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Project Ideas for Master of Science in Biostatistics

Transform complex biomedical data into actionable public-health insights.

🏛 Introduction

UNC Gillings’ MS in Biostatistics couples mathematical rigor with immersive collaboration at one of the world’s busiest academic medical centers. Students master Bayesian inference, survival analysis, and causal diagrams while coding high-throughput pipelines in R, Python, and Stan. Practicum rotations embed cohorts inside UNC Lineberger Cancer Center, the Carolina Data Science Now hub, and CDC-funded field sites, producing real-time dashboards that guide vaccine rollouts and precision-oncology trials.

💡 Suggested Project Titles

Bayesian adaptive-randomization design for Phase II oncology study

Time-varying Cox model of long-COVID outcomes in EHR cohorts

Shiny dashboard comparing wastewater SARS-CoV-2 signals to case rates

Causal-impact analysis of Medicaid expansion on cancer screening

Spatial hierarchical model of Lyme-disease risk under climate scenarios

Machine-learning pipeline predicting NICU sepsis from physiological streams

Meta-analysis quantifying bias in nutrition RCTs

Synthetic-control study of firearm-injury trends after state policy shifts

Simulation framework teaching power calculations for cluster trials

Differential-privacy toolkit for releasing neonatal-ICU data

Grant proposal for AI-assisted adjudication of radiology endpoints

Interactive workshop on reproducible research with Quarto

Policy brief on equitable allocation of organ-transplant scores

Open-source R package implementing dynamic borrowing in basket trials

White paper on federated learning for multi-hospital COVID registries

Podcast series demystifying p-hacking and research integrity

UNC-Chapel Hill – MS in Biostatistics

Apply advanced statistics and computing to solve urgent health challenges.

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