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 |
CART/Recursive Partitioning | Yu, Byrne, Wang, G Chen, HChen |
Case-Control Studies | W Dupont, Wu, Schildcrout, A Jiang, Zhu,Gebretsadik, H Chen |
Causal Inference | Shepherd, Schildcrout, Greevy, W Dupont |
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 |
Diagnostic Accuracy | Zhou, Harrell, Moons, Yu, Chen, Koyama, Liu, Blume, H Chen |
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 |
Generalized Linear Models | Harrell, Chen, Fonnesbeck, Wang, A Jiang, Schildcrout, W Dupont, H Chen |
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 |
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 |
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 |
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 |
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 |
Proteomics | Shyr |
Randomization Inference | Greevy, Blume |
Response feature analysis | Chandrasekhar |
Restricted Randomization | Greevy |
ROC Curves | Blume, Koyama, Chen, Liu, W Dupont |
Sample Size and Power Calculations | W Dupont, Koyama, Blume, Schildcrout, Shotwell, H CHen |
Sensitivity Analyses | Shepherd, Schildcrout, Greevy |
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, Blume, Davidson, Blume |
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 |
Disease Clustering | Yu |
Epidemiology and Public Health | Blume, W Dupont, Shepherd, Yu, Schildcrout, Blume, Slaughter, Zhu, P Wu, Fonnesbeck, Tang, Greevy, Phillips,Gebretsadik, Chandrasekhar |
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 |
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 |
Infectious Pulmonary Disease | W Dupont, Gebretsadik, Koyama, Chen |
Medical Education and Assessment | Davidson |
Neonatology | Slaughter |
Nephrology, Renal Disease | Greevy, Guanhua (Josh) Chen |
Neurology | Wang, Liu, W Dupont |
OB/GYN | Blume, Slaughter |
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 |
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 |