Package overviewOverview of ggdist. |
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Visualizations of Distributions and Uncertainty |
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Point summaries and intervalsCalculate point summaries and intervals |
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Point and interval summaries for tidy data frames of draws from distributions |
Curvewise point and interval summaries for tidy data frames of draws from distributions |
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Categorize values from a CDF into quantile intervals |
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Visualizing drawsStats and geoms for visualizing tidy data frames of draws (e.g. sample data, draws from a bootstrap distributation, draws from a Bayesian posterior). |
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Slab + point + interval meta-geom |
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Distribution + interval plots (eye plots, half-eye plots, CCDF barplots, etc) for samples (ggplot stat) |
Multiple uncertainty interval plots (ggplot geom) |
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Line + multiple uncertainty ribbon plots (ggplot geom) |
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Point + multiple uncertainty interval plots (ggplot geom) |
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Automatic dotplots, dots + intervals, and quantile dotplots (ggplot geom) |
Multiple uncertainty interval plots (ggplot stat) |
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Line + multiple probability ribbon plots (ggplot stat) |
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Point summary + multiple uncertainty interval plots (ggplot stat) |
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Visualizing analytical distributionsStats, geoms, and helper functions for visualizing analytical distributions (e.g. frequentist confidence distributions, Bayesian priors). |
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Distribution + interval plots (eye plots, half-eye plots, CCDF barplots, etc) for analytical distributions (ggplot stat) |
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Automatic dotplots, dots + intervals, and quantile dotplots (ggplot geom) |
Parse distribution specifications into columns of a data frame |
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Scaled and shifted Student's t distribution |
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Marginal distribution of a single correlation from an LKJ distribution |
Turn spec for LKJ distribution into spec for marginal LKJ distribution |
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Compatibility with other packagesFunctions to convert the ggdist naming scheme (for |
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Translate between different tidy data frame formats for draws from distributions |
GGplot scalesScales for custom aesthetics used by ggdist geoms and stats |
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Custom ggplot scales for geom_slabinterval (and derivatives) |
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Secondary ggplot color scale that ramps from another color |
GGplot themeggdist theme for ggplot2 |
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Simple, light ggplot2 theme for ggdist and tidybayes |
DatasetsDatasets used for examples and testing |
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Thinned subset of posterior sample from a Bayesian analysis of perception of correlation. |