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Association and other forms of positive dependence for Feller evolution systems
E. Tu Dickinson College, Department of Mathematics and Computer Science, Carlisle, PA, USA
Abstract:
We prove characterizations of positive dependence for a general class of
time-inhomogeneous Markov processes called Feller evolution processes
(FEPs) and for jump-FEPs. General FEPs can be analyzed through their time and
state-space dependent (extended) generators. We will use the time and
state-space dependent (extended) generators and time and state-space dependent
Lévy measures to characterize the positive dependence of general FEPs and
jump-FEPs, respectively. We conclude with applications of these results to
additive processes, which are time-inhomogeneous Lévy processes, often
arising as useful examples in financial modeling.
Keywords:
association, orthant dependence, Feller evolutions system, additive process, time-inhomogeneous Markov process, comparison of Markov processes.
Received: 17.05.2019 Revised: 01.02.2021 Accepted: 11.08.2020
Citation:
E. Tu, “Association and other forms of positive dependence for Feller evolution systems”, Teor. Veroyatnost. i Primenen., 66:2 (2021), 369–391; Theory Probab. Appl., 66:2 (2021), 299–317
Linking options:
https://www.mathnet.ru/eng/tvp5318https://doi.org/10.4213/tvp5318 https://www.mathnet.ru/eng/tvp/v66/i2/p369
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