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The local asymptotic normality of a family of measures generated by solutions of stochastic differential equations with a small fractional Brownian motion
Author(s):
T.
Androshchuk
Translated by:
V. V. Semenov
Original publication:
Teoriya Imovirnostei ta Matematichna Statistika,
vipusk 71
(2004).
Journal:
Theor. Probability and Math. Statist.
No. 71
(2005),
1-15.
MSC (2000):
Primary 62F12;
Secondary 60G15, 60H10
Posted:
December 30, 2005
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Additional information
Abstract:
A formula for the likelihood ratio of measures generated by solutions of a stochastic differential equation with a fractional Brownian motion is established in the paper. We find sufficient conditions that the family of measures generated by solutions of such an equation is locally asymptotically normal.
References:
-
- 1.
- Yu. A. Kutoyants, Identification of Dynamical Systems with Small Noise, Mathematics and Its Applications, vol. 300, Kluwer, Dordrecht, 1994. MR 1332492 (97b:93093)
- 2.
- I. A. Ibragimov and R. Z. Khas'minski
, Statistical Estimation. Asymptotic Theory, ``Nauka'', Moscow, 1979; English transl., Springer-Verlag, New York-Berlin, 1981.MR 0620321 (82g:62006) - 3.
- M. Zähle, Integration with respect to fractal functions and stochastic calculus. Part I, Probab. Theory Relat. Field 111 (1998), 333-372. MR 1640795 (99j:60073)
- 4.
- I. Norros, E. Valkeila, and J. Virtamo, An elementary approach to a Girsanov formula and other analytical results on fractional Brownian motions, Bernoulli 55 (1999), 571-587. MR 1704556 (2000f:60053)
- 5.
- D. Nualart and A. Rascanu, Differential equations driven by fractional Brownian motion, Collect. Math. 53 (2002), no. 1, 55-81. MR 1893308 (2003f:60105)
- 6.
- Yu. V. Krvavich and Yu. S. Mishura, Differentiability of fractional integrals whose kernels are defined by fractal Brownian motion, Ukrain. Mat. Zh. 53 (2001), no. 1, 30-40; English transl. in Ukrainian Math. J. 53 (2001), no. 1, 35-47. MR 1834637 (2002d:60046)
- 7.
- R. Sh. Liptser and A. N. Shiryaev, Statistics of Random Processes, ``Nauka'', Moscow, 1974; English transl., Springer-Verlag, New York-Heidelberg, 1977. MR 0431365 (55 #4365); MR 1800857 (2001k:60001a,b)
- 8.
- T. O. Androshchuk, An estimate for higher moments of the deviation between a solution of a stochastic differential equation and its trend, Visnyk Kyiv. Univ. Ser. Matem. Mech. (2004), no. 12, 60-62. (Ukrainian)
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Additional Information:
T.
Androshchuk
Affiliation:
Department of Probability Theory and Mathematical Statistics, Faculty for Mechanics and Mathematics, National Taras Shevchenko University, Academician Glushkov Avenue, 6, Kyiv 03127, Ukraine
Email:
nutaras@univ.kiev.ua
DOI:
10.1090/S0094-9000-05-00643-5
PII:
S 0094-9000(05)00643-5
Keywords:
Fractional brownian motion,
local asymptotic normality of a system of measures,
dynamic systems with small noise
Received by editor(s):
12/MAR/2004
Posted:
December 30, 2005
Copyright of article:
Copyright
2005,
American Mathematical Society
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