Causal Inference¶
References¶
- Modern Data Analysis for Economics
- Program Evaluation for Public Service | Andrew Heiss | Georgia State University
- Causal Inference | MIT
- Statistical Rethinking | Richard McElreath
- Using Big Data to Solve Economic and Social Problems | Harvard
- Causality | Shaw Talebi
- The Effect: An Introduction to Research Design and Causality
- Prediction in Causal Research | Galit Shmueli
- https://youtu.be/JQl0CeiMA5w
- https://youtu.be/8L26hmMYTRU
- Causal Inference with Applications | Harvard
- Videos
- Material
- Causal Inference Bootcamp: Introduction to Causality | Mod•U: Powerful Concepts in Social Science
- Causal Inference | Intuitive MetriX – Ben Elsner
- Causal Inference | Jonas Peters
- Causal Inference | Brady Neal
- Machine Learning & Causal Inference: A Short Course | Stanford Graduate School of Business
- Advanced Econometrics | University of Massachusetts Amherst | Matt Woerman
- Dynamic Structural Econometrics | University of Wisconsin
- Network Causality | Neuromath Academy
- Applied Causal Methods | Paul Goldsmith-Pinkham
- Impact Evaluation in Practice | World Bank
- Discrete Choice Models | Kenneth Train | UC Berkeley
- Discrete Choice Models | Michel Bierlaire
- Crash course in good & bad controls | Judea Pearl
- Causal Diagrams: Draw your assumptions before your conclusions | Harvard
- Causality | Norman Fenton
- Complex survey data analysis course with causal inference methods | Ehsan Karim | UBC
- Structural Equation Modelling | Sacha Epskamp
- Causal Inference | Leslie Myint
- Causal Machine Learning | Tilburg University