My main research interests are:
- Bayesian nonparametric wavelet regression, namely optimality and a priori Besov regularity properties of the estimators,
- Bayesian hierarchical modelling of genomics data (e.g. gene expression microarrays and NMR metabolic spectra) that are characterised by a large number of variables and a small number of observations.
- inverse problems
- senisitivity to the choice of prior