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Andrew Walther's Projects

actg175-opt-trt icon actg175-opt-trt

Analysis for optimal treatment selection on ACTG175 data with random forest, doubly robust augmented inverse probability weighted estimators, and residual weighted learning

bios611-project1 icon bios611-project1

A project to analyze standardized test performance in a cohort of students. Contains R & python scripts, a project report, and additional homework assignments from the UNC BIOS 611 course.

creighton-datascience-projects icon creighton-datascience-projects

Collection of project scripts and reports from statistics & data science projects during Creighton University undergraduate studies.

optimaldtr icon optimaldtr

Optimal treatment selection on simulated data with Q-learning, BOWL, & List-DTR

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