So I took all the stocks in my file from a year ago (about 3,200) that were sorted by MFI ranking. I then tried to calculate how much the stock changed year-over-year and then look at the decile results similar to JG's book. Finally, I pulled out every stock that was listed at being in China, to see how that changed things.
Before I show my findings, I will caveat that this is not a simple exercise (especially on a slide ruler). Many stocks may have had special dividends, splits, been sold, gone bankrupt, been spun into two etc over the course of a year. I made an honest effort to correct for these items, but I am but a single man (actually married). If anyone would like to try it themselves, I'd be happy to shoot people a file of stocks just needed the final price filled in.
I do believe that my results are directionally correct. It is likely that errors by decile offset each other. Any certainly the numbers in total (down about 8% year over year), is not far off from what the Wilshire index of total market was.
Here are the deciles (a bit more that 300 stocks per decile):
Decile 1 | -8.96% |
Decile 2 | -2.95% |
Decile 3 | -5.14% |
Decile 4 | -6.09% |
Decile 5 | -12.55% |
Decile 6 | -9.95% |
Decile 7 | -6.87% |
Decile 8 | -6.86% |
Decile 9 | -12.67% |
Decile 10 | -10.20% |
So Decile 1, which would have the MFI stocks was actually worse than the overall average (-8.7%). Otherwise, we do see the progression Greenblatt showed in his studies with 2, 3 and 4 being the best three. Now, let us pull out Chinese stocks.
Decile 1 | -1.91% |
Decile 2 | 1.44% |
Decile 3 | -3.10% |
Decile 4 | -5.01% |
Decile 5 | -10.49% |
Decile 6 | -7.51% |
Decile 7 | -5.04% |
Decile 8 | -5.44% |
Decile 9 | -11.27% |
Decile 10 | -9.06% |
Wow! Pretty interesting stuff. That pretty much normalized the list (-5.55% overall). Let us try one more cut, pretty much remove all emerging markets. So only countries are the following:
Row Labels | Count of Country |
Canada | 135 |
France | 9 |
Germany | 5 |
Italy | 5 |
Japan | 15 |
Luxembourg | 4 |
Netherlands | 17 |
Norway | 1 |
Portugal | 1 |
Spain | 3 |
Sweden | 2 |
Switzerland | 13 |
United Kingdom | 21 |
USA | 2,588 |
Grand Total | 2,819 |
Column1 | Column2 |
Decile 1 | -0.12% |
Decile 2 | 2.92% |
Decile 3 | -1.83% |
Decile 4 | -3.62% |
Decile 5 | -9.35% |
Decile 6 | -4.92% |
Decile 7 | -3.33% |
Decile 8 | -3.58% |
Decile 9 | -12.56% |
Decile 10 | -8.49% |
What do I make of all this? The Magic Formula may be working better than we're giving credit. On my top 200 lists going forward, I will include country as that seems to be a crucial element. As always I am interested in people's comments.
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