Session 6

Process-based modelling

Further reading and materials

Process-based models

• Read: A ‘landmark paper’ - Kennedy, M. C., & O’Hagan, A. (2001). Bayesian calibration of computer models. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 63(3), 425–464.

Useful R packages:

• BayesianTools package
• NIMBLE software

Presentations

🖥️ Presentation 6b - Process-based modells

🖥️ Presentation 7a - Process-based modells

Practicals

• Practical - Process-based models

• Bonus Practical - Spatial modelling - Bayesian kriging
  
  

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