Here are some slides


Publications:
 
arxiv


Preprint/Submitted:
 

*  Graph inference with clustering and false discovery rate control. With Tabea Rebafka and Fanny Villers. arxiv preprint.

*  DiscreteFDR: An R package for controlling the false discovery rate for discrete test statistics. With Sebastian Döhler,  Guillermo Durand and Florian Junge. arxiv preprint.

* Post hoc false positive control for spatially structured hypotheses. With Guillermo Durand, Gilles Blanchard and Pierre Neuvial. In revision for Scandinavian Journal of Statistics. Hal preprint.

* Estimating minimum effect with outlier selection. With Alexandra Carpentier, Sylvain Delattre and Nicolas Verzelen.  In revision for Annals of Statistics. arxiv preprint.


Published/To appear (sorted by
date):


[20] On spike and slab empirical Bayes multiple testing. With Ismaël Castillo. To appear in Annals of Statistics. Hal preprint.

[19] Post hoc confidence bounds on false positives using reference families. With Gilles Blanchard and Pierre Neuvial. To appear in Annals of StatisticsHal preprint.

* Discussion of
Covariate‐assisted ranking and screening for large‐scale two‐sample inference. J. R. Stat. Soc. B. Vol. 81, 187-234, by T. Tony Cai, Wenguang Sun and Weinan Wang, 2019. Link

[18] Continuous testing for Poisson process intensities: a new perspective on scanning statistics
. Biometrika. Vol. 105 No. 4, 931-944, 2018. With Franck Picard and Patricia Reynaud-Bouret.  Link.

[17] New FDR bounds for discrete and heterogeneous tests. Electronic Journal of Statistics. Vol. 12, 1867-1900, 2018. With Sebastian Döhler and Guillermo Durand. (pdf).

[16]
On empirical distribution function of high-dimensional Gaussian vector components with an application to multiple testing. Bernoulli. Vol. 22 No. 1, 302-324, 2016. With S. Delattre. (HAL preprint).

[15] New procedures controlling the false discovery proportion via Romano-Wolf's heuristic. Annals of Statistics. Vol. 43 No. 3, 1141-1177, 2015. With S. Delattre. (HAL preprint).

[14] Testing over a continuum of null hypotheses with False Discovery Rate control. Bernoulli. Vol. 20 No. 1 304-333, 2014. With G. Blanchard and S. Delattre. (HAL preprint). 

[13] On least favorable configurations for step-up-down testsStatistica Sinica. Vol. 24 No. 1 1-23, 2014. With G. Blanchard, T. Dickhaus and F. Villers. (HAL preprint).

[12] On false discovery rate thresholding for classification under sparsity. Annals of Statistics. Vol. 40 No. 5 2572-2600, 2012. With P. Neuvial. (abstract, pdf).

[11]  Type I error rate control in multiple testing: a survey with proofs. Journal de la Société Française de Statistique. Vol. 152 No. 2 3-38, 2011. (pdf).

[10] Exact calculations for false discovery proportion with application to least favorable configurations. Annals of StatisticsVol. 39 No. 1 584-612, 2011. With F. Villers. (abstract, pdf).

[9] On the false discovery proportion convergence under Gaussian equi-correlation. Statistics and Probability Letters.  Vol. 81, No. 1, 111-115, 2011. With S. Delattre. (HAL preprint).

[8] Spatial Clustering of Array CGH Features in Combination with Hierarchical Multiple Testing. Statistical Applications in Genetics and Molecular Biology.  Vol. 9, Iss. 1, Article 40, 2010. With K.I. Kim and M.A. van de Wiel. (HAL preprint).

[7] Some non-asymptotic results on resampling in high dimension, II: Multiple tests.  Annals of Statistics. Vol. 38 No. 1 83-99, 2010. With S. Arlot and G. Blanchard. (abstract, pdf).

[6] Some non-asymptotic results on resampling in high dimension, I: Confidence regions. Annals of Statistics. Vol. 38 No. 1 51-82, 2010. With S. Arlot and G. Blanchard.  (abstract, pdf).

[5] Adaptive false discovery rate control under independence and dependence. Journal of Machine Learning Research. 10 2837-2871, 2009. With G. Blanchard.  (pdf, supplementary material).

[4] Optimal weighting for false discovery rate control. Electronic Journal of Statistics. 3 678-7112009. With M.-A. van de Wiel. (pdf).

[3] Two simple sufficient conditions for FDR control. Electronic Journal of Statistics. 2 963-9922008. With G. Blanchard (pdf).

[2] Resampling-based confidence regions and multiple tests for a correlated random vector. Proceedings of the 20th. Conference on Learning Theory (COLT 07), Springer Lecture Notes in Artificial Intelligence (4539), 127-141, 2007. With S. Arlot and G. Blanchard. (HAL preprint).

[1] Improved compound Poisson approximation for the number of occurrences of any rare word family in a stationnary Markov Chain. Advances in Applied Probability. 39 128-140, 2007. With S. Schbath. Get a preprint (ps pdf).


Book chapter:
 

*  On agnostic post hoc approaches to false positive control. With Gilles Blanchard and Pierre Neuvial. Submitted.




Published/To appear (sorted by Journal):


Advances in Applied Probability:

 * Improved compound Poisson approximation for the number of occurrences of any rare word family in a stationnary Markov Chain. Advances in Applied Probability. 39 128-140, 2007. With S. Schbath. Get a preprint (ps pdf).



Annals of statistics:


* On spike and slab empirical Bayes multiple testing. With Ismaël Castillo. To appear in Annals of Statistics. Hal preprint.

* Post hoc confidence bounds on false positives using reference families. With Gilles Blanchard and Pierre Neuvial. To appear in Annals of StatisticsHal preprint.

*
New procedures controlling the false discovery proportion via Romano-Wolf's heuristic. Annals of Statistics. Vol. 43 No. 3, 1141-1177, 2015. With S. Delattre. (HAL preprint).

* On false discovery rate thresholding for classification under sparsity. Annals of Statistics. Vol. 40 No. 5 2572-2600, 2012. With P. Neuvial. (abstract, pdf).

* Exact calculations for false discovery proportion with application to least favorable configurations. Annals of StatisticsVol. 39 No. 1 584-612, 2011. With F. Villers. (abstract, pdf).

* Some non-asymptotic results on resampling in high dimension, II: Multiple tests.  Annals of Statistics. Vol. 38 No. 1 83-99, 2010. With S. Arlot and G. Blanchard. (abstract, pdf).

* Some non-asymptotic results on resampling in high dimension, I: Confidence regions. Annals of Statistics. Vol. 38 No. 1 51-82, 2010. With S. Arlot and G. Blanchard.  (abstract, pdf).


Bernoulli:

* On empirical distribution function of high-dimensional Gaussian vector components with an application to multiple testing. Bernoulli. Vol. 22 No. 1, 302-324, 2016. With S. Delattre. (HAL preprint).

* Testing over a continuum of null hypotheses with False Discovery Rate control. Bernoulli. Vol. 20 No. 1 304-333, 2014. With G. Blanchard and S. Delattre. (HAL preprint).



Biometrika:

* Continuous testing for Poisson process intensities: a new perspective on scanning statistics. Biometrika. To appear. With Franck Picard and Patricia Reynaud-Bouret. arxiv preprint.



Electronic Journal of Statistics:

* New FDR bounds for discrete and heterogeneous tests. Electronic Journal of Statistics. Vol. 12, 1867-1900, 2018. With Sebastian Döhler and Guillermo Durand. (pdf).

*
Optimal weighting for false discovery rate control. Electronic Journal of Statistics. 3 678-7112009. With M.-A. van de Wiel. (pdf).

* Two simple sufficient conditions for FDR control. Electronic Journal of Statistics. 2 963-9922008. With G. Blanchard (pdf).


Journal de la Société Française de Statistique:

* Type I error rate control in multiple testing: a survey with proofs. Journal de la Société Française de Statistique. Vol. 152 No. 2 3-38, 2011. (pdf).


Journal of Machine Learning Research:

* Adaptive false discovery rate control under independence and dependence. Journal of Machine Learning Research. 10 2837-2871, 2009. With G. Blanchard.  (pdf, supplementary material).


Proceedings of the 20th Conference on Learning Theory (COLT 07):

*
Resampling-based confidence regions and multiple tests for a correlated random vector. Proceedings of the 20th. Conference on Learning Theory (COLT 07), Springer Lecture Notes in Artificial Intelligence (4539), 127-141, 2007. With S. Arlot and G. Blanchard. (HAL preprint).


Statistica Sinica:


* On least favorable configurations for step-up-down testsStatistica Sinica. Vol. 24 No. 1 1-23, 2014. With G. Blanchard, T. Dickhaus and F. Villers. (HAL preprint).


Statistical Applications in Genetics and Molecular Biology:

*
Spatial Clustering of Array CGH Features in Combination with Hierarchical Multiple Testing. Statistical Applications in Genetics and Molecular Biology.  Vol. 9, Iss. 1, Article 40, 2010. With K.I. Kim and M.A. van de Wiel. (HAL preprint).


Statistics and Probability Letters:

*
On the false discovery proportion convergence under Gaussian equi-correlation. Statistics and Probability Letters.  Vol. 81, No. 1, 111-115, 2011. With S. Delattre. (HAL preprint).




Thesis:



Motifs exceptionnels dans des séquences hétérogènes. Contributions à  la théorie et à la méthodologie des tests multiples. Phd thesis, Université de Paris XI, 2007 (.pdf, slides).
Title in english : exceptional motifs in heterogeneous sequences. Contributions to theory and methodology of multiple testing.   

Habilitation:

 Contributions to multiple testing theory for high-dimensional data. HdR Université Pierre et Marie Curie. Manuscript. Slides.


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