Strong laws for blockwise M-dependent random fields

被引:20
作者
Moricz, Ferenc [2 ]
Stadtmueller, Ulrich [1 ]
Thalmaier, Monika [1 ]
机构
[1] Univ Ulm, Inst Number Theor & Probabil Theor, D-89069 Ulm, Germany
[2] Univ Szeged, Bolyai Inst, H-6720 Szeged, Hungary
关键词
random fields; strong laws; M-dependence; blockwise summability;
D O I
10.1007/s10959-007-0127-5
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
We consider random fields and introduce a concept of M-dependence for random fields. Using a lemma from summability theory we prove strong laws of large numbers for blockwise M-dependent random fields under various moment conditions, thereby generalizing some results in the literature from independent random fields.
引用
收藏
页码:660 / 671
页数:12
相关论文
共 11 条
[1]   MARCINKIEWICZ LAWS AND CONVERGENCE RATES IN LAW OF LARGE NUMBERS FOR RANDOM-VARIABLES WITH MULTIDIMENSIONAL INDEXES [J].
GUT, A .
ANNALS OF PROBABILITY, 1978, 6 (03) :469-482
[2]  
KLESOV OI, 1981, THEORY PROBAB MATH S, V22, P63
[3]  
Loeve M., 1977, Probability Theory, Vi
[4]  
M oricz F., 1991, ACTA SCI MATH, V55, P309
[5]  
Moricz F., 1980, Analysis Mathematica, V6, P327, DOI 10.1007/BF02053636
[6]   STRONG LIMIT-THEOREMS FOR BLOCKWISE META-DEPENDENT AND BLOCKWISE QUASIORTHOGONAL SEQUENCES OF RANDOM-VARIABLES [J].
MORICZ, F .
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 1987, 101 (04) :709-715
[7]   STRONG LIMIT-THEOREMS FOR QUASI-ORTHOGONAL RANDOM-FIELDS [J].
MORICZ, F .
JOURNAL OF MULTIVARIATE ANALYSIS, 1989, 30 (02) :255-278
[8]   INEQUALITIES FOR MAX-ABSOLUTE-VALUE SK-BK WHERE K EPSILON-NR [J].
SHORACK, GR ;
SMYTHE, RT .
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 1976, 54 (JAN) :331-336
[9]   STRONG LAWS OF LARGE NUMBERS FOR R-DIMENSIONAL ARRAYS OF RANDOM-VARIABLES [J].
SMYTHE, RT .
ANNALS OF PROBABILITY, 1973, 1 (01) :164-170
[10]   A family of generalized Norlund methods and related power series methods applied to double sequences [J].
Stadtmueller, Ulrich ;
Tali, Anne .
MATHEMATISCHE NACHRICHTEN, 2009, 282 (02) :288-306