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Seasonality Service: Further Backtesting of Monthly Seasonal Trends
|
Month...strategy |
Long result |
Short result |
General Market |
|
May 1996...buy lowest 20% "close-low" + highest 20% "vstock_ind", sell 60-70% "gain2" |
1036 |
966 |
1034 |
|
June 1996...buy 40-50% "gain1", sell 52-56% "gain3" |
1016 |
988 |
1003 |
|
July 1996...buy highest 10% "high-close", sell 40-50% "1monthgain" |
916 |
1064 |
921 |
|
Aug 1996...buy lowest 10% "stdev", sell highest 10% "break_ave" |
951 |
1000 |
978 |
|
Sep 1996...buy highest 10% "yeargain", sell 20-40% "mov_ave100" + lowest 20% "break_ave" |
1045 |
952 |
1026 |
|
Oct 1996...buy highest 10% "marketcap", sell lowest 20% "mov_ave100" + highest 20% "t_pratio" |
1032 |
961 |
1022 |
|
Nov 1996...buy highest 20% "ptot_neg" + highest 20% "stock_ind", sell highest 20% "best_p" + lowest 20% "big_pslice" |
1110 |
910 |
1083 |
|
Dec 1996...buy lowest 4% "stdev", sell highest 10% "stdev" |
1149 |
927 |
1094 |
|
Jan 1997...buy 60-80% "vskew" + lowest 20% "mov_ave20", sell highest 20% "close-low" + highest 20% "break_ave" |
1180 |
940 |
1126 |
|
Feb 1997...buy lowest 10% "mov_ave5", sell 80-90% "momentum" |
1168 |
963 |
1113 |
|
Mar 1997...buy highest 10% "marketcap", sell 40-44% "best_p" |
1110 |
972 |
1067 |
|
Apr 1997...buy lowest 4% "mov_ave5", sell lowest 20% "high-close" + lowest 20% "stdev" |
1081 |
981 |
1044 |
|
May 1997...buy 10-20% "close-low", sell 26-30% "high-close" |
1198 |
896 |
1148 |
|
June 1997...buy 40-50% "gain1", sell 50-60% "gain3" |
1223 |
853 |
1196 |
|
July 1997...buy top 20% "vtotal" + lowest 20% "vftotal", sell 40-60% "ptotal" + 60-80% "stock_ind" |
1315 |
795 |
1267 |
|
Aug 1997...buy 20-24% "3monthgain", sell 20-30% "high-close" |
1332 |
804 |
1285 |
|
Sep 1997...buy lowest 20% "stdev" + lowest 20% "ptotal", sell lowest 20% "vtotal" + 60-80% "vftotal" |
1355 |
757 |
1365 |
|
Oct 1997...buy highest 10% "marketcap", sell lowest 10% yeargain |
1241 |
783 |
1290 |
|
Nov 1997...buy 20-40% "gain2" + top 20% "marketcap", sell 20-40% "best_p" + top 20% "yeargain" |
1333 |
789 |
1296 |
|
Dec 1997...buy lowest 4% "stdev", sell top 10% of "gain3" |
1366 |
819 |
1264 |
|
Jan 1998...buy lowest 10% "mov_ave5", sell highest 10% "mov_ave20" |
1428 |
863 |
1256 |
|
Feb 1998...buy 30-40% "1monthgain", sell highest 10% "stdev" |
1540 |
778 |
1350 |
|
Mar 1998...buy highest 10% "marketcap", sell 36-40% "best_p" |
1576 |
740 |
1399 |
|
April 1998...buy lowest 20% "mov_ave5" + highest 20% "mov_ave100", sell lowest 10% "stdev" |
1564 |
768 |
1395 |
|
May 1998...buy highest 20% "vtotal" + highest 20% "vftotal", sell lowest 4% "t_vratio" |
1497 |
846 |
1316 |
|
June 1998...buy 30-40% "pftotal", sell 80-90% "pave" |
1452 |
868 |
1278 |
|
July 1998...buy highest 20% "yeargain" + 20-40% "gain1", sell 40-60% "ptotal" + 60-80% "stock_ind" |
1367 |
905 |
1199 |
|
Aug 1998...buy lowest 20% "close-low" + 40-60% "mov_ave20", sell highest 20% "break_ave" + lowest 20% "vftotal" |
1201 |
1074 |
1027 |
|
Sep 1998...buy lowest 20% "stdev" + highest 20% "t_pratio", sell highest 10% "mov_ave20" |
1270 |
1044 |
1121 |
|
Oct 1998...buy lowest 20% "pstdev" + lowest 20% "vave", sell highest 20% "close-low" + highest 20% "break_ave" |
1053 |
1234 |
1054 |
|
Nov 1998...buy lowest 10% "stdev", sell highest 20% "ptotal" + highest 20% "pftotal" |
1070 |
1117 |
1121 |
|
Dec 1998...buy lowest 10% "stdev", sell highest 20% "marketcap" + highest 20% "vtotal" |
1077 |
989 |
1154 |
|
Jan 1999...buy lowest 10% "mov_ave5", sell 80-90% "1monthgain" |
1203 |
975 |
1170 |
|
Feb 1999...buy lowest 10% "close-low", sell lowest 20% "ptotal" + highest 20% "vftotal" |
1148 |
1026 |
1101 |
|
March 1999...buy 60-80% "yeargain" + lowest 20% "pstdev", sell lowest 10% "break_ave" |
1125 |
997 |
1108 |
|
April 1999...buy lowest 20% "vslice3" + highest 20% "vstdev", sell lowest 10% "stdev" |
1226 |
930 |
1222 |
|
May 1999...buy highest 20% "vtotal" + highest 20% "vftotal", sell 30-40% "gain1" |
1257 |
898 |
1254 |
|
June 1999...buy 44-48% "gain1", sell 40-50% "gain4" |
1275 |
872 |
1297 |
|
July 1999...buy top 20% "ptotal" + 60-80% "stock_ind", sell 20-40% "pstdev" + top 20% "mov_ave20" |
1251 |
891 |
1285 |
|
Aug 1999...buy highest 60-80% "vtotal" + top 20% "vstock_ind", sell 20-40% "ptotal" + 60-80% "stock_ind" |
1207 |
932 |
1249 |
|
Sep 1999...buy lowest 20% "stdev" + highest 20% "t_pratio", sell highest 10% "mov-ave20" |
1159 |
931 |
1216 |
|
Oct 1999...buy top 20% "pave" + 60-80% "vave", sell top 4% "recent price" |
1165 |
919 |
1209 |
|
Nov 1999...buy lowest 20% "stdev" + highest 20% "big_pslice", sell highest 20% "ptotal" + highest 20% "pftotal" |
1121 |
879 |
1269 |
|
Dec 1999...buy lowest 10% "pstdev", sell 20-40% "open-yclose" + 60-80% "stdev" |
1086 |
824 |
1339 |
|
Jan 2000...buy lowest 4% "momentum", sell lowest 10% "stdev" |
1088 |
836 |
1318 |
|
Feb 2000...buy 40-44% "gain1", sell top 20% "yeargain" + top 20% "vftotal" |
1098 |
462 |
1417 |
|
Mar 2000...buy 40-60% "stdev" + lowest 20% "mov_ave20", sell highest 4% "slice3" |
1187 |
426 |
1480 |
|
Apr 2000...buy 36-40% "gain3", sell 12-16% "vskew" |
1156 |
430 |
1465 |
|
May 2000...buy 28-32% "gain2", sell 30-40% "gain1" |
1132 |
433 |
1399 |
|
June 2000...buy 44-48% "gain1", sell 40-50% "gain4" |
1184 |
420 |
1508 |
|
July 2000...buy highest 20% "ptotal" + 60-80% "stock_ind", sell 20-40% "mov_ave100" + lowest 20% "break_ave" |
1155 |
455 |
1510 |
|
Aug 2000...buy highest 10% "stdev", sell 10-20% "stdev" |
1310 |
442 |
1610 |
|
Sep 2000...buy 48-52% "gain1", sell highest 20% "recent price" + lowest 20% "gain1" |
1295 |
472 |
1594 |
|
Oct 2000...buy lowest 10% "mov_ave100", sell highest 10% "recent price" |
1169 |
525 |
1501 |
|
Nov 2000...buy highest 20% "vol1_3" + highest 20% "vstdev", sell highest 20% "break_ave" + highest 20% "vtotal" |
965 |
582 |
1410 |
|
Dec 2000...buy highest 20% "yeargain" + 40-60% "t_pratio", sell 20-30% "yeargain" |
1035 |
534 |
1517 |
|
Jan 2001...buy lowest 10% "recent price", sell lowest 10% "stdev" |
1489 |
525 |
1681 |
|
Feb 2001...buy lowest 20% "mov_ave5" + highest 20% "mov_ave100", sell lowest 4% "stdev" |
1495 |
523 |
1578 |
|
March 2001...buy lowest 20% "break_ave" + lowest 20% "ptotal", sell highest 10% "mov_ave5" |
1256 |
559 |
1481 |
|
Apr 2001...buy lowest 20% "3monthgain" + lowest 20% "t_pratio", sell highest 20% "recent price" + highest 20% "vstdev" |
1099 |
586 |
1458 |
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