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On the non-commutative fractional Wishart process. (English) Zbl 1362.60040

The authors study the properties of the process of eigenvalues of a fractional Wishart process defined by \(N=B^*B\), where \(B\) is the matrix fractional Brownian motion investigated by D. Nualart and the last author [Stochastic Processes Appl. 124, No. 12, 4266–4282 (2014; Zbl 1301.60051)]. If the matrix process \(B\) has entries given by independent fractional Brownian motions with Hurst parameter \(H \in (1/2,1),\) the authors derive a stochastic differential equation for the eigenvalues of the corresponding fractional Wishart process and obtain a functional limit theorem for the empirical measure-valued process of eigenvalues of the fractional Wishart process.

MSC:

60G22 Fractional processes, including fractional Brownian motion
60H10 Stochastic ordinary differential equations (aspects of stochastic analysis)
60F17 Functional limit theorems; invariance principles
60B20 Random matrices (probabilistic aspects)

Citations:

Zbl 1301.60051

References:

[1] Alós, E.; Nualart, D., Stochastic integration with respect to the fractional Brownian motion, Stoch. Stoch. Rep., 75, 29-152 (2003) · Zbl 1028.60048
[2] Anderson, G. W.; Guionnet, A.; Zeitouni, O., An Introduction to Random Matrices (2009), Cambridge University Press
[3] Bru, M. F., Wishart processes, J. Theoret. Probab., 4, 1, 725-751 (1991) · Zbl 0737.60067
[4] Cabanal Duvillard, T.; Guionnet, A., Large deviations upper bounds for the laws of matrix-valued processes and non-communicative entropies, Ann. Probab., 29, 1205-1261 (2001) · Zbl 1022.60026
[5] Cépa, E.; Lepingle, D., Diffusing particles with electrostatic repulsion, Probab. Theory Related Fields, 107, 429-449 (1997) · Zbl 0883.60089
[6] Chan, T., The Wigner semicircle law and eigenvalues of matrix-valued diffusions, Probab. Theory Related Fields, 93, 249-272 (1992) · Zbl 0767.60050
[7] Ethier, S. N.; Kurtz, T. G., Markov Processes: Characterization and Convergence (1986), Wiley · Zbl 0592.60049
[8] Harnad, J., Random Matrices, Random Processes and Integrable Systems, CRM Ser. Math. Phys. (2011), Springer-Verlag: Springer-Verlag Berlin · Zbl 1215.15002
[9] Hoffman, A. J.; Wielandt, H. W., The variation of the spectrum of a normal matrix, Duke Math. J., 20, 37-39 (1953) · Zbl 0051.00903
[10] Katori, M.; Tanemura, K., Symmetry of matrix stochastic processes and noncolliding diffusion particle systems, J. Math. Phys., 45, 3058-3085 (2004) · Zbl 1071.82045
[11] Katori, M.; Tanemura, K., Complex Brownian motion representation of the Dyson model, Electron. Commun. Probab., 18, 1-16 (2013) · Zbl 1306.60119
[12] Konig, W.; O Connell, N., Eigenvalues of the Laguerre process as non-colliding squared Bessel processes, Electron. Commun. Probab., 6, 107-114 (2001) · Zbl 1011.15012
[13] Marchenko, V. A.; Pastur, L. A., The distribution of eigenvalues in certain sets of random matrices, Math. Sb., 72, 507-536 (1967) · Zbl 0152.16101
[14] Mishura, Y. S., Stochastic Calculus with Respect to Fractional Brownian Motion and Related Processes (2008), Springer-Verlag: Springer-Verlag Berlin · Zbl 1138.60006
[15] Nourdin, I., Selected Aspects of Fractional Brownian Motion (2012), Springer-Verlag: Springer-Verlag Berlin · Zbl 1274.60006
[16] Nourdin, I.; Taqqu, M., Central and non-central limit theorems in a free probability setting, J. Theoret. Probab., 27, 220-248 (2014) · Zbl 1314.46077
[17] Nualart, D., The Malliavin Calculus and Related Topics (2006), Springer-Verlag: Springer-Verlag Berlin · Zbl 1099.60003
[18] Nualart, D.; Pérez-Abreu, V., On the Dyson process of a matrix fractional Brownian motion, Stochastic Process. Appl., 124, 4266-4282 (2014) · Zbl 1301.60051
[19] Pardo, J. C.; Pérez, J-L.; Pérez-Abreu, V., A random matrix approximation to free fractional Brownian motion, J. Theoret. Probab., 1-18 (2015)
[20] Pérez-Abreu, V.; Tudor, C., Functional limit theorems for traces in the Dyson-Brownian motion, Commun. Stoch. Anal., 1, 415-428 (2007) · Zbl 1157.60089
[21] Pérez-Abreu, V.; Tudor, C., On the traces of Laguerre processes, Electron. J. Probab., 14, 2241-2263 (2009) · Zbl 1190.60098
[22] Rogers, L. C.G.; Shi, Z., Interacting Brownian particles and the Wigner law, Probab. Theory Related Fields, 95, 555-570 (1993) · Zbl 0794.60100
[23] Tao, T., Topics in Random Matrix Theory (2012), Amer. Math. Soc. · Zbl 1256.15020
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