Emmanuel Caron

I am Assistant Professor at Avignon University, affiliated to the Laboratoire de Mathématiques d'Avignon.

My research is divided into two main areas:

  • The first is to study the regression models by assuming that the observations are dependent.

  • The second line of research concerns statistical learning, specifically the study of the recent phenomenon of double descent.

Research interests

  • Nonparametric regression
  • Model selection
  • Slope heuristic
  • Statistical learning
  • Double descent
  • Stationary processes
  • Dependence
  • Time series
  • Spectral density
  • Long memory
  • Linear regression model
  • Hypothesis testing


Photo de Emmanuel Caron

Avignon Université
Laboratoire de Mathématiques d'Avignon
74 Rue Louis Pasteur, 84029 Avignon, France

E-mail: emmanuel dot caron-parte at univ-avignon dot fr