BETA-EXPECTATION AND BETA-CONTENT TOLERANCE INTERVALS FOR DEPENDENT OBSERVATIONS

被引:4
作者
KULKARNI, PM [1 ]
KUSHARY, D [1 ]
机构
[1] UNIV SO ALABAMA,DEPT MATH & STAT,MOBILE,AL 36688
关键词
BETA-EXPECTATION; BETA-CONTENT; TOLERANCE INTERVALS; DEPENDENT OBSERVATIONS; NONSTATIONARY;
D O I
10.1080/03610929108830548
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
Methods of constructing exact tolerance intervals (beta-expectation and beta-content) for independent observations are well known. For the case of dependent observations, obtaining exact results is not possible. In this article we provide an approximate method of constructing beta- expectation tolerance intervals via a Taylor series expansion. Examples of independent observations are considered to compare the intervals constructed with those obtained by the exact method. For the case of non-stationary type processes we have proposed a method of constructing approximate beta-content tolerance intervals. Once again an example is given to illustrate the results.
引用
收藏
页码:1043 / 1054
页数:12
相关论文
共 14 条
[1]   ASYMPTOTIC DISTRIBUTIONS OF PREDICTION ERRORS AND RELATED TESTS OF FIT FOR NONSTATIONARY PROCESSES [J].
BASAWA, IV .
ANNALS OF STATISTICS, 1987, 15 (01) :46-58
[2]   ROBUST-TESTS FOR TIME-SERIES WITH AN APPLICATION TO 1ST-ORDER AUTO-REGRESSIVE PROCESSES [J].
BASAWA, IV ;
HUGGINS, RM ;
STAUDTE, RG .
BIOMETRIKA, 1985, 72 (03) :559-571
[3]  
Box G.E.P., 1976, TIME SERIES ANAL
[4]  
BROCKWELL PJ, 1987, TIME SERIES
[5]  
Cox D.R., 1975, J APPL PROBAB, V12, P47
[6]  
DIGGLE PJ, 1990, TIME SERIES
[7]  
GRANGER CWJ, 1986, 26TH SUMM RES I AUST
[8]  
GUTTMAN I, 1970, STATISTICAL TOLERANC
[10]  
KULKARNI PM, 1987, COMM STAT THEO METH, V1691, P15917