Traceplot of the chains
Separation plot for models with binary response variables
Running means of the chains
Receiver-Operator Characteristic (ROC) plot for models with binary outcomes
Posterior predictive plot comparing the outcome standard deviation vs the distribution of the predicted posterior standard deviations.
Posterior predictive plot comparing the outcome mean vs the distribution of the predicted posterior means.
Create a plot matrix of posterior simulations
Histograms of the paramters.
Dotplot of the Geweke diagnostic, the standard Z-score
Density plots of the chains
Plot the Cross-correlation between-chains
Density plots comparing the distribution of the whole chain with only its last part.
Caterpillar plot with thick and thin CI
Plot an autocorrelation matrix
Dotplot of Potential Scale Reduction Factor (Rhat)