We propose an event study analysis that explicitly controls for anticipatory effects.

We employ a two-step panel regression procedure.

Anticipative trading accounts for 40% and 23% of the CAR of additions and deletions, respectively.

We find robust evidence of downward sloping demand curves.

We also show that these effects are economically significant.