Tag Archives: S&P 500 Quality

Quality Part I: Defining the Quality Factor

Quality is a factor that is frequently disputed and debated. Academics and practitioners often argue whether quality is a factor at all in the traditional risk factor framework. Often times, the debate stems from the fact that there is no one consistent, overarching definition or metric to measure quality. For example, some market participants see Read more […]

What Are Large-Cap Active Managers Up To? A Look at Their Active Factor Bets Relative to the S&P 500 (Part II)

In a recent study published in the Financial Analysts Journal, Ang, Madhavan, and Sobczyk (2017)[1] highlighted that using regression-based factor loadings to measure managers’ factor exposures, even when conducted on a rolling basis, can be misleading due to excessively smoothed coefficients, given that active managers adjust their exposures dynamically. The authors argued that holdings-based attribution Read more […]

Ingredients in a Multi-Factor Recipe

In our previous blog on multi-factor merits, we discussed the diversification benefits of combining equity factors.  We highlighted how multi-factor indices may generate more stable excess returns, while avoiding the risks inherent in timing factors.  But to achieve this, can market participants just throw lots of factors into a pot and hope for the best? Read more […]

Multi-Factor Merits: Are You Putting All Your Eggs in One Single-Factor Basket?

It is undeniable that an individual investor would need considerable skill (or luck) to navigate optimally between the various single-factor equity strategies.  If the goal is to outperform the benchmark, then simply choosing between a quality, value, momentum, or low volatility strategy may present the biggest risk.  While they all have been shown to hold Read more […]