The existing replication policies at top finance journals are far weaker than the policies at top economics journals. This paper explores both the costs and benefits of having a stronger replication policy in the context of my failed 2010 initiative to develop a unified policy across all top...

While the advent of cryptocurrencies and digital assets holds promise for improving and disrupting financial systems by offering cheap, quick, and secure transfer of value, it also opens up new payment channels for cybercrimes. A prerequisite to solving a problem is understanding the nature of...

Given the dramatic globalization over the past twenty years, does it make sense to segregate global equities into “developed” and “emerging” market buckets? We argue that the answer is still yes. While correlations between developed and emerging markets have increased, the process of...

Given the dramatic globalization over the past twenty years, does it make sense to segregate global equities into “developed” and “emerging” market buckets? We argue that the answer is still yes. While correlations between developed and emerging markets have increased, the process of...

Final working paper version. "" Published version: The Review of Financial Studies, Volume 31, Issue 7, July 2018, pp. 2499–2552. Past fund performance does a poor job of predicting future outcomes. The reason is noise. Using a random effects framework, we reduce the noise by pooling...

Over the past 30 years, there has been a striking evolution in fund management structure with team-managed funds growing from 30% of funds to over 70% today. While much attention is focused on fund performance, our paper presents evidence that this transformation is likely a response to...

Value investing, as defined by the Fama–French HML factor, has underperformed growth investing since 2007, producing a drawdown of 55% as of mid-2020. The underperformance leads many to argue that value is dead. Our analysis attributes value's recent underperformance to two sources: the HML...

Over the 2016-2019 period, we released a series of research papers on the topic of “strategic risk management”, or the embedding of risk management into investment strategy design. We show that key risk controls that we introduced materially helped during the sharp equity market selloff in...

Factor investing has failed to live up to its many promises. Its success is compromised by three problems that are often underappreciated by investors. First, many investors develop exaggerated expectations about factor performance as a result of data mining, crowding, unrealistic trading cost...

Common risk metrics reported in academia include volatility, skewness, and factor exposures. The maximum drawdown statistic is rarely calculated, perhaps because it is path dependent and estimated with greater uncertainty. In practice, however, asset managers and fiduciaries routinely use the...