RSS Amplifier

Video feed

Statistical Computing, Fall 2017

youtube.com ↗Source feed ↗15 videos

Subscribe:.rss.atom.json.md

Dormant Last read · last published · next check
Read 1 day ago and current, but nothing has been published for 9 years.

Written by

Latest videos

Saves to your Watch queue, to pick up on another day or another device.

Lecture 16. Gibbs Sampling

Play

Lecture15. Importance Sampling

Play

Lecture 13. Introduction to Monte Carlo Methods and Random Variable Generation

Play

Lecture 12. Implementation of Bayesian Regression and Variable Selection

Play

Lecture 11. Bayesian Linear Regression (continued)

Play

Lecture 10. Linear Bayesian Regression

Play

Lecture 9. Introduction to Bayesian Linear Regression, Model Comparison and Selection

Play

Lecture 8. Prior and Hierarchical Models

Play

Lecture 7. Exponential Family, Generalized Linear Models, Inference for Multivariate Gaussian

Play

Lecture 6. Introduction to Bayesian Statistics, Exponential Family of Distributions

Play

Lecture 5. Likelihood, MAP and Regularized Least Squares, Linear Gaussian Models

Lecture 4. Robbins-Monro Algorithm, Curse of Dimensionality, Conditional Gaussian Distributions

Lecture 1. Introduction to probability and statistics

Lecture 3. Information Theory, Multivariate Gaussian, MLE Estimation, Robbins-Monro algorithm

Lecture 2. Introduction to Probability and Statistics (Continued)