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A First Course in Causal Inference
- Publication Year :
- 2023
-
Abstract
- I developed the lecture notes based on my ``Causal Inference'' course at the University of California Berkeley over the past seven years. Since half of the students were undergraduates, my lecture notes only required basic knowledge of probability theory, statistical inference, and linear and logistic regressions.<br />Comment: 1. Posted the companion R code and datasets on Harvard Dataverse https://doi.org/10.7910/DVN/ZX3VEV; 2. Corrected for many typos; 3. Added the Preface and many new homework problems
- Subjects :
- Statistics - Methodology
Statistics - Applications
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2305.18793
- Document Type :
- Working Paper