TOC educational resources

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Osvaldo Martin edited this page Jun 22, 2019 · 4 revisions

1 Introduction

Exploratory analysis of Bayesian models
Something general about dataviz
- colors, shapes, etc
- continuous vs discrete variables
what is special about Bayesian statistics
- uncertainty
- ??
Introduction to xarray, InferenceData, and NetCDF for ArviZ

2 Diagnostics

General MCMC diagnostic
Nuts
VI

3 Model criticism

PPC Plots
?

4 Model comparison

plot_compare, WAIC. Bayes Factor
?

5 Preparation of the results for a particular audience

Forest Plots
Summary Statistics
KDE Plots