| Adane Wogu |
Past |
University of North Carolina at Chapel Hill |
|
wogu@live.unc.edu |
In progress |
| Arkopal Choudhury |
Current |
University of North Carolina at Chapel Hill |
|
arkopal@live.unc.edu |
|
| Baqun Zhang |
Past |
North Carolina State University |
2012 |
|
Robust Statistical Method for Estimating Optimal Dynamic Treatment Regimes. |
| Chen-Yen Lin |
Past |
North Carolina State University |
2012 |
|
Some Recent Developments in Parametric and Nonparametric Regression Models |
| Chengchun Shi |
Past |
North Carolina State University |
2019 |
cshi4@ncsu.edu |
On Statistical Learning for Individualized Decision Making with Complex Data. |
| Daniel Luckett |
Past |
University of North Carolina at Chapel Hill |
2018 |
luckett@live.unc.edu |
Machine Learning for Data-driven Biomedical Decision Making |
| Emil Cornea |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
Advanced Biostatistical Methods for Curved and Censored Biomedical Data |
| Emily Butler |
Past |
University of North Carolina at Chapel Hill |
2017 |
ebutler@bios.unc.edu |
Using Patient Preferences to Estimate Optimal Treatment Strategies for Competin… |
| Eric Reyes |
Past |
North Carolina State University |
2012 |
|
Complete Least Squares: A New Variable Screening and Selection Method |
| Eric Rose |
Past |
North Carolina State University |
2019 |
ejrose@ncsu.edu |
Methods for Dynamic Treatment Regimes |
| Fan Li |
Past |
Duke University School of Medicine |
2019 |
frank.li@duke.edu |
Topics and Applications of Weighting Methods in Case-Control and Observational … |
| Fan Wu |
Past |
North Carolina State University |
2015 |
fwu5@ncsu.edu |
Adaptive Projection Confidence Sets and Data Analyses in Personalized Medicine |
| Guangning Xu |
Past |
North Carolina State University |
2014 |
|
Variable Selection in Measurement Error Models |
| Guanhua Chen |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
Statistical Learning for Biomedical Data under Various Forms of Heterogeneity |
| Hana Lee |
Past |
University of North Carolina at Chapel Hill |
2013 |
|
Marginal structural Cox models with case-cohort sampling |
| Hongtao Zhang |
Past |
University of North Carolina at Chapel Hill |
2015 |
hzhang@bios.unc.edu |
Statistical Methods for Correlated Data from Observational Studies |
| Jaeun Choi |
Past |
University of North Carolina at Chapel Hill |
2010 |
|
Statistical Methods for Joint Analysis of Survival Time and Longitudinal Data |
| Jesse Clifton |
Past |
North Carolina State University |
|
jclifto@ncsu.edu |
In progress |
| Jin Wang |
Past |
University of North Carolina at Chapel Hill |
2019 |
jinjin@live.unc.edu |
Semiparametric Single-Index Models for Optimal Treatment Regimens with Censored… |
| Jiyuan Fang |
Current |
Duke University School of Medicine |
|
|
|
| John Sperger |
Current |
University of North Carolina at Chapel Hill |
|
jsperger@live.unc.edu |
|
| Jonathan Hibbard |
Past |
University of North Carolina at Chapel Hill |
2017 |
jhibbard@bios.unc.edu |
Harnessing Heterogeneity To Improve Patient Outcomes. |
| Kasturi Talapatra |
Past |
North Carolina State University |
2014 |
|
Space-filling Exploratory Experimental Design. |
| Kyle White |
Past |
North Carolina State University |
2017 |
kwhite3@ncsu.edu |
Model-Agnostic Variable Selection Through Measurement Error Model Selection Lik… |
| Lili Wu |
Current |
North Carolina State University |
|
lwu9@ncsu.edu |
|
| Lin Dong |
Past |
North Carolina State University |
2019 |
ldong7@ncsu.edu |
Semiparametric Methods for Decision Making and Causal Effect Generalization. |
| Michelle Miranda |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
Bayesian Analysis of Ultra-High Dimensional Neuroimaging Data |
| Min Jin Ha |
Past |
University of North Carolina at Chapel Hill |
2013 |
|
Graphical models for high dimensional genomic data |
| Na Zhang |
Past |
North Carolina State University |
2014 |
|
Variable Selection for Optimal Treatment Regimes |
| Paul Little |
Past |
University of North Carolina at Chapel Hill |
|
pllittle@email.unc.edu |
In progress |
| Phillip Schulte |
Past |
North Carolina State University |
2012 |
|
Q- and A-learning Methods for Estimating Optimal Dynamic Treatment Regimes. |
| Poulami Maitra |
Past |
University of North Carolina at Chapel Hill |
2018 |
|
Statistical Methods for Data from Case-Cohort Studies |
| Pourab Roy |
Past |
University of North Carolina at Chapel Hill |
2015 |
pourab@email.unc.edu |
Non-parametric and Semi-parametric Estimation in Forward and Backward Recurrenc… |
| Qianchuan He |
Past |
University of North Carolina at Chapel Hill |
2012 |
|
Variable Selection, Sparse Meta-Analysis and Genetic Risk Prediction for Genome… |
| Qiang Sun |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
On High Dimensional Sparse Regression and Its Inference |
| Rebecca Hager |
Past |
North Carolina State University |
2016 |
rshager@ncsu.edu |
Optimal Dynamic Treatment Regimes from a Classification Perspective for Two Sta… |
| Rosemary (Zhengzheng) Tang |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
Association Analysis of Rare Varients in Sequencing Studies |
| Runchao Jiang |
Past |
North Carolina State University |
2015 |
|
Robust Learning for Optimal Treatment Strategy with Survival Data. |
| Ruoqing Zhu |
Past |
University of North Carolina at Chapel Hill |
2013 |
|
Tree-based methods for survival analysis and high-dimensional data |
| Sayan Dasgupta |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
Non-Parametric and Semi-Parametric Methods for Parsimonious Statistical Learnin… |
| Sebastian Teran Hidalgo |
Past |
University of North Carolina at Chapel Hill |
2016 |
shidalgo@email.unc.edu |
Applications of Independence Statistics to Goodness-Of-Fit, Multivariate Change… |
| Shuping Ruan |
Past |
North Carolina State University |
2017 |
sruan@ncsu.edu |
Optimal Treatment Regimes under Constraints |
| Steve Hoberman |
Past |
University of North Carolina at Chapel Hill |
2014 |
|
Response Adaptive Designs for Highly Successful Treatments, Randomness and Rela… |
| Teeranan Pokaprakarn |
Current |
University of North Carolina at Chapel Hill |
|
teeranan@live.unc.edu |
|
| Thomas Stewart |
Past |
University of North Carolina at Chapel Hill |
2015 |
|
Statistical Learning with Missing Data |
| Xiaofei Bai |
Past |
North Carolina State University |
2014 |
|
Doubly-robust Estimators in Observational Studies with and without a Stratified… |
| Xiaotong Jiang |
Past |
University of North Carolina at Chapel Hill |
|
xiaotong@live.unc.edu |
In progress |
| Xifeng Wang |
Current |
University of North Carolina at Chapel Hill |
|
xifeng@live.unc.edu |
|
| Xin Zhou |
Past |
University of North Carolina at Chapel Hill |
2015 |
xinzhou@email.unc.edu |
Machine Learning Techniques for Optimal Treatment Regimes |
| Xuechan Li |
Current |
Duke University School of Medicine |
|
|
|
| Yichi Zhang |
Past |
North Carolina State University |
2016 |
yzhang52@ncsu.edu |
List-based Interpretable Dynamic Treatment Regimes. |
| Yingqi Zhao |
Past |
University of North Carolina at Chapel Hill |
2012 |
|
Semiparametric and nonparametric methods in data mining and statistical learnin… |
| Yu Deng |
Past |
University of North Carolina at Chapel Hill |
2016 |
|
Generalized Change-Point Hazard Models with Censored Data |
| Yue Wang |
Past |
University of North Carolina at Chapel Hill |
2018 |
taryue@live.unc.edu |
Partial Least Squares Methods for Functional Regression Models |
| Yueqi Shen |
Current |
University of North Carolina at Chapel Hill |
|
ys137@live.unc.edu |
|
| Ziliang Zhu |
Current |
University of North Carolina at Chapel Hill |
|
ziliang@live.unc.edu |
|