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Fourier Analysis of XOMA (XOMA Corporation)


XOMA (XOMA Corporation) appears to have interesting cyclic behaviour every 180 weeks (417.7335*sine), 128 weeks (264.5575*sine), and 150 weeks (256.2166*sine).

XOMA (XOMA Corporation) has an average price of 1,679.74 (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 6/6/1986 to 10/19/2020 for XOMA (XOMA Corporation), this program was able to calculate the following Fourier Series:
Sequence #Cosine Coefficients Sine Coefficients FrequenciesPeriod
01,679.737   0 
1748.9141 1,639.987 (1*2π)/17951,795 weeks
2607.0915 1,178.756 (2*2π)/1795898 weeks
3-444.3871 1,136.122 (3*2π)/1795598 weeks
4-499.1049 129.5633 (4*2π)/1795449 weeks
5-104.9053 52.03815 (5*2π)/1795359 weeks
6222.2482 -205.716 (6*2π)/1795299 weeks
7356.1183 338.7881 (7*2π)/1795256 weeks
863.51145 388.4076 (8*2π)/1795224 weeks
926.20452 185.9294 (9*2π)/1795199 weeks
1014.74601 417.7335 (10*2π)/1795180 weeks
11-109.3382 64.38045 (11*2π)/1795163 weeks
1250.73584 256.2166 (12*2π)/1795150 weeks
13-62.88298 147.8118 (13*2π)/1795138 weeks
1410.26565 264.5575 (14*2π)/1795128 weeks
15-218.2209 177.06 (15*2π)/1795120 weeks
16-103.4524 125.3355 (16*2π)/1795112 weeks
17-199.8141 -6.3504 (17*2π)/1795106 weeks
18-25.32453 32.89601 (18*2π)/1795100 weeks
19-99.12043 18.55708 (19*2π)/179594 weeks
20-46.66716 -.6546 (20*2π)/179590 weeks
21-23.68223 8.23353 (21*2π)/179585 weeks
22-47.97474 51.14796 (22*2π)/179582 weeks
23-64.76715 -28.34665 (23*2π)/179578 weeks
24-19.19934 24.69802 (24*2π)/179575 weeks
25-88.37843 -9.19753 (25*2π)/179572 weeks
26-54.0655 -101.2287 (26*2π)/179569 weeks
2723.9883 -106.9067 (27*2π)/179566 weeks
2874.63857 -59.12339 (28*2π)/179564 weeks
2996.83266 -35.62988 (29*2π)/179562 weeks
3070.20385 40.45644 (30*2π)/179560 weeks
3143.84563 .86123 (31*2π)/179558 weeks
3224.97116 27.45409 (32*2π)/179556 weeks
3326.87908 -58.16415 (33*2π)/179554 weeks
34105.1025 -18.72466 (34*2π)/179553 weeks
35118.3335 -7.23934 (35*2π)/179551 weeks
36141.946 87.61526 (36*2π)/179550 weeks
3761.36856 115.4699 (37*2π)/179549 weeks
385.41792 117.3476 (38*2π)/179547 weeks
39-70.29588 32.84939 (39*2π)/179546 weeks
4026.14909 -44.21319 (40*2π)/179545 weeks
4176.59468 -36.15525 (41*2π)/179544 weeks
42143.2004 47.53342 (42*2π)/179543 weeks
4397.21137 119.5784 (43*2π)/179542 weeks
445.35233 121.4167 (44*2π)/179541 weeks
451.17279 84.03942 (45*2π)/179540 weeks
46-21.87757 76.62767 (46*2π)/179539 weeks
47-45.04026 -32.74098 (47*2π)/179538 weeks
48125.6539 21.02342 (48*2π)/179537 weeks
498.11906 79.00294 (49*2π)/179537 weeks
5096.9911 64.4755 (50*2π)/179536 weeks
51-26.90887 146.7535 (51*2π)/179535 weeks
5210.54774 21.75909 (52*2π)/179535 weeks
53-23.20987 155.0124 (53*2π)/179534 weeks
54-82.29333 -27.44014 (54*2π)/179533 weeks
5556.42432 68.44292 (55*2π)/179533 weeks
56-89.04122 51.53919 (56*2π)/179532 weeks
5744.80872 -37.13877 (57*2π)/179531 weeks
58-.90858 98.44785 (58*2π)/179531 weeks
59-17.81055 -3.7598 (59*2π)/179530 weeks
6028.22894 53.13225 (60*2π)/179530 weeks
61-4.78374 56.7772 (61*2π)/179529 weeks
62-15.19162 55.5726 (62*2π)/179529 weeks
63-26.63512 52.54514 (63*2π)/179528 weeks
64-42.44448 36.36327 (64*2π)/179528 weeks
65-37.12994 5.69968 (65*2π)/179528 weeks
66-9.99646 21.27848 (66*2π)/179527 weeks
67-23.66811 -4.25016 (67*2π)/179527 weeks
6822.28381 39.62558 (68*2π)/179526 weeks
69-61.86305 47.51565 (69*2π)/179526 weeks
70-31.90154 -14.63906 (70*2π)/179526 weeks
71-44.72373 14.4217 (71*2π)/179525 weeks
72-23.59556 -60.21302 (72*2π)/179525 weeks
737.62842 -10.11142 (73*2π)/179525 weeks
742.81817 -30.75257 (74*2π)/179524 weeks
7525.95437 -16.27762 (75*2π)/179524 weeks
765.9269 3.6812 (76*2π)/179524 weeks
7733.85476 -45.04125 (77*2π)/179523 weeks
7844.23038 20.00501 (78*2π)/179523 weeks
7928.52583 -7.4793 (79*2π)/179523 weeks
8046.63317 32.10088 (80*2π)/179522 weeks
81-1.21213 10.14369 (81*2π)/179522 weeks
8250.50804 9.1274 (82*2π)/179522 weeks
8322.24109 18.293 (83*2π)/179522 weeks
8432.45769 20.35469 (84*2π)/179521 weeks
8549.73735 29.13574 (85*2π)/179521 weeks
8618.64918 45.80203 (86*2π)/179521 weeks
8729.94185 47.46232 (87*2π)/179521 weeks
88-3.07525 54.71979 (88*2π)/179520 weeks
89.78304 21.86206 (89*2π)/179520 weeks
902.94258 51.25371 (90*2π)/179520 weeks
91-8.96906 13.4206 (91*2π)/179520 weeks
928.86703 36.41041 (92*2π)/179520 weeks
93-2.34135 17.28136 (93*2π)/179519 weeks
9411.40998 39.44055 (94*2π)/179519 weeks
95-16.89286 34.16267 (95*2π)/179519 weeks
961.08741 24.72352 (96*2π)/179519 weeks
97-11.90679 38.07624 (97*2π)/179519 weeks
98-30.47071 29.41787 (98*2π)/179518 weeks
99-31.91905 -4.62346 (99*2π)/179518 weeks
100-.39032 -6.49627 (100*2π)/179518 weeks
101-5.22061 12.06025 (101*2π)/179518 weeks
102-9.86076 -11.49792 (102*2π)/179518 weeks
10334.47187 3.47755 (103*2π)/179517 weeks
104-15.21026 33.78806 (104*2π)/179517 weeks
105-1.11425 -3.54346 (105*2π)/179517 weeks
106-12.1056 11.18203 (106*2π)/179517 weeks
1074.20097 -29.78385 (107*2π)/179517 weeks
10838.89658 24.91718 (108*2π)/179517 weeks
109-13.33539 4.65825 (109*2π)/179516 weeks
11030.12213 8.29567 (110*2π)/179516 weeks
111-1.76104 30.22507 (111*2π)/179516 weeks
112-8.36492 -1.83474 (112*2π)/179516 weeks
1137.06868 7.80912 (113*2π)/179516 weeks
1143.25965 -15.91712 (114*2π)/179516 weeks
11537.87387 6.11802 (115*2π)/179516 weeks
11618.81054 23.94641 (116*2π)/179515 weeks
11719.12161 15.65055 (117*2π)/179515 weeks
11810.24738 48.50891 (118*2π)/179515 weeks
119-28.11174 3.36525 (119*2π)/179515 weeks
12013.87723 6.13225 (120*2π)/179515 weeks
121-.17863 6.3291 (121*2π)/179515 weeks
12219.33375 3.16345 (122*2π)/179515 weeks
1232.25228 26.84303 (123*2π)/179515 weeks
1247.27097 -10.24909 (124*2π)/179514 weeks
12523.22105 19.39401 (125*2π)/179514 weeks
1262.81224 18.23835 (126*2π)/179514 weeks
12716.82487 10.33669 (127*2π)/179514 weeks
1283.52974 34.13964 (128*2π)/179514 weeks
129-14.91743 5.12874 (129*2π)/179514 weeks
1306.08111 -3.80098 (130*2π)/179514 weeks
13115.0005 -3.89255 (131*2π)/179514 weeks
13224.344 7.56648 (132*2π)/179514 weeks
13328.41013 18.22356 (133*2π)/179513 weeks
13413.23999 32.67136 (134*2π)/179513 weeks
1355.52603 19.90164 (135*2π)/179513 weeks
136-.24089 20.8204 (136*2π)/179513 weeks
13715.56664 -3.31713 (137*2π)/179513 weeks
13832.2827 34.11569 (138*2π)/179513 weeks
139.53535 40.27766 (139*2π)/179513 weeks
1401.59504 33.58894 (140*2π)/179513 weeks
141-20.8726 34.17482 (141*2π)/179513 weeks
142-15.5437 6.364 (142*2π)/179513 weeks
143-13.57725 5.6737 (143*2π)/179513 weeks
1448.75504 -2.24155 (144*2π)/179512 weeks
1453.61392 18.52242 (145*2π)/179512 weeks
146-.18039 9.10442 (146*2π)/179512 weeks
147.77993 13.26505 (147*2π)/179512 weeks
1482.63838 13.33076 (148*2π)/179512 weeks
149-14.39376 5.30817 (149*2π)/179512 weeks
15021.45974 1.27202 (150*2π)/179512 weeks
151-3.6999 24.09723 (151*2π)/179512 weeks
152-3.83739 3.88408 (152*2π)/179512 weeks
1534.6192 10.14415 (153*2π)/179512 weeks
154-1.75638 6.13222 (154*2π)/179512 weeks
1553.91966 11.05759 (155*2π)/179512 weeks
156-4.67948 3.57376 (156*2π)/179512 weeks
15711.16299 -1.13438 (157*2π)/179511 weeks
1588.43301 18.32808 (158*2π)/179511 weeks
159-6.87703 1.36941 (159*2π)/179511 weeks
16011.94271 9.10768 (160*2π)/179511 weeks
1613.57187 3.28265 (161*2π)/179511 weeks
16211.33669 15.89533 (162*2π)/179511 weeks
163-3.78575 10.05057 (163*2π)/179511 weeks
164.43311 5.57212 (164*2π)/179511 weeks
165-3.85771 .59405 (165*2π)/179511 weeks
16615.59519 -8.19416 (166*2π)/179511 weeks
16717.19965 9.19682 (167*2π)/179511 weeks
16815.6188 17.73627 (168*2π)/179511 weeks
169-.5286 18.28658 (169*2π)/179511 weeks
170-11.17287 8.40667 (170*2π)/179511 weeks
1712.6797 -15.45166 (171*2π)/179510 weeks
17216.64253 -4.36417 (172*2π)/179510 weeks
17327.83026 -4.38553 (173*2π)/179510 weeks
17434.87879 24.34004 (174*2π)/179510 weeks
1758.38215 24.21987 (175*2π)/179510 weeks
17617.38325 30.24223 (176*2π)/179510 weeks
177-19.31598 22.67488 (177*2π)/179510 weeks
1782.97025 1.84695 (178*2π)/179510 weeks
179-.45305 8.44327 (179*2π)/179510 weeks
18010.97833 -3.19791 (180*2π)/179510 weeks
18112.74002 12.65799 (181*2π)/179510 weeks
18216.55205 -1.6813 (182*2π)/179510 weeks
18327.50359 21.87597 (183*2π)/179510 weeks
1849.7972 25.13765 (184*2π)/179510 weeks
18516.32701 26.45002 (185*2π)/179510 weeks
186-6.01844 40.15276 (186*2π)/179510 weeks
187-18.72415 9.93145 (187*2π)/179510 weeks
188-4.48095 4.06501 (188*2π)/179510 weeks
1894.93401 -8.09428 (189*2π)/17959 weeks
19029.51979 9.92678 (190*2π)/17959 weeks
19116.66058 30.88063 (191*2π)/17959 weeks
192.70718 34.89423 (192*2π)/17959 weeks
193-17.18428 24.84965 (193*2π)/17959 weeks
194-11.34314 3.23012 (194*2π)/17959 weeks
195-.65246 -.00211 (195*2π)/17959 weeks
19616.53108 6.14763 (196*2π)/17959 weeks
1979.40004 18.96553 (197*2π)/17959 weeks
1986.8374 27.59398 (198*2π)/17959 weeks
199-12.23784 25.48149 (199*2π)/17959 weeks
200-11.37761 11.7085 (200*2π)/17959 weeks
201-10.64917 2.73404 (201*2π)/17959 weeks
2026.2341 1.9967 (202*2π)/17959 weeks
2031.71226 18.43808 (203*2π)/17959 weeks
204-5.58882 6.77087 (204*2π)/17959 weeks
205.5787 14.92756 (205*2π)/17959 weeks
206-13.59822 5.96248 (206*2π)/17959 weeks
2076.06505 -4.70301 (207*2π)/17959 weeks
2083.82867 17.19193 (208*2π)/17959 weeks
209-1.60477 -1.95673 (209*2π)/17959 weeks
2107.83833 18.88602 (210*2π)/17959 weeks
211-12.51453 6.48502 (211*2π)/17959 weeks
2127.39955 -3.72896 (212*2π)/17958 weeks
2135.19796 15.2871 (213*2π)/17958 weeks
2142.27083 6.68493 (214*2π)/17958 weeks
215-1.24401 13.11283 (215*2π)/17958 weeks
216-4.62125 6.24402 (216*2π)/17958 weeks
2171.40804 3.69101 (217*2π)/17958 weeks
218-2.31636 .22996 (218*2π)/17958 weeks
21915.18606 2.25882 (219*2π)/17958 weeks
2205.69278 16.08851 (220*2π)/17958 weeks
2212.95587 10.42158 (221*2π)/17958 weeks
2221.76458 15.84441 (222*2π)/17958 weeks
223-6.31349 6.31524 (223*2π)/17958 weeks
2243.21487 10.62452 (224*2π)/17958 weeks
225-5.21707 5.40688 (225*2π)/17958 weeks
2262.23758 11.43378 (226*2π)/17958 weeks
227-9.45287 3.46091 (227*2π)/17958 weeks
2285.30189 -1.76366 (228*2π)/17958 weeks
229-3.75519 8.17164 (229*2π)/17958 weeks
2304.45529 -8.078 (230*2π)/17958 weeks
2319.11021 7.9706 (231*2π)/17958 weeks
2324.71987 .18162 (232*2π)/17958 weeks
23316.50885 6.29068 (233*2π)/17958 weeks
2344.88561 8.46938 (234*2π)/17958 weeks
23520.21053 10.64604 (235*2π)/17958 weeks
2366.97686 25.67489 (236*2π)/17958 weeks
237-1.21899 19.627 (237*2π)/17958 weeks
238-6.53104 20.91348 (238*2π)/17958 weeks
239-11.52527 6.26997 (239*2π)/17958 weeks
240-4.49043 .2756 (240*2π)/17957 weeks
24110.21251 -.83997 (241*2π)/17957 weeks
24213.98867 13.59599 (242*2π)/17957 weeks
24311.52471 23.55893 (243*2π)/17957 weeks
244-5.39653 42.01588 (244*2π)/17957 weeks
245-39.30806 17.0068 (245*2π)/17957 weeks
246-15.40277 -6.67126 (246*2π)/17957 weeks
247-17.03812 -7.11602 (247*2π)/17957 weeks
24811.81771 -12.11478 (248*2π)/17957 weeks
2492.30463 18.86758 (249*2π)/17957 weeks
250-9.5686 4.2007 (250*2π)/17957 weeks
251-10.27821 10.39371 (251*2π)/17957 weeks
252-18.46698 -7.82 (252*2π)/17957 weeks
253-1.67298 -11.39036 (253*2π)/17957 weeks
254-.23289 -10.23277 (254*2π)/17957 weeks
2559.45918 -6.41415 (255*2π)/17957 weeks
2565.11799 4.98819 (256*2π)/17957 weeks
257-3.82188 -6.13174 (257*2π)/17957 weeks
2588.83151 -5.88037 (258*2π)/17957 weeks
2599.80891 -1.11485 (259*2π)/17957 weeks
2609.89219 -4.59889 (260*2π)/17957 weeks
26114.75954 11.83851 (261*2π)/17957 weeks
2622.19851 1.65747 (262*2π)/17957 weeks
2639.50594 9.20416 (263*2π)/17957 weeks
264-4.22869 7.06245 (264*2π)/17957 weeks
2659.19275 -8.87266 (265*2π)/17957 weeks
2666.82873 11.75057 (266*2π)/17957 weeks
2679.79915 -4.8231 (267*2π)/17957 weeks
26812.08186 14.55101 (268*2π)/17957 weeks
2691.75832 6.63983 (269*2π)/17957 weeks
2709.79141 11.05965 (270*2π)/17957 weeks
271-7.92239 9.77732 (271*2π)/17957 weeks
2724.68342 -2.45908 (272*2π)/17957 weeks
2735.74528 5.37392 (273*2π)/17957 weeks
2745.38626 .27554 (274*2π)/17957 weeks
27513.349 8.18511 (275*2π)/17957 weeks
2764.28218 7.05108 (276*2π)/17957 weeks
27712.40754 15.24704 (277*2π)/17956 weeks
278-5.55259 18.68034 (278*2π)/17956 weeks
279-3.2362 4.19711 (279*2π)/17956 weeks
280-4.80455 9.26601 (280*2π)/17956 weeks
281-7.51477 -3.06255 (281*2π)/17956 weeks
2826.38132 -7.40371 (282*2π)/17956 weeks
28310.16863 3.97022 (283*2π)/17956 weeks
28410.21956 4.62009 (284*2π)/17956 weeks
2859.68471 13.00449 (285*2π)/17956 weeks
286-5.89817 10.13175 (286*2π)/17956 weeks
2878.47475 -.59934 (287*2π)/17956 weeks
2884.3731 9.95388 (288*2π)/17956 weeks
2899.35986 10.57006 (289*2π)/17956 weeks
290-4.0161 16.92156 (290*2π)/17956 weeks
291-1.13458 5.76717 (291*2π)/17956 weeks
292-7.98058 11.95038 (292*2π)/17956 weeks
293-2.16705 -3.88551 (293*2π)/17956 weeks
294-1.51396 6.4569 (294*2π)/17956 weeks
2951.50623 -4.30597 (295*2π)/17956 weeks
2968.20129 10.21635 (296*2π)/17956 weeks
297-7.50651 7.65565 (297*2π)/17956 weeks
2984.98737 1.90665 (298*2π)/17956 weeks
299-8.35822 9.38446 (299*2π)/17956 weeks
300-1.28473 -4.34885 (300*2π)/17956 weeks
301-3.33693 7.27545 (301*2π)/17956 weeks
302-8.75331 -8.72292 (302*2π)/17956 weeks
3034.27856 -1.50501 (303*2π)/17956 weeks
304-2.23933 -11.05672 (304*2π)/17956 weeks
30512.99664 -5.62934 (305*2π)/17956 weeks
3064.73442 .80784 (306*2π)/17956 weeks
3079.51802 -7.27858 (307*2π)/17956 weeks
30812.84752 5.94142 (308*2π)/17956 weeks
3093.6036 -.36556 (309*2π)/17956 weeks
31013.5746 -1.66625 (310*2π)/17956 weeks
31111.09872 7.6602 (311*2π)/17956 weeks
3127.7286 5.64125 (312*2π)/17956 weeks
3136.01861 4.89452 (313*2π)/17956 weeks
3146.84454 5.36563 (314*2π)/17956 weeks
3153.36757 -.61448 (315*2π)/17956 weeks
31617.21803 -.34334 (316*2π)/17956 weeks
31714.60206 10.33523 (317*2π)/17956 weeks
31814.66253 18.30887 (318*2π)/17956 weeks
319-3.56356 17.53486 (319*2π)/17956 weeks
320-1.08181 6.91429 (320*2π)/17956 weeks
321-.70071 7.16835 (321*2π)/17956 weeks
3222.08713 -.94615 (322*2π)/17956 weeks
3238.95529 8.11911 (323*2π)/17956 weeks
3247.16988 10.03578 (324*2π)/17956 weeks
325-4.68193 17.96335 (325*2π)/17956 weeks
326-9.47754 -3.9709 (326*2π)/17956 weeks
3278.0943 1.46902 (327*2π)/17955 weeks
328-4.49348 -.04159 (328*2π)/17955 weeks
32916.06184 -1.34493 (329*2π)/17955 weeks
3302.29019 12.6507 (330*2π)/17955 weeks
3316.36731 4.19143 (331*2π)/17955 weeks
332-5.62425 14.03921 (332*2π)/17955 weeks
333-.37333 -11.46011 (333*2π)/17955 weeks
3348.46188 7.77489 (334*2π)/17955 weeks
3351.17791 -3.84037 (335*2π)/17955 weeks
33613.71109 5.4563 (336*2π)/17955 weeks
3372.65394 2.49122 (337*2π)/17955 weeks
33814.58153 6.75126 (338*2π)/17955 weeks
3392.71929 12.87447 (339*2π)/17955 weeks
3402.87801 3.22919 (340*2π)/17955 weeks
3416.37271 12.51272 (341*2π)/17955 weeks
342-4.85815 7.38208 (342*2π)/17955 weeks
343-.36725 -.58607 (343*2π)/17955 weeks
3448.06963 3.41512 (344*2π)/17955 weeks
345.03272 4.00987 (345*2π)/17955 weeks
3467.14861 .68982 (346*2π)/17955 weeks
3474.00535 6.30564 (347*2π)/17955 weeks
3488.74898 -.31501 (348*2π)/17955 weeks
3497.58765 15.77852 (349*2π)/17955 weeks
350-2.33039 1.84826 (350*2π)/17955 weeks
3517.8533 5.32779 (351*2π)/17955 weeks
352.22696 5.46879 (352*2π)/17955 weeks
3537.53111 4.02804 (353*2π)/17955 weeks
354-2.32609 7.90505 (354*2π)/17955 weeks
3555.13134 -7.18959 (355*2π)/17955 weeks
35614.45942 10.39221 (356*2π)/17955 weeks
357.14426 -1.64025 (357*2π)/17955 weeks
35822.19084 11.15904 (358*2π)/17955 weeks
359-3.90309 14.52175 (359*2π)/17955 weeks
3609.91927 4.29055 (360*2π)/17955 weeks
361-.28216 15.06932 (361*2π)/17955 weeks
3623.59242 -3.43571 (362*2π)/17955 weeks
36315.31431 15.33712 (363*2π)/17955 weeks
364-2.57665 13.35734 (364*2π)/17955 weeks
3659.50015 7.59636 (365*2π)/17955 weeks
366-3.42235 21.5631 (366*2π)/17955 weeks
367-3.47567 1.74229 (367*2π)/17955 weeks
3682.00209 11.55846 (368*2π)/17955 weeks
369-.50932 6.29032 (369*2π)/17955 weeks
3706.08627 12.67506 (370*2π)/17955 weeks
371-8.21187 15.36117 (371*2π)/17955 weeks
372-4.02558 5.71353 (372*2π)/17955 weeks
373-7.75408 8.73831 (373*2π)/17955 weeks
374-4.08875 1.73548 (374*2π)/17955 weeks
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540<