TESTS OF LINEAR HYPOTHESES AND LAV ESTIMATION - A MONTE-CARLO COMPARISON

被引:17
作者
DIELMAN, TE [1 ]
PFAFFENBERGER, RC [1 ]
机构
[1] TEXAS CHRISTIAN UNIV,FT WORTH,TX 76129
关键词
L1-NORM ESTIMATION; LEAST ABSOLUTE VALUE ESTIMATION; SIMULATION;
D O I
10.1080/03610919008812911
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A Monte Carlo simulation is used to study the performance of the Wald, likelihood ratio and Lagrange multiplier tests for regression coefficients when least absolute value regression is used. The simulation results provide support for use of the Lagrange multiplier test, especially when certain computational advantages are considered.
引用
收藏
页码:1179 / 1199
页数:21
相关论文
共 18 条
[1]   ON A SIMPLE ESTIMATE OF RECIPROCAL OF DENSITY FUNCTION [J].
BLOCH, DA ;
GASTWIRT.JL .
ANNALS OF MATHEMATICAL STATISTICS, 1968, 39 (03) :1083-&
[2]  
Cox D.R., 1974, THEORETICAL STAT
[3]  
DIELMAN T, 1982, TIMS STUDIES MANAGEM, P31
[4]   BOOTSTRAPPING IN LEAST ABSOLUTE VALUE REGRESSION - AN APPLICATION TO HYPOTHESIS-TESTING [J].
DIELMAN, TE ;
PFAFFENBERGER, RC .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1988, 17 (03) :843-856
[5]   1977 RIETZ LECTURE - BOOTSTRAP METHODS - ANOTHER LOOK AT THE JACKKNIFE [J].
EFRON, B .
ANNALS OF STATISTICS, 1979, 7 (01) :1-26
[6]   TESTS OF LINEAR HYPOTHESES AND L1 ESTIMATION [J].
KOENKER, R ;
BASSETT, G .
ECONOMETRICA, 1982, 50 (06) :1577-1583
[7]  
KOENKER R, 1987, STATISTICAL DATA ANA, P287
[8]   NOTE ON ESTIMATING VARIANCE OF SAMPLE MEDIAN [J].
MARITZ, JS ;
JARRETT, RG .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1978, 73 (361) :194-196
[9]  
McKean J., 1987, STAT DATA ANAL BASED
[10]   A COMPARISON OF METHODS FOR STUDENTIZING THE SAMPLE MEDIAN [J].
MCKEAN, JW ;
SCHRADER, RM .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1984, 13 (06) :751-773