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Project Ideas for Doctor of Philosophy in Biostatistics

Advance statistical methodology and application in biomedical and health sciences research.

🏛 Introduction

UF’s PhD in Biostatistics prepares scholars to develop novel statistical models and apply them to complex health data. The program integrates statistical theory, clinical research, and computational methods to address critical issues in public health, genomics, epidemiology, and clinical trials. Graduates pursue academic careers or leadership roles in health agencies, research institutions, and pharma.

💡 Suggested Project Titles

Thesis on survival analysis with time-varying covariates in cancer patient cohorts

Development of adaptive randomization algorithms for clinical trials with rare diseases

Bayesian hierarchical modeling of infectious disease incidence with spatial components

Analysis of zero-inflated count data in emergency room admission studies

Longitudinal modeling of mental health outcomes post-pandemic using mixed effects models

Simulation study on power and type I error in group sequential designs

Thesis on causal inference using inverse probability weighting in observational data

Biostatistical model for genetic association studies with population stratification adjustment

Development of imputation strategies for missing biomarker data in cohort studies

Use of deep learning for automated medical image segmentation and diagnosis

Multivariate analysis of health outcomes in patients with multi-morbidity profiles

Functional data analysis in continuous glucose monitoring datasets

Design and analysis of cluster-randomized intervention trials in public schools

Thesis on personalized treatment effect estimation using Bayesian shrinkage priors

Evaluation of machine learning ensemble methods for disease classification tasks

Modeling vaccine efficacy using real-world electronic health records (EHR)

Nonparametric estimation of cumulative incidence in competing risk settings

Stochastic process modeling of patient monitoring in critical care units

Thesis on meta-regression techniques for synthesizing global health data

Development of statistical tools for microbiome data visualization and inference

University of Florida – PhD in Biostatistics

Advance biomedical discovery with innovative statistical research and data-driven insight.

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