A central challenge in estimating the causal effect of TV advertising on demand is isolating quasi-random variation in … advertising. Political advertising, which topped $14 billion in expenditures in 2016, has been proposed as a plausible source of … identify the causal effect of TV advertising on demand, highlight threats to the exclusion restriction and monotonicity …