Introduction to grammar of graphics short course @SpartacanUsuals

Introduction to grammar of graphics short course @SpartacanUsuals

Uploaded July 2021 | Updated September 2026, 3 hours ago

This video provides an introduction to a short course on grammar of graphics via ggplot2.

It is part of a playlist: youtube.com/playlist?list=PLwJRxp3blEvaYRYWTqQ5ScIow8ZBm3Q92

Course materials are available here: github.com/ben18785/introduction_to_grammar_of_graphics

Introduction to grammar of graphics short course

Maximum likelihood estimation of factor analysis models - part 1

Causality - an introduction

Introducing Bayes factors and marginal likelihoods

Wald Test - introduction

Estimating the posterior predictive distribution by sampling

Factor Analysis - model representation

Likelihood ratio test - introduction

An introduction to the Random Walk Metropolis algorithm

An introduction to continuous conditional probability distributions

An introduction to mutual information

An introduction to importance sampling

Introduction to grammar of graphics short course