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Trade Publication

The Value of Fundamental Indexing

Proponents of “fundamental indexes” claim that an investment-management revolution is afoot.

Working Paper

Autoencoder Asset Pricing Models

We propose a new latent factor conditional asset pricing model, which delivers out-of-sample pricing errors that are far smaller (and generally insignificant) compared to other leading factor models.

White Paper

Portfolio Construction Matters: A Simple Example Using Value and Momentum Themes

We compare two portfolio construction approaches, “mix” and “integrate,” and examine some examples to demonstrate how their differences may have important implications for practice.

Working Paper

The August of Our Discontent

The summer of 2007 caused some turmoil in the world of quantitative investing, leading to questions about quant investing in general and specific questions about what happened in July and August. We've tried to answer some of those questions here.

Working Paper

Style Investing: Evidence From Mutual Fund Flows

The number of mutual funds in the U.S. has risen over the past decade and is so large that individual investors are unlikely able to analyze each fund in existence. How do investors choose from such a multitude of funds? We answer this question here.

Journal Article

Size Matters, If You Control Your Junk

When it comes to equity investing, size matters—and in a bigger way than once thought—but only when controlling for junk. We examine seven challenges that have been hurled at the size effect and dismantle each one by controlling for a firm's quality.

Working Paper

Implementing Momentum: What Have We Learned?

We use seven years of live data to evaluate the implementability of momentum investing.

Working Paper

Deep Value

We examine the efficacy of a hypothetical deep value strategy—where the valuation spread between cheap and expensive securities is wide relative to its history—across global asset classes and also provide new evidence on competing theories for the value premium.

White Paper

More Superstar Investors: Francisco Garcia Parames

We examine the track record of Spanish investor Francisco Garcia Parames, leading Portfolio Manager of Bestinver Asset Management, and find that a large part of his success is attributable to patient exposure to well-rewarded factor premia.

White Paper

More Superstar Investors: Neil Woodford and Terry Smith

We examine the track records of two renowned U.K. fund managers: Neil Woodford and Terry Smith and find that a large part of their long-term success is due to patient exposure to well-rewarded factor premia.