We consider stochastic differential equations $dY=V\left( Y\right) dX$ driven by a multidimensional Gaussian process $X$ in the rough path sense [T. Lyons, Rev. Mat. Iberoamericana 14, (1998), 215–310]. Using Malliavin Calculus we show that $Y_{t}$ admits a density for $t\in (0,T]$ provided (i) the vector fields $V=\left( V_{1},\dots,V_{d}\right) $ satisfy Hörmander’s condition and (ii) the Gaussian driving signal $X$ satisfies certain conditions. Examples of driving signals include fractional Brownian motion with Hurst parameter $H>1/4$, the Brownian bridge returning to zero after time $T$ and the Ornstein-Uhlenbeck process.
Thomas Cass  1 ; Peter Friz  2
@article{10_4007_annals_2010_171_2115,
author = {Thomas Cass and Peter Friz},
title = {Densities for rough differential equations under {H\"ormander{\textquoteright}s} condition},
journal = {Annals of mathematics},
pages = {2115--2141},
year = {2010},
volume = {171},
number = {3},
doi = {10.4007/annals.2010.171.2115},
mrnumber = {2680405},
zbl = {1205.60105},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.4007/annals.2010.171.2115/}
}
TY - JOUR AU - Thomas Cass AU - Peter Friz TI - Densities for rough differential equations under Hörmander’s condition JO - Annals of mathematics PY - 2010 SP - 2115 EP - 2141 VL - 171 IS - 3 UR - http://geodesic.mathdoc.fr/articles/10.4007/annals.2010.171.2115/ DO - 10.4007/annals.2010.171.2115 LA - en ID - 10_4007_annals_2010_171_2115 ER -
%0 Journal Article %A Thomas Cass %A Peter Friz %T Densities for rough differential equations under Hörmander’s condition %J Annals of mathematics %D 2010 %P 2115-2141 %V 171 %N 3 %U http://geodesic.mathdoc.fr/articles/10.4007/annals.2010.171.2115/ %R 10.4007/annals.2010.171.2115 %G en %F 10_4007_annals_2010_171_2115
Thomas Cass; Peter Friz. Densities for rough differential equations under Hörmander’s condition. Annals of mathematics, Tome 171 (2010) no. 3, pp. 2115-2141. doi: 10.4007/annals.2010.171.2115
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