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In this paper, we study second order expansions of distributions of maxima of bivariate Gaussian triangular arrays under power normalization. Numerical analysis are given to compare the asymptotic behaviors under power normalization with…

概率论 · 数学 2017-01-05 Zhichao Weng , Xin Liao

In this paper, we establish the first and the second-order asymptotics of distributions of normalized maxima of independent and non-identically distributed bivariate Gaussian triangular arrays, where each vector of the $n$th row follows…

统计方法学 · 统计学 2016-04-27 Xin Liao , Zuoxiang Peng

In this paper, joint limit distributions of maxima and minima on independent and non-identically distributed bivariate Gaussian triangular arrays is derived as the correlation coefficient of $i$th vector of given $n$th row is the function…

概率论 · 数学 2016-04-28 Yingying Lu , Zuoxiang Peng

Normal copula with a correlation coefficient between $-1$ and $1$ is tail independent and so it severely underestimates extreme probabilities. By letting the correlation coefficient in a normal copula depend on the sample size, H\"usler and…

统计方法学 · 统计学 2016-05-04 Xin Liao , Liang Peng , Zuoxiang Peng , Yanting Zheng

Generalized Maxwell distribution is an extension of the classic Maxwell distribution. In this paper, we concentrate on the joint distributional asymptotics of normalized maxima and minima. Under optimal normalizing constants, asymptotic…

概率论 · 数学 2020-03-10 Jianwen Huang

Let $\{ (\xi_{ni}, \eta_{ni}), 1\leq i \leq n, n\geq 1 \}$ be a triangular array of independent bivariate elliptical random vectors with the same distribution function as $(S_{1}, \rho_{n}S_{1}+\sqrt{1-\rho_{n}^2}S_{2})$, $\rho_{n}\in…

概率论 · 数学 2016-08-09 Xin Liao , Zhichao Weng , Zuoxiang Peng

The max-stable H\"usler-Reiss distribution which arises as the limit distribution of maxima of bivariate Gaussian triangular arrays has been shown to be useful in various extreme value models. For such triangular arrays, this paper…

概率论 · 数学 2014-02-25 E. Hashorva , Z. Peng , Z. Weng

In this paper, higher-order expansions for distributions and densities of powered extremes of standard normal random sequences are established under an optimal choice of normalized constants. Our findings refine the related results in Hall…

概率论 · 数学 2016-01-05 Wei Zhou , Chengxiu Ling

For multivariate distributions in the domain of attraction of a max-stable distribution, the tail copula and the stable tail dependence function are equivalent ways to capture the dependence in the upper tail. The empirical versions of…

统计理论 · 数学 2020-10-09 John H. J. Einmahl , Johan Segers

In this paper, we study the asymptotic behaviors of the extreme of mixed skew-t distribution. We considered limits on distribution and density of maximum of mixed skew-t distribution under linear and power normalization, and further derived…

统计理论 · 数学 2016-06-13 Jingyao Hou , Xin Liao , Zuoxiang Peng

This paper provides a characterization of all possible dependency structures between two stochastically ordered random variables. The answer is given in terms of copulas that are compatible with the stochastic order and the marginal…

概率论 · 数学 2019-12-16 Sebastian Arnold , Ilya Molchanov , Johanna F. Ziegel

In this paper, we consider the problem of estimating the covariation of two diffusion processes when observations are subject to non-synchronicity. Building on recent papers \cite{Hay-Yos03, Hay-Yos04}, we derive second-order asymptotic…

统计理论 · 数学 2012-02-15 Arnak Dalalyan , Nakahiro Yoshida

We study bootstrap inference for the $k$th largest coordinate of a normalized sum of independent high-dimensional random vectors. Existing second-order theory for maxima does not directly extend to order statistics, because the event…

统计理论 · 数学 2026-04-07 Long Feng

Bi-factor and second-order models based on copulas are proposed for item response data, where the items can be split into non-overlapping groups such that there is a homogeneous dependence within each group. Our general models include the…

统计方法学 · 统计学 2021-02-23 Sayed H. Kadhem , Aristidis K. Nikoloulopoulos

We give the distribution of $M_n$, the maximum of a sequence of $n$ observations from a moving average of order 1. Solutions are first given in terms of repeated integrals and then for the case where the underlying independent random…

统计方法学 · 统计学 2009-04-06 Christopher S. Withers , Saralees Nadarajah

Consider a branching random walk in which the offspring distribution and the moving law both depend on an independent and identically distributed random environment indexed by the time.For the normalised counting measure of the number of…

概率论 · 数学 2016-11-01 Zhi-Qiang Gao , Quansheng Liu

In this work, we propose extropy measures based on density copula, distributional copula, and survival copula, and explore their properties. We study the effect of monotone transformations for the proposed measures and obtain bounds. We…

统计理论 · 数学 2024-06-04 Shital Saha , Suchandan Kayal

Asymptotic expansions are derived for the tail distribution of the product of two correlated normal random variables with non-zero means and arbitrary variances, and more generally the sum of independent copies of such random variables.…

概率论 · 数学 2025-05-27 Robert E. Gaunt , Zixin Ye

The continuous extension of a discrete random variable is amongst the computational methods used for estimation of multivariate normal copula-based models with discrete margins. Its advantage is that the likelihood can be derived…

统计方法学 · 统计学 2014-11-10 Aristidis K. Nikoloulopoulos

It is well known and readily seen that the maximum of $n$ independent and uniformly on $[0,1]$ distributed random variables, suitably standardised, converges in total variation distance, as $n$ increases, to the standard negative…

概率论 · 数学 2020-05-06 Michael Falk , Simone A. Padoan , Stefano Rizzelli
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