Factor Investing

Factor Investing in Sovereign Bond Markets

The reported results we covered have important implications for investors in terms of portfolio construction, risk monitoring, and manager selection. Because these common factors explain almost all the returns of bond portfolios, investors should construct their bond portfolios using low-cost, passively (systematically) managed funds with these factors in mind and then carefully monitor their exposure to these systematic risks.

Asset Allocation and Private Market (i.e. illiquid) Investing

Allocations to illiquid assets have become increasingly popular requiring asset managers to consider portfolio-wide liquidity characteristics. Although determining the price of illiquidity is a challenge for investors, the construction of a portfolio that includes liquidity constraints can be even more daunting. How do we optimize asset allocation with liquidity as a significant constraint on the portfolio?

Understanding Momentum Investing

The main takeaway for investors is that Kelly, Moskowitz, and Pruitt demonstrated that past return characteristics are strongly predictive of a stock’s realized exposures to common risk factors, providing direct evidence that price trend strategies are in part explainable as compensation for common factor exposures—past returns predict betas on factors and those factors have high average returns.

The Illiquidity Discount is an Opportunity Cost

Private investment opportunities seem to have been filling investors' portfolios. These investment vehicles come with a discount to the assets value to pay investors for taking on illiquidity risk. Readers of this article are treated to the development of a theory and a practical model that quantifies the illiquidity discount.

Our Top 5 Geeky Finance Posts for 2021

We are calling it quits for the holidays. Most of us have kids and Santa is coming to town!

We'll talk research and educate investors next week.


Here are the Top 5 content pieces this year (Based on traffic):

The Relationship Between the Value Premium and Interest Rates

We've been suffering through the deepest and longest drawdown in values history. Looking for a scapegoat to explain the lackluster performance many have pointed to low interest rates as the root cause of the underperformance. The question is have interest rates impacted value in the past?

ESG Investing: Dissecting Green Returns

In theory green stocks should have lower expected returns, this however, is not what we've seen. So the question is what has caused the outperformance of green stocks? And has that outperformance cost value investors their returns?

Does the Market Efficiently Price the Value of Brands?

Despite the fact that a company’s internally generated intangible investments create future value, under current U.S. generally accepted accounting principles, internally developed intangibles are not included in reported assets. While research and development is an important intangible asset, so too is branding. Omission of an increasingly important class of assets reduces the usefulness and relevance of financial statement analysis that uses book value. 

Value and Momentum Factors? Naw, Focus on the Music Factor!

Can market sentiment be derived from the tunes that your fellow countrymen are listening to? According to the research summarized here you'll find that there is important market information buried in the listening habits of Spotify users.

Size, Value, Profitability, and Investment Factors in International Stocks

Using data on 65,000 stocks from 23 countries, they evaluated the performance of the Fama-French factors, examining the factor premia in global markets to verify their robustness across different company size categories and geographical regions. Their data sample covered the period 1987-2019.

The Value of the Value Factor: Cheaper now than a year ago?

About a year and a half ago, after one of the worst relative drawdowns the value factor has ever seen, I wrote a piece showing the value factor was cheap relative to history. Since then, value strategies are on a solid run (look at pretty much any type of value strategy and I think you'd agree). Today? The valuation spread between the cheapest 10% and the universe of stocks is cheaper. We are at levels beyond 1999 by some measures.

Chasing Low Beta Loses Alpha

One of the big problems for the first formal asset pricing model developed by financial economists, the CAPM, was that it predicts a positive relationship between risk and return. However, empirical studies have found the actual relationship to be basically flat, or even negative. Over the last 50 years, the most “defensive” (low-volatility or low-beta, low-risk) stocks have delivered both higher returns and higher risk-adjusted returns than the most “aggressive” (high-volatility, high-risk) stocks.

The Vanishing Illiquidity Premium

Liquidity—the ability to buy and sell significant quantities of a given asset quickly, at low cost, and without a major price concession—is valuable to investors. [...]

Global Factor Performance: November 2021

The following factor performance modules have been updated on our Index website.[ref]free access for financial professionals[/ref] Standardized PerformanceFactor PerformanceFactor ExposuresFactor PremiumsFactor AttributionFactor Data Downloads

Do factors have a role in asset allocation?

The Role of Factors in Asset Allocation Mark KritzmanJournal of Portfolio ManagementA version of this paper can be found hereWant to read our summaries of academic [...]

Global Factor Performance: October 2021

The following factor performance modules have been updated on our Index website.[ref]free access for financial professionals[/ref] Standardized PerformanceFactor PerformanceFactor ExposuresFactor PremiumsFactor AttributionFactor Data Downloads

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