Number of documents

25

Publications of Fabien Navarro


Journal articles13 documents

  • Fabien Navarro, Adrien Saumard. Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases. ESAIM: Probability and Statistics, EDP Sciences, 2017, 21, ⟨10.1051/ps/2017005⟩. ⟨hal-00528539v5⟩
  • Christophe Chesneau, Fabien Navarro, Oana Silvia Serea. A note on the adaptive estimation of the differential entropy by wavelet methods. Commentationes Mathematicae Universitatis Carolinae, 2017, 58 (1), ⟨10.14712/1213-7243.2015.191⟩. ⟨hal-01141420v3⟩
  • Yogendra P. Chaubey, Christophe Chesneau, Fabien Navarro. Linear wavelet estimation of the derivatives of a regression function based on biased data. Communications in Statistics - Theory and Methods, 2017, 46 (19), ⟨10.1080/03610926.2016.1213287⟩. ⟨hal-01075544⟩
  • Christophe Chesneau, Fabien Navarro. On the pointwise mean squared error of a multidimensional term-by-term thresholding wavelet estimator. Communications in Statistics - Theory and Methods, Taylor & Francis, 2017, 46 (11), ⟨10.1080/03610926.2015.1107587⟩. ⟨hal-01188362v3⟩
  • Christophe Chesneau, Fabienne Comte, Gwennaelle Mabon, Fabien Navarro. Estimation of convolution in the model with noise. Journal of Nonparametric Statistics, American Statistical Association, 2015, 27 (3), pp.286-315. ⟨hal-01003005⟩
  • Ingo Bulla, Christophe Chesneau, Fabien Navarro, Tanya Mark. A note on the adaptive estimation of a bi-dimensional density in the case of knowledge of the copula density. Statistics and Probability Letters, Elsevier, 2015, 105, ⟨10.1016/j.spl.2015.02.024⟩. ⟨hal-00979729v2⟩
  • Christophe Chesneau, Fabien Navarro. On a Plug-In Wavelet Estimator for Convolutions of Densities. Journal of Statistical Theory and Practice, 2014, 8 (4), ⟨10.1080/15598608.2013.824824⟩. ⟨hal-00625912v2⟩
  • Christophe Chesneau, Maher Kachour, Fabien Navarro. Average Derivative Estimation from Biased Data. ISRN Probability and Statistics, Hindawi Publishing Corporation, 2014, 2014, pp.864530. ⟨10.1155/2014/864530⟩. ⟨hal-01532972⟩
  • Christophe Chesneau, Maher Kachour, Fabien Navarro. On the estimation of density-weighted average derivative by wavelet methods under various dependence structures. Sankhya A, Springer Verlag, 2014, ⟨10.1007/s13171-013-0032-1⟩. ⟨hal-00668544v3⟩
  • Fabien Navarro, Christophe Chesneau, Jalal M. Fadili. On adaptive wavelet estimation of a class of weighted densities. Communications in Statistics - Simulation and Computation, Taylor & Francis, 2014, 12 p. ⟨10.1080/03610918.2013.851216⟩. ⟨hal-00714507v4⟩
  • Christophe Chesneau, Maher Kachour, Fabien Navarro. A note on the adaptive estimation of a quadratic functional from dependent observations. Istatistik. Journal of the Turkish Statistical Association, 2013, 6 (1), pp.10--26. ⟨hal-00707015v2⟩
  • Fabien Navarro, Christophe Chesneau, Jalal M. Fadili, Taoufik Sassi. Block thresholding for wavelet-based estimation of function derivatives from a heteroscedastic multichannel convolution model. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2013, 7, pp.428-453. ⟨10.1214/13-EJS776⟩. ⟨hal-00661544v3⟩
  • Christophe Chesneau, Fabienne Comte, Fabien Navarro. Fast nonparametric estimation for convolutions of densities. Canadian Journal of Statistics, Wiley, 2013, 41 (4), pp.617-636. ⟨10.1002/cjs.11191⟩. ⟨hal-00798766v2⟩

Conference papers4 documents

  • Adrien Saumard, Fabien Navarro. Une sur-pénalisation théoriquement fondée du critère AIC. 49èmes Journées de Statistique de la SFdS, May 2017, Avignon, France. ⟨hal-01532779⟩
  • Fabien Navarro, Adrien Saumard. Sélection optimale de modèles à base localisée en régression hétéroscédastique. 48èmes Journées de Statistique de la SFdS, May 2016, Montpellier, France. ⟨hal-01383777⟩
  • Fabien Navarro, Adrien Saumard. Efficiency of the V-fold model selection for localized bases. Conference of the International Society for Non-Parametric Statistics, Jun 2016, Avignon, France. ⟨10.1007/978-3-319-96941-1_4⟩. ⟨hal-01505514v2⟩
  • Fabien Navarro, Jalal M. Fadili, Christophe Chesneau. Adaptive parameter selection for block wavelet-thresholding deconvolution. IFAC International Workshop on Adaptation and Learning in Control and signal Processing (ALCOSP), Jul 2013, Caen, France. pp.495-499, ⟨10.3182/20130703-3-FR-4038.00148⟩. ⟨hal-00926910⟩

Preprints, Working Papers, ...7 documents

  • Christophe Chesneau, Salima El Kolei, Fabien Navarro. Parametric estimation of hidden Markov models by least squares type estimation and deconvolution. 2019. ⟨hal-01598922v2⟩
  • Christophe Chesneau, Junke Kou, Fabien Navarro. Linear wavelet estimation in regression with additive and multiplicative noise. 2019. ⟨hal-01877543v2⟩
  • Basile de Loynes, Fabien Navarro, Baptiste Oliver. LocLets: Localized Graph Wavelets for Processing Frequency Sparse Signals on Graphs. 2019. ⟨hal-02159573⟩
  • Christophe Chesneau, S El Kolei, Junke Kou, Fabien Navarro. Nonparametric estimation in a regression model with additive and multiplicative noise. 2019. ⟨hal-02159579⟩
  • Basile de Loynes, Fabien Navarro, Baptiste Oliver. Data-driven Thresholding in Denoising with Spectral Graph Wavelet Transform. 2019. ⟨hal-02159571⟩
  • Marie Du Roy de Chaumaray, Matthieu Marbac, Fabien Navarro. Mixture of hidden Markov models for accelerometer data. 2019. ⟨hal-02159581⟩
  • Christophe Chesneau, Fabien Navarro. A note on simple approximations of Gaussian type integrals with applications. 2018. ⟨hal-01888264⟩

Theses1 document

  • Fabien Navarro. Estimateurs adaptatifs avec parcimonie structurée. Mathématiques [math]. Université de Caen, 2013. Français. ⟨tel-01081655v2⟩