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Project Ideas for Master of Science in Biostatistics

Statistical innovation at the heart of public-health and genomics data.

🏛 Introduction

UIUC’s STEM-designated MS in Biostatistics trains quantitative thinkers to wrangle omics, EHRs, and real-world evidence for actionable insights. Rigorous sequences in survival analysis, Bayesian inference, and causal modeling pair with cloud-scale computing labs where students fit mixed models on millions of patient-years. Practica with Carle Health and the Illinois Department of Public Health place theory into pandemic surveillance, health-equity audits, and precision-medicine trials.

💡 Suggested Project Titles

Genome-wide association meta-analysis of rare disease cohorts

Target-trial emulation using EHRs for vaccine effectiveness

Spatial Bayesian model of opioid overdose clusters

Machine-learning survival forest predicting heart-failure readmission

Differential-expression pipeline with batch-effect correction in scRNA-seq

Synthetic-control study evaluating Medicaid expansion on mortality

Zero-inflated Poisson model of microbiome OTU counts

Privacy-preserving distributed regression across hospital networks

Policy brief on algorithmic equity in sepsis prediction scores

Grant proposal for wastewater SARS-CoV-2 trend monitoring

Interactive dashboard of maternal mortality disparities

Podcast explaining causal DAGs to clinicians

Dynamic transmission model for RSV forecasting

Principal stratification analysis of treatment compliance in RCTs

Competing-risks model for oncology trial endpoints

Meta-analysis automation tool using natural-language processing

White paper on adaptive platform trials in outbreaks

University of Illinois – MS in Biostatistics

Turn complex health data into lifesaving knowledge with UIUC Biostatistics.

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