Machine Learning
Can Machines "Learn" Finance?
June 7, 2019
The early evidence hints that machine learning tools can potentially improve investment portfolios. Application of machine learning techniques is a natural evolution for investment research, and one that will continue to be explored.
Asset Allocation
2019 Capital Market Assumptions for Major Asset Classes
February 4, 2019
We update our estimates of medium-term (5- to 10-year) expected returns for major asset classes, including private equity and private real estate.
Fixed Income
The Illusion of Active Fixed Income Alpha
December 17, 2018
Do fixed income (FI) managers generate alpha? We take a deep dive into the determinants of excess of benchmark returns for a broad set of popular active FI categories.
Asset Allocation
It Was the Worst of Times: Diversification During a Century of Drawdowns
September 26, 2018
We use nearly 100 years of data to evaluate the effectiveness of diversifying investments during the worst of times for most portfolios and find that attempting to tactically avoid equity sell-offs is likely to disappoint.
Portfolio Construction
Active and Passive Investing — The Long-Run Evidence
May 21, 2018
More careful thinking is needed to separate facts from fiction in the hotly contested debate between active and passive investing.
Portfolio Construction
Capital Market Assumptions for Major Asset Classes
February 2, 2018
We update our medium-term expected returns for major asset classes and explore the historical accuracy of yield-based return estimates.
Fixed Income
The Illusion of Active Fixed Income Diversification
December 7, 2017
We examine popular active fixed income categories and find that a persistent overweight to high yield credit explains the majority of fixed-income managers’ active returns. We then discuss some key implications for asset owners.
Portfolio Construction
Systematic vs. Discretionary
3Q 2017
Systematic and fundamental investing approaches are not opposites. Both pursue the same objective and can be fundamentally-oriented. They can use similar inputs, but in different ways, to try to improve investment performance. Neither is necessarily better than the other.
Asset Allocation
Exploring Rates Sensitivity
2Q 2017
Fed tightening has many investors interested in risks surrounding monetary policy, rising yields and inflation.
Asset Allocation
2017 Capital Market Assumptions For Major Asset Classes
1Q 2017
We update our multi-year expected return assumptions for major stock and bond markets. Compared with historical averages of value metrics, we beloieve we are in a low expected return environment.