Publications

2018
C., Baey, Mathieu A., Jullien A., Trevezas S., and Cournède P.-H. 2018. Mixed-effects estimation in dynamic models of plant growth for the assessment of inter individual variability. Journal of Agricultural, Biological, and Environmental Statistics 23, no. 2: 208-232. Publisher's Version
2016
C., Baey, Trevezas S., and Cournède P.-H. 2016. A nonlinear mixed effects model of plant growth and estimation via stochastic variants of the EM algorithm. Communications in Statistics – Theory and Methods 45, no. 6: 1643-1669. isher's Version
2015
Chen, Y, Trevezas S., and Cournède P.-H. 2015. A regularized particle filter EM algorithm based on Gaussian randomization with an application to plant growth modeling. Methodology & Computing in Applied Probability 17, no. 4: 847-870. Publisher's Version
2014
S., Trevezas, S Malefaki, and Cournède P.-H. 2014. Parameter estimation via stochastic variants of the ECM algorithm with applications to plant growth modeling. Computational Statistics & Data Analysis 78: 82–99. Publisher's Version
2013
Chen, Y, S Trevezas, A Gupta, and Cournède P.-H. 2013. Iterative convolution particle filtering for nonlinear parameter estimation and data assimilation with application to crop yield prediction. In SIAM Conference on Control and its Applications, 67-74. San Diego, California, USA: Society for Industrial and Applied Mathematics. hal.archives-ouvertes.fr
S., Trevezas, and Cournède P.-H. 2013. A sequential Monte Carlo approach for MLE in a plant growth model. Journal of Agricultural, Biological, and Environmental Statistics 18, no. 2: 250-270. Publisher's Version
2011
Loi, C, P-H Cournède, and S Trevezas. 2011. Bayesian estimation in Functional-Structural Plant Models with stochastic organogenesis. In 14th ASMDA International Conference. Rome, Italy. hal.inria.fr
S., Trevezas, and Limnios N. 2011. Exact MLE and asymptotic properties for nonparametric Semi-Markov models. Journal of Nonparametric Statistics 23, no. 3: 719-739. Publisher's Version
P.-H., Cournède, Letort V., Mathieu A., Kang M.Z., Lemaire S., Trevezas S., Houllier F., and De Reffye P. 2011. Some parameter Estimation Issues in Functional-Structural Plant Modeling. Mathematical Modeling of Natural Phenomena 6, no. 2: 133-159. Publisher's Version
2010
Malefaki, S, Trevezas S., and Limnios N. 2010. An EM and a Stochastic Version of the EM algorithm for non-parametric Hidden semi-Markov models. Communications in Statistics, Simulation & Computation 32, no. 2: 240-261. Publisher's Version
2009
S., Trevezas, and Limnios N. 2009. Maximum likelihood Estimation for general hidden semi-Markov processes with backward recurrence time dependence. Journal of Mathematical Sciences 163, no. 3: 262-274. Publisher's Version
S., Trevezas, and Limnios N. 2009. Variance Estimation in the Central Limit Theorem for Markov chains. Journal of Statistical Planning and Inference 139, no. 7: 2242-2253. Publisher's Version