A class of optimum importance sampling strategies, Information Sciences, vol.84, issue.1-2, p.139160, 1995. ,
DOI : 10.1016/0020-0255(94)00116-S
Monte Carlo methods, Wiley Interdisciplinary Reviews: Computational Statistics, vol.8, issue.1, p.4858, 2012. ,
DOI : 10.1002/wics.194
Ecient high-dimensional importance sampling, Journal of Econometrics, vol.141, issue.2, p.13851411, 2007. ,
A benchmark study on importance sampling techniques in structural reliability, Structural Safety, vol.12, issue.4, p.255276, 1993. ,
DOI : 10.1016/0167-4730(93)90056-7
Estimation of particle transmission by random sampling, Appl. Math. Ser, vol.12, p.2730, 1951. ,
Monte Carlo Calculation of the Average Extension of Molecular Chains, The Journal of Chemical Physics, vol.23, issue.2, p.356359, 1955. ,
DOI : 10.1063/1.1741967
Genealogical and Interacting Particle Systems with Applications. Probability and its Applications, 2004. ,
Sequential Monte-Carlo for rare event estimation, Statistics and Computing, vol.22, p.795808, 2012. ,
URL : https://hal.archives-ouvertes.fr/inria-00584352
A general procedure for rst/second-order reliabilitymethod, Structural Safety, p.95112, 1999. ,
Methods for Structural Reliability Computations, p.89136, 1991. ,
DOI : 10.1007/978-3-7091-2616-5_3
Methods of structural safety, 1986. ,
On the estimation of the frequency distributions of the largest or smallest member of a sample, Proceedings of the Cambridge Philosophical Society, 1928. ,
Extremes and related properties of random sequences and series, 1983. ,
Extremal Theory for Stochastic Processes, The Annals of Probability, vol.16, issue.2, p.431478, 1988. ,
DOI : 10.1214/aop/1176991767
Sensitivity analysis in practice: A guide to assessing scientic models, 2004. ,
DOI : 10.1002/0470870958
Structural reliability, 2009. ,
DOI : 10.1002/9780470611708
Adaptive directional stratification for controlled estimation of the probability of a rare event, Reliability Engineering & System Safety, vol.96, issue.12, pp.1691-1712, 2011. ,
DOI : 10.1016/j.ress.2011.06.016
Inuence of input pdf parameters of a model on a failure probability estimation, Simulation Modelling Practice and Theory, p.22442255, 2011. ,
On the concentration properties of interacting particle processes, p.225389, 2012. ,
URL : https://hal.archives-ouvertes.fr/inria-00607684
SMC 2 : an ecient algorithm for sequential analysis of state space models, Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2012. ,
On parallel implementation of sequential Monte Carlo methods: the island particle model, Statistics and Computing, vol.90, issue.420, 2013. ,
DOI : 10.1007/s11222-013-9429-x
Particle Markov chain Monte Carlo methods, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.50, issue.3, p.269342, 2010. ,
DOI : 10.1111/j.1467-9868.2009.00736.x
Computational Approaches for Aerospace Design, 2005. ,
DOI : 10.1002/0470855487
Computationally efficient black-box modeling for feasibility analysis, Computers & Chemical Engineering, vol.34, issue.9, pp.1515-1521, 2010. ,
DOI : 10.1016/j.compchemeng.2010.02.016
Explicit output-feedback nonlinear predictive control based on black-box models, Engineering Applications of Artificial Intelligence, vol.24, issue.2, p.388397, 2011. ,
DOI : 10.1016/j.engappai.2010.10.009
A new Cauchy-based black-box technique for uncertainty in risk analysis, Reliability Engineering & System Safety, vol.85, issue.1-3, p.267279, 2004. ,
DOI : 10.1016/j.ress.2004.03.016
Identication of pre-sliding and sliding friction dynamics: Grey box and black-box 23 ,
Introduction to Rare Event Simulation, 2004. ,
DOI : 10.1007/978-1-4757-4078-3
The Cross-Entropy Method : A Unied Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning (Information Science and Statistics) ,
Nonparametric Importance Sampling, Journal of the American Statistical Association, vol.55, issue.435, p.12451253, 1996. ,
DOI : 10.1214/aos/1176343541
Ecient Monte-Carlo simulation via the generalized splitting method, Statistics and Computing, vol.22, issue.1, p.116, 2012. ,
Markov Chains for Exploring Posterior Distributions, The Annals of Statistics, vol.22, issue.4, p.17011762, 1994. ,
DOI : 10.1214/aos/1176325750
Distribution des distributions dont les marges sont données, Comptes rendus de l, Académie des Sciences, vol.225, p.4243, 1962. ,
Optimization algorithms for structural reliability, Structural Safety, p.161177, 1991. ,
An innovating analysis of the Nataf transformation from the copula viewpoint, Probabilistic Engineering Mechanics, p.312320, 2009. ,
DOI : 10.1016/j.probengmech.2008.08.001
Remarks on a Multivariate Transformation, The Annals of Mathematical Statistics, vol.23, issue.3, p.470472, 1952. ,
DOI : 10.1214/aoms/1177729394
A generalization of the Nataf transformation to distributions with elliptical copula, Probabilistic Engineering Mechanics, p.172178, 2009. ,
DOI : 10.1016/j.probengmech.2008.05.001
Non-parametric adaptive importance sampling for the probability estimation of a launcher impact position, Reliability Engineering & System Safety, vol.96, issue.1, pp.178-183, 2011. ,
DOI : 10.1016/j.ress.2010.08.006
Sensitivity estimates for non linear mathematical models, Mathematical Modelling and Computationnal Experiments, vol.1, p.407414, 1993. ,