En français

Research interests

Research interests

  • The linear functional model and its interpretability.
  • Segmentation of series, with a Bayesian approach.
  • Variable selection for high-dimensional data, with a Bayesian approach.
  • MCMC algorithms: population-based MCMC algorithms, equi-energy sampler of Kou et al. (2006), Reversible Jump (RJMCMC).
  • Approximate Bayesian Computation (ABC) or Likelihhod-Free methods.