8 Matching Methods For Causal Inference Using R | Machine Learning

8 Matching Methods for Causal Inference Using R | Machine Learning

Causal Inference One to one Propensity Score Matching Using R MatchIt Package | Machine Learning

Propensity Score Analysis in R with Nearest Neighbor, Optimal Pair, and Optimal Full Matching

Regression and Matching | Causal Inference in Data Science Part 1

Causal Inference One-to-one Matching on Confounders Using Python and R

Causal Inference with Machine Learning - EXPLAINED!

Causal Inference - EXPLAINED!

Matching methods for causal inference with time-series cross-sectional data

MZES Methods Bites

Causal Inference Logit Propensity Score Matching (PSM) | Machine Learning | R

14. Causal Inference, Part 1

MIT OpenCourseWare

Double Machine Learning for Causal and Treatment Effects

Becker Friedman Institute University of Chicago

Matching Methods: Causal Inference Bootcamp

Mod•U: Powerful Concepts in Social Science

2015 Methods Lecture, Susan Athey, "Machine Learning and Causal Inference"

NBER

6.5 - Doubly Robust Methods, Matching, Double Machine Learning, and Causal Trees

Brady Neal - Causal Inference

Johannes Textor: Causal Inference using the R package DAGitty

Online Causal Inference Seminar

16. Matching Methods

Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R

Online Causal Inference Seminar