Lectures related to Beta prime distribution

Exploration vs. Exploitation: Softmax Policy Quiz

Presents a quiz on the exploration vs. exploitation dilemma using the softmax policy.

Threshold Exceedances: Generalized Pareto Distribution

Explores threshold exceedances and the Generalized Pareto Distribution for modeling extreme data points above a specified level.

Bayesian Inference: Beta-Bernoulli Model

Explores the Beta distribution, Bayesian inference, and posterior calculation in the Beta-Bernoulli model.

Extreme Value Theory: GEV and GPD

Covers Extreme Value Theory, focusing on GEV and GPD distributions and the POT Model for threshold exceedances.

Basics of Risk Analysis and Management

Introduces the basics of risk analysis and management in civil engineering, covering distributions, statistical reminders, and mathematical interpretation techniques.

Extreme Value Theory: Maxima and Exceedances

Delves into Extreme Value Theory, discussing maxima, exceedances, and their statistical implications.

Peaks-Over-Threshold Model: Implications and Estimation

Explores the Peaks-Over-Threshold model assumptions, implications, and estimation methods, including fitting a GPD model to exceedances.

Maximum Likelihood: Estimation and Inference

Introduces maximum likelihood estimation, discussing its properties and applications in statistical analysis.

Extreme Value Theory: Applications and Estimation

Explores Extreme Value Theory applications, estimation strategies, and modelling techniques for statistical analysis of extremes in time series.

Important Distribution Functions: Bernoulli, Binomial, Uniform

Explores important distribution functions like Bernoulli, Binomial, and Uniform in probability theory.

Stability Relationships in Distributions

Explores stability relationships, domains of attraction, and limitations in distributions for statistical modeling and analysis.

Extreme Value Theory: Return Level Estimation

Explores extremal limit theorems, return level estimation, clustering consequences, and modelling strategies for extreme value theory.

Number Theory: More Facts about Primes

Explores distribution of primes, arithmetic progressions, Mersene primes, and Goldbach's Conjecture.

Probability and Statistics: Fundamental Theorems

Explores fundamental theorems in probability and statistics, joint probability laws, and marginal distributions.

Estimating Maximum Streamflow with LP3 Distribution

Covers the frequency factor approach and the log-Pearson Type III distribution for estimating maximum streamflow.

Extreme Value Theory: Maximum Distribution

Explores extreme value theory, focusing on maximum distribution and different types of distributions based on shape parameters.

Continuous Random Variables: Distributions and Expectation

Explores various continuous probability distributions and expectation of random variables.

Extreme Value Theory: Applications and Threshold Selection

Explores extremal limit theorems, applications like Vargas rainfall data, and fitting piecewise Generalized Pareto Distributions.

Probability and Statistics: Variance and Covariance Calculations

Discusses variance and covariance calculations, transformations of random variables, and mixtures in probability and statistics.

Electric Charges and Forces

Covers practical points, charge densities, Coulomb's law, and nuclear fission examples.