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Let (X (t))a,o be a stochastically continuous symmetric Levy process with values in a complete separable group G. We denote by h),,,, the semigroup of one-dimensional distributions of X(t). Suppose ...
We prove the Marcinkiewicz-Zygmund SLLN (MZ- -SLLN) of order p, ~ € 1 12,[ , br associated sequences, not necessarily stationary. Our assumption on the moment of the random variables is minimal. We...
Let ((XJ,P) be a symmetric real-valued H-self-similar diffusion starting at 0. We characterize the distributions of A,, the time spent on (0, a) before time t, and a,, the time of the last visit to ...
Consider independent and identically distributed random variables (X, XRj, I < j < k, k > 1) from a particular distribution with EX = oo. We show that there exists an unusual generalized Law of the...
We present the Marcinkiewicz-type strong law of large numbers for random fields {X,, n E Zd,) of pairwise independent random variables, where Zd,, d & 1, is the set of positive d-dimensional lattic...
A law of iterated logarithm is established lot the maximum likelihood estimator of the unknown parameter of the explosive Gaussian autoregressive process. Outside the Gaussian case, we show that th...
Let (X,, n 2 1) be a sequence of independent identically distributed random variables with a common distribution function F and let S,, = xy=,Xj, n 2 1. When F belongs to the domain of partial attr...
In this paper we present new suficient conditions for complete convergence for $urns of arrays of rowwise independent random variables. These conditions appear to be necessary and sufficient in the...
For a sequence of random elements {G, n 2 1) taking values in a real separable Rademacher type p (1 < p < 2) Banach space and positive constants b,l 7 co, conditions are provided for the strong law...
Linear structural error-in-variables models with univariate observations are revisited for studying modified least squares estimators of the slope and intercept. New marginal central limit theorems (C...
Consider the following local empirical process indexed by $K in mathcal{G}$, for fixed $h>0$ and $z in mathbb{R}^d$: $$G_n(K,h,z):=sum_{i=1}^n K (frac{Z_i-z}{h^{1/d}}) - mathbb{E} (K (frac{Z_i-z}{h^{1...
We prove the law of large numbers for U-statistics whose underlying sequence of random variables satisfies an absolute regularity condition ($beta$-mixing condition) under suboptimal conditions.
In this article we consider the sample covariance matrix formed from a sequence of independent and identically distributed random vectors from the generalized domain of attraction of the multivariate ...
We prove that random walks in i.i.d. random environments which oscillate in a given direction have velocity zero with respect to that direction. This complements existing results thus giving a general...

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