I am currently working on the topics:
- trait-environment relations in ecology and evolution (testing and selection of traits and/or environmental variables) comparing GL(M)Ms with simple methods such as fourth-corner and double constrained correspondence analysis.
- Bayesian multidimensional P-spline smoothing with extra random effects using INLA in R
- Affine invariant MCMC methods, extending DE-MC/DREAM
- Sequential Monte Carlo (Particle Filtering) for vision in agronomic robots.
Algorithms and biplots for double constrained correspondence analysis