Plots¶
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Bar plot of the autocorrelation function for a sequence of data. |
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Plot Bayesian p-value for observed data and Posterior/Prior predictive. |
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Summary plot for model comparison. |
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Generate KDE plots for continuous variables and histograms for discrete ones. |
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Plot distribution as histogram or kernel density estimates. |
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Plot to compare fitted and unfitted distributions. |
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Plot distribution as dot plot or quantile dot plot. |
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Plot pointwise elpd differences between two or more models. |
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Plot energy transition distribution and marginal energy distribution in HMC algorithms. |
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Plot quantile, local or evolution of effective sample sizes (ESS). |
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Forest plot to compare HDI intervals from a number of distributions. |
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Plot HDI intervals for regression data. |
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Plot a scatter or hexbin of two variables with their respective marginals distributions. |
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1D or 2D KDE plot taking into account boundary conditions. |
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Plot Pareto tail indices for diagnosing convergence. |
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Plot Leave-One-Out (LOO) probability integral transformation (PIT) predictive checks. |
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Posterior predictive and mean plots for regression-like data. |
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Plot quantile or local Monte Carlo Standard Error. |
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Plot a scatter, kde and/or hexbin matrix with (optional) marginals on the diagonal. |
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Plot parallel coordinates plot showing posterior points with and without divergences. |
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Plot Posterior densities in the style of John K. |
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Plot for posterior/prior predictive checks. |
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Plot rank order statistics of chains. |
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Separation plot for binary outcome models. |
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Plot distribution (histogram or kernel density estimates) and sampled values or rank plot. |
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Plot timeseries data. |
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Plot posterior of traces as violin plot. |