Multivariate fractional phase–type distributions
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Multivariate fractional phase–type distributions. / Albrecher, Hansjörg; Bladt, Martin; Bladt, Mogens.
I: Fractional Calculus and Applied Analysis, Bind 23, Nr. 5, 2020, s. 1431-1451.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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TY - JOUR
T1 - Multivariate fractional phase–type distributions
AU - Albrecher, Hansjörg
AU - Bladt, Martin
AU - Bladt, Mogens
PY - 2020
Y1 - 2020
N2 - We extend the Kulkarni class of multivariate phase–type distributionsin a natural time–fractional way to construct a new class of multivariatedistributions with heavy-tailed Mittag-Leffler(ML)-distributed marginals.The approach relies on assigning rewards to a non–Markovian jump processwith ML sojourn times. This new class complements an earlier multivari-ate ML construction [2] and in contrast to the former also allows for taildependence. We derive properties and characterizations of this class, andwork out some special cases that lead to explicit density representations.
AB - We extend the Kulkarni class of multivariate phase–type distributionsin a natural time–fractional way to construct a new class of multivariatedistributions with heavy-tailed Mittag-Leffler(ML)-distributed marginals.The approach relies on assigning rewards to a non–Markovian jump processwith ML sojourn times. This new class complements an earlier multivari-ate ML construction [2] and in contrast to the former also allows for taildependence. We derive properties and characterizations of this class, andwork out some special cases that lead to explicit density representations.
U2 - 10.1515/fca-2020-0071
DO - 10.1515/fca-2020-0071
M3 - Journal article
VL - 23
SP - 1431
EP - 1451
JO - Fractional Calculus and Applied Analysis
JF - Fractional Calculus and Applied Analysis
SN - 1311-0454
IS - 5
ER -
ID: 257652527