The syllabus covered by the book and YouTube course @SpartacanUsuals
The syllabus covered by the book and YouTube course @SpartacanUsuals
Uploaded April 2018 | Updated September 2026, 2 hours ago
This video provides a summary of a textbook I've written on Bayesian inference (available here: amazon.co.uk/Students-Guide-Bayesian-Statistics/dp/1473916364/) and accompanying (freely available) YouTube course.

For more information about Bayesian inference and my research activities, see: ben-lambert.com/bayesian/.
The syllabus covered by the book and YouTube courseGeometric interpretation of Least Squares: geometrical derivation of estimatorSURE estimator - same independent variables - part 1Factor analysis assumptionsSURE estimator - same independent variables - part 3Serial correlation - The Durbin-Watson testCausation in econometrics - selection bias and average causal effectAn introduction to discrete conditional probability distributions.An introduction to Jeffreys priors - 1Online conference at Oxford University: Inference for expensive systems in mathematical biologyPropensity score matching - mathematics behind estimationIntroduction to grammar of graphics short course
Ben Lambert |

The syllabus covered by the book and YouTube course

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