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ggstatsplot_slides's Introduction

Introduction to {ggstatsplot}: {ggplot2} Plots with Statistics

This is a repository for presentation about the {ggstatsplot} package (prepared using R package {xaringan}).

The slides are available here:
https://indrajeetpatil.github.io/ggstatsplot_slides/slides/ggstatsplot_presentation.html#1

There is also a dedicated website for this package:
https://indrajeetpatil.github.io/ggstatsplot/

Setup

You will need to install the following package-

install.packages("ggstatsplot")

Versions

These slides are from presentations given at various events:

  • Abuja R User Group, online talk, February, 26, 2022.

  • Social Psychology online colloquium series, Tilburg University, Netherlands, March, 19, 2021.

  • Department of Decision Neuroscience and Nutrition, German Institute of Human Nutrition Potsdam-Rehbruecke, online talk, March, 2, 2021.

  • Oslo useR! Group, online talk, February, 18, 2021.

  • R-Ladies Tunis, online talk, December, 15, 2020.

  • Methods Talk series (Psychology Department, New York University), NYC, NY, March, 28, 2019.

  • Greater Boston useR Group meeting, Boston, MA, March, 26, 2019.

  • Harvard Psych Method Dinners, William James Hall, Harvard University, Cambridge, MA, USA, February 5, 2019.

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ggstatsplot_slides's Issues

align all arrow spacing

e.g.

Changing the type of test

โœ… "p" โ†’ parametric (default)
โœ… "np" โ†’ non-parametric
โœ… "r" โ†’ robust
โœ… "bf" โ†’ Bayesian

brain dump

  • have a separate section (customizability) where you can show how the aesthetic defaults can be changed:
  1. ggplot2 modification
  2. default themes
  3. default palettes
  4. extracting expression for other custom plots
  • "Defaults provide" -> "Defaults return"

  • ggcorrmat - defaults slide needs better content formatting

  • for ggpiestats - contingency table and ggbarstats, add proportion tests to default returns

  • remove the following line from the grouped_ functions slide

    Repeating the same analysis for all levels of a single grouping variable.

  • add limitation about high level of statistical literacy

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