Identifying Elasticities in Autocorrelated Time Series Using Causal Graphs

Silvana Tiedemann, Jorge Sanchez Canales, Felix Schur +4

The price elasticity of demand can be estimated from observational data using instrumental variables (IV). However, naive IV estimators may be inconsistent in settings with autocor…