163-170
[3]  
EFRON B, 1987, J AM STAT ASSOC, V82, P171, DOI 10.2307/2289144
[4]  
Efron B., 1981, CAN J STAT, V9, P139, DOI [10.2307/3314608, DOI 10.2307/3314608]
[5]  
FIELLER EC, 1954, J ROY STAT SOC B, V16, P175
[6]   BOOTSTRAPPING A REGRESSION EQUATION - SOME EMPIRICAL RESULTS [J].
FREEDMAN, DA ;
PETERS, SC .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1984, 79 (385) :97-106
[7]   STANDARD ERRORS FOR ELASTICITIES - A COMPARISON OF BOOTSTRAP AND ASYMPTOTIC STANDARD ERRORS [J].
GREEN, R ;
HAHN, W ;
ROCKE, D .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1987, 5 (01) :145-149
[8]   RATIO OF 2 NORMALLY DISTRIBUTED VARIABLES [J].
HAYYA, J ;
ARMSTRONG, D ;
GRESSIS, N .
MANAGEMENT SCIENCE SERIES A-THEORY, 1975, 21 (11) :1338-1341
[9]  
KENDALL MG, 1973, ADV THEORY STATISTIC, V2
[10]   ON APPROXIMATING THE STATISTICAL PROPERTIES OF ELASTICITIES [J].
KRINSKY, I ;
ROBB, AL .
REVIEW OF ECONOMICS AND STATISTICS, 1986, 68 (04) :715-719