Low Birthweight and Heart Disease Prediction Analytics
The final project for the Analysis of Categorical Data (STA 138) course, utilizing logistic regression and Poisson regression.
San Francisco Fire Department Response Time and Priority Level Prediction
The final project for the Stat Data Technologies (STA 141B) course, utilizing data science pipelines, and various regression models.
Time Series Analysis of Annual Temperature Anomalies
The final project for the Applied Time Series Analysis (STA 137) course, utilizing ARIMA models, ACF and PACF plots, and spectral analysis.
Nutrition Analysis
The final project for the Multivariate Data Analysis (STA 135) course, utilizing principal component analysis (PCA) and linear discriminant analysis (LDA).