THE BOOTSTRAP APPROACH FOR TESTING SKEWNESS PERSISTENCE

被引:10
作者
MURALIDHAR, K
机构
关键词
BOOTSTRAP METHOD; SKEWNESS ESTIMATION; DISTRIBUTION OF STOCK RETURNS;
D O I
10.1287/mnsc.39.4.487
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This study presents a new methodology for testing changes in skewness between time periods (or samples) using the bootstrap method. A Monte Carlo simulation experiment was conducted to compare the effectiveness of the bootstrap method with the method suggested by Lau, Wingender and Lau (1989) to test skewness persistence. The results show the bootstrap method to be more powerful than the other method. The bootstrap method was also used to determine the persistence of skewness in stock returns. The results show that, in a large percentage of stocks, skewness persists over time.
引用
收藏
页码:487 / 491
页数:5
相关论文
共 18 条
[1]   MULTIVARIATE TESTS OF ASSET PRICING - THE COMPARATIVE POWER OF ALTERNATIVE STATISTICS [J].
AFFLECKGRAVES, J ;
MCDONALD, B .
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 1990, 25 (02) :163-185
[2]  
[Anonymous], 1984, J BUS ECON STAT, DOI DOI 10.2307/1391259
[3]   MORPHOLOGY OF ASSET ASYMMETRY [J].
BEEDLES, WL ;
SIMKOWITZ, MA .
JOURNAL OF BUSINESS RESEARCH, 1980, 8 (04) :457-468
[4]   ASYMPTOTIC NORMALITY AND THE BOOTSTRAP IN STRATIFIED SAMPLING [J].
BICKEL, PJ ;
FREEDMAN, DA .
ANNALS OF STATISTICS, 1984, 12 (02) :470-482
[5]   A GENERAL DISTRIBUTION FOR DESCRIBING SECURITY PRICE RETURNS [J].
BOOKSTABER, RM ;
MCDONALD, JB .
JOURNAL OF BUSINESS, 1987, 60 (03) :401-424
[6]  
Cochran W.G, 1957, STAT METHODS, V6th ed
[7]   COMPUTER-INTENSIVE METHODS IN STATISTICS [J].
DIACONIS, P ;
EFRON, B .
SCIENTIFIC AMERICAN, 1983, 248 (05) :116-&
[8]   1977 RIETZ LECTURE - BOOTSTRAP METHODS - ANOTHER LOOK AT THE JACKKNIFE [J].
EFRON, B .
ANNALS OF STATISTICS, 1979, 7 (01) :1-26
[9]  
Efron B, 1986, STAT SCI, V1, P54, DOI DOI 10.1214/SS/1177013815
[10]   MARGIN REGULATION AND STOCK-MARKET VOLATILITY [J].
HSIEH, DA ;
MILLER, MH .
JOURNAL OF FINANCE, 1990, 45 (01) :3-29