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TOC educational resources
Osvaldo Martin edited this page Jun 22, 2019
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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