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Causal Inference: The Mixtape

Cunningham, Scott

Causal Inference: The Mixtape - London: Yale University Press, 2021. - 512p.

Introduction --
Probability and regression review --
Directed acyclic graphs --
Potential outcomes causal model --
Matching and subclassification --
Regression discontinuity --
Instrumental variables --
Panel data --
Difference-in-differences --
Synthetic control

Subjects--Topical Terms:
Social sciences -- Methodology.
Social sciences -- Data processing.
Dependence (Statistics).

Dewey Class. No.: 501 / CUN/C

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