Search anything and hit enter
  • Teams
  • Members
  • Projects
  • Events
  • Calls
  • Jobs
  • publications
  • Software
  • Tools
  • Network
  • Equipment

A little guide for advanced search:

  • Tip 1. You can use quotes "" to search for an exact expression.
    Example: "cell division"
  • Tip 2. You can use + symbol to restrict results containing all words.
    Example: +cell +stem
  • Tip 3. You can use + and - symbols to force inclusion or exclusion of specific words.
    Example: +cell -stem
e.g. searching for members in projects tagged cancer
Search for
Count
IN
OUT
Content 1
  • member
  • team
  • department
  • center
  • program_project
  • nrc
  • whocc
  • project
  • software
  • tool
  • patent
  • Administrative Staff
  • Assistant Professor
  • Associate Professor
  • Clinical Research Assistant
  • Clinician Researcher
  • Department Manager
  • Full Professor
  • Graduate Student
  • Honorary Professor
  • Lab assistant
  • Non-permanent Researcher
  • Permanent Researcher
  • Pharmacist
  • PhD Student
  • Physician
  • Post-doc
  • Project Manager
  • Research Associate
  • Research Engineer
  • Retired scientist
  • Technician
  • Undergraduate Student
  • Veterinary
  • Visiting Scientist
  • Deputy Director of Center
  • Deputy Director of Department
  • Deputy Director of National Reference Center
  • Deputy Head of Facility
  • Director of Center
  • Director of Department
  • Director of Institute
  • Director of National Reference Center
  • Group Leader
  • Head of Facility
  • Head of Operations
  • Head of Structure
  • Honorary President of the Departement
  • Labex Coordinator
Content 2
  • member
  • team
  • department
  • center
  • program_project
  • nrc
  • whocc
  • project
  • software
  • tool
  • patent
  • Administrative Staff
  • Assistant Professor
  • Associate Professor
  • Clinical Research Assistant
  • Clinician Researcher
  • Department Manager
  • Full Professor
  • Graduate Student
  • Honorary Professor
  • Lab assistant
  • Non-permanent Researcher
  • Permanent Researcher
  • Pharmacist
  • PhD Student
  • Physician
  • Post-doc
  • Project Manager
  • Research Associate
  • Research Engineer
  • Retired scientist
  • Technician
  • Undergraduate Student
  • Veterinary
  • Visiting Scientist
  • Deputy Director of Center
  • Deputy Director of Department
  • Deputy Director of National Reference Center
  • Deputy Head of Facility
  • Director of Center
  • Director of Department
  • Director of Institute
  • Director of National Reference Center
  • Group Leader
  • Head of Facility
  • Head of Operations
  • Head of Structure
  • Honorary President of the Departement
  • Labex Coordinator
Search
Go back
Scroll to top
Share

About

I am a research engineer with a background in applied Mathematics. I have been working at Institut Pasteur since 2017, as a member of the Statistics Group of the Hub of Bioinformatics and Biostatistics. I work on various applications of statistics on data generated by Institut Pasteur research units including:

  • statistical analysis of high-dimensional data
  • differential analysis of transcriptomics and proteomics data
  • functional analysis of transcriptomics and proteomics data (GSEA)
  • analysis of RNA-Seq bulk and single-cell data
  • cellular deconvolution (cell proportion estimation) from bulk RNA-Seq data
  • development of Shiny applications

I also work in collaboration with the animal facility to support scientists in experimental design optimization (3R) as well as sample size computation and power analysis. As a member of the Hub, I am involved in the development of a Shiny application named SHADE to assist researchers in designing their experiments.

Before joining Institut Pasteur, I received a PhD in Statistics in 2015 from the Université de Rennes 1, working at Agrocampus-Ouest under the supervision of David Causeur. My PhD was about variable selection for supervised classification in high dimension, when predictors are correlated. I applied the theoretical results of my PhD to ERP (Event Related Potentials) data in Psychology. During my postdoctoral position at INRIA at Grenoble I worked on robust nonlinear regression, using mixtures of regression and heavy tailed distributions, finally applying the results to planetology data.

Links R code to run simulations of the article Devijver E. and Perthame E., Prediction regions through Inverse Regression, Journal of Machine Learning Research 21 (2020) 1-24, available here

Courses

CV

  • 2015
    PhD in Statistics
    Applied Mathematics Department of Agrocampus-Ouest and Université Rennes 1, Rennes
    Stability of variable selection in regression and classification issues for correlated data in high dimension. Supervisor: David Causeur (Agrocampus-Ouest, IRMAR).
  • 2012
    ISUP degree (Institut de Statistique de l’UPMC)
    Université Pierre et Marie Curie, Paris
    Theory of statistical testing, statistical modeling, analysis of multivariate data, design of experiments, (generalized) linear model
  • 2012
    Master 2 of Statistics
    Université Pierre et Marie Curie, Paris
    Mathematical statistics, non parametric statistics, stochastic processes

Positions

  • 2017
    Research engineer
    Hub of Bioinformatics and Biostatistics, Département de Biologie Computationnelle, Institut Pasteur
    Member of STATS expert group.
  • 2016
    Post doctoral position in Statistics
    team MISTIS, INRIA Grenoble
    Robust clustering and robust non linear regression in high dimension. Collaboration with Florence Forbes (INRIA).
  • 2015
    PhD thesis in Statistics
    Applied Mathematics Department of Agrocampus-Ouest and Université Rennes 1, Rennes
    Stability of variable selection in regression and classification issues for correlated data in high dimension. Supervisor: David Causeur (Agrocampus-Ouest, IRMAR).

Publications

Download