Discover nt-williams/lcm Open Source project

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Created about 3 years ago
Updated 12 months ago

nt-williams

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Efficient and flexible causal mediation with longitudinal mediators, treatments, and confounders

lmtp

📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

rxnorm

R interface to NLM RxNorm API to get drug names and class based on RxCUI

cabinets

📦 for custom file structure templates accessible in R sessions outside the ones they were created in.

adjrct

Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions 💊

lcmmtp

Longitudinal Mediation with Modified Treatment Policies

mlr3superlearner

Super learner fitting and prediction using mlr3

crumble

General targeted machine learning for modern causal mediation analysis

simul

📦 Simultaneous Confidence Bands Based on the Efficient Influence Function and Multiplier Bootstrap 📚 🔮 📡

codebreak

A light weight codebook framework for R

covid19_data

Automated extraction and cleaning of COVID-19 data

wcmtheme

HTML markdown theme for statistical reports generated by biostatisticians at Weill Cornell Medicine.

HTML

catfun

R package for categorical data analysis aimed at new R users.

doesNPMatter

Simulations for "Does Nonparametric Matter?" paper. 💻

HDmediation

Efficient, doubly-robust--and possibly transported--estimation of interventional (in)direct effects with high-dimensional mediators and mediator-outcome confounders.

mass_shootings

Visualizing the increasing impact of mass shootings in the United States, 1966 - 2016.

lmtp-simulations

Code used for the simulation study in the paper "Non-parametric casual effects based on longitudinal modified treatment policies."

ClimbOn

Shiny 📱 app for collecting gym climbing data

advent-of-code

Advent of Code

Julia

increment

📦 Incremental propensity score interventions as described in Nonparametric Causal Effects Based on Incremental Propensity Score Interventions (Kennedy, 2019)

tmleExtract

Extract parameter estimates from TMLE fits

covid-RCT-covar

Simulation study evaluating what variables should be included as covariates in analyses for COVID-19 RCTs

promis

R 📦 for implementation of an S3 vector class to represent the PROMIS health measure

climblogs

Companion R 📦 to the ClimbOn shiny 📱 app

sas2r

Bring SAS ODS HTML outputs into R

formatix

An R general computing toolbox 📦

p8120

R and SAS implementation of P8120 (Categorical Data Analysis) at Columbia University, Mailman School of Public Health

HTML

SuperCuts

R 📦 for custom RStudio keyboard shortcuts

p8105_final_report

Final report for Data Science final project

lmtp-prez-cc

lmtp presentation for WCM Biostatistics Computing Club

JavaScript

nt-williams/lcm

nt-williams

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