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Re-Entry Signals Following 10 Month Moving Average Exit
Posted By Barry Ritholtz On May 16, 2012 @ 7:00 pm In Investing,Quantitative | Comments Disabled
Back in the beginning of the year [1], I mentioned that Mebane Faber and I were exploring updating his Spring 2007 Journal of Wealth Management paper titled “A Quantitative Approach to Tactical Asset Allocation [2].” (He is the Chief Investment Officer of Cambria Investment Management [3]).
As we discussed back earlier, Meb reviewed a simple timing model — the 10-month moving average — as a signal to enter and exit various asset classes. He demonstrated a notable performance improvement across all asset classes versus traditional “Buy & Hold” investing.
Given the asymmetrical nature of market tops and bottoms, I thought that we could improve the returns of the 10 month MA sell/buy model by tweaking the re-entry signal. The description of markets as asymmetrical is based on both data and personal experience — tops take longer, seem to be more of a process, and develop over a longer time line, while bottoms tend to be more of a shorter, sharper event.
Asked in a different manner:
Assume an investor exits equity markets at the downward break of the 10 month MA; How do the following re-entry signals compare to using the 10 month MA alone? Are there any other signals worth reviewing to as a re-entry?
This is what we will be testing over the next few weeks:
1. TREND
- BUY: Price > 5 Month MA (test 6-7-8)
- BUY: Price > 40 week ma (20/25/30, etc.)
2. REVERSION
- BUY: Drawdown > 50%
- BUY: Price > 20% from 200 day SMA (25%?)
- BUY: % of NYSE stocks above 200 day MA < 15% (12.5%, 20% ?)
3. VOLATILITY
- BUY: VIX > 50
- BUY: When more than 50 of the trailing 90 trading days > 1% moves
4. SENTIMENT
- AAII Stock Asset Allocation 25 year mean of a 60% — BUY: Allocation > 15% below mean
- AAII Bull/Bear Sentiment Ratio –BUY: < 30%
5. MARKET Returns
- BUY: Trailing 3 year returns < 5%
- BUY: Monthly Return < -7%
- BUY: Annual Return < -10%
6. VALUATION
- BUY: Mkt Cap/GDP ratio falls > 40%
- BUY: US Dividend Yield > 3%
- BUY Tobins Q: Equity Value/Book Value < 0.6
- BUY: Shiller CAPE < 10
7. ECONOMIC (Data to 1948)
- BUY: GDP falls > 2% year-over-year
- BUY: Coincident-to-lagging indicator falls 10 points from highs
8. INSIDERS
- BUY: Insider buying > 20% of 5 year mean
- BUY: C-level insiders (CEO/CFO etc) > 15% 5 year mean
9. EARNINGS
- BUY: Earnings < -25% Year-over-year
- BUY: Earnings revisions > -9% (negative 9% or worse)
Based on some preliminary research, suggestions from friends and colleagues, and a dollop of gut feel, this is what we are going to be back-testing.
I would appreciate any suggestions, comments or ideas on the subject.
Article printed from The Big Picture: http://www.ritholtz.com/blog
URL to article: http://www.ritholtz.com/blog/2012/05/mebane/
URLs in this post:
[1] beginning of the year: http://www.ritholtz.com/blog/2012/01/revisiting-quant-approach-to-tactical-asset-allocation/
[2] A Quantitative Approach to Tactical Asset Allocation: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=962461
[3] Cambria Investment Management: http://www.cambriainvestments.com/firm/team/
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