Estimating optimal treatment regimes using multivariate random forests
Conference talk at ENAR, Philadelphia, PA
CV
Education
- B.S. in Statistics, University of Illinois at Urbana-Champaign, 2014
- B.S. in Computer Science, University of Illinois at Urbana-Champaign, 2014
- M.S. in Statistics, University of Illinois at Urbana-Champaign, 2017
- Ph.D. in Biostatistics, University of Alabama at Birmingham, 2022 (expected)
Work experience
- Dow AgroSciences
- Intern in Computational Biology
- August 2016 to May 2017
- Performed statistics analysis on proteomics data; Developed an R Shiny program for data analysis and interactive visualization
Talks
Estimating optimal treatment regimes using multivariate random forests
Conference talk at 3rd ASA Alabama Chapter Mini-Conference, Oxford, MS
A revisit to Could Fisher, Jeffreys and Neyuman have aggreed on testing?
Journal Club Presentation at Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL
{ (Some) Bayesian Clinical Trial, Group Sequential} $\subset$ { Adaptive Designs}
Class Presentation at University of Alabama at Birmingham, Department of Biostatistics, Birmingham, Alabama
Reproducible Analysis Workflow (3 Levels)
Class Presentation at University of Alabama at Birmingham, REGARDS Analysts Meeting, Virtual (Alabama, Birmingham)
All You Wanted To Know About Splines
Invited Talk at University of Vermont, Department of Medicine, REGARDS Lab Meeting, Virtual
Network Spike-and-Slab GLM
Conference talk at ENAR, Virtual
Three Levels of Splines
Invited Talk at University of Alabama at Birmingham, REGARDS Analytic Group Meeting, Virtual
Quick Review of Case-cohort Design
Invited Talk at University of Alabama at Birmingham, REGARDS Analytic Group Meeting, Virtual
Spike-and-Slab Generalized Additive Models and Fast Algorithms for High-Dimensional Data
Conference Talk at JSM, Virtual
Teaching
Service and leadership
- University of Alabama at Birmingham
- Chair, Professional Development and Leadership Committee (2019 - 2021)
- Student Senator, Graduate Student Government (2018 - Present)
- Student Representative, Graduate Program Committee (2018 - 2019)
- Biostatistics Senator, Public Health Student Association (2017 - 2019)
- University of Illinois at Urbana-Champaign
- Illinois International Advisory Committee (2016 - 2017)