Causal inference and experimental design
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- 1.1 Intro
- 1.2 Design declaration
- 2.1 Causality
- 2.2 Estimands and Identification
- 3 Frequentists inference
- 4 Bayesian inference
- 5.1 Experimental design
- 5.2 Design evaluation
- 6. Topics 1 incl controls, doubly robust, Diff in Diff, matching
- 7. Topics 2: incl synth, IV, survey experiments, RDD, ethics
- 8. Topics 3: incl mediation, SUTVA, open science
This syllabus: https://macartan.github.io/ci/syllabus.pdf
Date | Time | Location | Topic |
---|---|---|---|
10 Jan 2025 | 10 - 12 | WZB B002/003 | Intro |
17 Jan 2025 | 9 - 1 | WZB B002/003 | Causality and causal inquiries |
24 Jan 2025 | 9 - 1 | WZB B002/003 | Frequentist answer strategies |
31 Jan 2025 | 9 - 1 | WZB B002/003 | Bayesian answer strategies |
14 Feb 2025 | 9 - 1 | WZB B002/003 | Design and evaluation |
21 Feb 2025 | 9 - 1 | WZB B002/003 | Topics 1 |
28 Feb 2025 | 9 - 1 | WZB B002/003 | Topics 2 |