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Some characterizations for Brownian motion with Markov switching. (English) Zbl 1490.60226

Summary: In this paper, we focus on some properties and the maximum distribution estimates for one-dimensional Brownian motion with Markov switching. The explicit expressions for density functions, the mean exit time and Laplace transform of the exit time are obtained by solving the corresponding Poisson problem. The results of this paper disclose the impact on mean exit time and the Laplace transform of the exit time as \(\sigma_1\) tends to \(\sigma_2\). Furthermore, an appropriate upper bound and an appropriate lower bound on the probabilities are given for Brownian motion with Markov switching.

MSC:

60J65 Brownian motion
60J60 Diffusion processes
60J05 Discrete-time Markov processes on general state spaces
Full Text: DOI

References:

[1] Bass, F. R., Stochastic Processes (2011), Cambridge University Press · Zbl 1247.60001
[2] Li, W. V., Small ball probabilities for Gaussian Markov processes under the \(L_p\)-norm, Stochastic Process. Appl., 92, 87-102 (2001) · Zbl 1047.60031
[3] Grigoris, P., Small ball probability estimates for log-concave measures, Trans. Amer. Math. Soc., 364, 287-308 (2012) · Zbl 1248.60027
[4] Jean-Baptiste, B.; Hélène, G.; Florent, M., Long time behavior of diffusions with Markov switching, ALEA Lat. Am. J. Probab. Math. Stat., 7, 151-170 (2010) · Zbl 1276.60084
[5] Guo, X., When the “Bull” meets the “Bear”-A first passage time problem for a hidden Markov process, Methodol. Comput. Appl. Probab., 3, 135-143 (2001) · Zbl 0997.60072
[6] Hieber, P., A correction note on: When the “Bull” meets the “Bear”-A first passage time problem for a hidden Markov process, Methodol. Comput. Appl. Probab., 16, 771-776 (2014) · Zbl 1303.60063
[7] Hieber, P., First-passage times of regime switching models, Statist. Probab. Lett., 92, 148-157 (2014) · Zbl 1351.60049
[8] Zhang, Z.; Tong, J.; Hu, L., Ultracontractivity for Brownian motion with Markov switching, Stoch. Anal. Appl., 37, 1-13 (2019)
[9] Bhattacharya, R. N.; Waymire, E. C., Stochastic Processes with Applications (2009), Society for Industrial & Applied Mathematics · Zbl 1171.60333
[10] Darroch, J. N.; Morris, K. W., Darroch passage-time generating functions for continuous-time finite Markov chains, J. Appl. Probab., 5, 414-426 (1968) · Zbl 0196.19804
[11] Tong, J.; Meng, Q.; Zhang, Z.; Lu, Y., A note on ergodicity for CIR model with Markov switching, Comm. Statist. Simulation Comput., 50, 1445-1458 (2021) · Zbl 1489.91290
[12] Pedler, P. J., Occupation times for two state Markov chains, J. Appl. Probab., 8, 381-390 (1971) · Zbl 0223.60026
[13] Eizenberg, A.; Freidlin, M., On the Dirichlet problem for a class of second order PDE systems with small parameter, Stoch. Stoch. Rep., 33, 111-148 (1990) · Zbl 0723.60095
[14] Evans, L. C., Partial Differential Equations (1997), American Mathematical Society · Zbl 0902.35001
[15] Yin, G. G.; Zhu, C., Hybrid Switching Diffusions: Properties and Applications (2010), Springer · Zbl 1279.60007
[16] Gilbarg, D.; Trudinger, N. S., Elliptic Partial Differential Equations of Second Order (2001), Springer · Zbl 1042.35002
[17] Borodin, A. N.; Salminen, P., Handbook of Brownian Motion-Facts and Formulae (2002), Springer · Zbl 1012.60003
[18] Hurd, T. R., Credit risk modeling using time-changed Brownian motion, Int. J. Theor. Appl. Finance, 12, 1213-1230 (2009) · Zbl 1182.91188
[19] Hieber, P.; Scherer, M., A note on first-passage times of continuously time-changed Brownian motion, Statist. Probab. Lett., 82, 165-172 (2012) · Zbl 1229.91310
[20] Knight, F. B., Essential of Brownian Motion and Diffusion (1981), American Mathemtical Society · Zbl 0458.60002
[21] Berman, A.; Plemmons, R. J., Nonnegative Matrices in the Mathematical Sciences (1994), SIAM · Zbl 0815.15016
[22] Lin, Z.; Bai, Z., Probability Inequalities (2010), Science Press Beijing · Zbl 1221.60001
[23] Klebaner, F. C., Introduction to Stochastic Calculus with Application (2005), Imperial College Press · Zbl 1077.60001
[24] Øksendal, B., Stochastic Differential Equations: An Introduction with Applications (2010), Springer-Verlag Heidelberg New York
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