benkeser
Associate Professor Emory University Department of Biostatistics and Bioinformatics
Atlanta, GA
Pinned Repositories
cvAUC.plus
Tests and confidence intervals for differences in cross-validated AUC
drord
Doubly robust estimators of ordinal treatment effects
drtmle
Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
halplus
Nonparametric regression and prediction using the highly adaptive lasso algorithm
info550
Repository for Emory University Rollins SPH INFO550
nlpred
Estimators of cross-validated prediction metrics with improved small sample performance
onlinesl
pfizerresults
In which I attempt to be a Bayesian
seasym2020
Slides for Seattle Symposium Short Course 2020
survtmle
Targeted Learning for Survival Analysis
benkeser's Repositories
benkeser/halplus
Nonparametric regression and prediction using the highly adaptive lasso algorithm
benkeser/onlinesl
benkeser/cvma
Cross-validation-based maximal associations
benkeser/covid-and-race
benkeser/pfizerbounds
benkeser/r2weight
Machine learning-based summaries of association with multivariate outcomes
benkeser/rare_events
Supplementary code for the manuscript, "Improved Estimation of the Cumulative Incidence of Rare Events"
benkeser/sieveml
benkeser/siscer2020
benkeser/vrc01
Code repository for manuscript "Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features"
benkeser/course-website
This is a Jekyll template, patterned off my main Jekyll template, for organizing a course website and hosting it on Github.
benkeser/covid-census-data
COVID-related case/deaths and county-level demographic data
benkeser/cvAUC
Computationally efficient confidence intervals for cross-validated AUC estimates in R
benkeser/cvtmleAUC
Cross-validated TML estimates of cross-validated area under the receiver operating characteristic curve
benkeser/hal
benkeser/hal9001
benkeser/haldensify
:package: :bar_chart: R/haldensify: Nonparametric conditional density estimation with the highly adaptive lasso
benkeser/haltmle.sim
benkeser/healthcosts
benkeser/ltmle
Longitudinal Targeted Maximum Likelihood Estimation package
benkeser/modernCER2018
Course materials for short course, "Modern Statistical Learning Methods for Observational Data and Applications to Comparative Effectiveness Research"
benkeser/modifySL
benkeser/predtmle
Improved estimators of cross-validated prediction metrics
benkeser/sibs2019
Course material for Emory University SIBS 2019 Intro to ML lecture/labs
benkeser/sibsml
Introduction to Machine Learning for Summer Institute in Biostatistics
benkeser/sievetrend
Tests for trends in vaccine efficacy by genetic distance
benkeser/TestRepo
A test repository for my friend Sohail
benkeser/tmp_gitdir
benkeser/txshift
:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Two-Phase Sampling Corrections
benkeser/UWSummerInstitute2017
Supplementary code for UW short course, "Modern Statistical Learning Methods for Observational Biomedical Data and Applications to Comparative Effectiveness Research"