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In this paper we study strong approximations (invariance principles) of the sequential uniform and general Bahadur--Kiefer processes of long-range dependent sequences. We also investigate the strong and weak asymptotic behavior of the…

统计理论 · 数学 2016-08-16 Miklós Csörgő , Barbara Szyszkowicz , Lihong Wang

In this paper we consider quantile and Bahadur-Kiefer processes for long range dependent linear sequences. These processes, unlike in previous studies, are considered on the whole interval $(0,1)$. As it is well-known, quantile processes…

统计理论 · 数学 2008-02-08 Miklós Csörgő , Rafal Kulik

Following Cs\"{o}rg\H{o}, Szyszkowicz and Wang (Ann. Statist. {\bf 34}, (2006), 1013--1044) we consider a long range dependent linear sequence. We prove weak convergence of the uniform Vervaat and the uniform Vervaat error processes,…

概率论 · 数学 2016-03-28 Miklós Csörgő , Rafał Kulik

Correction to The Annals of Statistics (1989) 17 1749--1766 [URL: http://links.jstor.org/sici?sici=0090-5364%28198912%2917%3A4%3C1749%3AEPEFSP%3E 2.0.CO%3B2-9]

统计理论 · 数学 2007-06-13 Rainer Dahlhaus

Correction to Annals of Probability 29 (2001) 1612--1624 [doi:10.1214/aop/1015345764].

概率论 · 数学 2007-05-23 Teddy Seidenfeld , Mark J. Schervish , Joseph B. Kadane

Correction to Bernoulli (2006), 12, 551--570 http://projecteuclid.org/euclid.bj/1151525136

统计理论 · 数学 2009-09-29 Brice Franke

We establish strong invariance principles for sums of stationary and ergodic processes with nearly optimal bounds. Applications to linear and some nonlinear processes are discussed. Strong laws of large numbers and laws of the iterated…

概率论 · 数学 2011-11-10 Wei Biao Wu

In this paper, we establish the Bahadur--Kiefer representation for sample quantiles for a class of weakly dependent linear processes. The rate of approximation is the same as for i.i.d. sequences and is thus optimal.

统计理论 · 数学 2009-09-29 Rafał Kulik

In this paper, we give precise rates of convergence in the strong invariance principle for stationary sequences of bounded real-valued random variables satisfying weak dependence conditions. One of the main ingredients is a new Fuk-Nagaev…

概率论 · 数学 2023-07-06 J Dedecker , F Merlevède , Emmanuel Rio

The Annals of Applied Probability 16 (2006) 984--1033 [URL: http://projecteuclid.org/euclid.aoap/1151592257]

概率论 · 数学 2008-12-18 Yan Dolinsky , Yuri Kifer

We correct a few errors that appeared in [Convergence of invariant measures for singular stochastic diffusion equations, Stochastic Process. Appl. 122 (2012), no. 4, 1998--2017] by I. Ciotir and J.M. T\"olle.

概率论 · 数学 2012-11-20 Ioana Ciotir , Jonas M. Tölle

Correction to The Annals of Probability 21 (1993) 554--580 [http://projecteuclid.org/euclid.aop/1176989415]

概率论 · 数学 2008-09-26 Paul Dupuis , Hitoshi Ishii

We study asymptotic properties of $M$-estimates of regression parameters in linear models in which errors are dependent. Weak and strong Bahadur representations of the $M$-estimates are derived and a central limit theorem is established.…

统计理论 · 数学 2009-09-29 Wei Biao Wu

The Annals of Applied Probability (2002) 12 1114-1137

概率论 · 数学 2008-11-23 Jean B. Lasserre

In this paper we generalize Yu's [Ann. Probab. 24 (1996) 2079-2097] strong invariance principle for associated sequences to the multi-parameter case, under the assumption that the covariance coefficient u(n) decays exponentially as n\to…

概率论 · 数学 2007-05-23 Raluca M. Balan

We establish the Bahadur representation of sample quantiles for linear and some widely used nonlinear processes. Local fluctuations of empirical processes are discussed. Applications to the trimmed and Winsorized means are given. Our…

统计理论 · 数学 2007-06-13 Wei Biao Wu

The estimation of the extremal dependence structure is spoiled by the impact of the bias, which increases with the number of observations used for the estimation. Already known in the univariate setting, the bias correction procedure is…

统计理论 · 数学 2015-04-03 Anne-Laure Fougères , Laurens de Haan , Cécile Mercadier

Strong invariance principles describe the error term of a Brownian approximation of the partial sums of a stochastic process. While these strong approximation results have many applications, the results for continuous-time settings have…

统计理论 · 数学 2022-06-17 Ardjen Pengel , Joris Bierkens

We study sample quantiles of distributions indexed by estimated parameters, with a on Value-at-Risk related to linear projections of financial returns that whose underlying probability law is heavy-tailed. In this setting, the projection…

机器学习 · 统计学 2026-05-25 Choudur Lakshminarayan

We give rates of convergence in the strong invariance principle for stationary sequences satisfying some projective criteria. The conditions are expressed in terms of conditional expectations of partial sums of the initial sequence. Our…

概率论 · 数学 2012-03-02 Jérôme Dedecker , Paul Doukhan , Florence Merlevède
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