We examine how trading by institutional traders affects those by insiders. Using data at the trade level, we find insiders complete their trades faster when institutions trade on the same side in the stock. The effect of institutional activity on insider trading is more pronounced when insiders...

Recent research has raised concerns over whether the probability of informed trading model (PIN) is an appropriate proxy of information asymmetry. We investigate PIN and test whether the model can detect illegal insider trading prior to M&A announcements. We then compare the performance of PIN...