Some strong limit theorems for weighted product sums of -mixing sequences of random variables.
Wu, Qunying, Jiang, Yuanying (2009)
Journal of Inequalities and Applications [electronic only]
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Wu, Qunying, Jiang, Yuanying (2009)
Journal of Inequalities and Applications [electronic only]
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Cai, Guang-Hui (2006)
Discrete Dynamics in Nature and Society
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Rahimov, I., Muttlak, H. (2004)
International Journal of Mathematics and Mathematical Sciences
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Oliveira, P.E., Suquet, Ch. (1996)
Portugaliae Mathematica
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Labarbe, Jean-Maxime, Marckert, Jean-Francois (2007)
Electronic Journal of Probability [electronic only]
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Jérôme Dedecker (2001)
ESAIM: Probability and Statistics
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We establish new exponential inequalities for partial sums of random fields. Next, using classical chaining arguments, we give sufficient conditions for partial sum processes indexed by large classes of sets to converge to a set-indexed brownian motion. For stationary fields of bounded random variables, the condition is expressed in terms of a series of conditional expectations. For non-uniform -mixing random fields, we require both finite fourth moments and an algebraic decay of the...
Hamadouche, D. (2000)
Portugaliae Mathematica
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Doukhan, Paul, Neumann, Michael H. (2008)
Probability Surveys [electronic only]
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Sung, Soo Hak (2010)
Discrete Dynamics in Nature and Society
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Fabienne Comte, Florence Merlevède (2002)
ESAIM: Probability and Statistics
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In this paper, we study the problem of non parametric estimation of the stationary marginal density of an or a -mixing process, observed either in continuous time or in discrete time. We present an unified framework allowing to deal with many different cases. We consider a collection of finite dimensional linear regular spaces. We estimate using a projection estimator built on a data driven selected linear space among the collection. This data driven choice is performed via the...
Merlevède, Florence, Peligrad, Magda, Utev, Sergey (2006)
Probability Surveys [electronic only]
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