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Ergodicity of Stochastic Dissipative Equations Driven by α-Stable Process
Stochastic Analysis and Applications, 2013It is shown that the transition semigroup (P t ) t≥0 corresponding to stochastic dissipative equations driven by α-stable is strong Feller and irreducible for α ∈ (1, 2). This result ensures the ergodicity for the equation.
Xiaobin Sun, Yingchao Xie
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Convergence results for tractable inference in α-stable stochastic processes
2017 22nd International Conference on Digital Signal Processing (DSP), 2017The α-stable distribution is highly intractable for inference because of the lack of a closed form density function in the general case. However, it is well-established that the α-stable distribution admits a Poisson series representation (PSR) in which the terms of the series are a function of the arrival times of a unit rate Poisson process.
Marina Riabiz +2 more
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Characterization of stable processes by identically distributed stochastic integrals
Advances in Applied Probability, 1980Let X(t) be a homogeneous and continuous stochastic process with independent increments. The subject of this paper is to characterize the stable process by two identically distributed stochastic integrals formed by means of X(t) (in the sense of convergence in probability).
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COMMENT ON “WEAK CONVERGENCE TO A MATRIX STOCHASTIC INTEGRAL WITH STABLE PROCESSES”
Econometric Theory, 2011In this comment we identify a lacuna in a proof in the paper by M. Caner published in 1997 in Econometric Theory concerning the weak limit behavior of various expressions involving heavy-tailed multivariate vectors and the convergence of stochastic integrals.
Paulauskas, V. +2 more
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Fast, accurate algorithm for numerical simulation of Lévy stable stochastic processes
Physical Review E, 1994We propose a fast and accurate algorithm generating L\'evy stable stochastic processes of arbitrary index \ensuremath{\alpha} ranging between 0.3 and 1.99. The scale parameter is also controllable. The algorithm is very fast when \ensuremath{\alpha} lies between 0.75 and 1.95.
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Weak Convergence to a Matrix Stochastic Integral with Stable Processes
Econometric Theory, 1997This paper generalizes the univariate results of Chan and Tran (1989, Econometric Theory 5, 354–362) and Phillips (1990, Econometric Theory 6, 44–62) to multivariate time series. We develop the limit theory for the least-squares estimate of a VAR(l) for a random walk with independent and identically distributed errors and for I(1) processes with weakly
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Stable Manifolds for Stochastic Flows Induced by Lévy Processes on Lie Groups
Proceedings of the London Mathematical Society, 2001Let \(G\) be a Lie group of non-compact type, \(K\) be a maximal compact subgroup, and \(A\) be a maximal abelian \(\text{Ad}(K)\)-invariant subgroup. Let \((\phi_t)\) be a right Lévy process on \(G\) having finite Lévy measure and satisfying some irreducibility and integrability condition. The Cartan decomposition is denoted by \(\phi_t g= k^g_t a^g_t
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Quantum Stochastic Processes and Quantum non-Markovian Phenomena
PRX Quantum, 2021Simon Milz, Kavan Modi
exaly
Stable random processes and stochastic integrals
2017Gennady Samorodnitsky, Murad S. Taqqu
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Complex stable stochastic integrals and harmonizable processes
2017Gennady Samorodnitsky, Murad S. Taqqu
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