Kolari, Pynnonen, and Tuncez rely on simulation outcomes to criticize the normalization of firm characteristics employed by Bessembinder and Zhang (2013) to assess returns after major corporate events. However, their simulation outcomes simply verify that a non‐linear normalization is...

Firms with the best decade-horizon shareholder outcomes differ substantially on average from other firms in terms of characteristics that can be observed and objectively measured during the same decade. Most notably, top-performing firms have rapid asset growth, and in particular have strong...

Identifying characteristics that can be measured objectively and that successfully predict extreme stock market outcomes is challenging. Nevertheless, the data indicate that some statistically significant patterns existed during the decades from 1960 to 2019. Firms with the highest...

We show that characteristics known to predict returns to U.S. stocks also predict returns for a broad sample of nearly 52,000 stocks from fifty-eight non-U.S. countries, and we evaluate the extent to which six prominent corporate events, including initial and secondary stock offerings, stock...