Project Ideas for Bachelor of Science in Statistics

Development of a predictive model for student retention using logistic regression and academic data

Survival analysis of patient discharge times in hospitals using Kaplan-Meier estimates

Comparative study of machine learning algorithms vs. traditional regression for sales forecasting

Analysis of racial disparities in loan approval decisions using public lending datasets

Design of an A/B testing simulation platform for marketing campaign evaluation

Time-series forecasting of Florida hurricane frequency using ARIMA models

Cluster analysis of voter segmentation based on demographic and opinion polling data

Study on the correlation between environmental pollution and asthma incidence using spatial statistics

Evaluation of COVID-19 vaccine effectiveness using observational cohort data

Bayesian analysis of prior distributions in small-sample election prediction models

Monte Carlo simulation of traffic flow optimization at UF campus intersections

Survey design and reliability testing for a student mental health questionnaire

Exploratory data analysis of online course completion rates across multiple institutions

Design and execution of a randomized field experiment on exercise adherence programs

Multivariate analysis of grocery purchase behavior using PCA and k-means clustering

Predictive modeling of housing price trends using real estate data in Gainesville

Study of seasonal variation in crime rates using time-series decomposition

Use of Poisson regression in modeling call center volume forecasting

Simulation-based study comparing sampling methods in population health surveys

Visualizing statistical uncertainty in public health dashboards using R Shiny apps