Conclusions and references for grammar of graphics @SpartacanUsuals

Conclusions and references for grammar of graphics @SpartacanUsuals

Uploaded July 2021 | Updated September 2026, 3 hours ago

This video concludes the playlist. The ggplot2 book is published here: ggplot2-book.org

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

Course materials including the problem set are available here: github.com/ben18785/introduction_to_grammar_of_graphics

Conclusions and references for grammar of graphics

BLUE estimators in presence of heteroscedasticity - GLS - part 1

Random walk not weakly dependent

Explaining the difference between confidence and credible intervals

GLS - example in matrix form

What is the difference between independent and dependent sampling algorithms?

Evaluating model fit through AIC, DIC, WAIC and LOO-CV

What is a posterior predictive check and why is it useful?

Factor Analysis - model representation - part 3 (matrix form)

Derivation of variance-covariance matrix in factor analysis - part 3

Explaining the intuition behind Bayesian inference

GLS estimators in the presence of autocorrelation and heteroscedasticity in matrix form

Conclusions and references for grammar of graphics