We develop the fiscal theory of the price level in a range of models using both ad hoc policy rules and jointly optimal monetary and fiscal policies. The article is prepared for the Handbook of Macroeconomics, volume 2 (John B. Taylor and Harald Uhlig, editors, Elsevier Press).