filmov
tv
Causal Inference -- 17/23 -- Difference-in-Differences Basics I

Показать описание
This series of online lectures covers the most important causal research designs in economics and other social sciences. This is the first of five videos on Difference-in-Differences (DiD). The video introduces the idea behind this important technique.
The course is based on two textbooks:
Course outline:
1 Basics of causal inference (2 videos)
2 Instrumental variables (5 videos)
3 Marginal treatment effects (4 videos)
4 Regression discontinuity and kink designs (4 videos)
5 Difference-in-differences (5 videos)
6 Synthetic control (2 videos)
Get in touch:
The course is based on two textbooks:
Course outline:
1 Basics of causal inference (2 videos)
2 Instrumental variables (5 videos)
3 Marginal treatment effects (4 videos)
4 Regression discontinuity and kink designs (4 videos)
5 Difference-in-differences (5 videos)
6 Synthetic control (2 videos)
Get in touch:
Causal Inference -- 17/23 -- Difference-in-Differences Basics I
Closing Causal Pathways, and Collider Variables (The Effect, Videos on Causality, Ep 17)
Testing Causal Diagrams, and Placebo Tests (The Effect, Videos on Causality, Ep 18)
Causal Inference -- 19/23 -- Difference-in-Differences Examples
How to learn Causal Inference with #python #dataanalysis #datascience
1 - A Brief Introduction to Causal Inference (Course Preview)
cAI23 - Causal Factor Investing
How to learn causal inference on your own for free [2024]
Variable Importance Matching for Causal Inference (UAI 2023)
Causal Inference -- 1/23 -- Basics of Research Design I
Causal Inference with Machine Learning - EXPLAINED!
11 - Causal Discovery from Interventions
One-to-one Matching on Confounders Using Python Package Causal Inference
Causal Inference and Targeted Learning w/ Christopher Oldnall | Math & Beyond podcast #17
Democratizing Causality - Aleksander Molak
Introduction To Causal Inference And Directed Acyclic Graphs
Causal Inference -- 21/23 -- Staggered Adoption Designs II
Causal inference in observational studies: Emma McCoy, Imperial College London
Causal Inference w/ Panel Data (Lec1b): 2WFE
Causal Inference -- 7/23 -- Weak Instruments
Causal Inference -- 9/23 -- Heckman Selection Model
Difference-in-differences | Synthetic Control | Causal Inference in Data Science Part 2
Causal Inference -- 5/23 -- Local Average Treatment Effect I
Causal Inference -- 18/23 -- Difference-in-Differences Basics II
Комментарии