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Visualizing distributions and uncertainty using ggdist

Talkat rstudio::conf(2022) · 2022-07-25..07-28· [data-visualization]
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ggdist is an R package that extends ggplot2 with a slab‑interval family of composite geoms that map PDFs, CDFs and quantile functions onto aesthetics so you can build uncertainty plots from distributional vectors, raw samples, or parametric distributions. It supports true gradients in R 4.1, corrects densities under transforms (e.g. log scale), produces histograms for discrete distributions, and the dots_interval auto-size makes rainclouds and dotplots combine reliably. Materials and examples are at the linked URL.

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