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⚠ This website is for the 2022-23 academic year and is no longer maintained. ⚠
Probabilistic Design
1. Unit Introduction
1.1. Unit Overview
1.2. Design Philosophy
2. EVA Overview
3. OpenTURNS
Extreme Value Analysis
1. Extremes
1.1. Bernoulli and Binomial
1.2. Return Period
1.3. Sampling Techniques
2. Block Maxima & GEV
2.1. Block Maxima
2.2. Asymptotic Model
2.3. GEV Distribution
2.4. Return Period & Design Life
3. Peak Over Threshold & GPD
3.1. Peak Over Threshold (POT)
3.2. GPD: Introduction
3.3. GPD:
m
Return Levels
3.4. Intermezzo: Poisson
3.5. GPD:
N
Return Levels
3.6. Return Period
4. Threshold & Declustering
4.1. Samples: Poisson?
4.2. Mean Residual Life
4.3. GPD Parameter Stability
4.4. Dispersion Index
5. MUDE Materials
5.1. Extreme Value Analysis 1
5.2. Assignment 1
5.3. Solution 1
5.4. Extreme Value Analysis 2
5.5. Assignment 2
5.6. Solution 2
Homework
1. Assignment
Solution
2. Assignment
Solution
3. Assignment
Solution
4. Assignment
Solution
5. Assignment
Workshops
1. Assignment
Partial Solution
Solution
2. Assignment
Solution
3. Assignment
Solution
4. Assignment
5. Assignment
Index
