My research activities are oriented towards
high-dimensional statistics with a special attention on:
All these topics cover most of the main statistical fields
(classification, factor analysis, regression, time series, etc).
Theoretical studies as well as a wide scope of applications (biology,
chemometrics, econometrics, geophysics, medicine, etc) have been carried
out. For any practitionner, useful
software (R routines), case studies, as well as examples of use
are available online.
- Functional Data Analysis
- NonParametric Modelling
- Statistical Inference
- Parsimoneous Models
- Dimension Reduction Models
- SemiParametric Approaches
- Variable Selection
- Massive Datasets
Copyright: All the available online materials are achieved, provided and maintained by Frederic Ferraty; they may be downloaded freely for your own personal study. Use for any commercial purpose is forbidden.