Projects
Economics Independent Research
Honors Thesis, published and won best undergraduate paper award at Minnesota Economics Association 2022 Conference!
Spatial Analysis of Elevated Blood Lead Levels in Twin Cities Area
This project was conducted for the capstone course: STAT 452 Correlated Data. We analyzed elevated blood lead levels in Minneapolis/Saint Paul area through spatial data!
Lasso Regression & Simulation
This project was conducted for the capstone course: STAT 455 Mathematical Statistics. We wrote a report and created a simulation to visualize the bias variance tradeoff with penalized regressions!
Bayes Hierarchical Models
This project was conducted for the capstone course: STAT 454 Bayesian Statistics. We utilized Bayes Methods to predict future company earnings!
YouTube Shiny App
Interactive visualization for youtube viewing data!
Machine Learning Semester Project
This project was conducted for the course: STAT 253 Statistical Machine Learning. We analyzed data from Spotify with the goal of predicting song popularity!
Causal Inference Research
2019 Summer research project funded by the Jr. Faculty-Hub Summer Research Fund. We built a causal diagram through abstracts!