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Joe Landry <jelandry@xxxxxxxxxxxxx> wrote:
Natasha - Welcome on board, I don't consider it spam and I'm interested in comments about investment styles, seasonal trends... I guess you would call this effect seasonal. Dec or early Jan is when the Dogs of the Dow get picked also. What's the old addage - in by October and out by May? Watch out for mid Jan, and April 15 are other key dates.
Usually I get my education on trading ideas and strategies from other forums, but I would welcome some discussion in this area in the Amibroker community. I note and read most of the time Yuki and Dimitris's comments on the N225 on this board, but that may be the only thread that goes on with general interest.
Best regards
JOE
$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$
Hi,
For those who are interested in seasonal investing strategies: (Just for info)
Most of the market’s gains occur during the months November through April. An analysis of the average gains for each month shows that November, December, January, March and April have been outstanding months since 1950. Add February and our “Best Six Months” strategy is born. These six consecutive months gained 9221.61 Dow points in 50 years while the remaining May through October months gained only 1299.03 points.Market timer Sy Harding, in his book, Riding The Bear, took our November-through-April strategy, enhanced it, and termed it the “Best mechanical system ever.” He simply used the MACD indicator developed by our old friend Gerald Appel to enter the “Best Six Months” period up to several weeks earlier, if the market was in an uptrend.
Gerald Appel recommends an 8-17-9 MACD to generate buy signals and a 12-25-9 MACD to confirm a sell signal for a stock, which has had a strong bullish move.
Actual Entry and Exit Dates : DOW
MACD |
Worst 6 Months |
|
|
MACD |
Best 6 Months |
|
Signal |
May-October* |
Investing |
|
Signal |
November-April* |
Investing |
Date |
DJIA |
% Change |
10,000 |
|
Date |
DJIA |
% Change |
10,000 |
22-Apr-50 |
213.90 |
7.3 |
10,730 |
|
14-Nov-50 |
229.54 |
13.3 |
11,330 |
10-May-51 |
260.07 |
0.1 |
10,741 |
|
13-Nov-51 |
260.41 |
1.9 |
11,545 |
5-Apr-52 |
265.44 |
1.4 |
10,891 |
|
31-Oct-52 |
269.23 |
2.1 |
11,788 |
30-Apr-53 |
274.75 |
0.2 |
10,913 |
|
23-Oct-53 |
275.34 |
17.1 |
13,804 |
14-May-54 |
322.50 |
13.5 |
12,386 |
|
5-Nov-54 |
366.00 |
16.3 |
16,054 |
29-Apr-55 |
425.65 |
7.7 |
13,340 |
|
21-Oct-55 |
458.47 |
13.1 |
18,157 |
9-Apr-56 |
518.52 |
-6.8 |
12,433 |
|
8-Oct-56 |
483.38 |
2.8 |
18,665 |
9-May-57 |
496.76 |
-12.3 |
10,904 |
|
29-Oct-57 |
435.76 |
4.9 |
19,580 |
16-May-58 |
457.10 |
17.3 |
12,790 |
|
6-Oct-58 |
536.29 |
16.7 |
22,849 |
5-May-59 |
625.90 |
1.6 |
12,994 |
|
6-Oct-59 |
636.06 |
-3.1 |
22,141 |
22-Apr-60 |
616.32 |
-4.9 |
12,358 |
|
7-Oct-60 |
586.42 |
16.9 |
25,883 |
21-Apr-61 |
685.26 |
2.9 |
12,716 |
|
9-Oct-61 |
705.42 |
-1.5 |
25,495 |
23-Apr-62 |
694.61 |
-15.3 |
10,771 |
|
10-Oct-62 |
588.14 |
22.4 |
31,205 |
1-May-63 |
719.67 |
4.3 |
11,234 |
|
18-Oct-63 |
750.60 |
9.6 |
34,201 |
14-Apr-64 |
822.95 |
6.7 |
11,986 |
|
9-Nov-64 |
878.08 |
6.2 |
36,322 |
19-May-65 |
932.12 |
2.6 |
12,298 |
|
26-Oct-65 |
956.32 |
-2.5 |
35,414 |
2-May-66 |
931.95 |
-16.4 |
10,281 |
|
17-Oct-66 |
778.89 |
14.3 |
40,478 |
12-May-67 |
890.03 |
-2.1 |
10,065 |
|
21-Nov-67 |
870.95 |
5.5 |
42,704 |
8-May-68 |
918.86 |
3.4 |
10,407 |
|
14-Oct-68 |
949.96 |
0.2 |
42,789 |
21-May-69 |
951.78 |
-11.9 |
9,169 |
|
16-Oct-69 |
838.77 |
-6.7 |
39,923 |
15-Apr-70 |
782.60 |
-1.4 |
9,040 |
|
6-Nov-70 |
771.97 |
20.8 |
48,226 |
3-May-71 |
932.41 |
-11.0 |
8,046 |
|
29-Nov-71 |
829.73 |
15.4 |
55,653 |
24-Apr-72 |
957.48 |
-0.6 |
7,998 |
|
25-Oct-72 |
951.38 |
-1.4 |
54,874 |
26-Apr-73 |
937.76 |
-11.0 |
7,118 |
|
11-Dec-73 |
834.18 |
0.1 |
54,929 |
26-Apr-74 |
834.64 |
-22.4 |
5,524 |
|
10-Oct-74 |
648.08 |
28.2 |
70,419 |
1-May-75 |
830.96 |
0.1 |
5,529 |
|
17-Oct-75 |
832.18 |
18.5 |
83,447 |
5-May-76 |
986.46 |
-3.4 |
5,341 |
|
28-Oct-76 |
952.63 |
-3.0 |
80,943 |
27-Apr-77 |
923.76 |
-11.4 |
4,732 |
|
31-Oct-77 |
818.35 |
0.5 |
81,348 |
9-May-78 |
822.07 |
-4.5 |
4,519 |
|
14-Nov-78 |
785.26 |
9.3 |
88,913 |
17-Apr-79 |
857.93 |
-5.3 |
4,280 |
|
5-Nov-79 |
812.63 |
7.0 |
95,137 |
20-Jun-80 |
869.71 |
9.3 |
4,678 |
|
10-Oct-80 |
950.68 |
4.7 |
99,609 |
1-May-81 |
995.59 |
-14.6 |
3,995 |
|
14-Oct-81 |
850.65 |
0.4 |
100,007 |
4-May-82 |
854.45 |
15.5 |
4,614 |
|
8-Oct-82 |
986.85 |
23.5 |
123,509 |
13-May-83 |
1218.75 |
2.5 |
4,729 |
|
21-Oct-83 |
1248.88 |
-7.3 |
114,493 |
11-May-84 |
1157.14 |
3.3 |
4,886 |
|
17-Oct-84 |
1195.89 |
3.9 |
118,958 |
1-May-85 |
1242.05 |
7.0 |
5,228 |
|
4-Oct-85 |
1328.74 |
38.1 |
164,281 |
25-Apr-86 |
1835.57 |
-2.8 |
5,081 |
|
6-Oct-86 |
1784.45 |
28.2 |
210,608 |
13-Apr-87 |
2287.07 |
-14.9 |
4,324 |
|
4-Nov-87 |
1945.29 |
3.0 |
216,926 |
10-May-88 |
2003.65 |
6.1 |
4,588 |
|
12-Oct-88 |
2126.24 |
11.8 |
242,523 |
8-May-89 |
2376.47 |
9.8 |
5,037 |
|
14-Nov-89 |
2610.25 |
3.3 |
250,527 |
20-Apr-90 |
2695.95 |
-6.7 |
4,700 |
|
22-Oct-90 |
2516.09 |
15.8 |
290,110 |
26-Apr-91 |
2912.38 |
4.8 |
4,926 |
|
17-Oct-91 |
3053.00 |
11.3 |
322,892 |
11-May-92 |
3397.58 |
-6.2 |
4,620 |
|
21-Oct-92 |
3187.10 |
6.6 |
344,203 |
26-Apr-93 |
3398.37 |
5.5 |
4,874 |
|
7-Oct-93 |
3583.63 |
5.6 |
363,478 |
13-Jun-94 |
3783.12 |
3.7 |
5,055 |
|
17-Oct-94 |
3923.93 |
13.1 |
411,094 |
23-May-95 |
4436.44 |
7.2 |
5,418 |
|
23-Oct-95 |
4755.48 |
16.7 |
479,747 |
17-Apr-96 |
5549.93 |
9.2 |
5,917 |
|
17-Oct-96 |
6059.20 |
21.9 |
584,811 |
27-May-97 |
7383.41 |
3.6 |
6,130 |
|
18-Nov-97 |
7650.82 |
18.5 |
693,001 |
24-Apr-98 |
9064.62 |
-12.4 |
5,370 |
|
13-Oct-98 |
7938.14 |
39.9 |
969,509 |
13-May-99 |
11107.19 |
-6.4 |
5,026 |
|
20-Oct-99 |
10392.36 |
5.1 |
1,018,954 |
13-Apr-00 |
10923.55 |
-6.0 |
4,725 |
|
23-Oct-00 |
10271.72 |
5.4 |
1,073,978 |
11-May-01 |
10821.31 |
-17.3 |
3,907 |
|
2-Oct-01 |
8950.59 |
15.8 |
1,243,666 |
1-Apr-02 |
10362.70 |
-25.2 |
2,923 |
|
2-Oct-02 |
7755.61 |
6.0 |
1,318,286 |
10-Apr-03 |
8221.33 |
16.4 |
3,402 |
|
3-Oct-03 |
9572.31 |
7.8 |
1,421,112 |
20-Apr-04 |
10314.50 |
-0.9 |
3,371 |
|
4-Oct-04 |
10216.54 |
|
|
|
|
55-Year Loss |
($6,629) |
|
|
|
54-Year Gain |
$1,411,112 |
* MACD generated entry and exit points (earlier or later) |
can lengthen or shorten eight month periods |
Actual Entry and Exit Dates : NASDAQ
MACD |
Worst 4 Months |
|
|
MACD |
Best 8 Months |
|
Signal |
July 1-Oct 31* |
Investing |
|
Signal |
Nov 1-June 30* |
Investing |
Date |
NASDAQ |
% Change |
10,000 |
|
Date |
NASDAQ |
% Change |
10,000 |
22-Apr-50 |
109.54 |
-3.6 |
9,640 |
|
4-Nov-71 |
105.56 |
24.1 |
12,410 |
7-Jun-72 |
131.00 |
-1.8 |
9,467 |
|
23-Oct-72 |
128.66 |
-22.7 |
9,593 |
25-Jun-73 |
99.43 |
-7.2 |
8,785 |
|
7-Dec-73 |
92.32 |
-20.2 |
7,655 |
3-Jul-74 |
73.66 |
-23.2 |
6,747 |
|
7-Oct-74 |
56.57 |
47.8 |
11,314 |
11-Jun-75 |
83.60 |
-9.2 |
6,126 |
|
7-Oct-75 |
75.88 |
20.8 |
13,668 |
22-Jul-76 |
91.66 |
-2.4 |
5,979 |
|
19-Oct-76 |
89.45 |
13.2 |
15,472 |
27-Jul-77 |
101.25 |
-4.0 |
5,740 |
|
4-Nov-77 |
97.21 |
26.6 |
19,587 |
7-Jun-78 |
123.10 |
-6.5 |
5,367 |
|
6-Nov-78 |
115.08 |
19.1 |
23,328 |
3-Jul-79 |
137.03 |
-1.1 |
5,308 |
|
30-Oct-79 |
135.48 |
15.5 |
26,944 |
20-Jun-80 |
156.51 |
26.2 |
6,698 |
|
9-Oct-80 |
197.53 |
11.2 |
29,962 |
4-Jun-81 |
219.68 |
-17.6 |
5,520 |
|
1-Oct-81 |
181.09 |
-4.0 |
28,764 |
7-Jun-82 |
173.84 |
12.5 |
6,209 |
|
7-Oct-82 |
195.59 |
57.4 |
45,274 |
1-Jun-83 |
307.95 |
-10.7 |
5,545 |
|
3-Nov-83 |
274.86 |
-14.2 |
38,845 |
1-Jun-84 |
235.90 |
5.0 |
5,822 |
|
15-Oct-84 |
247.67 |
17.3 |
45,565 |
3-Jun-85 |
290.59 |
-3.0 |
5,648 |
|
1-Oct-85 |
281.77 |
39.4 |
63,518 |
10-Jun-86 |
392.83 |
-10.3 |
5,066 |
|
1-Oct-86 |
352.34 |
20.5 |
76,539 |
30-Jun-87 |
424.67 |
-22.7 |
3,916 |
|
2-Nov-87 |
328.33 |
20.1 |
91,924 |
8-Jul-88 |
394.33 |
-6.6 |
3,658 |
|
29-Nov-88 |
368.15 |
22.4 |
112,514 |
13-Jun-89 |
450.73 |
0.7 |
3,683 |
|
9-Nov-89 |
454.07 |
1.9 |
114,652 |
11-Jun-90 |
462.79 |
-23.0 |
2,836 |
|
2-Oct-90 |
356.39 |
39.3 |
159,711 |
11-Jun-91 |
496.62 |
6.4 |
3,018 |
|
1-Oct-91 |
528.51 |
7.4 |
171,529 |
11-Jun-92 |
567.68 |
1.5 |
3,063 |
|
14-Oct-92 |
576.22 |
20.5 |
206,693 |
7-Jun-93 |
694.61 |
9.9 |
3,366 |
|
1-Oct-93 |
763.23 |
-4.4 |
197,598 |
17-Jun-94 |
729.35 |
5.0 |
3,534 |
|
11-Oct-94 |
765.57 |
13.5 |
224,274 |
1-Jun-95 |
868.82 |
17.2 |
4,142 |
|
13-Oct-95 |
1018.38 |
21.6 |
272,717 |
3-Jun-96 |
1238.73 |
1.0 |
4,184 |
|
7-Oct-96 |
1250.87 |
10.3 |
300,807 |
4-Jun-97 |
1379.67 |
24.4 |
5,204 |
|
3-Oct-97 |
1715.87 |
1.8 |
306,221 |
1-Jun-98 |
1746.82 |
-7.8 |
4,799 |
|
15-Oct-98 |
1611.01 |
49.7 |
458,413 |
1-Jun-99 |
2412.03 |
18.5 |
5,686 |
|
6-Oct-99 |
2857.21 |
35.7 |
622,067 |
29-Jun-00 |
3877.23 |
-18.2 |
4,651 |
|
18-Oct-00 |
3171.56 |
-32.2 |
421,761 |
1-Jun-01 |
2149.44 |
-31.1 |
3,205 |
|
1-Oct-01 |
1480.46 |
5.5 |
444,958 |
3-Jun-02 |
1562.56 |
-24.0 |
2,436 |
|
2-Oct-02 |
1187.30 |
38.5 |
616,267 |
20-Jun-03 |
1644.72 |
16.0 |
2,825 |
|
6-Oct-03 |
1907.85 |
3.5 |
637,836 |
21-Jun-04 |
1974.38 |
-1.6 |
2,780 |
|
1-Oct-04 |
1942.20 |
|
|
|
|
34-Year Loss |
($7,220) |
|
|
|
33-Year Gain |
$627,836 |
* MACD generated entry and exit points (earlier or later) |
can lengthen or shorten eight month periods | Actual Entry and Exit Dates : S&P 500
MACD |
Worst 6 Months |
|
|
MACD |
Best 6 Months |
|
Signal |
May-October* |
Investing |
|
Signal |
November-April* |
Investing |
Date |
S&P500 |
% Change |
10,000 |
|
Date |
S&P500 |
% Change |
10,000 |
22-Apr-50 |
17.96 |
11.0 |
11,100 |
|
14-Nov-50 |
19.94 |
12.9 |
11,290 |
10-May-51 |
22.51 |
1.2 |
11,233 |
|
13-Nov-51 |
22.79 |
5.3 |
11,888 |
5-Apr-52 |
24.00 |
2.2 |
11,480 |
|
31-Oct-52 |
24.52 |
0.4 |
11,936 |
30-Apr-53 |
24.62 |
-1.1 |
11,354 |
|
23-Oct-53 |
24.35 |
18.3 |
14,120 |
14-May-54 |
28.80 |
13.6 |
12,898 |
|
5-Nov-54 |
32.71 |
16.1 |
16,394 |
29-Apr-55 |
37.96 |
12.2 |
14,472 |
|
21-Oct-55 |
42.59 |
14.1 |
18,705 |
9-Apr-56 |
48.61 |
-4.5 |
13,821 |
|
8-Oct-56 |
46.43 |
-0.2 |
18,668 |
9-May-57 |
46.36 |
-12.2 |
12,134 |
|
29-Oct-57 |
40.69 |
6.6 |
19,900 |
16-May-58 |
43.36 |
16.9 |
14,185 |
|
6-Oct-58 |
50.68 |
14.0 |
22,686 |
5-May-59 |
57.75 |
-1.1 |
14,029 |
|
6-Oct-59 |
57.09 |
-2.9 |
22,028 |
22-Apr-60 |
55.42 |
-2.5 |
13,678 |
|
7-Oct-60 |
54.03 |
21.7 |
26,808 |
21-Apr-61 |
65.77 |
3.3 |
14,130 |
|
9-Oct-61 |
67.94 |
0.9 |
27,049 |
23-Apr-62 |
68.53 |
-16.5 |
11,798 |
|
10-Oct-62 |
57.24 |
22.2 |
33,054 |
1-May-63 |
69.97 |
4.8 |
12,365 |
|
18-Oct-63 |
73.32 |
9.1 |
36,062 |
14-Apr-64 |
79.99 |
6.5 |
13,168 |
|
9-Nov-64 |
85.19 |
5.3 |
37,974 |
19-May-65 |
89.67 |
2.8 |
13,537 |
|
26-Oct-65 |
92.20 |
-1.4 |
37,442 |
2-May-66 |
90.90 |
-14.8 |
11,534 |
|
17-Oct-66 |
77.47 |
20.7 |
45,193 |
12-May-67 |
93.48 |
-0.4 |
11,488 |
|
21-Nov-67 |
93.10 |
6.2 |
47,995 |
8-May-68 |
98.91 |
4.5 |
12,004 |
|
14-Oct-68 |
103.32 |
1.1 |
48,522 |
21-May-69 |
104.47 |
-7.8 |
11,068 |
|
16-Oct-69 |
96.37 |
-10.0 |
43,670 |
15-Apr-70 |
86.73 |
-2.9 |
10,747 |
|
6-Nov-70 |
84.22 |
22.6 |
53,540 |
3-May-71 |
103.29 |
-9.6 |
9,715 |
|
29-Nov-71 |
93.41 |
15.8 |
61,999 |
24-Apr-72 |
108.19 |
2.3 |
9,939 |
|
25-Oct-72 |
110.72 |
-1.7 |
60,945 |
26-Apr-73 |
108.89 |
-11.8 |
8,766 |
|
11-Dec-73 |
96.04 |
-6.1 |
57,227 |
26-Apr-74 |
90.18 |
-21.1 |
6,917 |
|
10-Oct-74 |
71.14 |
23.8 |
70,848 |
1-May-75 |
88.10 |
0.9 |
6,979 |
|
17-Oct-75 |
88.86 |
13.5 |
80,412 |
5-May-76 |
100.88 |
0.7 |
7,028 |
|
28-Oct-76 |
101.61 |
-3.6 |
77,517 |
27-Apr-77 |
97.96 |
-5.7 |
6,627 |
|
31-Oct-77 |
92.34 |
3.9 |
80,540 |
9-May-78 |
95.90 |
-3.6 |
6,388 |
|
14-Nov-78 |
92.49 |
9.5 |
88,192 |
17-Apr-79 |
101.24 |
0.6 |
6,427 |
|
5-Nov-79 |
101.82 |
12.0 |
98,775 |
20-Jun-80 |
114.06 |
14.2 |
7,339 |
|
10-Oct-80 |
130.29 |
1.9 |
100,651 |
1-May-81 |
132.72 |
-10.5 |
6,569 |
|
14-Oct-81 |
118.80 |
-1.1 |
99,544 |
4-May-82 |
117.46 |
11.6 |
7,331 |
|
8-Oct-82 |
131.05 |
25.8 |
125,227 |
13-May-83 |
164.90 |
0.6 |
7,375 |
|
21-Oct-83 |
165.95 |
-4.5 |
119,591 |
11-May-84 |
158.49 |
3.6 |
7,640 |
|
17-Oct-84 |
164.14 |
8.7 |
129,996 |
1-May-85 |
178.37 |
2.5 |
7,831 |
|
4-Oct-85 |
182.78 |
32.6 |
172,374 |
25-Apr-86 |
242.29 |
-3.1 |
7,588 |
|
6-Oct-86 |
234.78 |
21.7 |
209,780 |
13-Apr-87 |
285.62 |
-12.8 |
6,617 |
|
4-Nov-87 |
248.96 |
3.5 |
217,122 |
10-May-88 |
257.62 |
6.4 |
7,041 |
|
12-Oct-88 |
273.98 |
11.7 |
242,525 |
8-May-89 |
306.00 |
10.5 |
7,780 |
|
14-Nov-89 |
337.99 |
-0.8 |
240,585 |
20-Apr-90 |
335.12 |
-6.1 |
7,305 |
|
22-Oct-90 |
314.76 |
20.4 |
289,664 |
26-Apr-91 |
379.02 |
3.4 |
7,554 |
|
17-Oct-91 |
391.92 |
6.8 |
309,361 |
11-May-92 |
418.49 |
-0.7 |
7,501 |
|
21-Oct-92 |
415.67 |
4.3 |
322,664 |
26-Apr-93 |
433.54 |
5.9 |
7,943 |
|
7-Oct-93 |
459.18 |
0.0 |
322,664 |
13-Jun-94 |
459.10 |
2.1 |
8,110 |
|
17-Oct-94 |
468.96 |
12.7 |
363,642 |
23-May-95 |
528.58 |
10.7 |
8,978 |
|
23-Oct-95 |
585.06 |
9.7 |
398,916 |
17-Apr-96 |
641.61 |
10.2 |
9,894 |
|
17-Oct-96 |
706.99 |
20.2 |
479,496 |
27-May-97 |
849.71 |
10.4 |
10,923 |
|
18-Nov-97 |
938.23 |
18.1 |
566,285 |
24-Apr-98 |
1107.90 |
-10.2 |
9,808 |
|
13-Oct-98 |
994.80 |
37.5 |
778,642 |
13-May-99 |
1367.56 |
-5.7 |
9,249 |
|
20-Oct-99 |
1289.43 |
11.7 |
869,743 |
13-Apr-00 |
1440.51 |
-3.1 |
8,963 |
|
23-Oct-00 |
1395.78 |
-10.8 |
775,811 |
11-May-01 |
1245.67 |
-15.6 |
7,564 |
|
2-Oct-01 |
1051.33 |
9.1 |
846,410 |
1-Apr-02 |
1146.54 |
-27.8 |
5,462 |
|
2-Oct-02 |
827.91 |
5.3 |
891,270 |
10-Apr-03 |
871.58 |
18.2 |
6,456 |
|
3-Oct-03 |
1029.85 |
8.6 |
967,919 |
20-Apr-04 |
1118.15 |
1.2 |
6,533 |
|
1-Oct-04 |
1131.50 |
|
|
|
|
55-Year Loss |
($3,467) |
|
|
|
54-Year Gain |
$957,919 |
* MACD generated entry and exit points (earlier or later) |
can lengthen or shorten eight month periods |
Warm regards,
Natasha
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