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    Collisions of Lévy processes

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    Let X , Y X,Y be two independent Lévy processes in R R . We describe simple conditions on the density functions of X , Y X,Y which guarantee that the paths X ( ⋅ ) , Y ( ⋅ ) X( \cdot ),Y( \cdot ) will have uncountably many collisions almost surely.</p

    Conditional Local Nondeterminism and Hausdorff Measure of Level Sets

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    AbstractLet X be a real stochastic process. We localize S. M. Berman's formulation on the local nondeterminism of X to a fixed level. With this localized idea, we prove that, for large classes of Gaussian and Markov X, at each x the level set X(t, w) = x has infinite Hausdorff ϕ - measure (ϕ is certain measure function) for w in a set of positive probability.</jats:p

    SOME FRACTAL PROPERTIES OF BROWNIAN PATHS

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    Images of Gaussian random fields: Salem sets and interior points

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    Let X = {X(t), t ∈ RN} be a Gaussian random field in Rd with stationary increments. For any Borel set E ⊂ RN, we provide sufficient conditions for the image X(E) to be a Salem set or to have interior points by studying the asymptotic properties of the Fourier transform of the occupation measure of X and the continuity of the local times of X on E, respectively. Our results extend and improve the previous theorems of Pitt [24] and Kahane [12, 13] for fractional Brownian motion

    A LIL for occupation times of stable processes

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    We prove a Strassen-type law of iterated logarithms for the occupation times of an R d {R^d} -valued ( d ≥ 1 ) (d \geq 1) stable process with the scaling property and positive density functions. An immediate application of our result is to obtain the asymptotic behavior of the occupation times of a path occupied in large spheres.</p

    Multiple points of a random field

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    We prove that a d d -dimensional random field X ≡ { X ( t ) } t ∈ R + N X \equiv {\{ X(t)\} _{t \in R_ + ^N}} has uncountably many r r -multiple points a.s. when it satisfies Pitt’s ( ( A r ) ({A_r}) ) condition [9]. Those t t ’s for which X ( t ) X(t) hits the multiple point can be separated by any given positive number, and multiple points can occur while t t is restricted to any given "time inteval". Two corollaries concerning Gaussian fields and fields with independent increments are also presented.</p

    The exact packing measure of Brownian double points

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    Let D ⊂ R³ be the set of double points of a 3-dimensional Brownian motion. We show that, if ξ = ξ3(2, 2) is the intersection exponent of two packets of two independent Brownian motions, then almost surely, the φ-packing measure of D is zero if 0 + r −1−ξ φ(r) ξ dr &lt; ∞, and infinity otherwise. As an important step in the proof we show up-to-constants estimates for the tail at zero of Brownian intersection local times in dimensions two and three
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