Probability and StatisticsDelves into probability, statistics, paradoxes, and random variables, showcasing their real-world applications and properties.
Probability and StatisticsCovers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Monte-Carlo IntegrationCovers Monte-Carlo integration, simulation, and transforming draws from different distributions.
Basics of Risk Analysis and ManagementIntroduces the basics of risk analysis and management in civil engineering, covering distributions, statistical reminders, and mathematical interpretation techniques.
Probability SpacesCovers random variables, expectation, and distributions in probability spaces.