An invariance principle for stationary random fields under Hannan's condition

被引:22
作者
Volny, Dalibor [1 ]
Wang, Yizao [2 ]
机构
[1] Univ Rouen, Lab Math Raphael Salem, F-76801 St Etienne, France
[2] Univ Cincinnati, Dept Math Sci, Cincinnati, OH 45221 USA
关键词
Invariance principle; Brownian sheet; Random field; Orthomartingale; Hannan's condition; Weak dependence; CENTRAL-LIMIT-THEOREM; CRITERIA;
D O I
10.1016/j.spa.2014.07.015
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 establish an invariance principle for a general class of stationary random fields indexed by Z(d), under Hannan's condition generalized to Z(d). To do so we first establish a uniform integrability result for stationary orthomartingales, and second we establish a coboundary decomposition for certain stationary random fields. At last, we obtain an invariance principle by developing an orthomartingale approximation. Our invariance principle improves known results in the literature, and particularly we require only finite second moment. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:4012 / 4029
页数:18
相关论文
共 26 条
[1]   FUNCTIONAL CENTRAL LIMIT-THEOREM FOR STATIONARY MARTINGALE RANDOM FIELDS [J].
BASU, AK ;
DOREA, CCY .
ACTA MATHEMATICA ACADEMIAE SCIENTIARUM HUNGARICAE, 1979, 33 (3-4) :307-316
[2]   STRONG INVARIANCE-PRINCIPLES FOR MIXING RANDOM-FIELDS [J].
BERKES, I ;
MORROW, GJ .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1981, 57 (01) :15-37
[3]   ON THE CENTRAL LIMIT-THEOREM FOR STATIONARY MIXING RANDOM-FIELDS [J].
BOLTHAUSEN, E .
ANNALS OF PROBABILITY, 1982, 10 (04) :1047-1050
[4]   A CAUTION ON MIXING CONDITIONS FOR RANDOM-FIELDS [J].
BRADLEY, RC .
STATISTICS & PROBABILITY LETTERS, 1989, 8 (05) :489-491
[5]   STOCHASTIC INTEGRALS IN PLANE [J].
CAIROLI, R ;
WALSH, JB .
ACTA MATHEMATICA, 1975, 134 (1-2) :111-183
[6]  
Cuny C, 2013, ALEA-LAT AM J PROBAB, V10, P107
[7]   A central limit theorem for stationary random fields [J].
Dedecker, J .
PROBABILITY THEORY AND RELATED FIELDS, 1998, 110 (03) :397-426
[8]  
Dedecker J., 2001, ESAIM-PROBAB STAT, V5, P77, DOI DOI 10.1051/PS:2001103.
[9]   On the weak invariance principle for non-adapted sequences under projective criteria [J].
Dedecker, Jerome ;
Merlevede, Florence ;
Volny, Dalibor .
JOURNAL OF THEORETICAL PROBABILITY, 2007, 20 (04) :971-1004
[10]   Comparison between criteria leading to the weak invariance principle [J].
Durieu, Olivier ;
Volny, Dalibor .
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2008, 44 (02) :324-340