Before revision:  Disproportionately influential early agents can cause herding on incorrect beliefs; we compute comparative statics of the probability of incorrect herding with respect to network parameters .
After revision:  Disproportionately influential early agents can cause herding on incorrect actions. Going beyond existing social-learning results, we compute the probability of incorrect herding with respect to network parameters .