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Spectral representation of transition density of Fisher–Snedecor diffusion (CROSBI ID 195365)

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Avram, Florin ; Leonenko, Nikolai ; Šuvak, Nenad Spectral representation of transition density of Fisher–Snedecor diffusion // Stochastics-An International Journal of Probability and Stochastic Processes, 85 (2013), 2; 346-369. doi: 10.1080/17442508.2013.775285

Podaci o odgovornosti

Avram, Florin ; Leonenko, Nikolai ; Šuvak, Nenad

engleski

Spectral representation of transition density of Fisher–Snedecor diffusion

We analyse spectral properties of an ergodic heavy-tailed diffusion with the Fisher–Snedecor invariant distribution and compute spectral representation of its transition density. The spectral representation is given in terms of a sum involving finitely many eigenvalues and eigenfunctions (Fisher–Snedecor orthogonal polynomials) and an integral over the absolutely continuous spectrum of the corresponding Sturm– Liouville operator. This result enables the computation of the two-dimensional density of the Fisher–Snedecor diffusion as well as calculation of moments of the form E[X^{;m};X^{;n};], where m and n are at most equal to the number of Fisher– Snedecor polynomials. This result is particularly important for explicit calculations associated with this process.

Fisher–Snedecor polynomials; heavy-tailed diffusion; hypergeometric function; infinitesimal generator; Sturm–Liouville equation; transition density

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Podaci o izdanju

85 (2)

2013.

346-369

objavljeno

1744-2508

10.1080/17442508.2013.775285

Povezanost rada

Matematika

Poveznice
Indeksiranost