Biostatistics Research Areas (By Faculty Members)
- Topological signal processing
- Network modeling
- Graph representation learning
- Bayesian spatio-temporal modeling
- Spatial clustering detection methods
- Analysis of group testing data
- Markov chain Monte Carlo methods
- Infection disease forecasting
- Functional data analysis
- Distributional data analysis
- Longitudinal and clustered data analysis
- Nonparametric and semiparametric statistical methods
- Bayesian inference
- Survival analysis
- Variable selection (Computational statistics)
- Bayesain semiparametric/nonparametric methods
- variable selection
- longitudinal and clustered data analysis
- spatial data analysis
- survival data analysis
- statistical computing
- mixed models
- biostatistical computing
- generalized estimating equations
- mixed models
- experimental design
- survival analysis
- length biased data
- joint modeling of longitudinal and survival data
- multiple testing
- maternal and child health
- missing data
- mixed-effects models
- nutritional instruments
- data management
- semi-parametric models
- survival analysis
- health aspects of physical activity
- Semiparametric/Nonparametric methods and inference for survival data
- Mixture cure model
- joint modelling
- background mortality model,
- illness disease model
- competing risk model
- Personalized medicine
- Application of Big data analysis for the Electronic Health Records
Epidemiology Research Areas (By Specialty)
| Research Areas | Faculty |
|---|---|
Cancer Epidemiology |
Swann Adams, Anthony Alberg, James Hebert, Susan Steck, Michael Wirth |
Cardiometabolic Disease Epidemiology |
Nansi Boghossian, Pengfei Guo, James Hebert, Danielle Krobath, Angela Liese, Jihong Liu, Anwar Merchant, Susan Steck, Michael Wirth |
Community-Based Participatory Research |
Danielle Krobath, Melissa Nolan, Katie Lynn |
Environmental Epidemiology |
Pengfei Guo, Kyndall Dye-Braumuller |
Geographic Information Systems and Spatial Epidemiology |
Swann Adams, Brandon Hollingsworth, Melissa Nolan |
Vector-borne Disease Epidemiology |
Melissa Nolan, Brandon Hollingsworth, Katie Lynn, Kyndall Dye-Braumuller, Mufaro Kanyangarara |
Health Disparities and Health Equity |
Swann Adams, Pieter Baker, Nansi Boghossian, Monique Brown, Danielle Krobath, Angela Liese, Jihong Liu, Nelis Soto-Ramirez, Susan Steck, Myriam E. Torres, Melissa Nolan, Katie Lynn |
Infectious Disease Epidemiology |
Pieter Baker, Kyndall Braumuller, Monique Brown, Brandon Hollingsworth, Mufaro Kanyangarara, Melissa Nolan, Katie Lynn |
Nutrition & Physical Activity |
Swann Adams, James Hebert, Danielle Krobath, Angela Liese, Jihong Liu, Anwar Merchant, Nelis Soto-Ramirez, Susan Steck, Michael Wirth |
Pediatric and Perinatal Epidemiology |
Nansi Boghossian, Pengfei Guo, Mufaro Kanyangarara, Danielle Krobath, Angela Liese, Jihong Liu, Anwar Merchant, Nelis Soto-Ramirez, Myriam Torres, Melissa Nolan, Katie Lynn |
Public Health Gerontology |
Monique Brown, James Hebert, Matthew Lohman, Maggie Miller, Anwar Merchant |