We use a holdings-based attribution model to disaggregate the benchmark-adjusted returns to U.S. equity mutual funds into components that reflect persistent segment tilts, the timing of segment returns, and stock selection relative to their benchmarks. We find that large-cap funds add value by...

In our paper — “How Can ‘Smart Beta' Go Horribly Wrong?” — we show, using U.S. data, that the relative valuation of a strategy (in comparison with its own historical norms) is correlated with the strategy's subsequent return at a five-year horizon. The high past performance of many of...

This article uses the Expectations Hypothesis (EH), one of the oldest theories in finance, to extract the information contained in the term structure of commodity futures prices. Under the powerful framework provided by the EH, we find a significant amount of predictability in commodity futures...

Unlike standard factors, such as value, momentum, and size, quality lacks a commonly accepted definition. Practitioners, however, are increasingly gravitating to the style, defining quality as multi-signal for which some of the signals have been thoroughly explored in academic literature and...

Classical performance attribution methods do not explicitly assess managers' dynamic allocation skill in the factor domain. The authors propose a generalized framework for performance attribution that decomposes the allocation effect into value added from both static and dynamic factor exposures...

Classical performance attribution methods decompose manager alpha into factor allocation and stock selection components. A manager can produce alpha through factor tilts relative to a benchmark and by stock selection within each factor. However, traditional attribution methods do not explicitly...

The main result of this paper is that, in continuous time games with imperfect monitoring it is better to average information over time rather than respond at every instant. The two main reasons why it is better to introduce delayed response to signals are that it helps to (1) loosen...