"Trygve Haavelmo and the Emergence of Causal Calculus" (Judea Pearl, 2011)
february 2012 by cshalizi
"Haavelmo was the first to recognize the capacity of economic models to guide poli- cies. This paper describes some of the barriers that Haavelmo’s ideas have had (and still have) to overcome, and lays out a logical framework for capturing the relationships between theory, data and policy questions. The mathematical tools that emerge from this framework now enable investigators to answer complex policy and counterfactual questions using embarrassingly simple routines, some by mere inspection of the model’s structure. Several such problems are illustrated by examples, including misspecification tests, identification, mediation and introspection."
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causal_inference
economics
econometrics
haavelmo.trygve
pearl.judea
graphical_models
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february 2012 by cshalizi
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