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The following table details the gains gotten by using the previous 3 year's best quarterly indicators to predict upcoming quarterly stock behavior. That is, we compound the previous 3 years of data, search for the best indicators of big gains and losses, and used these indicators to make future forecasts.
We have long and short strategies, and have tested "10 slice" and "dual" strategies against the general market. The 10 slice data tends to be more significant than the dual data, but the dual data always gives higher gains and losses from a retrospective point of view. The question arises whether it's better to go with significance or the higher gains, so here we'll have a chance to test that.
The testing begins in the third quarter of 1996.
|
Quarter/strategies |
Long result...10 slice data |
Short Result...10 slice data |
Dual Strategy |
Long result |
Short result |
General Market |
|
Q3 1996...buy 50-60% "t_vratio", sell lowest 10% of "break_ave" |
1035 |
1009 |
buy lowest 20% "recent price" + 20-40% "pskew", sell 20-40% "gain3" + 20-40% "vol1_3" |
1012 |
970 |
1013 |
|
Q4 1996...buy 80-90% "t_pratio", sell 60-70% "gain2" |
1089 |
981 |
buy 40-60% "break_ave" + top 20% "t_pratio", sell lowest 20% "pstdev" + 60-80% "t_pratio" |
1091 |
864 |
1069 |
|
Q1 1997...buy 30-40% "gain3", sell top 10% "mov_ave5" |
1085 |
1057 |
buy lowest 20% "slice_97" + 60-80% "ptotal", sell highest 20% "close-low" + highest 20% "break_ave" |
1065 |
924 |
1073 |
|
Q2 1997...buy 50-60% "gain1", sell lowest 10% "break_ave" |
1251 |
802 |
buy 60-80% "pskew" + top 20% "mov_ave100", sell top 20% "pskew" + lowest 20% "ptotal" |
1164 |
718 |
1238 |
|
Q3 1997...buy 50-60% "t_pratio", sell 40-50% "gain2" |
1438 |
691 |
buy 40-60% "pskew" + 40-60% "t_pratio", sell 60-80% "t_pratio" + lowest 20% "vftotal" |
1319 |
627 |
1404 |
|
Q4 1997...buy 40-50% "gain4", sell lowest 10% "mov_ave100" |
1327 |
747 |
buy 60-80% "best_p" + lowest 20% "vstdev", sell lowest 20% "break_ave" + highest 20% "pftotal" |
1388 |
695 |
1282 |
|
Q1 1998...buy highest 10% "marketcap", sell highest 10% "mov_ave5" |
1454 |
676 |
buy 20-40% "stdev" + lowest 20% "break_ave", sell highest 20% "gain1" + highest 20% "break_ave" |
1529 |
634 |
1405 |
|
Q2 1998...buy 80-90% "slice97", sell 70-80% "slice3" |
1349 |
730 |
buy lowest 20% "momentum" + highest 20% "marketcap", sell lowest 20% "pave" + lowest 20% "vave" |
1446 |
698 |
1293 |
|
Q3 1998...buy 60-70% "gain3", sell top 10% "mov_ave5" |
1116 |
924 |
buy top 20% "best_p" + lowest 20% "stdev", sell highest 20% "ptotal" + lowest 20% "vftotal" |
1233 |
869 |
1050 |
|
Q4 1998...buy lowest 10% "stdev", sell 60-70% "t_pratio" |
1100 |
868 |
buy 20-40% "pskew" + lowest 20% "stock_ind", sell highest 20% "recent price" + highest 20% "mov_ave100" |
1248 |
1032 |
1083 |
|
Q1 1999...buy 20-30% "mov_ave20", sell top 10% "momentum" |
1024 |
933 |
buy 40-60% "momentum" + 20-40% "pftotal", sell highest 20% "recent price" + highest 20% "momentum" |
1125 |
1154 |
1049 |
|
Q2 1999...buy 80-90% "slice97", sell 40-50% "slice97" |
1225 |
780 |
buy lowest 20% "vave" + 40-60% "t_pratio", sell lowest 20% "vstdev" + 20-40% "ptot_neg" |
1332 |
1002 |
1209 |
|
Q3 1999...buy 40-50% "gain2", sell 30-40% "gain2" |
1132 |
786 |
buy lowest 20% "vave" + highest 20% "t_vratio", sell 20-40% "t_vratio" + 20-40% "ptot_neg" |
1341 |
1044 |
1148 |
|
Q4 1999...buy lowest 10% "stdev", sell 60-70% "t_pratio" |
1077 |
678 |
buy 20-40% "pskew" + lowest 20% "stock_ind", sell highest 20% "recent price" + highest 20% "mov_ave100" |
1579 |
679 |
1272 |
|
Q1 2000...buy top 10% "marketcap", sell lowest 10% "stdev" |
1254 |
706 |
buy highest 20% "pskew" + 20-40% "vskew", sell lowest 20% "vstdev" + 20-40% "vftotal" |
1642 |
670 |
1391 |
|
Q2 2000... buy 80-90% "slice97", sell 40-50% "slice97" |
1231 |
724 |
buy 20-40% "pskew" + 40-60% "stock_ind", sell top 20% "break_ave" + lowest 20% "t_pratio" |
1610 |
734 |
1384 |
|
Q3 2000...buy 40-50% "gain2", sell 40-50% "gain3" |
1305 |
682 |
buy 60-80% "break_ave" + top 20% "t_vratio", sell lowest 20% "big_vslice" + 20-40% "pskew" |
1595 |
693 |
1451 |
|
Q4 2000...buy top 10% "t_pratio", sell top 10% "recent price" |
1291 |
852 |
buy lowest 20% "big_pslice" + lowest 20% "vtotal", sell 60-80% "t_pratio" + top 20% "vtotal" |
1649 |
677 |
1362 |
|
Q1 2001...buy lowest 10% "recent price", sell lowest 10% "stdev" |
1810 |
847 |
buy 20-40% "vskew" + highest 20% "ptot_neg", sell lowest 20% "stdev" + highest 20% "big_pslice" |
1775 |
698 |
1332 |
|
Q2 2001...buy 30-40% "slice97", sell highest 10% "recent price" |
2029 |
808 |
buy highest 20% "slice97" + lowest 20% "ptotal", sell highest 20% "break_ave" + lowest 20% "t_pratio" |
2203 |
644 |
1547 |
|
Q3 2001...buy lowest 10% "recent price", sell highest 10% "recent price" |
1750 |
978 |
buy highest 20% "big_pslice" + 20-40% "t_vratio", sell highest 20% "slice3" + 20-40% "vtotal" |
1687 |
762 |
1239 |
|
Q4 2001...buy 80-90% "break_ave", sell top 10% "recent price" |
1973 |
907 |
buy highest 20% "t_pratio" + lowest 20% "ptot_neg", sell lowest 20% "t_pratio" + 60-80% "ptot_neg" |
2064 |
388 |
1556 |
|
First quarter 2002...buy cheapest 10% of stocks, sell lowest 10% of "stdev" |
2375
|
844
|
Buy highest 20% "slice97" + highest 20% "mov_ave100", sell lowest 20% "stdev" + lowest 20% "vtotal" |
2277
|
362
|
1665
|
|
Second quarter 2002...buy lowest 10% of "stdev", sell 10% most expensive stocks |
2380
|
918
|
Buy lowest 20% "marketcap" + highest 20% "ptotal", sell highest 20% "recent price" + highest 20% "stdev" |
2311
|
443
|
1507
|
|
Third quarter 2002...buy cheapest 10% of stocks, sell 10% most expensive stocks |
1696
|
1056
|
Buy highest 20% "t_pratio" + 20-40% "t_vratio", sell 60-80% "big_pslice" + top 20% "pkurt" |
1957
|
529
|
1160
|
|
Fourth quarter 2002...buy highest 10% "vstdev", sell highest 10% "recent price" |
2346
|
1030
|
Buy lowest 20% "big_pslice" + lowest 20% "mov_ave20", sell 20-40% "slice3" + highest 20% "vtotal" |
2820
|
391
|
1297
|
|
First quarter 2003...buy lowest 10% of "recent price", sell lowest 10% of "stdev" |
2266
|
1036
|
Buy highest 20% "slice97" + highest 20% "mov_ave100", sell lowest 20% "stdev" + lowest 20% "vtotal" |
2625
|
400
|
1224
|
|
Second quarter 2003...buy lowest 10% of "marketcap", sell highest 10% of "marketcap" |
3240 |
847 |
Buy 60-80% "3monthgain" + lowest 20% "marketcap", sell lowest 20% "3monthgain" + lowest 20% "vtotal" |
3169 |
180 |
1564 |
|
Third quarter 2003...buy highest 10% "slice97", sell 80-90% "slice97" |
3604 |
796 |
Buy highest 20% "pskew" + lowest 20% "vftotal", sell 20-40% "pskew" + highest 20% "t_pratio" |
3431 |
164 |
1712 |
|
Fourth quarter 2003...buy lowest 10% "yeargain", sell highest 10% "break_ave" |
4259 |
706 |
Buy highest 20% "pstdev" + 60-80% "pskew", sell highest 20% "big_pslice" + highest 20% "vtotal" |
4052 |
137 |
1970 |
|
First quarter 2004...buy cheapest 10% of stocks, sell highest 10% "break_ave" |
4536 |
674 |
Buy lowest 20% "marketcap" plus highest 20% "ptot_neg", sell highest 20% "break_ave" + highest 20% "t_pratio" |
4136 |
130 |
2070 |
|
Second quarter 2004...buy marketcap[1], sell marketcap[10] |
4480 |
675 |
Buy big_pslice[1] + vave[5], sell vave[5] + t_vratio[1] |
4207 |
136 |
2072 |
| (Discontinued) |
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