Statistical Analysis
DOMStat statisticians have expertise in implementing a wide range of analytic approaches, including:
- High-throughput -omics methods
- Biomarker development and validation
- Statistical genetics
- Survival analysis
- Longitudinal analysis
- Multilevel/hierarchical models
- Nonparametric methods
- Quasi-experimental designs
- Complex survey samples
- Structural equation modeling
- Psychometric reliability
- Bayesian methods
- Joint modeling of longitudinal and survival data
- Prediction modeling and machine learning
- Meta-analysis
- Imputation and other missing data strategies
- Monte Carlo simulations
