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Statistical-Inference-Course-Project

Course Project for Johns Hopkins Data Science Specialization

This repository contains course project files.

Note: Plots are currently not displayed correctly in the .md files since the project was submitted elsewhere as a pdf (per instructions). I will convert the images to pdfs, but for now the pdf is the best version to view. The appendix includes all code required for analysis/plotting.

The project consists of 2 parts:

  1. Simulations from Exponential Distribution -- files are named "Exp_Samp_Dist" -- primary objective was to explore the Central Limit Theorem using iid variables from an exponential distribution

  2. Analyzing Tooth Growth -- files are named "ToothGrowth" -- primary objective was to use statistical inference techniques to analyze the tooth growth data set in R -- data came from an experiment analzying the effect of Vitamin C on tooth growth in guinea pigs based on method of delivery and dose level

    The .Rmd files contain raw code. The .md files contain code that can be previewed in a readable format (including charts). The pdfs contain formatted versions of the files.