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Shiny Application to Explore Sampling Distributions and The Central Limit Theorem

Introduction

This application lets users upload a data set to use as a population from which samples can be drawn, or simulate a dataset from a wide variety of distribution.

The population distribution of the variable of interest (user's choice) is shown, and multiple samples created. For each sample, the value of a chosen test statistic is calculated. The distribution of this is then displayed as a histogram. This histogram can be build one sample at a time in an animated fashion, or the user can choose to skip ahead.

Planned

  • New tab with exercise that explorates of the Central Limit Theorem
  • Include option to add normal curve "predicted" based on the population
  • Include demo data based on the Framingham Heart Study data

centrallimittheorem's People

Contributors

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