🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟
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README.md

Awesome Shiny Apps for Statistics

A curated list of awesome Shiny Apps for statistics (ASAS) can

  • help teachers teach basic statistics to their students.
  • help self-learners to visualize statistics concepts.
Created and Maintained By Yingjie Hu with ❤️  Follow me on Twitter.

Contents

Resources

Common Plots

Common Statistic

Common Distribution

Random Samples

Two groups or multiple groups comparison

Hypothesis Testing

  • Bootstrap resampling - Demonstrate hypothesis testing using bootstrap resampling.
  • Power - Demonstrate the relationship of statistical power, effect size, and false positives
  • Calculate power - Calculat the power of a statistical hypothesis test for a two-sided symmetrical test and show how statistical power is related to the p-value and the significance level.
  • Trade Off - Visualize the trade off between type I and type II errors in a Null Hypothesis Significance Test (NHST).

Linear Regression

Nonlinear Models for Continous Variables

K-means Clustering

Categorical Models

Survival Model

Bayesian Analysis

Longitudinal Analysis

Test Analysis

Complete Data Analysis

Help Wanted

Several ways you can help

  1. Create a Shiny App that explains the statistics concept missing on the list
  2. Add latest and greatest Shiny Apps that explain statistics concepts
  3. Delete broken links to Shiny Apps
  4. Delete links to low-quality Shiny Apps
  5. Design the appearance of the website
  6. Fix any typo
  7. Rewrite the title or description of any Shiny App to make them more easily understood
  8. Suggest different ways to categorize

Please adhere to the contribution guidelines.

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.