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The Dynamic Duo Of Risk Factors: Part I
The value and momentum factors have earned high praise in recent years as complementary sources of risk premia for designing and managing equity portfolios. AQR’s widely cited paper “Value and Momentum Everywhere” a few years back helped popularize the idea, pointing to applications in equities and beyond. There’s no shortage of support from the wider world of investment management. Earlier this week, for instance, Jack Vogel at Alpha Architect outlined “Why Investors Should Combine Value and Momentum.” Not surprisingly, there are several investment funds focused on the strategy, including the recently launched Cambria Value and Momentum ETF ( VAMO ). The rationale for a value-momentum mix can be summarized by reviewing the historical results. Consider rolling five-year annualized returns (a time window used in AQR’s paper), which captures a fair amount of mean reversion. The chart below hints at the possibilities from a portfolio-design perspective. Using the risk premia numbers via Professor Ken French’s data library suggests that value and momentum do in fact exhibit a fair amount zigging when the other factor’s zagging. The correlation between the two sets of rolling 5-year returns since the early 1930s is moderately negative – roughly -0.24 (based on monthly returns). That tells us that no one will confuse one risk premium for the other. But how does correlation stack up over shorter periods? From a practical perspective, the results over, say, five years offer more insight into the potential for tapping into the value-momentum dynamic. As the next chart shows, the relationship is far from static. Indeed, the rolling five-year correlations ebb and flow through time by more than a trivial degree. The implication: a dynamic system for managing risk with these factors may be superior to buying and holding. Sometimes, and perhaps for several years at a stretch, these two risk factors generate similar returns. During those times, you’ll probably read stories proclaiming the “Death of Diversification For Value and Momentum Strategies.” But if history’s a guide, the tight correlation will only be temporary. There’s nothing magical about rolling five-year windows, of course. A serious research project would review multiple rolling periods by running the numbers through a battery of risk analytics. But the preliminary, if inconclusive, profile above implies that looking at the equity market (and other asset classes) through a value-momentum prism has intriguing possibilities. One question that comes to mind: How does a value-momentum strategy fare as a buy-and-hold proposition (with naïve year-end rebalancing) vs. a tactical asset allocation application? How much improvement, if any, should we expect with a dynamic system? In an upcoming post, I’ll explore this question with a back-test and review the results by adjusting for risk. Several researchers have already run similar tests and produced encouraging results. Let’s see if we can replicate the data. The literature suggests that’s likely. But the devil’s in the details. There are several ways to define “value” and “momentum” and there’s a rainbow of possibilities for implementing tactical strategies. Therein lies the potential for success… or failure. But it’s always best to start with a simple model. If there’s truly an opportunity for enhancing a buy-and-hold version of a value-momentum strategy, the evidence should be clear in a basic tactical model.
Akamai Web Security Bet May Help Offset Apple, Facebook Issues
Akamai Technologies ’ ( AKAM ) push into cloud and security services could offset challenges in its media business related to Apple ( AAPL ), Facebook ( FB ), Amazon.com ( AMZN ) and Microsoft ( MSFT ), says RBC Capital, which initiated coverage with a sector perform, or neutral, rating. RBC analyst Mark Mahaney set a price target of 62. Akamai stock was down a fraction, near 55, in midday trading in the stock market today . Shares have edged up about 4% in 2016 but are down 24% in the past 12 months. Cambridge, Mass.-based Akamai is the No. 1 provider of content delivery network (CDN) services to media and entertainment companies. Akamai’s CDN technology speeds up e-commerce transactions, business software downloads and video streaming to mobile devices. Akamai has expanded into higher-margin cloud infrastructure services and security, aiming to offset price cuts in the CDN business. “We believe the company can continue to see double-digit revenue and EBITDA (earnings before interest, taxes, depreciation and amortization) growth driven primarily by cloud security and Web performance,” wrote Mahaney in a research report. “Excluding the company’s two largest media customers (presumably Apple and Facebook), we expect media delivery to remain in the very low double digits/very high single digits. “Given deceleration in revenue contribution from Akamai’s top two media customers (Apple and Facebook) in 2016, our estimates call for 9% year-over-year topline growth in 2016. The company would need to grow 20% over the next four years to reach its $5 billion target. This would be impressive acceleration. Management has pointed to (Internet video) volumes, international revenue and strategic M&A as the key levers to support this growth inflection.” Amazon Web Services, part of the e-commerce leader, is not yet a serious rival to Akamai, while Microsoft has partnered with Akamai, noted Mahaney. Microsoft and Amazon are Akamai customers, though both also operate commercial CDNs. “Microsoft and Akamai recently announced a partnership whereby (Microsoft’s) Azure CDN would leverage Akamai’s platform. Microsoft already uses Akamai for delivering software updates to the Xbox platform as well as updates to Office products, such as Windows 10 and Office 365,” Mahaney wrote. “Amazon’s use of Akamai is unknown, but since the company’s commercial CDN, AWS CloudFront, targets the low end of the market, we suspect Amazon leverages Akamai for large applications that have a high-performance standard and are delivered globally.” On Apple, Mahaney added: “We believe Akamai’s material OTT (over-the-top video) investments in 2015 targeted a potential Apple TV launch in Q4 2015 that never materialized. If Apple can make the economics work and moves forward with a new OTT offering, we expect Akamai will deliver a portion of this content.” IBD’s Internet-Network Solutions group ranks No. 88 out of 197 industry groups that IBD tracks. Akamai has a composite rating of 67 out of a possible 99. Image provided by Shutterstock .