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 |