Tactical Asset Allocation Research

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

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?

Using Utilities to Time the Market

Strategy Background Beta Rotation strategy (BRS) is discussed by Charles Bilello and Michael Gayed in their new paper, “An International Approach to Beta Rotation: The [...]

How to Build Expected Return Forecasting Models

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.

Is Smart Beta Bullsh!+?

John Bogle did a tremendous service to humanity when he launched the first index fund in 1975. By providing people with a passive, low-cost way [...]

Flexible Asset Allocation Assessment

We mentioned an interesting piece by Keller and Putten (https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2193735) . Here was our original take: https://alphaarchitect.com/2013/01/03/flexible-asset-allocation/ The strategy seemed worth a second look so my [...]

Happy days for Momentum; Sad days for Risk Parity

Do-It-Yourself tactical asset allocation weights for August are posted. Create a free account here if you want to access the site directly. Exposure Highlights: No Commodities; no bonds; [...]

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