Fabien NAVARRO

Fabien NAVARRO
Fabien NAVARRO
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2022

  • Parametric estimation of hidden markov models by least squares type estimation and deconvolution

    Statistical papers, vol. 63, iss. 5, pp. 1615-1648, 2022.
    By C. Chesneau, S. El Kolei, and F. Navarro

    [DOI] [Bibtex] 

    @article{Chesneau20221615,
author={Chesneau, C. and El Kolei, S. and Navarro, F.},
title={Parametric estimation of hidden Markov models by least squares type estimation and deconvolution},
journal={Statistical Papers},
year={2022},
volume={63},
number={5},
pages={1615-1648},
doi={10.1007/s00362-022-01288-x},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123836852&doi=10.1007%2fs00362-022-01288-x&partnerID=40&md5=8d1f0398e2a2cde8e334a27228e1f4e0},
publisher={Springer Science and Business Media Deutschland GmbH},
}

  • Contrast estimation for noisy observations of diffusion processes via closed-form density expansions

    Statistical inference for stochastic processes, vol. 25, iss. 2, pp. 303-336, 2022.
    By S. El Kolei and F. Navarro

    [DOI] [Bibtex] 

    @article{ElKolei2022303,
author={El Kolei, S. and Navarro, F.},
title={Contrast estimation for noisy observations of diffusion processes via closed-form density expansions},
journal={Statistical Inference for Stochastic Processes},
year={2022},
volume={25},
number={2},
pages={303-336},
doi={10.1007/s11203-021-09256-2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116408844&doi=10.1007%2fs11203-021-09256-2&partnerID=40&md5=1c894541102109d4e6657114a8740f1e},
publisher={Springer Science and Business Media B.V.},
}

2021

  • Finite sample improvement of akaike's information criterion

    Ieee transactions on information theory, vol. 67, iss. 10, pp. 6328-6343, 2021.
    By A. Saumard and F. Navarro

    [DOI] [Bibtex] 

    @article{Saumard20216328,
author={Saumard, A. and Navarro, F.},
title={Finite Sample Improvement of Akaike's Information Criterion},
journal={IEEE Transactions on Information Theory},
year={2021},
volume={67},
number={10},
pages={6328-6343},
doi={10.1109/TIT.2021.3094770},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112597936&doi=10.1109%2fTIT.2021.3094770&partnerID=40&md5=44c56fb8a559860ee24a1d804f2884b6},
publisher={Institute of Electrical and Electronics Engineers Inc.},
}

  • Data-driven thresholding in denoising with spectral graph wavelet transform

    Journal of computational and applied mathematics, vol. 389, 2021.
    By B. de Loynes, F. Navarro, and B. Olivier

    [DOI] [Bibtex] 

    @article{deLoynes2021,
author={de Loynes, B. and Navarro, F. and Olivier, B.},
title={Data-driven thresholding in denoising with Spectral Graph Wavelet Transform},
journal={Journal of Computational and Applied Mathematics},
year={2021},
volume={389},
doi={10.1016/j.cam.2020.113319},
art_number={113319},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098696939&doi=10.1016%2fj.cam.2020.113319&partnerID=40&md5=9a601579cfc0ee13fdb9bbe3120ee24d},
publisher={Elsevier B.V.},
}

2020

  • Nonparametric estimation in a regression model with additive and multiplicative noise

    Journal of computational and applied mathematics, vol. 380, 2020.
    By C. Chesneau, S. El Kolei, J. Kou, and F. Navarro

    [DOI] [Bibtex] 

    @article{Chesneau2020,
author={Chesneau, C. and El Kolei, S. and Kou, J. and Navarro, F.},
title={Nonparametric estimation in a regression model with additive and multiplicative noise},
journal={Journal of Computational and Applied Mathematics},
year={2020},
volume={380},
doi={10.1016/j.cam.2020.112971},
art_number={112971},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084834296&doi=10.1016%2fj.cam.2020.112971&partnerID=40&md5=cc96326b7a29229bbd0a186ab779cc4a},
publisher={Elsevier B.V.},
}

2019

  • On some applicable approximations of gaussian type integrals

    Journal of mathematical modeling, vol. 7, iss. 2, pp. 221-229, 2019.
    By C. Chesneau and F. Navarro

    [DOI] [Bibtex] 

    @article{Chesneau2019221,
author={Chesneau, C. and Navarro, F.},
title={On some applicable approximations of gaussian type integrals},
journal={Journal of Mathematical Modeling},
year={2019},
volume={7},
number={2},
pages={221-229},
doi={10.22124/jmm.2019.12897.1250},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069679118&doi=10.22124%2fjmm.2019.12897.1250&partnerID=40&md5=9f07c21b93d88630381664dbb47a9c32},
publisher={University of Guilan},
}

2017

  • On the pointwise mean squared error of a multidimensional term-by-term thresholding wavelet estimator

    Communications in statistics - theory and methods, vol. 46, iss. 11, pp. 5643-5655, 2017.
    By C. Chesneau and F. Navarro

    [DOI] [Bibtex] 

    @article{Chesneau20175643,
author={Chesneau, C. and Navarro, F.},
title={On the pointwise mean squared error of a multidimensional term-by-term thresholding wavelet estimator},
journal={Communications in Statistics - Theory and Methods},
year={2017},
volume={46},
number={11},
pages={5643-5655},
doi={10.1080/03610926.2015.1107587},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013046209&doi=10.1080%2f03610926.2015.1107587&partnerID=40&md5=7e10b9e833e8d62a0413d6ac3fc059df},
publisher={Taylor and Francis Inc.},
}

  • Slope heuristics and v-fold model selection in heteroscedastic regression using strongly localized bases

    Esaim - probability and statistics, vol. 21, pp. 412-451, 2017.
    By F. Navarro and A. Saumard

    [DOI] [Bibtex] 

    @article{Navarro2017412,
author={Navarro, F. and Saumard, A.},
title={Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases},
journal={ESAIM - Probability and Statistics},
year={2017},
volume={21},
pages={412-451},
doi={10.1051/ps/2017005},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040310805&doi=10.1051%2fps%2f2017005&partnerID=40&md5=2b277d7ac84cb4c3f00519e40c1ff441},
publisher={EDP Sciences},
}

  • A note on the adaptive estimation of the differential entropy by wavelet methods

    Commentationes mathematicae universitatis carolinae, vol. 58, iss. 1, pp. 87-100, 2017.
    By C. Chesneau, F. Navarro, and O. S. Serea

    [DOI] [Bibtex] 

    @article{Chesneau201787,
author={Chesneau, C. and Navarro, F. and Serea, O.S.},
title={A note on the adaptive estimation of the differential entropy by wavelet methods},
journal={Commentationes Mathematicae Universitatis Carolinae},
year={2017},
volume={58},
number={1},
pages={87-100},
doi={10.14712/1213-7243.2015.191},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016122850&doi=10.14712%2f1213-7243.2015.191&partnerID=40&md5=deec2b520ccab956a6063067c5bd2c08},
publisher={Charles University, Faculty of Mathematics and Physics},
}

2015

  • Estimation of convolution in the model with noise

    Journal of nonparametric statistics, vol. 27, iss. 3, pp. 286-315, 2015.
    By C. Chesneau, F. Comte, G. Mabon, and F. Navarro

    [DOI] [Bibtex] 

    @article{Chesneau2015286,
author={Chesneau, C. and Comte, F. and Mabon, G. and Navarro, F.},
title={Estimation of convolution in the model with noise},
journal={Journal of Nonparametric Statistics},
year={2015},
volume={27},
number={3},
pages={286-315},
doi={10.1080/10485252.2015.1041944},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938745821&doi=10.1080%2f10485252.2015.1041944&partnerID=40&md5=ec8280238debd4d78fb2463a3e3019f3},
publisher={Taylor and Francis Ltd.},
}