Abstract
The main goal of this paper is to establish necessary and sufficient conditions for stochastic comparison of two general Lévy-type processes on ℝd. By refining the test functions in Wang (Acta Math. Sin. Engl. Ser. 25:741–758, 2009), mainly the test functions of diffusion coefficients, we get the necessary conditions. The sufficiency of the conditions is obtained by constructing a new sequence of finite Lévy measures {ν n} n≥1 different from the one in Wang (Acta Math. Sin. Engl. Ser. 25:741–758, 2009) to approach the Lévy measure ν.
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Bergenthum, J., Rüschendorf, L.: Comparison of semimartingales and Lévy processes. Ann. Probab. 35, 228–254 (2007)
Chen, M.F.: From Markov Chains to Non-equilibrium Particle Systems, 2nd edn. World Scientific, Singapore (2004)
Chen, M.F., Wang, F.Y.: On order-preservation and positive correlations for multidimensional diffusion process. Probab. Theory Relat. Fields 95, 421–428 (1993)
Ethier, S.N., Kurtz, T.G.: Markov Processes: Characterization and Convergence. Wiley, New York (1986)
Herbst, I., Pitt, L.D.: Diffusion equation techniques in stochastic monotonicity and positive correlations. Probab. Theory Relat. Fields 87, 275–312 (1991)
Jacod, J., Shiryaev, A.N.: Limit Theorems for Stochastic Processes. Springer, Berlin (2003)
Kamae, T., Krengel, U., O’Brien, G.L.: Stochastic inequalities on partially ordered spaces. Ann. Probab. 5, 899–912 (1977)
Keilson, J., Kester, A.: Monotone matrices and monotone Markov processes. Stoch. Process. Appl. 5, 231–241 (1977)
Kolokoltsov, V.N.: Measure-valued limits of interacting particle systems with k-nary interactions I. Probab. Theory Relat. Fields 126, 364–394 (2003)
Kolokoltsov, V.N.: Stochastic monotonicity and duality for one-dimensional Markov processes. arXiv:1002.4773 (2010)
Liggett, T.M.: Interacting Particle Systems. Springer, New York (1985)
Lund, R.B., Meyn, S.P., Tweedie, R.L.: Computable exponential convergence rates for stochastically ordered Markov processes. Ann. Probab. 6, 218–237 (1996)
Müller, A., Stoyan, D.: Comparison Methods for Stochastic Models and Risks. Wiley, Chichester (2002)
Samorodnitsky, G., Taqqu, M.S.: Stochastic monotonicity and Slepian-type inequalities for infinitely divisible and stable random vectors. Ann. Probab. 21, 143–160 (1993)
Stoyan, D., Daley, D.J.: Comparison Methods for Queues and Other Stochastic Models. Wiley, London (1983)
Stroock, D.W.: Diffusion processes associated with Lévy generators. Z. Wahrscheinlichkeitstheor. Verw. Geb. 32, 209–344 (1975)
Stroock, D.W.: Diffusion semigroups corresponding to uniformly elliptic divergence form operators. Sémin. Probab. 22, 316–347 (1988)
Wang, F.Y.: The stochastic order and critical phenomena for superprocesses. Infin. Dimens. Anal. Quantum Probab. Relat. Top. 9, 107–128 (2006)
Wang, J.M.: Stochastic comparison and preservation of positive correlations for Lévy type processes. Acta Math. Sin. Engl. Ser. 25, 741–758 (2009)
Zhang, Y.H.: Sufficient and necessary conditions for stochastic comparability of jump processes. Acta Math. Sin. Engl. Ser. 16, 99–102 (2000)
Acknowledgements
Research supported in part by NSFC (No. 10971012; No. 11026126). The author thanks the referee for corrections and helpful comments.
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Wang, JM. Stochastic Comparison for Lévy-Type Processes. J Theor Probab 26, 997–1019 (2013). https://doi.org/10.1007/s10959-011-0394-z
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DOI: https://doi.org/10.1007/s10959-011-0394-z