Posts in Tactical Asset Allocation Research







How to Build Expected Return Forecasting Models

July 14, 2014

Investors are enamored with various investment houses and personalities who claim insight into the prospects for long-term expected market returns. Some classic examples include Nouriel Roubini, John Hussman, David Rosenberg, or Jeremy Grantham. All really smart people. But have you ever asked "How" these folks came to their conclusions? In most cases, the answer is probably "No" and the reason is because there is a lack of transparency from the author(s) and/or a lack of knowledge/understanding on behalf of the reader. We also want to highlight that one can develop incredibly complex return forecasting models -- super sexy, super interesting, super compelling, etc. -- but that still doesn't mean they are any good at forecasting much of anything.

Read More








How to Pick Smart Beta ETFs

October 24, 2015

Investors are probably unaware of the price they are paying for the "active" piece of Smart Beta. Using a simple framework, we show that buying a Smart Beta product at 45bps is equivalent to paying 5bps for a generic passive exposure and 138.33 bps for the active exposure! How many investors are aware that "low-cost" smart beta products might be implicitly charging fees that are equivalent to many active mutual fund fees?

Read More





How many stocks should you own? The costs and benefits of Diversification

September 9, 2014

In this post we explore the trade-off between diversification and alpha generation. Here is a high level summary of the situation: Owning more stocks in a portfolio lowers "idiosyncratic" risk, or risk that can be eliminated through diversification...however...Owning more stocks dilutes performance of an "alpha" generating process. (e.g., forcing Warren Buffett to hold a 500 stock equal-weighted portfolio would dampen his alpha). In summary, fewer stocks in a portfolio imply more expected alpha and more idiosyncratic risk; more stocks in a portfolio imply less expected alpha and less idiosyncratic risk. But what is the optimal trade-off between alpha and idiosyncratic risk? Do we want to own a 1 stock portfolio? A 50 stock portfolio? A 1000 stock portfolio?

Read More