Lectures related to Max Entropy and Monte Carlo

Covers the properties and error estimates of the Monte Carlo method in stochastic simulation.

Explores multiple integrals, center of gravity calculation, and practical applications.

Delves into the Weibull model for probabilistic fracture in brittle solids and its implications on material reliability.

Covers simple and multiple linear regression, including least squares estimation and model diagnostics.

Introduces Maximum Likelihood Estimation in econometrics, covering principles, properties, applications, and specification tests.

Covers iterative weighted least squares, Poisson regression, mixed models, and likelihood ratio statistic.