Researcher in nutritional metabolomics. Most of my time goes into multivariate data analysis and other quality aspects of the data pipeline:
- Pre-analytical sample management
- Within/between batch correction of LCMS data
- Choice and design of multivariate modelling technique for:
- Different types of data (NMR, LCMS, OTU)
- Complex experimental designs (time series, crossover, etc)
- Validation of multivariate statistical modelling
- Nested crossvalidation designs
- Unbiased variable selection