Lectures related to Moving average

Optimization and Simulation

Covers the Metropolis-Hastings algorithm and gradient-based approaches for biasing searches towards higher likelihood values.

Stochastic Simulation: Variance Reduction Techniques

Explores variance reduction techniques in stochastic simulation, emphasizing the use of auxiliary random variables and sample averages to improve efficiency.

Inflation and Consumer Price Index: Understanding Economic Changes

Covers inflation measurement through the consumer price index and its impact on purchasing power.

Probability Theory: Central Limit Theorem

Explores probability theory, distribution of averages, and the central limit theorem.

Dynamics: Pressure and Forces

Explores dynamics of objects under external forces and the concept of pressure distribution on surfaces.

Point Estimation in Statistics

Covers the concept of point estimation in statistics, focusing on methods to estimate unknown parameters from a given sample.