This page contains a selection of data analysis reports that I have written for a variety of classes during my time at CMU.

Below is a document analyzing changes in the usage of Boston’s bike-sharing network before and after the COVID-19 outbreak. This was a group project for my Statistical Visualization course where we showed off a variety of plots for a variety of different data types.

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The rest of the documents are reports from a two-course series on the statistical theory of linear regression and other fundamental statistics concepts.

  • (link) An analysis of per-capita GMP for a (fake) corporate client. Focus on: Linear Regression, Bootstrap, Kernel Regression.
  • (link) A (mock) report for the US Small Business Administration on the relationship between loans given and jobs created. Focus on: Poisson Regression, Generalized Linear/Additive Models.
  • (link) Analysis of plant species on various islands. Focus on: Linear Regression.
  • (link) Modeling the age of abalones. Focus on: Linear Regression, Additive Models, Random Forests.
  • (link) Analysis of patient satisfaction. Focus on: Logistic Regression, Causal Effect Analysis, other classification models.