Comparing traditional versus grammar of graphics approaches to graphing @SpartacanUsuals
Comparing traditional versus grammar of graphics approaches to graphing  @SpartacanUsuals
Uploaded July 2021 | Updated September 2026, 3 hours ago
This video compares how a given plot would be produced using both the traditional (i.e. Matplotlib or Matlab) way and the grammar of graphics (i.e. ggplot2) way. The data featured in the video is described here: kaggle.com/russellyates88/suicide-rates-overview-1985-to-2016

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
Comparing traditional versus grammar of graphics approaches to graphingRepresenting homoscedasticity and no autocorrelation in matrix form - part 1Moving Average processes - Stationary and Weakly DependentEstimating the error variance in matrix form - part 2Conclusions and references for grammar of graphicsBLUE estimators in presence of heteroscedasticity - GLS - part 1Random walk not weakly dependentExplaining the difference between confidence and credible intervalsGLS - example in matrix formWhat is the difference between independent and dependent sampling algorithms?Evaluating model fit through AIC, DIC, WAIC and LOO-CVWhat is a posterior predictive check and why is it useful?
Ben Lambert |

Comparing traditional versus grammar of graphics approaches to graphing

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