Causal Inference, Instrumental Variables, Stats 361, Stanford, Data Science.
following an example of Angrist, Graddy, and Imbens [2000], consider a demand estimation problem where W_i is the price of fish and Y_i is demand. Then, one idea of an instrument Z_i could be to use weather conditions: Stormy weather makes it harder to fish (and thus raises prices), but presumably