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Fourier Analysis of TMED (TRIMEDYNE INC)


TMED (TRIMEDYNE INC) appears to have interesting cyclic behaviour every 101 weeks (58.6888*cosine), 108 weeks (55.3643*cosine), and 52 weeks (39.1736*cosine).

TMED (TRIMEDYNE INC) has an average price of 305.77 (topmost row, frequency = 0).



Click on the checkboxes shown on the right to see how the various frequencies contribute to the graph. Look for large magnitude coefficients (sine or cosine), as these are associated with frequencies which contribute most to the associated stock plot. If you find a large magnitude coefficient which dramatically changes the graph, look at the associated "Period" in weeks, as you may have found a significant recurring cycle for the stock of interest.

Right click on the graph above to see the menu of operations (download, full screen, etc.)

Fourier Analysis

Using data from 3/26/1990 to 3/13/2017 for TMED (TRIMEDYNE INC), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
0305.7691   0 
1194.5901 337.0305 (1*2π)/14071,407 weeks
2-16.37589 274.8881 (2*2π)/1407704 weeks
3-69.05579 139.3038 (3*2π)/1407469 weeks
4-122.2838 74.2161 (4*2π)/1407352 weeks
5-57.61163 10.63984 (5*2π)/1407281 weeks
6-65.12186 -8.68538 (6*2π)/1407235 weeks
7-20.69717 -52.00758 (7*2π)/1407201 weeks
871.50273 9.92695 (8*2π)/1407176 weeks
9-22.84377 46.86628 (9*2π)/1407156 weeks
10-41.50588 24.7622 (10*2π)/1407141 weeks
11-34.59585 -31.83152 (11*2π)/1407128 weeks
12-6.5173 -47.20224 (12*2π)/1407117 weeks
1355.36431 -38.45272 (13*2π)/1407108 weeks
1458.68879 36.22387 (14*2π)/1407101 weeks
156.08399 49.86483 (15*2π)/140794 weeks
16-9.63592 26.58875 (16*2π)/140788 weeks
17-23.69768 16.1857 (17*2π)/140783 weeks
18-18.04523 4.97029 (18*2π)/140778 weeks
19-7.86381 -19.42467 (19*2π)/140774 weeks
207.90351 -3.62826 (20*2π)/140770 weeks
2118.53039 -3.71715 (21*2π)/140767 weeks
2213.8112 30.28064 (22*2π)/140764 weeks
23-22.59083 25.44501 (23*2π)/140761 weeks
24-31.94818 -7.88163 (24*2π)/140759 weeks
25-16.07057 -28.16809 (25*2π)/140756 weeks
2616.25923 -35.57373 (26*2π)/140754 weeks
2739.17361 -3.46441 (27*2π)/140752 weeks
2816.23289 16.02358 (28*2π)/140750 weeks
2911.57691 8.175 (29*2π)/140749 weeks
309.7699 17.80166 (30*2π)/140747 weeks
31-4.06435 13.95446 (31*2π)/140745 weeks
32-10.34718 2.55785 (32*2π)/140744 weeks
331.89024 -11.98879 (33*2π)/140743 weeks
3419.21677 -7.35694 (34*2π)/140741 weeks
3527.06841 18.74362 (35*2π)/140740 weeks
36.68788 32.33879 (36*2π)/140739 weeks
37-23.22577 16.90579 (37*2π)/140738 weeks
38-15.06561 -10.18266 (38*2π)/140737 weeks
392.32873 -16.22978 (39*2π)/140736 weeks
4019.14912 -2.94858 (40*2π)/140735 weeks
4115.36025 13.48625 (41*2π)/140734 weeks
42-3.54414 10.82181 (42*2π)/140734 weeks
4310.15446 7.38027 (43*2π)/140733 weeks
441.96674 20.3986 (44*2π)/140732 weeks
45-16.65539 11.93034 (45*2π)/140731 weeks
46-9.59562 1.16827 (46*2π)/140731 weeks
47-10.81846 -6.36764 (47*2π)/140730 weeks
482.98816 -11.51484 (48*2π)/140729 weeks
4912.49862 1.13052 (49*2π)/140729 weeks
50-1.33119 8.887 (50*2π)/140728 weeks
51-1.61574 -.43782 (51*2π)/140728 weeks
52-.89817 -1.072 (52*2π)/140727 weeks
532.18208 -4.69942 (53*2π)/140727 weeks
5412.16084 .54609 (54*2π)/140726 weeks
551.73462 8.24762 (55*2π)/140726 weeks
56-.51888 -.63006 (56*2π)/140725 weeks
579.19618 .17534 (57*2π)/140725 weeks
582.72175 8.90179 (58*2π)/140724 weeks
592.26534 .51971 (59*2π)/140724 weeks
604.12666 7.5588 (60*2π)/140723 weeks
611.70254 3.12181 (61*2π)/140723 weeks
625.56954 5.85854 (62*2π)/140723 weeks
63-1.99813 13.87896 (63*2π)/140722 weeks
64-8.8781 2.24277 (64*2π)/140722 weeks
65-3.61449 -.48507 (65*2π)/140722 weeks
66-3.27475 -1.42384 (66*2π)/140721 weeks
67-.00834 -7.69277 (67*2π)/140721 weeks
685.01992 -1.38571 (68*2π)/140721 weeks
697.99599 -4.0394 (69*2π)/140720 weeks
7011.13939 4.59286 (70*2π)/140720 weeks
715.52559 9.64176 (71*2π)/140720 weeks
72-.49426 7.63315 (72*2π)/140720 weeks
73-2.22919 1.98613 (73*2π)/140719 weeks
744.7816 -1.11978 (74*2π)/140719 weeks
759.45954 5.57197 (75*2π)/140719 weeks
763.8766 15.30394 (76*2π)/140719 weeks
77-6.22577 9.86366 (77*2π)/140718 weeks
78-5.48834 6.16853 (78*2π)/140718 weeks
79-8.10712 5.27815 (79*2π)/140718 weeks
80-10.67402 -.23225 (80*2π)/140718 weeks
81-5.80988 -9.29215 (81*2π)/140717 weeks
82.9918 -6.13056 (82*2π)/140717 weeks
835.3007 -5.65692 (83*2π)/140717 weeks
845.28425 .22535 (84*2π)/140717 weeks
85-.36508 -1.34666 (85*2π)/140717 weeks
866.81792 -6.9016 (86*2π)/140716 weeks
8711.4759 -.53128 (87*2π)/140716 weeks
888.97678 4.22324 (88*2π)/140716 weeks
8913.03235 4.51866 (89*2π)/140716 weeks
908.35916 16.3782 (90*2π)/140716 weeks
91-1.59398 13.89327 (91*2π)/140715 weeks
92-4.06167 10.67388 (92*2π)/140715 weeks
93-10.47527 7.09654 (93*2π)/140715 weeks
94-5.1656 -2.09746 (94*2π)/140715 weeks
95-.31895 -.27009 (95*2π)/140715 weeks
96-1.45847 2.02185 (96*2π)/140715 weeks
972.70227 -.94406 (97*2π)/140715 weeks
98.92427 7.00546 (98*2π)/140714 weeks
99-3.77164 2.66714 (99*2π)/140714 weeks
100-1.99947 1.58077 (100*2π)/140714 weeks
101-4.12502 2.51935 (101*2π)/140714 weeks
102-4.11799 -3.60335 (102*2π)/140714 weeks
1031.34137 -3.55957 (103*2π)/140714 weeks
1043.05089 .19011 (104*2π)/140714 weeks
105.95223 1.00545 (105*2π)/140713 weeks
106-.66686 1.47261 (106*2π)/140713 weeks
107-1.2493 -2.16273 (107*2π)/140713 weeks
1082.59185 -4.37601 (108*2π)/140713 weeks
1097.39475 .13087 (109*2π)/140713 weeks
1103.8308 3.45196 (110*2π)/140713 weeks
1113.54342 1.80219 (111*2π)/140713 weeks
1124.01109 5.86897 (112*2π)/140713 weeks
113-.22176 5.34786 (113*2π)/140712 weeks
114-2.33081 5.52173 (114*2π)/140712 weeks
115-5.72163 .50229 (115*2π)/140712 weeks
116-.90507 -5.94159 (116*2π)/140712 weeks
1176.40958 -1.57672 (117*2π)/140712 weeks
1182.69558 1.79725 (118*2π)/140712 weeks
1194.43334 1.15046 (119*2π)/140712 weeks
1203.24233 2.25137 (120*2π)/140712 weeks
1215.66906 4.01131 (121*2π)/140712 weeks
1221.59983 8.68181 (122*2π)/140712 weeks
123-3.9826 4.06976 (123*2π)/140711 weeks
124-1.45493 .62825 (124*2π)/140711 weeks
1251.22255 .2676 (125*2π)/140711 weeks
1261.76825 3.31039 (126*2π)/140711 weeks
127-.87056 4.15376 (127*2π)/140711 weeks
128-3.55737 -.04346 (128*2π)/140711 weeks
1292.10662 -2.24215 (129*2π)/140711 weeks
1305.63351 .22034 (130*2π)/140711 weeks
1314.00594 6.8651 (131*2π)/140711 weeks
132-2.48527 5.33544 (132*2π)/140711 weeks
133-.9628 .33544 (133*2π)/140711 weeks
1342.85093 3.43572 (134*2π)/140711 weeks
135-.95768 6.06676 (135*2π)/140710 weeks
136-5.4274 4.84447 (136*2π)/140710 weeks
137-4.58747 -1.11919 (137*2π)/140710 weeks
138-1.98396 -2.45665 (138*2π)/140710 weeks
139.68244 -.15743 (139*2π)/140710 weeks
140-.32543 -.51011 (140*2π)/140710 weeks
141-.53702 .70376 (141*2π)/140710 weeks
142-1.80812 -.82099 (142*2π)/140710 weeks
143.20521 -5.8351 (143*2π)/140710 weeks
1447.72879 -.64021 (144*2π)/140710 weeks
1453.05591 4.77185 (145*2π)/140710 weeks
146-2.09858 1.9168 (146*2π)/140710 weeks
147.44197 -1.37251 (147*2π)/140710 weeks
1481.96042 -2.00038 (148*2π)/140710 weeks
1495.85195 .16267 (149*2π)/14079 weeks
1503.82565 3.16656 (150*2π)/14079 weeks
1512.56504 2.52033 (151*2π)/14079 weeks
1523.65919 4.85665 (152*2π)/14079 weeks
153-.58885 5.46437 (153*2π)/14079 weeks
154-2.65127 2.92954 (154*2π)/14079 weeks
155-.45525 -.09377 (155*2π)/14079 weeks
156.46354 .80315 (156*2π)/14079 weeks
1573.08827 2.0889 (157*2π)/14079 weeks
158-1.61283 4.97904 (158*2π)/14079 weeks
159-4.57898 .6924 (159*2π)/14079 weeks
160-1.27063 -3.55334 (160*2π)/14079 weeks
1611.0521 -3.35772 (161*2π)/14079 weeks
1626.13918 -3.25148 (162*2π)/14079 weeks
1635.85097 2.81631 (163*2π)/14079 weeks
1643.29925 1.51905 (164*2π)/14079 weeks
1657.51543 3.30736 (165*2π)/14079 weeks
1663.08521 9.61097 (166*2π)/14078 weeks
167-1.31976 6.49415 (167*2π)/14078 weeks
168-2.03836 4.90696 (168*2π)/14078 weeks
169-2.59006 3.9557 (169*2π)/14078 weeks
170-1.56859 1.85433 (170*2π)/14078 weeks
171-1.37789 4.57399 (171*2π)/14078 weeks
172-5.67619 2.79478 (172*2π)/14078 weeks
173-4.61608 -2.21161 (173*2π)/14078 weeks
174-1.60139 -2.79291 (174*2π)/14078 weeks
175.17409 -3.5544 (175*2π)/14078 weeks
1764.49959 -1.79564 (176*2π)/14078 weeks
1772.22775 2.57602 (177*2π)/14078 weeks
1781.10758 .37531 (178*2π)/14078 weeks
1793.14808 1.13785 (179*2π)/14078 weeks
1801.86781 2.84394 (180*2π)/14078 weeks
1811.48595 3.02869 (181*2π)/14078 weeks
182-.07706 4.13382 (182*2π)/14078 weeks
183-2.22737 1.9125 (183*2π)/14078 weeks
1841.16095 -.36808 (184*2π)/14078 weeks
1852.56315 2.91265 (185*2π)/14078 weeks
186.08798 5.30629 (186*2π)/14078 weeks
187-2.83837 4.07941 (187*2π)/14078 weeks
188-4.1606 1.07393 (188*2π)/14077 weeks
189-2.09581 -.97102 (189*2π)/14077 weeks
190-.97671 -.38373 (190*2π)/14077 weeks
191-1.05336 -1.52169 (191*2π)/14077 weeks
1921.29205 -.93785 (192*2π)/14077 weeks
1931.59763 -.01576 (193*2π)/14077 weeks
1941.82837 1.76431 (194*2π)/14077 weeks
195-.65599 1.30083 (195*2π)/14077 weeks
196.03835 -.77033 (196*2π)/14077 weeks
1973.7957 1.17177 (197*2π)/14077 weeks
198.59474 2.31892 (198*2π)/14077 weeks
1991.58335 4.04907 (199*2π)/14077 weeks
200-1.62329 3.97987 (200*2π)/14077 weeks
201-3.27975 .69008 (201*2π)/14077 weeks
202-.46325 .55012 (202*2π)/14077 weeks
203-1.80251 1.25556 (203*2π)/14077 weeks
204-3.25164 -.66554 (204*2π)/14077 weeks
205-.03324 -3.32347 (205*2π)/14077 weeks
2063.15499 -2.21681 (206*2π)/14077 weeks
2073.41372 2.30553 (207*2π)/14077 weeks
208.14912 2.45573 (208*2π)/14077 weeks
209-.75815 1.18307 (209*2π)/14077 weeks
210.30876 -.45735 (210*2π)/14077 weeks
2112.51285 1.14023 (211*2π)/14077 weeks
212.05779 4.49151 (212*2π)/14077 weeks
213-3.10493 2.15286 (213*2π)/14077 weeks
214-2.45813 -.30088 (214*2π)/14077 weeks
215-1.2591 -1.13064 (215*2π)/14077 weeks
216-.10614 -1.59313 (216*2π)/14077 weeks
217-.10064 .00782 (217*2π)/14076 weeks
218-.93515 -3.14423 (218*2π)/14076 weeks
2193.6609 -3.07195 (219*2π)/14076 weeks
2204.36023 .99335 (220*2π)/14076 weeks
2211.36644 1.97496 (221*2π)/14076 weeks
222.45169 1.17636 (222*2π)/14076 weeks
2231.10938 -1.14138 (223*2π)/14076 weeks
2245.00708 -.23085 (224*2π)/14076 weeks
2254.76069 4.32556 (225*2π)/14076 weeks
226.31027 5.78906 (226*2π)/14076 weeks
227-1.63837 4.00654 (227*2π)/14076 weeks
228-2.85894 1.24895 (228*2π)/14076 weeks
229-1.42484 -.41639 (229*2π)/14076 weeks
2301.64906 -.82198 (230*2π)/14076 weeks
2312.47971 3.03831 (231*2π)/14076 weeks
232-1.11186 3.59369 (232*2π)/14076 weeks
233-2.90548 2.64673 (233*2π)/14076 weeks
234-3.47714 -.58048 (234*2π)/14076 weeks
235-1.53713 -2.44187 (235*2π)/14076 weeks
236.12275 -2.29187 (236*2π)/14076 weeks
2371.55434 -2.28394 (237*2π)/14076 weeks
2384.52387 -1.45418 (238*2π)/14076 weeks
2394.23084 2.66823 (239*2π)/14076 weeks
240.82231 4.66647 (240*2π)/14076 weeks
241-2.16838 2.81513 (241*2π)/14076 weeks
242-1.49515 -1.26691 (242*2π)/14076 weeks
2431.70833 -1.15069 (243*2π)/14076 weeks
2442.7261 1.55484 (244*2π)/14076 weeks
2451.17445 3.03637 (245*2π)/14076 weeks
246-.44878 2.23425 (246*2π)/14076 weeks
247-1.0252 1.4713 (247*2π)/14076 weeks
248-1.07322 1.26149 (248*2π)/14076 weeks
249-.48361 -.13261 (249*2π)/14076 weeks
250-.73359 .34756 (250*2π)/14076 weeks
251.6466 -1.41144 (251*2π)/14076 weeks
2522.30727 1.06036 (252*2π)/14076 weeks
253.44794 2.43812 (253*2π)/14076 weeks
254-.91002 .929 (254*2π)/14076 weeks
255-.89367 -.33678 (255*2π)/14076 weeks
2561.48775 -1.22786 (256*2π)/14075 weeks
2573.48097 1.49804 (257*2π)/14075 weeks
258.37887 3.95305 (258*2π)/14075 weeks
259-.78028 1.95784 (259*2π)/14075 weeks
260-1.0312 1.14701 (260*2π)/14075 weeks
261.44972 1.04467 (261*2π)/14075 weeks
262-.45039 2.55552 (262*2π)/14075 weeks
263-3.23428 2.53205 (263*2π)/14075 weeks
264-3.72168 -1.92226 (264*2π)/14075 weeks
265-.04935 -3.89022 (265*2π)/14075 weeks
2663.24801 -1.16091 (266*2π)/14075 weeks
2671.90787 1.35124 (267*2π)/14075 weeks
268.01661 .23436 (268*2π)/14075 weeks
2692.45993 -.16723 (269*2π)/14075 weeks
2702.61944 2.8485 (270*2π)/14075 weeks
271.09592 4.48931 (271*2π)/14075 weeks
272-2.98603 3.63315 (272*2π)/14075 weeks
273-4.57318 -1.16008 (273*2π)/14075 weeks
274.83793 -3.85605 (274*2π)/14075 weeks
2753.85326 1.22155 (275*2π)/14075 weeks
276-1.10255 3.48537 (276*2π)/14075 weeks
277-2.62255 .54351 (277*2π)/14075 weeks
278-1.75671 -1.35029 (278*2π)/14075 weeks
2791.37511 -2.27226 (279*2π)/14075 weeks
2801.72473 1.79487 (280*2π)/14075 weeks
281-1.75002 1.18776 (281*2π)/14075 weeks
282-.62779 -1.96939 (282*2π)/14075 weeks
2831.9629 -.51919 (283*2π)/14075 weeks
284.6502 .99171 (284*2π)/14075 weeks
285-.80689 1.17094 (285*2π)/14075 weeks
286-1.02527 -.80712 (286*2π)/14075 weeks
287.91299 -1.19454 (287*2π)/14075 weeks
2881.71157 -.21316 (288*2π)/14075 weeks
2891.41012 1.62345 (289*2π)/14075 weeks
290-1.80684 1.23292 (290*2π)/14075 weeks
291-.60362 -1.71864 (291*2π)/14075 weeks
2921.21031 -.8822 (292*2π)/14075 weeks
2931.10409 .25092 (293*2π)/14075 weeks
294.21537 .10056 (294*2π)/14075 weeks
295.56131 -.64986 (295*2π)/14075 weeks
2961.93025 -1.19953 (296*2π)/14075 weeks
2972.5777 1.15112 (297*2π)/14075 weeks
298.64269 2.14987 (298*2π)/14075 weeks
299-.37667 -.03293 (299*2π)/14075 weeks
3001.27107 -.78318 (300*2π)/14075 weeks
3013.16388 1.40797 (301*2π)/14075 weeks
302.45954 3.88613 (302*2π)/14075 weeks
303-2.26894 1.51199 (303*2π)/14075 weeks
304-1.38857 -.30163 (304*2π)/14075 weeks
305-.64458 -1.37464 (305*2π)/14075 weeks
3062.30811 -1.29084 (306*2π)/14075 weeks
3071.69492 2.44142 (307*2π)/14075 weeks
308-2.87177 .98665 (308*2π)/14075 weeks
309-.44825 -2.3077 (309*2π)/14075 weeks
3101.28057 -1.70757 (310*2π)/14075 weeks
3111.79199 -.65806 (311*2π)/14075 weeks
3121.95379 -.40162 (312*2π)/14075 weeks
3132.10224 -.42489 (313*2π)/14074 weeks
3143.07181 -.25746 (314*2π)/14074 weeks
3154.23295 2.42317 (315*2π)/14074 weeks
316.74599 4.22066 (316*2π)/14074 weeks
317-1.20939 1.75224 (317*2π)/14074 weeks
318.23142 .60482 (318*2π)/14074 weeks
319.931 .51957 (319*2π)/14074 weeks
3201.68393 .9713 (320*2π)/14074 weeks
3211.40575 3.46447 (321*2π)/14074 weeks
322-1.03034 2.44019 (322*2π)/14074 weeks
323-.2678 2.41817 (323*2π)/14074 weeks
324-2.37293 2.07033 (324*2π)/14074 weeks
325-2.09136 .20757 (325*2π)/14074 weeks
326-1.89068 -.58378 (326*2π)/14074 weeks
327-.36055 -2.45444 (327*2π)/14074 weeks
3281.86743 -1.6892 (328*2π)/14074 weeks
3292.89002 .88216 (329*2π)/14074 weeks
330.86853 2.65408 (330*2π)/14074 weeks
331-1.03709 1.85536 (331*2π)/14074 weeks
332-.82001 -.14602 (332*2π)/14074 weeks
333.54765 .04366 (333*2π)/14074 weeks
334.7185 1.32391 (334*2π)/14074 weeks
335-.8599 1.54433 (335*2π)/14074 weeks
336-1.04752 -.56582 (336*2π)/14074 weeks
3371.00821 .03891 (337*2π)/14074 weeks
338.00843 2.12312 (338*2π)/14074 weeks
339-2.20705 1.29505 (339*2π)/14074 weeks
340-3.45937 -2.00796 (340*2π)/14074 weeks
3411.14219 -3.78717 (341*2π)/14074 weeks
3423.31249 -.10482 (342*2π)/14074 weeks
343.03413 1.50002 (343*2π)/14074 weeks
344-.72931 -.47763 (344*2π)/14074 weeks
345-.71051 -1.28225 (345*2π)/14074 weeks
3462.11478 -3.38726 (346*2π)/14074 weeks
3474.85681 .00744 (347*2π)/14074 weeks
3482.61308 3.58652 (348*2π)/14074 weeks
349.27964 1.9853 (349*2π)/14074 weeks
350.39659 2.03645 (350*2π)/14074 weeks
351-1.2419 2.44778 (351*2π)/14074 weeks
352-2.12333 .25135 (352*2π)/14074 weeks
353-1.38744 -1.14081 (353*2π)/14074 weeks
354.6769 -2.91549 (354*2π)/14074 weeks
3553.59211 -.92323 (355*2π)/14074 weeks
3562.27574 3.1392 (356*2π)/14074 weeks
357-.46989 1.37392 (357*2π)/14074 weeks
358.54746 1.13929 (358*2π)/14074 weeks
359-.37253 1.04811 (359*2π)/14074 weeks
360.25445 .61981 (360*2π)/14074 weeks
361.6422 2.21071 (361*2π)/14074 weeks
362-2.37855 1.62486 (362*2π)/14074 weeks
363-1.62305 -.4264 (363*2π)/14074 weeks
364-1.25845 -.21873 (364*2π)/14074 weeks
365-1.64904 -1.0288 (365*2π)/14074 weeks
366-.75297 -1.96275 (366*2π)/14074 weeks
367.18761 -2.14444 (367*2π)/14074 weeks
3681.97375 -2.39643 (368*2π)/14074 weeks
3692.37996 .65685 (369*2π)/14074 weeks
370-.12082 .85283 (370*2π)/14074 weeks
371-.62371 -.98612 (371*2π)/14074 weeks
372.3577 -3.23312 (372*2π)/14074 weeks
3734.28617 -2.37155 (373*2π)/14074 weeks
3744.13385 1.28821 (374*2π)/14074 weeks
3752.48526 3.40312 (375*2π)/14074 weeks
376-.44087 2.17444 (376*2π)/14074 weeks
377-1.09336 1.11421 (377*2π)/14074 weeks
378-.64694 -.77782 (378*2π)/14074 weeks
379.72623 -1.38029 (379*2π)/14074 weeks
3802.39246 -.12034 (380*2π)/14074 weeks
3811.96979 .33069 (381*2π)/14074 weeks
3821.7133 1.52861 (382*2π)/14074 weeks
383.47233 2.57392 (383*2π)/14074 weeks
384-1.9563 .13431 (384*2π)/14074 weeks
385-.03638 -.99222 (385*2π)/14074 weeks
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