M. Anderson, B. D. Anderson, and J. B. Moore, Optimal Filtering, IEEE Transactions on Systems, Man, and Cybernetics, vol.12, issue.2, 1979.
DOI : 10.1109/TSMC.1982.4308806

. Andrieu, Particle Markov chain, 2010.
DOI : 10.1111/j.1467-9868.2009.00736.x

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.7033

B. Chen, Calibration of the Heston model with Application in Derivative Pricing and Hedging, 2007.

N. Chopin and . Singh, On particle Gibbs sampling, Bernoulli, vol.21, issue.3, p.18551883, 2015.
DOI : 10.3150/14-BEJ629

URL : http://arxiv.org/abs/1304.1887

S. Duan, J. Duan, and J. Simonato, Estimating and Testing Exponential Affine Term Structure Models by Kalman Filter, CIRANO Working Papers, pp.95-139, 1995.

K. Durbin, J. Durbin, and S. J. Koopman, Time series analysis by state space methods. Number 38, 2012.

S. El-kolei, Estimation des modèlesmodèles`modèlesà volatilité stochastique par filtrage et déconvolution, 2012.

A. Grewal, M. S. Grewal, and A. P. Andrews, Kalman filtering, 2015.

S. L. Heston, A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options, Review of Financial Studies, vol.6, issue.2, pp.327-370, 1993.
DOI : 10.1093/rfs/6.2.327

A. H. Jazwinski, Stochastic processes and filtering theory, 2007.

R. Kalman, A New Approach to Linear Filtering and Prediction Problems, Journal of Basic Engineering, vol.82, issue.1, pp.35-45, 1960.
DOI : 10.1115/1.3662552

M. Sage, A. Sage, and J. Melsa, Estimation Theory with Applications to Communication and Control, IEEE Transactions on Systems, Man, and Cybernetics, vol.1, issue.4, 1971.
DOI : 10.1109/TSMC.1971.4308330

. Wei, Fault Detection and Estimation in Dynamic Systems, pp.201-217, 1991.
DOI : 10.1007/978-1-4612-3102-8_19