One of the powerful consequences of having our understanding of risk
diversification is that we can calculate how many independent
exposures are driving the returns of a single security within a specific
investment universe. That is what we define as the fragility or
robustness of a single security, which we turn into a practical 1 to 5
score for investment purposes.
To put it another way, it is an approach to quantify the
quality (as oppposed to the level) of volatility for single
securities.
Why is that useful? Here’s an illustration: imagine an object
hanging from a fixed point by a single thread and another similar object
hanging from five separate threads. Now imagine that both objects are
thrown up and down in the air constantly, with varying levels of
intensity. If you were to bet on the first object to fall to the ground,
which one would you pick? One would expect that, if the threads are of
the same quality, a single thread would fail before five do. The
opposite is not impossible, just much less likely to happen.
Hence was born the idea of using this score as a predictor of
performance for baskets of securities: because we don’t know which one
will fail or which one will hold, we cannot bet on individual positions.
For example, knowing that Roper Technologies (ROP) has a score of 5 and
Tesla (TSLA) a score of 1 isn’t enough: with single stocks, anything can
happen in the short to medium term. But we can bet that, on aggregate,
fragile securities (Fragility/Robustness score = 1) will do worse than
robust ones (Fragility/Robustness score = 5). The rankings are dynamic
and the scores change over time (although they are pretty stable in the
short term), leading to repositioning of those bets.
We tested this hypothesis cleanly, out of sample, on US equities, and will publish more
research with different asset classes over time.
For now, we are covering the top 1,000 US-listed equities, US-listed
ETFs (full universe as well as broken down into sub-universes),
currencies, commodities, cryptos, and we are updating daily a US equity long-short allocation.
In order to better align with your investment process, we can work
with any custom set of securities or asset classes, as long as they get
frequent-enough, marked-to-market pricing. Please just drop us a message if you would
like to know more about our services.