Quarto Website Templates for Academics

Positron, a next-generation data science IDE

Reference Extractor - Extract Zotero/Mendeley references from Microsoft Word files

Heterogeneous Treatment Effects

A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.

Delicatessen: the Python one-stop sandwich (variance) shop 🥪

https://ubcgrades.com

Causal Inference using Bayesian Additive Regression Trees

realistic simulation with undersmoothed HAL for comparing the performance of TL and EE estimators

R code for the commentary "Demystifying Statistical Inference When Using Machine Learning in Causal Research" in AJE

Google Research

Understanding Propensity Score Matching

Source code for CMSAC NFL Workshop

Latex code for making neural networks diagrams

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

A suite of functions for reproducible causal mediation analyses

SPPH 504 (section 007): Application of Epidemiological Methods

Survey Data: Design and Examples

CPSC 330: Applied Machine Learning

Tutorial in Python targeted at Epidemiologists. Will discuss the basics of analysis in Python 3

Epidemiology analysis package

Specification test for the propensity score