Value stocks outperform growth stocks. The academic literature provides two competing interpretations on what drives the value premium: exposure to risk factors or mispricing of securities. Existing empirical studies, which are largely based on U.S. data, have not conclusively rejected one...

After reviewing the methodologies behind the more popular quantitative investment strategies offered to investors as passive equity indices, the authors devised an integrated evaluation framework. They found that the strategies outperform their cap-weighted counterparts largely owing to exposure...

For investors using a core–satellite approach to strategic asset allocation, traditional style indices, such as value and small-cap indices, represent convenient passive vehicles for achieving strategic or even tactical portfolio tilts. In this article, the authors examine traditional style...

Standard risk management approaches fail to consider parameter uncertainty, which has led to improper risk management. Blind faith in parameter estimates has too often led to blind faith in the resulting VAR outputs, and when these estimates are too often exceeded the proposed solution is...

Managing risk successfully requires a detailed understanding of the distributions from which random shocks to asset prices are drawn. However, there is uncertainty in both the actual distribution of returns and the parameters characterizing the distribution. In this chapter, we focus on the...

In historical testing, valuation-indifferent indexing produces statistically significant and economically large outperformance relative to traditional capitalization-weighted indexes. This result has been found for both U.S. and global equity data, as well as U.S. corporate bonds and emerging...

Value stocks outperform growth stocks. The academic literature provides two competing interpretations on what drives the value premium: exposure to risk factors or mispricing of securities. Existing empirical studies, which are largely based on U.S. data, have not conclusively rejected one...

Absent mandatory reporting, and although many companies report their carbon emissions, much of the emissions data are estimated by data providers. As we evaluate the forward-looking carbon scores from several popular data providers, we find no evidence that these scores predict future changes in...