Nicholas Williams's Projects
Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions :pill:
Advent of Code
Advent of Code 2021 in Julia
Convert statistical analysis objects from R into tidy format
:package: for custom file structure templates accessible in R sessions outside the ones they were created in.
R package for categorical data analysis aimed at new R users.
Companion R :package: to the ClimbOn shiny :iphone: app
Shiny :iphone: app for collecting gym climbing data
A light weight codebook framework for R
Simulation study evaluating what variables should be included as covariates in analyses for COVID-19 RCTs
Automated extraction and cleaning of COVID-19 data
Mediation Analysis Using Modified Treatment Policies, Recanting Twins, and Riesz Representers
Custom SuperLearner wrappers
CV in latex adapted from Dr. Geoff Boeing.
Code examples for “Interactive Data Visualization for the Web”
Mediation Effects with 2 Instrumental Variables
Simulations for "Does Nonparametric Matter?" paper. :computer:
An RStudio theme in honor of my favorite engineering pad :trollface:
An R general computing toolbox :package:
Efficient, doubly-robust--and possibly transported--estimation of interventional (in)direct effects with high-dimensional mediators and mediator-outcome confounders.
Efficient and flexible causal mediation with longitudinal mediators, treatments, and confounders
Longitudinal Mediation with Modified Treatment Policies
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
Paper for {lmtp} :book:
lmtp presentation for WCM Biostatistics Computing Club
Code used for the simulation study in the paper "Non-parametric casual effects based on longitudinal modified treatment policies."
Workshop for LMTP at SER 2024