Scott Cunningham
Causal Inference: The Mixtape (1st ed.) by Scott Cunningham (2021) is a book on our Risk & quant shelf. A popular, readable guide to working out what causes what in messy real-world data. It suits readers interested in risk & quant, and it is legally free from Yale University Press (free online edition). Licence: Free to read online from the author (no signup).
Download free from Yale University Press (free online edition)A popular, readable guide to working out what causes what in messy real-world data. It covers probability and regression, causal graphs, potential outcomes, matching, regression discontinuity, instrumental variables, panel data, difference-in-differences and synthetic control, with R and Stata code throughout.
The licence listed for this title is: Free to read online from the author (no signup). It is published free of charge by Yale University Press (free online edition), and TopFreeBooks links only to that official source; we do not host the file.
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