Analyzing Boston Home Values

For my statistical machine learning class, I analyzed Boston home values using various regression, classification, and clustering techniques, such as LASSO, logistic LASSO, random forests, and k-means clustering.

The Effects of Race, Age, and Income on Home Values: Using Spatial Analysis to Evaluate Ramsey County Homes

For my second correlated data mini project, my group analyzed median home values in Ramsey County census tracts using conditional and simultaneous autoregressive models to account for spatial correlation, and we compared their outputs using a Moran’s I test.

The Effects of Education on Processing Speed: A Longitudinal Analysis of the ACTIVE Study

For my first correlated data mini project, my group used generalized estimating equations to analyze how education affects processing speed using data from the ACTIVE study.

What Makes a Movie Popular?

For my Bayesian statistics capstone, my group analyzed domestic box office revenue using Bayesian regression and Bayesian network analysis to see the difference in model output between a vague versus an informative prior.