In this project we are exploring non-parametric methods for the estimation of probability density functions and for regression.
The interested Student must be comfortable with Statistics and Mathematics.
The Student must do a search about kernel density estimation and Nadaraya–Watson kernel regression.
You may also have a look in Prof. Tsybakov’s book “Introduction to nonparametric estimation”.
The project can be from very theoretical until very applied.