Statistics & analysis
Study design, power and simulation; exploratory and confirmatory analysis; model criticism; and clear communication of uncertainty.
- Bayesian inference & model comparison
- Mixed-effects and generalised linear models
- Nonlinear, state-space & mixture models
- Machine learning & predictive modelling