Introduction and fundamentals of Bayesian decision analysis
By Michael H. Faber. Download lecture 1 (PDF)
- Prior, Pre-posterior and Posterior decision analysis
- Quantification of utilities
Value of Information analyses and decision analysis types
By Sebastian Thöns. Download lecture 2 (PDF)
- Types of Value of Information analyses
- Decision analyses types
- Derivation of decision rules
Value of Information analyses continued
By Carl Malings and Matteo Pozzi. Download lecture 3 (PDF)
- Introduction to Gaussian random field models
- Evaluation of Value of Information in Gaussian random fields
- Optimal sensors placement and inspection scheduling using Value of Information