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Project Ideas for Master of Science in Biostatistics

Turn data into health insights through statistical modeling, clinical trial design, and epidemiology.

🏛 Introduction

UF’s MS in Biostatistics trains students in modern statistical methods used in biomedical, epidemiological, and health research. Courses include survival analysis, longitudinal data modeling, statistical computing, and Bayesian inference. Graduates are well-equipped to analyze complex datasets and contribute to public health, clinical trials, and medical data science.

💡 Suggested Project Titles

Survival analysis of cancer patient outcomes based on treatment modality

Design and simulation of adaptive clinical trial protocols

Time-series modeling of COVID-19 transmission and vaccination effects

Multivariate logistic regression model for stroke risk prediction

Missing data imputation strategies for longitudinal cohort studies

Bayesian modeling of treatment response in rare diseases

Meta-analysis of randomized controlled trials in cardiovascular interventions

Development of an R package for generalized estimating equations (GEE)

Study of spatial clustering in vector-borne disease outbreaks

Thesis on hierarchical modeling in multi-center clinical trials

Design of a mobile health app usability study with statistical validation

Classification models using random forests for early cancer detection

Survival modeling for transplant patients using electronic health records

Analysis of behavioral health trends using national BRFSS survey data

Sample size estimation techniques for cluster-randomized trials

Genetic association study using high-dimensional SNP data

Machine learning ensemble techniques for hospital readmission prediction

Evaluation of false discovery control in multiple hypothesis testing

Exploratory factor analysis in mental health scale development

Propensity score matching in observational studies of treatment effects

University of Florida – MS in Biostatistics

Build statistical models that reveal patterns in public health and biomedical research.

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