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Austin Nuckols's Projects

dvac_nov_2020_intro_r_and_ggplot icon dvac_nov_2020_intro_r_and_ggplot

This is the intro to R, basic data manipulation, and plotting using ggplot workshop hosted by Emory's Data Visualization and Analysis Committee

mean_sd_sem icon mean_sd_sem

A visual exploration of the differences between standard deviation and standard error of the mean as they relate to sample size

monte-carlo-approach-to-the-traveling-salesman-problem icon monte-carlo-approach-to-the-traveling-salesman-problem

This is a small side project I did to look at different routing algorithms on my hypothetical journey starting from Atlanta, GA and visiting tens of cities before ending in Augusta, GA. I use a Monte Carlo-esque approach to identify the best performance from each algorithm and use the top algorithm. I also assess the variability within each method.

monte_carlo_power_analysis_app icon monte_carlo_power_analysis_app

A simple shiny app that allows the user to visualize the relationship between sample size and statistical power for a given effect size and variance(s)

shiny-heroku icon shiny-heroku

tutorial on creating R shiny apps on heroku, with security, and database support

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