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Title: Unsupervised Random Forests and Target Outcome Relationalship Exploration

Name: Alejandro Mantero, M.A.

Date: June 22, 2018

Chairperson: Hemant Ishwaran, Ph.D.,

Committee members: J. Sunil Rao, Ph.D., Xi (Steven) Chen, Ph.D., and Mei-Ling Shyu, Ph.D.


Title: A Random Forests Quantile Classifier For Class Imbalanced Data

Name: Robert O'Brien, M.S.

Date: May 11, 2018

Chairperson: Hemant Ishwaran, Ph.D.

Committee members: J. Sunil Rao, Ph.D., Daniel Feaster, Ph.D., Miroslav Kubat, Ph.D.


Title: Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods

Name: Min Lu, B.A.

Date: May 3, 2018

Chairperson: Hemant Ishwaran, Ph.D.

Committee members: J. Sunil Rao, Ph.D., Xi (Steven) Chen, Ph.D., and Booil Jo, Ph.D.


Title: Some New Theories and Applications On L1 Shrinkage Estimation

Name: Hongmei Liu, B.S.

Date: June 29, 2017

Chairperson: J. Sunil Rao, Ph.D.

Committee members: Hemant Ishwaran, Ph.D., Lily Wang, Ph.D., and Nagi G. Ayad, Ph.D. 


Title: Classified Mixed Model Prediction: Theory and Application

Name: Jie Fan, M.S.

Date: Tuesday, June 27, 2017

Chairperson: J. Sunil Rao, Ph.D.,

Committee members: Hemant Ishwaran, Ph.D., Lily Wang, Ph.D., and Daniel Sussman, M.D., MSPH


Title: Boosting For Longitudinal Data

Name: Amol Pande, MSc

Date: May 30, 2017 

Chairperson: Hemant Ishwaran, Ph.D.  

Committee members: J. Sunil Rao, Ph.D., Daniel Feaster, Ph.D., and Yongtao Guan, Ph.D.   


Title: Random Forest Missing Data Approaches 

Name: Fei Tang, M.S.

Date: March 29, 2017

Chairperson: Hemant Ishwaran, Ph.D.

Committee members: J. Sunil Rao, Ph.D., Xi (Steven) Chen, Ph.D., Panagiota V. Caralis, M.D.