Some exchange-traded funds (ETFs) are specifically designed for harvesting factor premiums, such as the size, value, momentum and low-volatility effects. Other ETFs, however, may implicitly go against these factors. This paper analyzes the factor exposures of US equity ETFs and finds that,...

This paper takes another look at the recommendation of Blitz [2012] to allocate strategically to the value, momentum and low-volatility factor premiums in the equity market. Five years of fresh data shows that such a factor investing strategy continued to deliver out-of-sample. The potential...

We dissect the realized performance of factor-based equity portfolios using a characteristics-based multi-factor return model. We show that generic single-factor portfolios, which invest in stocks with high scores on one particular factor, are sub-optimal because they ignore the possibility that...

This article presents a framework for allocating partial tracking errors to investment decisions in order to maximize the expected information ratio of an actively managed portfolio. The tracking error allocation framework is a three–step process: 1) identifying the independent investment...

We propose a practical investment framework for dynamic asset allocation across different economic regimes, which we illustrate using a sample of U.S. data from 1948 to 2007. We identify four regimes in the economic cycle and find that these regimes capture pronounced time-variation in the risk...

We show that the performance of a fundamental index with annual rebalancing, as proposed by Arnott, Hsu and Moore (2005), can be highly sensitive to the subjective choice of when to rebalance. For the year 2009, for example, we find that a fundamental index rebalanced every March outperformed...

In this study we evaluate the performance of actively managed equity mutual funds against a set of passively managed index funds. We find that the return spread between the best performing actively managed funds and a factor-mimicking portfolio of passive funds is positive and as large as 3 to 5...

We explore the cross-section of factor returns using a sample of 150+ equity factors. Most factors exhibit a positive premium and a negative market beta in the long run. Factor themes with a clear positive beta, in particular low leverage and size, have no alpha after controlling for this beta...

This paper examines the exposures of low-volatility portfolios to various sources of systematic risk. Our analysis includes interest rate, implied volatility, liquidity, commodity, sentiment, macroeconomic, and climate risk factors. We find that low-volatility portfolios lower the exposure to...

In this paper we examine a momentum strategy based on residual stock returns. We find that residual momentum exhibits risk-adjusted profits that are about twice as large as those associated with total return momentum. Moreover, we find that the main arguments that have been put forward in the...