Simultaneous Equations Model

Also known as · SEM · simultaneous system

A simultaneous equations model is a system in which two (or more) variables are jointly determined — e.g. supply and demand both pin down price and quantity at the same time. In such systems every endogenous variable is on the left of one equation and on the right of others, so the OLS regressor in any single equation is correlated with that equation's error (a structural form of Endogeneity).

When to use

The textbook case is the Fulton Fish Market (Graddy 1995): the equilibrium (Pt,Qt)(P_t, Q_t) is the intersection of supply and demand, so price is endogenous in both equations. Identification requires variables that shift one curve but not the other — weather shifts supply (and identifies demand), day-of-week shifts demand (and identifies supply). These instruments are then plugged into 2SLS. The identification logic generalises beyond supply/demand to any setting with feedback loops.

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