- Poisson Regression - tools on islands part 2 :
- Geographic Correlation and Oceanic Tools :
- Levels of Bayesian Analysis : Multiple levels of data analysis go from Frequentist to more and more Bayesian, starting from MLE and going to full bayes via Type-2 MLE (Empirical Bayes). The outstanding observation about these levels is the increasing reliance on integration as we get more Bayesian.
- The idea behind the GP :
- Gaussian Processes and 'Non-parametric' Bayes :
- Inference for GPs :
- GP Recap and example :