Profiling Factor ETF Correlations

Slicing and dicing the US equity market into factor buckets is, at its core, an effort to enhance return by engineering more control over risk management. A key part of this framework is recognizing that risk and return for the stock market overall is a byproduct of multiple factors, such as shares trading at low valuations or posting strong price momentum in the recent past. In turn, it’s reasonable to assume that a set of factor ETFs will exhibit relatively low correlations with one another, offering a degree of diversification otherwise unavailable via standard portfolio designs for capturing equity beta. To test that assumption, let’s review the return correlations for a broad set of factor ETFs in recent history.

For this test we’ll review numbers for a dozen factor ETFs plus a proxy for the broad market beta:

Let’s start by looking at daily returns for the past 12 months (through yesterday’s close, Nov. 5). As the table below shows, the main result is that correlations are generally quite high (roughly 0.7 and higher) relative to the market overall, as proxied by SPDR S&P 500 (SPY). That’s a clue for thinking that the diversification benefits from factor ETFs may be lighter than the marketing brochures for these funds imply.

The lowest correlation for the trailing one-year period is 0.71 for momentum (USMV) and micro-cap (IWC). That’s far enough below 1.0 (perfect positive correlation) to offer diversification benefits but it pales next to stock/bond correlations that are closer to 0.0, much less the absence of correlation or negative correlation readings.

But let’s not be too hasty. A closer look offers a more nuanced profile when comparing factor ETFs to one another and at different time periods and return frequencies. If we extend the trailing period to the past five years for daily returns, for instance, the correlations fall further for equity factors, although primarily for pairings with mid-cap value stocks. Indeed, as the next chart below shows, iShares S&P Mid-Cap 400 Value (IJJ) reflects correlations of roughly 0.2 to 0.3 vs. the rest of the field – far below the other pairings. What’s going on with mid-cap value stocks? Unclear, but it’s an area that’s worthy of deeper study. The main question: Are the low correlations with mid-cap value recurring or specific to the past five-year period?

1 2
View single page >> |

Disclosure: None.

How did you like this article? Let us know so we can better customize your reading experience. Users' ratings are only visible to themselves.

Comments

Leave a comment to automatically be entered into our contest to win a free Echo Show.