Key Points Our analysis examines combinations of six factors (value, low beta, profitability, investment, momentum, and size) in simple long-only, investable portfolios that reflect real-world strategies. Based on our research, these six factors produce a substantial diversification benefit across return drivers. We find that selecting roughly a quarter of the investable [...]
Juhani Linnainmaa cautions investors to be wary of alpha decay in newly discovered factors. Using fresh, pre-discovery data, his out-of-sample analysis shows about half of the many factors tested were not robust. Q4 hedge fund letters, conference, scoops etc mohamed_hassan / Pixabay Juhani Linnainmaa, PhD Partner & Advisor, Research Affiliates, and Professor, USC [...]
Abstract Factor investing has failed to live up to its many promises. Its success is compromised by three problems that are often underappreciated by investors. First, many investors develop exaggerated expectations about factor performance as a result of data mining, crowding, unrealistic trading cost expectations, and other concerns. Second, for [...]
We compare the two most popular multi-factor strategy construction methods of mixing and integrating, and recommend when each of the two strategies is the more suitable for an investor’s needs. Q4 hedge fund letters, conference, scoops etc rawpixel / Pixabay Registration is required to join this event. If you have not registered, [...]
Key Points At Research Affiliates, our winning formula focuses on mission, culture, and team. We believe a corporate culture that supports the development of its employees will in turn contribute to the long-term success of clients, partners, and the firm itself. We believe a firm’s culture is essential to fostering high-functioning teams [...]
Cam Harvey looks at the yield curve today through the lens of his 1986 pioneering work on yield-curve inversions and their foreshadowing of economic downturns. mohamed_hassan / Pixabay Q3 hedge fund letters, conference, scoops etc RA Conversations: The Flattening Yield Curve Cam Harvey, PhD Partner & Senior Advisor, Research Affiliates, and Professor, Duke University Jim [...]
Abstract Machine learning offers a set of powerful tools that holds considerable promise for investment management. As with most quantitative applications in finance, the danger of misapplying these techniques can lead to disappointment. One crucial limitation involves data availability. Many of machine learning’s early successes originated in the physical and [...]
Key Points We define and study the alternative risk premia (ARP) universe through four distinct core strategy types: equity neutral, volatility, trend, and macro. We believe that a host of underlying drivers, which include rising price volatility, individual factor investing risks, and implementation shortfall, among others, has contributed to the widespread [...]
Key Points Both academic research and our own experience indicate that the business case for corporate diversity is compelling as a result of higher collective intelligence. Testing the investment case for greater diversity faces two major challenges: insufficient historical data and difficulty in measuring whether the culture is one that embraces [...]
Key Points Most investors seek to earn a 5% annualized return above inflation to securely meet their financial needs in retirement. With today’s low expected returns across financial markets, most mainstream portfolios, including the typical advisor portfolio, are poised to fall well short of this mark. An alternative risk premia strategy—one [...]
Key Points The negative gap between investor returns and fund returns is the biggest failure in investment management. Alpha is only a sideshow. If we extrapolate the investor returns gap to smart beta strategies, poor client timing will completely negate the potential for positive excess returns. The client service model for smart [...]
Key Points Investors seeking to add smart beta and factor strategies to their portfolios should consider the four craftsmanship elements of product design: 1) universe coverage and weighting mechanism, 2) signal definition, 3) measurement period, and 4) rebalancing frequency. Design decisions guided by these craftsmanship elements can help preserve a portfolio’s [...]
Key Points Investors, particularly retail investors, are predisposed to chase the returns of investment managers. The academic literature shows manager selection fails to produce positive excess returns, on average. A diligent manager research effort may shrink the large amount of negative alpha from clients’ performance chasing. Q3 hedge fund letters, conference, scoops etc Introduction This [...]
Key Points Investment professionals can overdo performance measurement simply because technology makes it so easy and it seems a worthwhile task to constantly gauge if clients are on the path to meeting their long-term financial goals. Too often, however, “doing something” based on short-term performance measurement can degrade the long-term performance potential [...]
Key Points The risks of factor investing are usually understated (perhaps, severely so), and the diversification benefits tend to be overstated. Because factor returns substantially deviate from normality and because correlations between factors are not constant over time, a multi-factor portfolio may retain exposure to the risk drivers of the individual [...]
Shifting your smart beta strategy selection focus to craftsmanship and cost. Learn what questions to ask and how to make better-informed decisions when investing in smart beta. Get The Timeless Reading eBook in PDF Get the entire 10-part series on Timeless Reading in PDF. Save it to your desktop, read it [...]
Key Points Most investors seek to earn a 5% annualized return above inflation to securely meet their financial needs in retirement. With today’s low expected returns across financial markets, most mainstream portfolios, including the typical advisor portfolio, are poised to fall well short of this mark. An alternative risk premia strategy—one [...]
Key Points The value premium is traditionally associated with stock selection and market timing, however, value investing works just as well when applied globally across major asset classes. The alternative value portfolios we study are typically uncorrelated with their underlying asset classes, traditional value approaches, and each other, thereby offering meaningful [...]
Key Points Traditional cap-weighted indices routinely add stocks priced at a high market valuation and sell stocks priced at a deep discount to market valuation—they buy high and sell low! The additions WIN BIG before they’re added; deletions LOSE BIG before they’re dropped. The pattern reverses the year after an index [...]
An explanation of how to derive forward-looking return and risk assumptions for asset classes, and how to use these capital market assumptions to set expectations and build portfolios that deliver better outcomes. Get The Timeless Reading eBook in PDF Get the entire 10-part series on Timeless Reading in PDF. Save it [...]
An examination of the common belief that conflicts of interest contribute to the high cost of financial advice reveals most advisors invest personally just as they advise their clients, engaging in frequent trading, returns chasing, selecting expensive actively managed funds, and underdiversifying. Advisors’ net returns of −3% a year [...]
Key Points Deferring taxes is like receiving a free loan from the government. The tax burden can be reduced by limiting turnover, reducing dividend yield, and investing in smaller, more-tax-aware funds. Smart beta has emerged as an investment category with the potential to deliver positive alpha after fees and taxes. Exchange-traded funds provide [...]
