POISSON APPROXIMATIONS FOR 2-DIMENSIONAL PATTERNS

被引:24
作者
FU, JC [1 ]
KOUTRAS, MV [1 ]
机构
[1] UNIV ATHENS,DEPT MATH,STAT & OR SECT,GR-15710 ATHENS,GREECE
关键词
RANDOM MATRIX; BERNOULLI RANDOM VARIABLES; POISSON APPROXIMATION; PATTERNS; CONSECUTIVE-K-OUT-OF-NF SYSTEM;
D O I
10.1007/BF00773602
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
Let X = (X(ij))nxn be a random matrix whose elements are independent Bernoulli random variables, taking the values 0 and 1 with probability q(ij) and p(ij) (p(ij) + q(ij) = 1) respectively. Upper and lower bounds for the probabilities of m non-overlapping occurrences of a square submatrix with all its elements being equal to 1, are obtained. Some Poisson convergence theorems are established for n --> infinity. Numerical results indicate that the proposed bounds perform very well, even for moderate and small values of n.
引用
收藏
页码:179 / 192
页数:14
相关论文
共 12 条
[1]  
AKI S, 1989, ANN I STAT MATH, V41, P47
[2]   THE ERDOS-RENYI LAW IN DISTRIBUTION, FOR COIN TOSSING AND SEQUENCE MATCHING [J].
ARRATIA, R ;
GORDON, L ;
WATERMAN, MS .
ANNALS OF STATISTICS, 1990, 18 (02) :539-570
[3]  
Barbour A. D., 1992, POISSON APPROXIMATIO
[4]   SOME APPLICATIONS OF THE STEIN-CHEN METHOD FOR PROVING POISSON CONVERGENCE [J].
BARBOUR, AD ;
HOLST, L .
ADVANCES IN APPLIED PROBABILITY, 1989, 21 (01) :74-90
[5]  
Feller W., 1968, INTRO PROBABILITY TH, V1st
[6]  
FU JC, 1993, STAT SINICA, V3, P261
[7]  
FU JC, 1994, IN PRESS JASA
[8]   POISSON APPROXIMATIONS FOR RUNS AND PATTERNS OF RARE EVENTS [J].
GODBOLE, AP .
ADVANCES IN APPLIED PROBABILITY, 1991, 23 (04) :851-865
[9]  
Hirano K., 1986, FIBONACCI NUMBERS TH, P43
[10]  
KOUTRAS MV, 1993, IN PRESS IEEE T RELI, V42