A Mathematical Statistician by training, I have been working on topics of Dimension Reduction since I started my research career. In these pages I will give an overview of the research I have done.
- I have worked on the predictive potential of unsupervised dimension reduction techniques, like Principal Component Analysis (and variations of it), in a regression setting
- I have worked on topics of Sufficient Dimension Reduction (a supervised dimension reduction framework) where I have spent most of my efforts so far.
- I have worked with people in other sciences as well. Most of my efforts have focused with people in the Medical sector but I have also worked with people in Computer Science, Chemical Engineering, Archaeology and many more.