Alvarez: RSI(2) on QQQ and its 2x ETF QLD
Cesar Alvarez, Alvarez Quant Trading, post of 4 March 2015
Mean reversion tested on a Nasdaq-100 ETF and its leveraged twin. A deliberately simple RSI(2) rule used to answer one question: how should a strategy be built for a leveraged ETF? His answer is not “double the return”: develop on the leveraged fund itself, or trade it with the base ETF’s signals, and do not copy rules developed on the unleveraged one.
Sources
- Developing Leveraged ETF Strategies (Alvarez Quant Trading), 4 Mar 2015 — own site, 2015The text of the post was read; the result tables are images and were not read.
Rules
- FilterTest 2007 – 2014 (the start of the leveraged ETFs’ data). Three ways: rules found on QQQ applied to QLD, rules found on QLD itself, and QQQ signals used to trade QLD.[1]
- FilterWhy a 2x fund is not twice as good: daily 2x tracking misses on big days (on 30 Sep 2008 QQQ rose 2.9% and QLD 10.4%), and the daily compounding works against holding it for long. In 2007 – 2013 QQQ and QLD were within 0.02% of an exact 2x on about 80% of days.[1]
- EntryBuy at the close when the 2-period RSI is below 5 and the price has fallen for two or more days (the buy comes on the second down day). No trend filter.[1]
- ExitSell at the close when the 2-period RSI is above 50.[1]
- DisciplineFor QQQ, a 2x result would be a return of about 21.6 with a maximum drawdown near 22; applying the rules directly to QLD raised the return by about 50% but the drawdown by more than 150%, so QLD did not deliver a clean doubling. Trading QLD on QQQ signals came nearly to the expected doubling.[1]
- DisciplineHe says he spent about five minutes on the rules, so he expects no strong results; the post is about method, not a strategy to trade.[1]
Not confirmed
Often attributed to this trader, but not found in the sources above. Not listed as his or her rules.
- The tables with the actual return and drawdown for each instrument are images and were not read; the numbers above are from his written text.
- TQQQ (3x) is not discussed in this post.
Limits of these rules
Eight years of data starting with the 2008 crash, no costs, no stop and a rule he calls untuned. Mean reversion with no stop on a leveraged fund can produce very large single losses. Read it as a lesson in method, not as a rule to trade.
Other traders
Rules are our paraphrase of the sources; only short quotes are verbatim. This is information, not advice or a promise of profit.