A probabilistic numerical method for optimal multiple switching problem and application to investments in electricity generation, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01025760
Numerical Methods for the Pricing of Swing Options: A Stochastic Control Approach, Methodology and Computing in Applied Probability, vol.30, issue.1, pp.517-540, 2006. ,
DOI : 10.1007/s11009-006-0427-8
URL : https://hal.archives-ouvertes.fr/inria-00117175
Efficient numerical methods for pricing GMWB, 2012. ,
URL : https://hal.archives-ouvertes.fr/pastel-00800761
Monte-Carlo valuation of American options: facts and new algorithms to improve existing methods Numerical methods in finance, Proceedings in Mathematics 12, pp.215-255, 2010. ,
Polynomial processes and their applications to mathematical finance, Finance Stoch, pp.711-740, 2012. ,
DOI : 10.1007/s00780-012-0188-x
URL : http://arxiv.org/abs/0812.4740
Monte Carlo algorithms for optimal stopping and statistical learning, The Annals of Applied Probability, vol.15, issue.2, pp.1396-1432, 2005. ,
DOI : 10.1214/105051605000000043
A regression-based Monte Carlo method to solve backward stochastic differential equations, The Annals of Applied Probability, vol.15, issue.3, pp.2172-2202, 2005. ,
DOI : 10.1214/105051605000000412
Approximation of discrete BSDE using leastsquares regression, Preprint available at http: // hal. archives-ouvertes, p.642685, 2011. ,
A distribution-free theory of nonparametric regression, 2002. ,
DOI : 10.1007/b97848
Quantization for Nonparametric Regression, IEEE Transactions on Information Theory, vol.54, issue.2, pp.867-874, 2008. ,
DOI : 10.1109/TIT.2007.913565
Rate of convergence of an empirical regression method for solving generalized backward stochastic differential equations, Bernoulli, vol.12, issue.5, pp.889-916, 2006. ,
DOI : 10.3150/bj/1161614951
URL : https://hal.archives-ouvertes.fr/hal-00394976
Valuing American Options by Simulation: A Simple Least-Squares Approach, Review of Financial Studies, vol.14, issue.1, pp.113-147, 2001. ,
DOI : 10.1093/rfs/14.1.113
Topics in non-parametric statistics, Lectures on probability theory and statistics (Saint-Flour, Lecture Notes in Math. 1738, pp.85-277, 1998. ,
Stochastic processes and orthogonal polynomials, Lecture Notes in Statistics, 2000. ,
Introduction to nonparametric estimation, 2009. ,
DOI : 10.1007/b13794