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CougarStats: An R Shiny App for Statistical Data Analysis

Overview

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CougarStats is an open-source platform-independent browser-based interface for statistical data analysis.

You can use the app on our website: https://www.cougarstats.ca/

or using our backup on Shinyapp.io server by clicking https://cougarstats.shinyapps.io/CougarStats/

Key features

  • Calculate the descriptive statistics (ex. mean, median, mode, quartiles, IQR, standard deviation, check for potential outliers etc.)
  • Construct a Boxplot, Histogram, Stem and Leaf plot, and Scatterplot
  • Calculate the marginal, joint, union, and conditional probabilities for a contingency table
  • Calculate exact and cumulative probabilities for Binomial, Poisson and Hypergeometric distributions
  • Calculate cumulative probability for Normal distribution
  • Sample size estimation
  • Confidence interval and Hypothesis test for
    • one population mean
    • difference between two population means (independent samples)
    • population mean difference of paired populations (dependent samples)
    • one population standard deviation
    • one population proportion
    • difference between two population proportions
  • One-Way Analysis of Variance (ANOVA)
  • Chi-Square test of independence
  • Simple Linear Regression and Pearson Correlation Coefficient
  • Multiple Linear Regression

Who is CougarStats for?

  • Students enrolled in an introductory statistics class
  • Instructors wanting to use an open-source tool in their labs

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Acknowledgements

Funding Agency / Coursework Recipient Date(s)
Provost's Teaching and Learning Enhancement Grant (TLEG) Bryce Carson November 2024 through January 2025
Provost's Teaching and Learning Enhancement Grant (TLEG) Michael Myer September 2023 through April 2024
Faculty of Science and Technology (FST) Student Research Award Michael Myer June through August 2023
COMP 5690: Senior Computer Science Project Crystal Wai September through December 2022

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