Frédéric Ferraty

Frédéric FERRATY

Research

Equipe Statitistique et Probabilités
Institut de Mathématiques de Toulouse
Université Paul Sabatier
118 route de Narbonne
31062 TOULOUSE Cedex 9 FRANCE

E-mail:ferraty@math.univ-toulouse.fr
Tel:+33 (0)5 61 55 60 22

Teaching

Université Toulouse Le Mirail
UFR SES - Dept. Math. Info.
5 allées Antonio Machado
31058 TOULOUSE Cedex 9 FRANCE

E-mail:ferraty@univ-tlse2.fr
Tel:+33 (0)5 61 50 46 06

Research Topics:

My researh activities (see CV) are developed in strong collaboration with the STAPH working group and oriented towards high-dimensional statistics with a special attention on:

Functional Data Analysis
NonParametric Modelling
Statistical Inference
Parsimoneous Models
- Additive Models
- SemiParametric Approaches
- Variable Selection
Massive Datasets

All these topics cover most of the main statistical fields (classification, factor analysis, regression, time series, etc). Deep theoretical studies as well as a wide scope of applications (biology, chemometrics, econometrics, geophysics, medicine, etc) are proposed. For any practitionner, useful R routines are developed and available online.