Ph.D. Dissertation Defenses

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Boosting for Longitudinal Data
Some New Theories and Applications on L1 Shrinkage Estimation

Classified Mixed Model Prediction: Theory and Application

Random Forest Missing Data Approaches

A Random Forests Quantile Classifier for Class Imbalanced Data
Unsupervised Random Forests and Target Outcome Relationship Exploration


Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods
New Methods for Disparity Estimation

Conditional ROC Curves for a Paired Case-Control Design