Identifying Information Asymmetry in Securities Markets

Abstract

When informed orders in a PIN-like model are chosen by an optimizing trader, the frequency and magnitude of information events cannot be identified from the distribution of order flows alone. On the other hand, Kyle’s lambda does identify information asymmetry. In the data, Kyle’s lambda is higher around earnings announcements, but PIN estimates are not.