Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past

Nikolaj Thams, Rikke Søndergaard, Sebastian Weichwald +1

Instrumental variable (IV) regression relies on instruments to infer causal effects from observational data with unobserved confounding. We consider IV regression in time series mo…