- COVID-19 and BCG vaccination maps using googleVis

- Marginal structural models (2 time-points, binary outcome) visual demo
- Marginal structural models (2 time-points) visual demo
- Inverse probability weights visual demo
- Propensity scores visual demo

- genMSM: Stata package for generating survival data suitable for fitting longitudinal Marginal Structural Cox Models

- simMSM: R package for generating survival data suitable for fitting longitudinal Marginal Structural Cox Models
- Setoguchi simulation algorithm from 2008 PDS paper

- iptw: R package for implementing standardization and inverse probability weights (point treatment)

- Accessing NHANES Data Directly from CDC website
- rstudio.cloud: Reserved for collaborators and students: authentication required for access.

- Accessing NHANES Data Directly from CDC website
- NHANES Complex Survey Data Analysis
- NHANES data regression summary
- Propensity score matching on NHANES

Reserved for collaborators and students: authentication required for access.

The following are not my work, just the resources that I found useful.

- RStudio recourse for learning machine learning
- rsample: General Resampling Infrastructure
- Tidymodels
- Tidy Modeling with R
- RStudio recourse for learning text mining
- Text Mining with R
- Supervised Machine Learning for Text Analysis in R