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{ggstatsplot} is an extension of {ggplot2} package for creating graphics with details from statistical tests included in the information-rich plots themselves. In a typical exploratory data analysis workflow, data visualization and statistical modeling are two different phases: visualization informs modeling, and modeling in its turn can suggest a different visualization method, and so on and so forth. Bayesian hypothesis-testing. The central idea of {ggstatsplot} is simple: combine these two phases into one in the form of graphics with statistical details, which makes data exploration simpler and faster. Summary of statistical tests and effect sizes.
Features
- Summary of types of statistical analyses
- Statistical reporting
- Summary of statistical tests and effect sizes
- Raw data + distributions
- Bayesian hypothesis-testing
- Bayesian estimation
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Categories
Data VisualizationLicense
MIT LicenseFollow ggstatsplot
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