Adaptive Designs | Koyama, Blume, Choi, Yu |
Bayesian Statistics | Harrell, Chang, Chen, Choi, Fonnesbeck, Slaughter, Shotwell, Yu |
Bioequivalence Methodology | Chandrasekhar |
Bootstrap | Harrell, Wang, A Jiang, Shotwell, Greevy, W Dupont, H Chen, Spieker |
CART/Recursive Partitioning | Yu, Byrne, Wang, G Chen, HChen |
Case-Control Studies | W Dupont, Wu, Schildcrout, A Jiang, Zhu,Gebretsadik, H Chen, Ran Tao |
Causal Inference | Shepherd, Schildcrout, Greevy, W Dupont, Spieker |
Clinical Trials Methodology | Byrne, Donahue, W Dupont, Harrell, Koyama, Shyr, Yu, Choi, Blume |
Advanced Clinical Trial Design | See ClinRCT, Yu |
Correlated Binary Data | Yu, Schildcrout, Slaughter, W Wu, H Chen |
Continous Quality Improvement | Byrne |
Data Management | Byrne, Zhu, Phillips |
Data Reduction Methods | Harrell, A Jiang, Yu, W Wu, H Chen |
Decision Analysis | Fonnesbeck |
Diagnostic Tests (Evaluation and Design) | Blume, Chen, Koyama, Liu, Spieker |
Diagnostic Accuracy | Zhou, Harrell, Moons, Yu, Chen, Koyama, Liu, Blume, H Chen, Spieker |
Empirical Bayes and Shrinkage | Blume, Chen |
False Discovery Methods | Blume |
Foundations of Inference | Blume |
Functional Data Analysis | Zhou, Kang, Blume |
Genetics and Bioinformatics | Shyr, Zhou, Wang, A Jiang, Tang, Xu, Blume, W Dupont, Ran Tao |
Generalized Linear Models | Harrell, Chen, Fonnesbeck, Wang, A Jiang, Schildcrout, W Dupont, H Chen, Ran Tao, Spieker |
Health Services and Outcomes Research | Gebretsadik, Harrell, Zhou, Federspiel, Schildcrout, W Wu, Zhu, Greevy, W Dupont, Chandrasekhar |
Imaging | Kang, Blume |
Latent Variable Models | Fonnesbeck, Slaughter, Shotwell |
Likelihood Methods | Blume, Choi, Kang, Tang, W Dupont, Ran Tao |
Limit of Detection methods | Chandrasekhar |
Linear and nonlinear Mixed Effects Models | Yu, Schildcrout, H Chen, Choi, Fonnesbeck, Wang, Slaughter, Kang, Liu, W Dupont |
Longitudinal Data Analysis | Chen, Schildcrout, H Chen, Harrell, Wang, Blume, Slaughter, Kang, Liu, W Dupont, Spieker |
Machine Learning | G Chen, Fonnesbeck, Blume |
Matching Methodology | Greevy |
Measurement Error Correction Models | Yu, Shepherd |
Mechanistic and Biomathematical Modeling | Shotwell |
Mediation Analysis | Blume |
Meta-analysis | Fonnesbeck, Blume, W Dupont |
Missing Data Problem | Chen, Fonnesbeck, Harrell, Shepherd, Blume, W Dupont, Ran Tao |
Mixture Models | Fonnesbeck, Yu, Choi, A Jiang, Blume, W Dupont |
Mixed Methodology | Davidson |
Model Checking and Model Selection | Fonnesbeck, Shepherd, Blume, W Dupont |
Nonlinear Modeling | Shotwell |
Nonparametrics and Spline Functions | Harrell, Chen, Wang, W Dupont, Spieker |
Ordinal Response Models | Harrell, Slaughter, Shepherd |
Permutation Tests | Yu, A Jiang, W Dupont |
Pharmacokinetic Modeling | Shotwell, Choi |
Predictive Modeling and Validation | Harrell, Wang, A Jiang, Koyama, Schildcrout, Blume |
Propensity Scores | Greevy, W Dupont, Chen, Spieker |
Proteomics | Shyr |
Randomization Inference | Greevy, Blume |
Response feature analysis | Chandrasekhar |
Restricted Randomization | Greevy |
ROC Curves | Blume, Koyama, Chen, Liu, W Dupont, Spieker |
Sample Size and Power Calculations | W Dupont, Koyama, Blume, Schildcrout, Shotwell, H CHen |
Sensitivity Analyses | Shepherd, Schildcrout, Greevy, Spieker |
Sampling Methods | Yu, Liu |
Statistical Computing | W Dupont, Fonnesbeck, Harrell, A Jiang, Koyama, Shotwell |
Statistical Graphics | Donahue, W Dupont, Harrell, Koyama, Byrne, Shotwell |
Statistical Reporting | Donahue, Harrell, Shotwell |
Survival Analysis | W Dupont, Harrell, Shyr, H Chen, Chen, A Jiang, Zhu, Liu |
Teaching Biostatistics | Byrne,W Dupont, Fonnesbeck, Shyr, Davidson, Blume, Spieker |
Time Series | W Dupont, Yu, Donahue, Kang |
Clinical and Pharmaceutical Safety | Harrell, Schildcrout, Choi, Byrne, Yu, W Dupont |
Diagnosis | Harrell, Zhou, Moons, Yu, Chen, Blume, Kang, Liu, Spieker |
Disease Clustering | Yu |
Epidemiology and Public Health | Blume, W Dupont, Shepherd, Yu, Schildcrout, Blume, Slaughter, Zhu, P Wu, Fonnesbeck, Tang, Greevy, Phillips,Gebretsadik, Chandrasekhar, Spieker |
Evidence-Based Medicine | Fonnesbeck, Phillips, Blume |
Global Health | Shepherd |
Health Education and Risk Appraisal | Byrne |
Long Term Care | Shotwell, Chandrasekhar |
Medical Malpractice | Federspiel |
Molecular Biology | Wu, Wang, A Jiang, W Wu |
Molecular Epidemiology | W Dupont, Wu, W Wu |
Patient Advocacy | Federspiel |
Pharmaceutical Research | Harrell, Yu, Schildcrout, Choi, Byrne, Blume |
Prognosis | Harrell, Byrne, Liu, Schildcrout, Spieker |
Clinical Pharmacology | Yu, Choi, Gebretsadik |
Anesthesiology | Shotwell, Schildcrout |
Asthma | Yu, P Wu, Gebretsadik, Schildcrout, W Dupont |
Autonomic Disorders & Diseases | W Dupont |
Biomedical Informatics | Chen |
Breast Cancer Epidemiology | W Dupont |
Cardiovascular Disease | Harrell, Wu, Chen, Liu, Tang, Greevy, Schildcrout, Blume |
Clinical Drug Development | Donahue, Yu, Choi, Blume |
Clinical Informatics | W Dupont, Schildcrout, Chen |
Clinical Pharmacology | Yu, Choi, Byrne |
Community-based disease surveillance | Yu, Zhu |
Critical Care Medicine | Chandrasekhar, Harrell, Koyama |
Diabetes | Greevy, Yu, Kang, Gebretsadik |
Emergency Medicine | Blume, Harrell, Liu |
Gastroenterology | Slaughter, Koyama |
Gastrointestinal Safety Evaluation | Yu |
General Clinical Research Center | Byrne, Yu |
HIV/AIDS | Shepherd, Zhu, Spieker |
Infectious Pulmonary Disease | W Dupont, Gebretsadik, Koyama, Chen |
Medical Education and Assessment | Davidson |
Neonatology | Slaughter |
Nephrology, Renal Disease | Greevy |
Neurology | Wang, Liu, W Dupont, Spieker |
OB/GYN | Blume, Slaughter, Spieker |
Occupational Health | Byrne |
Oncology | H Chen, Koyama, Shyr, Blume, Phillips |
Pain Studies | Yu |
Pediatrics | Zhu, Chen |
Pediatric Infectious Disease | Fonnesbeck, Gebretsadik |
Radiology | Blume, Kang |
Sports Medicine/Orthopedics | Harrell |
Surgery | Donahue, Byrne, Phillips, Blume |
Thoracic (Lung) | Blume |
Trauma | Byrne, Phillips |
Tuberculosis | Yu, Shepherd |
Vaccine studies | Zhu, Chen, Spieker |
Bryan Shepherd, Cathy Jenkins, Mark Giganti
William Dupont, Robert Greevy, Xulei Liu, Laurie Samuels, Rameela Chandrasekhar
William Dupont, Tebeb Gebretsadik, Meng Xu, Jeremy Stephens, Laurie Samuels (Bill Heerman only; not general collaboration with department)
Robert Greevy, Tebeb Gebretsadik, Jonathan Schildcrout, Laurie Samuels, Rameela Chandrasekhar
Robert Greevy, Tebeb Gebretsadik
Robert Greevy, Tebeb Gebretsadik
Tatsuki Koyama, Zhiguo Zhao, Pengcheng Lu, William Dupont, Heidi Chen, Jeremy Stephens
Chris Fonnesbeck
Bryan Shepherd
Tatsuki Koyama, Zhiguo Zhao
Dandan Liu, Cathy Jenkins
Robert Greevy, Cole Beck, Zhouwen Liu, William Dupont
Rameela Chandrasekhar, David Schlueter, Ryan Jarrett
Ambulatory Health Care Data | Zhu |
HCUP: Healthcare Cost and Utilization Project National Inpatient Sample | Zhu, Phillips |
HCUP: Kids' Inpatient Database | Davidson |
HRSA: Area Resource File | Shotwell |
American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) | Shotwell |
Health Claims Data | Byrne, Federspiel, Phillips, Gebretsadik |
Health Risk Assessments | Byrne |
OPTION Schools | Fonnesbeck |
TennCare/Medicaid | Federspiel, P Wu, Gebretsadik, W Dupont |
Trauma Registries | Byrne, Phillips |
Workers' Compensation Data | Byrne, Federspiel |
HCUP: Healthcare Cost and Utilization Project National Emergency Department Sample | Jenkins, Zhu |
Veterans Administration National Electronic Health Records | Greevy |
HCUP: SID - State Inpatient Database with revisit files | Phillips |
HCUP: SASD - State Ambulatory Surgery Database with revisit files | Phillips |
SEER: Surveillance, Epidemiology, and End Results Program | Phillips, W Dupont |
U.S. Census Bureau Database | Chandrasekhar |
Department of Child Services Database | Chandrasekhar, Schlueter, Jarrett |