Model checking
Lecture 1:
Daniel Phillips, 2019-06-24
- Empirical coverage probability, QQ plots, systematic trends in residuals
- Case study: EFT truncation errors
- Model checking, first lecture [pdf]
Lecture 2:
Daniel Phillips, 2019-06-25
- Case study: EFT truncation errors (contd.)
- Gaussian Process model diagnostics
- Model checking, second lecture [pdf]
Exercises
- Correlated EFT truncation errors: the code behind the manuscript
- Instructions to run the notebook [ipynb]
- Notebook for GP model of EFT truncation errors [ipynb]