Highly Adaptive Lasso In Causal Inference

Highly Adaptive Lasso (HAL) in Causal Inference

Putnam Data Sciences

Mireille Schnitzer :Outcome adaptive LASSO for confounder selection with time varying treatmen

Graphical Lasso in Causal Inference: A Guide for Investors

Adversarial Machine Learning and Instrumental Variables for Flexible Causal Modeling

Simons Institute

9 December 2019, Causal Inference OW: Targeted Learning for Causal Inference Based on Real Worl...

SAMSI Institute

Machine Learning: Inference for High-Dimensional Regression

Becker Friedman Institute University of Chicago

Ridge vs Lasso Regression, Visualized!!!

StatQuest with Josh Starmer

Violations of Exchangeability - Causal Inference

1. Targeted Machine Learning for Causal Inference based on Real World Data

Putnam Data Sciences

14. Causal Inference, Part 1

MIT OpenCourseWare

Targeted Learning: From Machine Learning to Inference | Mark van der Laan, PhD | Sep 23, 2020

Sentinel Initiative