Newton's method for stochastic differential equations and its probabilistic second-order error estimate
Electronic Journal of Differential Equations, Tome 2012 (2012).

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Summary: Kawabata and Yamada [5] proposed an implicit Newton's method for nonlinear stochastic differential equations and proved its convergence. Later Amano [2] gave an explicit formulation of method and showed its direct error estimate. In this article, we prove a probabilistic second-order error estimate which has been an open problem since 1991.
Classification : 60H10, 65C30
Keywords: Newton's method, stochastic differential equation, second order error estimate
@article{EJDE_2012__2012__a35,
     author = {Amano, Kazuo},
     title = {Newton's method for stochastic differential equations and its probabilistic second-order error estimate},
     journal = {Electronic Journal of Differential Equations},
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     volume = {2012},
     year = {2012},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/EJDE_2012__2012__a35/}
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Amano, Kazuo. Newton's method for stochastic differential equations and its probabilistic second-order error estimate. Electronic Journal of Differential Equations, Tome 2012 (2012). http://geodesic.mathdoc.fr/item/EJDE_2012__2012__a35/