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Project Ideas for Bachelor of Science in Statistics

Transform raw data into actionable insight with modern statistical methods and computing.

🏛 Introduction

Harvard’s Statistics BS delivers a robust foundation in probability theory, inference, and machine learning, complemented by intensive computing in R and Python. Students analyze big-data sets from genomics, sports analytics, and social science while collaborating with the Harvard Data Science Initiative. Graduates advance to roles in tech, healthcare, and policy where data-driven decisions shape the future.

💡 Suggested Project Titles

Bayesian model estimating vaccine efficacy over variants

Random-forest classifier for wildlife-camera image data

Interactive Shiny app visualizing income inequality trends

Meta-analysis of clinical-trial survival curves

Hierarchical model of baseball player performance

Study on p-hacking prevalence in psychology journals

Capstone forecasting election outcomes with ensemble methods

Algorithm detecting bias in predictive policing data

Time-series clustering of cryptocurrency markets

Bootstrapping approach to uncertainty in climate projections

R package for visualizing multivariate outliers

Causal-inference study on remote-learning impacts

Deep-learning model predicting protein-fold stability

Consulting project optimizing hospital staffing schedules

Dashboard monitoring air-quality sensors in real time

Workshop on ethical data storytelling techniques

Research on differential privacy in census microdata

Harvard – BS in Statistics

Learn to wrangle, model, and communicate data for high-impact decision-making.

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