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|
Note:
In both F'casts, Ft is the forecast obtain at time period t-1 |
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Note This block can be
copied for carrying out the H-W forecast |
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|
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Note This block can be
copied for carrying out the H-W forecast |
|
|
Just put the new data in
the left-hand column |
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Just put the new data in
the left-hand column |
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Holt-Winter's Forecast,
Multiplicative Model |
|
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|
|
|
Holt-Winter's Forecast
Additive Model |
|
|
|
Holt'sLinExpSmthg |
|
|
|
|
|
AlphaHW |
0.808981826 |
|
|
|
|
|
|
AlphaHWA |
0.265894 |
|
|
|
|
|
AlphaLES |
1.394529 |
|
MSE(LES) |
489.293 |
|
|
BetaHW |
0.017749398 |
|
|
|
|
|
|
BetaHWA |
0.056343 |
|
|
|
|
|
Orig. Data |
BetaLES |
-0.00554 |
|
MSE |
538.3851 |
|
Orig. Data |
GammaHW |
1.03245357 |
|
|
MSE(HW) |
90.37307 |
|
Orig. Data |
GammaHWA |
1.200592 |
|
|
MSE(HW) |
118.5619 |
| Month t |
Yt |
Lt |
bt |
Ft |
Et |
Et*Et |
|
Yt |
Lt |
bt |
St |
Ft |
Et |
Et*Et |
|
Yt |
Lt |
bt |
St |
Ft |
Et |
Et*Et |
| 1 |
112 |
112 |
0 |
|
|
|
|
112 |
|
|
0.884211 |
|
|
|
1 |
112 |
|
|
-14.6667 |
|
|
|
| 2 |
118 |
120.3672 |
-0.04633 |
112 |
6 |
36 |
|
118 |
|
|
0.931579 |
|
|
|
2 |
118 |
|
|
-8.66667 |
|
|
|
| 3 |
132 |
136.6078 |
-0.13652 |
120.3208 |
11.67916 |
136.4028 |
|
132 |
|
|
1.042105 |
|
|
|
3 |
132 |
|
|
5.333333 |
|
|
|
| 4 |
129 |
126.0524 |
-0.07883 |
136.4712 |
-7.47124 |
55.81947 |
|
129 |
|
|
1.018421 |
|
|
|
4 |
129 |
|
|
2.333333 |
|
|
|
| 5 |
121 |
119.0378 |
-0.04042 |
125.9735 |
-4.97355 |
24.7362 |
|
121 |
|
|
0.955263 |
|
|
|
5 |
121 |
|
|
-5.66667 |
|
|
|
| 6 |
135 |
141.3135 |
-0.164 |
118.9974 |
16.00263 |
256.0842 |
|
135 |
|
|
1.065789 |
|
|
|
6 |
135 |
|
|
8.333333 |
|
|
|
| 7 |
148 |
150.7027 |
-0.2169 |
141.1495 |
6.850498 |
46.92932 |
|
148 |
|
|
1.168421 |
|
|
|
7 |
148 |
|
|
21.33333 |
|
|
|
| 8 |
148 |
147.0193 |
-0.1977 |
150.4858 |
-2.48582 |
6.179297 |
|
148 |
|
|
1.168421 |
|
|
|
8 |
148 |
|
|
21.33333 |
|
|
|
| 9 |
136 |
131.7306 |
-0.11414 |
146.8216 |
-10.8216 |
117.1063 |
|
136 |
|
|
1.073684 |
|
|
|
9 |
136 |
|
|
9.333333 |
|
|
|
| 10 |
119 |
114.0224 |
-0.01671 |
131.6164 |
-12.6164 |
159.1746 |
|
119 |
|
|
0.939474 |
|
|
|
10 |
119 |
|
|
-7.66667 |
|
|
|
| 11 |
104 |
100.0524 |
0.060559 |
114.0057 |
-10.0057 |
100.1148 |
|
104 |
|
|
0.821053 |
|
|
|
11 |
104 |
|
|
-22.6667 |
|
|
|
| 12 |
118 |
125.0569 |
-0.07757 |
100.113 |
17.887 |
319.9446 |
|
118 |
126.6666667 |
0.545454545 |
0.931579 |
|
|
|
12 |
118 |
126.666667 |
0.545455 |
-8.66667 |
|
|
|
| 13 |
115 |
111.0629 |
-0.00051 |
124.9794 |
-9.97937 |
99.58777 |
|
115 |
129.5156182 |
0.58634023 |
0.888044 |
112.4823 |
2.517703 |
6.33883 |
13 |
115 |
127.864771 |
0.582227 |
-12.5033 |
112.5455 |
2.454545 |
6.024793 |
| 14 |
126 |
131.8933 |
-0.11586 |
111.0623 |
14.93766 |
223.1335 |
|
126 |
134.2700584 |
0.660321496 |
0.938629 |
121.2002 |
4.799755 |
23.03764 |
14 |
126 |
130.100773 |
0.675405 |
-3.18489 |
119.7803 |
6.219669 |
38.68428 |
| 15 |
141 |
144.6386 |
-0.18708 |
131.7775 |
9.222522 |
85.05492 |
|
141 |
135.2318473 |
0.665672362 |
1.042672 |
140.6117 |
0.388341 |
0.150809 |
15 |
141 |
132.076531 |
0.74867 |
9.643621 |
136.1095 |
4.890489 |
23.91689 |
| 16 |
135 |
131.2711 |
-0.11409 |
144.4515 |
-9.45147 |
89.33034 |
|
135 |
133.1960218 |
0.617722401 |
1.013385 |
138.4009 |
-3.4009 |
11.56609 |
16 |
135 |
132.783048 |
0.746295 |
2.193607 |
135.1585 |
-0.15853 |
0.025133 |
| 17 |
125 |
122.5709 |
-0.06654 |
131.157 |
-6.15703 |
37.909 |
|
125 |
131.4193605 |
0.57522353 |
0.95102 |
127.8273 |
-2.82734 |
7.993851 |
17 |
125 |
132.768173 |
0.703409 |
-8.18972 |
127.8627 |
-2.86268 |
8.194916 |
| 18 |
149 |
159.4533 |
-0.27115 |
122.5043 |
26.49567 |
702.0206 |
|
149 |
138.3110212 |
0.687336489 |
1.077655 |
140.6784 |
8.321562 |
69.24839 |
18 |
149 |
135.384715 |
0.8112 |
14.6748 |
141.8049 |
7.195084 |
51.76924 |
| 19 |
170 |
174.268 |
-0.35469 |
159.1822 |
10.81784 |
117.0257 |
|
170 |
144.2544241 |
0.780628505 |
1.1788 |
162.4086 |
7.591393 |
57.62924 |
19 |
170 |
139.511817 |
0.998027 |
32.32457 |
157.5292 |
12.47075 |
155.5197 |
| 20 |
170 |
168.4561 |
-0.32447 |
173.9133 |
-3.91326 |
15.31361 |
|
170 |
145.4075425 |
0.787239977 |
1.169151 |
169.462 |
0.537991 |
0.289435 |
20 |
170 |
142.678697 |
1.120226 |
28.52244 |
161.8432 |
8.156822 |
66.53375 |
| 21 |
158 |
154.0028 |
-0.24623 |
168.1316 |
-10.1316 |
102.65 |
|
158 |
146.9730879 |
0.80105443 |
1.07507 |
156.967 |
1.03297 |
1.067028 |
21 |
158 |
145.093229 |
1.193151 |
13.62357 |
153.1323 |
4.867743 |
23.69492 |
| 22 |
133 |
124.8109 |
-0.08594 |
153.7565 |
-20.7565 |
430.8342 |
|
133 |
142.7539936 |
0.71194981 |
0.93142 |
138.8299 |
-5.82992 |
33.98794 |
22 |
133 |
144.79213 |
1.108961 |
-12.6197 |
138.6197 |
-5.61971 |
31.58118 |
| 23 |
114 |
109.7687 |
-0.00312 |
124.725 |
-10.725 |
115.0256 |
|
114 |
139.7286176 |
0.645614527 |
0.815699 |
117.7931 |
-3.79309 |
14.38753 |
23 |
114 |
143.445709 |
0.970618 |
-30.8055 |
123.2344 |
-9.23442 |
85.27458 |
| 24 |
140 |
151.9284 |
-0.2366 |
109.7656 |
30.23444 |
914.1216 |
|
140 |
148.3898293 |
0.787886553 |
0.943846 |
130.7697 |
9.230321 |
85.19882 |
24 |
140 |
145.546468 |
1.034293 |
-4.92058 |
135.7497 |
4.25034 |
18.06539 |
| 25 |
145 |
142.3599 |
-0.18493 |
151.6918 |
-6.69176 |
44.77967 |
|
145 |
160.5863213 |
0.990382433 |
0.903425 |
132.4764 |
12.52358 |
156.84 |
25 |
145 |
149.48501 |
1.197926 |
-2.8766 |
134.0774 |
10.92256 |
119.3024 |
| 26 |
150 |
153.0872 |
-0.24535 |
142.175 |
7.82502 |
61.23093 |
|
150 |
160.1455061 |
0.964979536 |
0.936584 |
151.6606 |
-1.66056 |
2.757462 |
26 |
150 |
151.348192 |
1.235409 |
-0.97976 |
147.498 |
2.501956 |
6.259783 |
| 27 |
178 |
187.9256 |
-0.43963 |
152.8418 |
25.15816 |
632.9329 |
|
178 |
168.880609 |
1.102894549 |
1.054367 |
167.9853 |
10.01467 |
100.2936 |
27 |
178 |
156.777494 |
1.471704 |
23.54514 |
162.2272 |
15.77278 |
248.7806 |
| 28 |
163 |
153.3396 |
-0.25054 |
187.486 |
-24.486 |
599.5636 |
|
163 |
162.5922243 |
0.971703792 |
1.002155 |
172.2588 |
-9.25882 |
85.7257 |
28 |
163 |
158.929141 |
1.510014 |
4.44742 |
160.4428 |
2.557195 |
6.539248 |
| 29 |
172 |
179.4609 |
-0.39658 |
153.089 |
18.91098 |
357.625 |
|
172 |
177.5548413 |
1.220034081 |
0.969289 |
155.5526 |
16.44739 |
270.5167 |
29 |
172 |
165.690719 |
1.805901 |
9.217661 |
152.2494 |
19.75056 |
390.0847 |
| 30 |
178 |
177.5801 |
-0.38836 |
179.0643 |
-1.06435 |
1.132833 |
|
178 |
167.7715525 |
1.024731722 |
1.060425 |
192.6577 |
-14.6577 |
214.8473 |
30 |
178 |
166.387463 |
1.743408 |
10.99827 |
182.1714 |
-4.17142 |
17.40076 |
| 31 |
199 |
207.604 |
-0.55677 |
177.1917 |
21.80828 |
475.6009 |
|
199 |
168.8120712 |
1.025011931 |
1.178826 |
198.977 |
0.023004 |
0.000529 |
31 |
199 |
167.743877 |
1.721604 |
31.0418 |
200.4554 |
-1.45544 |
2.118308 |
| 32 |
199 |
195.8251 |
-0.49463 |
207.0472 |
-8.04722 |
64.75782 |
|
199 |
170.1379728 |
1.030352542 |
1.169655 |
198.5652 |
0.43485 |
0.189094 |
32 |
199 |
169.734587 |
1.736766 |
29.41445 |
197.9879 |
1.012079 |
1.024303 |
| 33 |
184 |
179.5298 |
-0.40713 |
195.3305 |
-11.3305 |
128.3804 |
|
184 |
171.1547917 |
1.030112328 |
1.07505 |
184.018 |
-0.01799 |
0.000323 |
33 |
184 |
171.180219 |
1.720363 |
12.65855 |
185.0949 |
-1.09493 |
1.198865 |
| 34 |
162 |
155.2446 |
-0.2749 |
179.1227 |
-17.1227 |
293.1853 |
|
162 |
173.595091 |
1.055142298 |
0.933264 |
160.3764 |
1.623616 |
2.636128 |
34 |
162 |
173.357676 |
1.746117 |
-11.1045 |
160.2809 |
1.719082 |
2.955243 |
| 35 |
146 |
142.4612 |
-0.20564 |
154.9697 |
-8.96971 |
80.45574 |
|
146 |
178.1590879 |
1.117422354 |
0.819615 |
142.462 |
3.537989 |
12.51737 |
35 |
146 |
175.556275 |
1.771611 |
-29.3057 |
144.2983 |
1.701737 |
2.895907 |
| 36 |
166 |
175.3679 |
-0.389 |
142.2556 |
23.74445 |
563.7988 |
|
166 |
176.5256049 |
1.068595441 |
0.940261 |
169.2095 |
-3.20951 |
10.30093 |
36 |
166 |
175.62422 |
1.675622 |
-10.5677 |
172.4073 |
-6.4073 |
41.05354 |
| 37 |
171 |
169.4302 |
-0.35827 |
174.9789 |
-3.97887 |
15.83143 |
|
171 |
187.0476099 |
1.23638777 |
0.914556 |
160.443 |
10.55703 |
111.4508 |
37 |
171 |
176.389621 |
1.624337 |
-5.89371 |
174.4232 |
-3.42324 |
11.71857 |
| 38 |
180 |
184.3114 |
-0.44266 |
169.0719 |
10.92805 |
119.4224 |
|
180 |
191.4421002 |
1.29244219 |
0.94035 |
176.3438 |
3.656235 |
13.36806 |
38 |
180 |
178.80255 |
1.668769 |
1.634182 |
177.0342 |
2.965806 |
8.796007 |
| 39 |
193 |
196.6025 |
-0.51318 |
183.8688 |
9.13123 |
83.37936 |
|
193 |
184.8985298 |
1.153357682 |
1.043473 |
203.2129 |
-10.2129 |
104.3028 |
39 |
193 |
177.542105 |
1.503729 |
13.83566 |
204.0165 |
-11.0165 |
121.3623 |
| 40 |
181 |
175.0468 |
-0.39665 |
196.0894 |
-15.0894 |
227.6887 |
|
181 |
181.6501406 |
1.075229325 |
0.996235 |
186.4528 |
-5.45282 |
29.73325 |
40 |
181 |
178.382892 |
1.466377 |
2.249962 |
183.4933 |
-2.49325 |
6.216317 |
| 41 |
183 |
186.2943 |
-0.46113 |
174.6502 |
8.349841 |
69.71984 |
|
183 |
187.638158 |
1.162428355 |
0.975476 |
177.1137 |
5.886302 |
34.64855 |
41 |
183 |
178.236106 |
1.375487 |
3.870504 |
189.0669 |
-6.06693 |
36.80765 |
| 42 |
218 |
230.6908 |
-0.70954 |
185.8331 |
32.16688 |
1034.708 |
|
218 |
202.3731842 |
1.4033338 |
1.077763 |
200.2088 |
17.79115 |
316.5252 |
42 |
218 |
186.894476 |
1.785824 |
35.13887 |
190.6099 |
27.39013 |
750.2194 |
| 43 |
230 |
230.0074 |
-0.70968 |
229.9812 |
0.018771 |
0.000352 |
|
230 |
196.7648874 |
1.278881577 |
1.168586 |
240.2172 |
-10.2172 |
104.3903 |
43 |
230 |
191.413136 |
1.9398 |
40.10034 |
219.7221 |
10.2779 |
105.6352 |
| 44 |
242 |
247.0114 |
-0.80777 |
229.2977 |
12.70227 |
161.3478 |
|
242 |
205.2072081 |
1.40602831 |
1.179609 |
231.6428 |
10.35716 |
107.2707 |
44 |
242 |
198.46678 |
2.227928 |
46.36533 |
222.7674 |
19.23262 |
369.8936 |
| 45 |
209 |
194.3221 |
-0.52047 |
246.2036 |
-37.2036 |
1384.111 |
|
209 |
196.740746 |
1.230797547 |
1.061898 |
222.1195 |
-13.1195 |
172.1206 |
45 |
209 |
199.537202 |
2.162711 |
8.821757 |
213.3533 |
-4.35326 |
18.95083 |
| 46 |
191 |
189.8947 |
-0.49884 |
193.8016 |
-2.80161 |
7.849033 |
|
191 |
203.3807976 |
1.326808551 |
0.939315 |
184.7597 |
6.240267 |
38.94093 |
46 |
191 |
201.807499 |
2.168772 |
-10.7479 |
190.5954 |
0.404619 |
0.163716 |
| 47 |
172 |
165.1368 |
-0.3645 |
189.3958 |
-17.3958 |
302.6154 |
|
172 |
208.8713687 |
1.400712829 |
0.823599 |
167.7815 |
4.218493 |
17.79568 |
47 |
172 |
203.266177 |
2.128764 |
-31.6594 |
174.6706 |
-2.67059 |
7.132031 |
| 48 |
194 |
205.5312 |
-0.59021 |
164.7723 |
29.22767 |
854.2565 |
|
194 |
207.0795613 |
1.344047517 |
0.936727 |
197.7106 |
-3.71059 |
13.76849 |
48 |
194 |
205.17499 |
2.116371 |
-11.2968 |
194.8272 |
-0.82721 |
0.684276 |
| 49 |
196 |
192.4725 |
-0.52116 |
204.941 |
-8.94095 |
79.94064 |
|
196 |
213.1869918 |
1.428594699 |
0.919537 |
190.615 |
5.385014 |
28.99838 |
49 |
196 |
205.856157 |
2.035508 |
-10.651 |
201.3976 |
-5.39765 |
29.13462 |
| 50 |
196 |
197.5973 |
-0.55243 |
191.9514 |
4.048627 |
16.39138 |
|
196 |
209.6139294 |
1.339818296 |
0.93488 |
201.8139 |
-5.81386 |
33.80102 |
50 |
196 |
204.295218 |
1.832874 |
-10.287 |
209.5258 |
-13.5258 |
182.9485 |
| 51 |
236 |
251.3689 |
-0.85325 |
197.0449 |
38.95513 |
1517.502 |
|
236 |
223.2615839 |
1.55827498 |
1.057497 |
220.1246 |
15.87539 |
252.0279 |
51 |
236 |
210.39204 |
2.073117 |
27.96939 |
219.9638 |
16.03625 |
257.1612 |
| 52 |
235 |
228.8786 |
-0.73343 |
250.5157 |
-15.5157 |
240.7361 |
|
235 |
233.7739128 |
1.717204048 |
1.005537 |
223.9734 |
11.02663 |
121.5865 |
52 |
235 |
217.858793 |
2.377009 |
20.12827 |
214.7151 |
20.28488 |
411.4764 |
| 53 |
229 |
229.3372 |
-0.74004 |
228.1452 |
0.854817 |
0.730711 |
|
229 |
234.8974099 |
1.706666107 |
0.974875 |
229.7159 |
-0.7159 |
0.512507 |
53 |
229 |
221.537007 |
2.450322 |
8.183617 |
224.1063 |
4.893694 |
23.94824 |
| 54 |
243 |
248.6823 |
-0.85126 |
228.5972 |
14.40279 |
207.4402 |
|
243 |
227.5944236 |
1.5467502 |
1.067362 |
255.0031 |
-12.0031 |
144.0738 |
54 |
243 |
219.699463 |
2.208732 |
20.92586 |
259.1262 |
-16.1262 |
260.0544 |
| 55 |
264 |
270.3791 |
-0.97612 |
247.8311 |
16.16894 |
261.4347 |
|
264 |
226.5305168 |
1.500412609 |
1.165303 |
267.7711 |
-3.77113 |
14.22143 |
55 |
264 |
222.437714 |
2.238567 |
41.85554 |
262.0085 |
1.991463 |
3.965924 |
| 56 |
272 |
273.0246 |
-0.99617 |
269.403 |
2.597004 |
6.744431 |
|
272 |
230.097078 |
1.537085502 |
1.182191 |
268.9873 |
3.012734 |
9.076564 |
56 |
272 |
224.931111 |
2.252925 |
47.21002 |
271.0416 |
0.95839 |
0.918511 |
| 57 |
237 |
223.1803 |
-0.72567 |
272.0284 |
-35.0284 |
1226.99 |
|
237 |
224.7991125 |
1.41576746 |
1.054027 |
245.9719 |
-8.97193 |
80.49555 |
57 |
237 |
227.44839 |
2.267819 |
9.698013 |
236.0058 |
0.994207 |
0.988448 |
| 58 |
211 |
206.4808 |
-0.63722 |
222.4546 |
-11.4546 |
131.2079 |
|
211 |
224.9341321 |
1.393034957 |
0.938011 |
212.4871 |
-1.48709 |
2.211426 |
58 |
211 |
227.597485 |
2.148444 |
-17.7709 |
218.9683 |
-7.96829 |
63.49369 |
| 59 |
180 |
169.8039 |
-0.43765 |
205.8436 |
-25.8436 |
667.8922 |
|
180 |
220.0380773 |
1.281407399 |
0.81786 |
186.4027 |
-6.40272 |
40.99484 |
59 |
180 |
224.936832 |
1.877487 |
-47.6002 |
198.0865 |
-18.0865 |
327.1212 |
| 60 |
201 |
213.4804 |
-0.68193 |
169.3663 |
31.6337 |
1000.691 |
|
201 |
215.8648941 |
1.184591699 |
0.930957 |
207.3159 |
-6.31592 |
39.8908 |
60 |
201 |
222.954193 |
1.659997 |
-24.092 |
215.5175 |
-14.5175 |
210.7583 |
| 61 |
204 |
200.5287 |
-0.61399 |
212.7985 |
-8.79848 |
77.41322 |
|
204 |
220.9335937 |
1.253532276 |
0.923478 |
199.5851 |
4.41491 |
19.49143 |
61 |
204 |
221.965031 |
1.510736 |
-19.4322 |
213.9632 |
-9.9632 |
99.26533 |
| 62 |
188 |
183.2993 |
-0.52198 |
199.9148 |
-11.9148 |
141.9615 |
|
188 |
205.1241713 |
0.9506751 |
0.915922 |
207.7184 |
-19.7184 |
388.8151 |
62 |
188 |
216.778209 |
1.133377 |
-32.4874 |
213.1888 |
-25.1888 |
634.4753 |
| 63 |
235 |
255.6034 |
-0.92526 |
182.7773 |
52.22269 |
2727.21 |
|
235 |
219.1383205 |
1.182543904 |
1.072865 |
217.9235 |
17.07651 |
291.607 |
63 |
235 |
215.018397 |
0.970367 |
18.37932 |
245.881 |
-10.881 |
118.3956 |
| 64 |
227 |
216.0802 |
-0.71152 |
254.6781 |
-27.6781 |
766.0776 |
|
227 |
224.7129251 |
1.260500338 |
1.010328 |
221.5408 |
5.459184 |
29.80268 |
64 |
227 |
213.564596 |
0.833783 |
12.09287 |
236.117 |
-9.11703 |
83.12028 |
| 65 |
234 |
241.3506 |
-0.8554 |
215.3687 |
18.63133 |
347.1265 |
|
234 |
237.3456071 |
1.462349717 |
0.986262 |
220.2958 |
13.70421 |
187.8052 |
65 |
234 |
217.434362 |
1.004838 |
18.247 |
222.582 |
11.418 |
130.3708 |
| 66 |
264 |
273.2733 |
-1.03691 |
240.4952 |
23.5048 |
552.4754 |
|
264 |
245.7092667 |
1.584843815 |
1.07467 |
254.8945 |
9.105513 |
82.91037 |
66 |
264 |
224.989491 |
1.3739 |
42.63814 |
239.3651 |
24.63494 |
606.88 |
| 67 |
302 |
313.7426 |
-1.26675 |
272.2364 |
29.76358 |
885.871 |
|
302 |
256.8935059 |
1.755227306 |
1.175918 |
288.1725 |
13.82751 |
191.1999 |
67 |
302 |
235.345587 |
1.879981 |
71.62886 |
268.2189 |
33.78107 |
1141.161 |
| 68 |
293 |
285.3162 |
-1.11635 |
312.4758 |
-19.4758 |
379.3085 |
|
293 |
249.9086349 |
1.60009582 |
1.172112 |
305.7722 |
-12.7722 |
163.1287 |
68 |
293 |
239.502797 |
2.008286 |
54.75836 |
284.4356 |
8.564415 |
73.34921 |
| 69 |
259 |
249.0579 |
-0.92175 |
284.1999 |
-25.1999 |
635.0331 |
|
259 |
246.8291561 |
1.517036189 |
1.049156 |
265.097 |
-6.09705 |
37.17396 |
69 |
259 |
243.582641 |
2.125004 |
16.56461 |
251.2091 |
7.790903 |
60.69818 |
| 70 |
229 |
221.4502 |
-0.77397 |
248.1362 |
-19.1362 |
366.1932 |
|
229 |
244.9381945 |
1.456546278 |
0.93483 |
232.9516 |
-3.95156 |
15.61483 |
70 |
229 |
245.990348 |
2.140932 |
-16.8338 |
227.9368 |
1.063215 |
1.130427 |
| 71 |
203 |
196.0262 |
-0.63747 |
220.6763 |
-17.6763 |
312.4498 |
|
203 |
247.8622708 |
1.482594052 |
0.81904 |
201.5164 |
1.483635 |
2.201173 |
71 |
203 |
248.787743 |
2.177919 |
-45.4242 |
200.5311 |
2.468889 |
6.095415 |
| 72 |
229 |
242.2606 |
-0.89703 |
195.3887 |
33.61127 |
1129.717 |
|
229 |
246.6256157 |
1.434329017 |
0.928454 |
232.1292 |
-3.12925 |
9.792179 |
72 |
229 |
251.531037 |
2.209774 |
-22.2179 |
226.8737 |
2.126316 |
4.52122 |
| 73 |
242 |
242.2511 |
-0.90194 |
241.3636 |
0.636413 |
0.405022 |
|
242 |
259.3798562 |
1.635250633 |
0.933303 |
229.078 |
12.92204 |
166.979 |
73 |
242 |
255.785899 |
2.324999 |
-12.6533 |
234.3086 |
7.691357 |
59.15697 |
| 74 |
233 |
229.706 |
-0.83747 |
241.3491 |
-8.34914 |
69.70812 |
|
233 |
255.6542594 |
1.540098818 |
0.91124 |
239.0695 |
-6.0695 |
36.83888 |
74 |
233 |
260.072268 |
2.435508 |
-25.986 |
225.6235 |
7.3765 |
54.41275 |
| 75 |
267 |
282.044 |
-1.13193 |
228.8686 |
38.13145 |
1454.007 |
|
267 |
250.4571306 |
1.420517081 |
1.06583 |
275.9349 |
-8.93486 |
79.83166 |
75 |
267 |
258.815276 |
2.227463 |
6.139772 |
280.8871 |
-13.8871 |
192.8514 |
| 76 |
269 |
264.3004 |
-1.03994 |
280.912 |
-11.912 |
141.8964 |
|
269 |
263.5046774 |
1.626889862 |
1.021196 |
254.4791 |
14.52087 |
210.8556 |
76 |
269 |
259.943104 |
2.165506 |
8.447905 |
273.1356 |
-4.13561 |
17.10326 |
| 77 |
270 |
272.659 |
-1.09199 |
263.2604 |
6.739584 |
45.42199 |
|
270 |
272.1125608 |
1.750798296 |
0.99243 |
261.4892 |
8.510808 |
72.43385 |
77 |
270 |
259.355111 |
2.010367 |
9.119968 |
280.3556 |
-10.3556 |
107.2387 |
| 78 |
315 |
332.1356 |
-1.42739 |
271.567 |
43.43303 |
1886.428 |
|
315 |
289.4360963 |
2.027205009 |
1.088766 |
294.3128 |
20.68719 |
427.9597 |
78 |
315 |
264.289354 |
2.175106 |
52.32992 |
304.0036 |
10.99638 |
120.9204 |
| 79 |
364 |
377.1346 |
-1.68448 |
330.7082 |
33.29181 |
1108.344 |
|
364 |
306.0913669 |
2.286844371 |
1.189618 |
342.737 |
21.26303 |
452.1166 |
79 |
364 |
273.352899 |
2.563219 |
94.462 |
338.0933 |
25.90668 |
671.1559 |
| 80 |
347 |
335.7756 |
-1.46478 |
375.4501 |
-28.4501 |
809.4081 |
|
347 |
298.4023904 |
2.109779554 |
1.162559 |
361.4537 |
-14.4537 |
208.9093 |
80 |
347 |
280.256983 |
2.807795 |
69.14704 |
330.6745 |
16.32552 |
266.5226 |
| 81 |
312 |
303.1977 |
-1.29249 |
334.3108 |
-22.3108 |
497.7732 |
|
312 |
297.9799158 |
2.064833565 |
1.046982 |
315.284 |
-3.28404 |
10.78492 |
81 |
312 |
286.354053 |
2.993122 |
27.46759 |
299.6294 |
12.37061 |
153.032 |
| 82 |
274 |
262.9906 |
-1.077 |
301.9052 |
-27.9052 |
778.7024 |
|
274 |
294.4277931 |
1.965135973 |
0.930482 |
280.4907 |
-6.49075 |
42.12982 |
82 |
274 |
289.742456 |
3.015393 |
-15.5235 |
272.5134 |
1.486608 |
2.210003 |
| 83 |
237 |
227.1709 |
-0.88461 |
261.9136 |
-24.9136 |
620.6863 |
|
237 |
290.7058753 |
1.86419419 |
0.815134 |
242.7578 |
-5.75776 |
33.15185 |
83 |
237 |
290.010186 |
2.860583 |
-54.5319 |
247.3337 |
-10.3337 |
106.7846 |
| 84 |
278 |
298.4026 |
-1.28396 |
226.2863 |
51.71373 |
2674.31 |
|
278 |
298.1134804 |
1.962586399 |
0.932663 |
271.6379 |
6.362076 |
40.47601 |
84 |
278 |
294.824336 |
2.970652 |
-15.7424 |
270.6528 |
7.347157 |
53.98071 |
| 85 |
284 |
278.8243 |
-1.18265 |
297.1186 |
-13.1186 |
172.0979 |
|
284 |
303.4894852 |
2.02317252 |
0.935862 |
280.062 |
3.937981 |
15.50769 |
85 |
284 |
297.491421 |
2.953548 |
-13.6595 |
285.1417 |
-1.14168 |
1.303442 |
| 86 |
277 |
276.7468 |
-1.1777 |
277.6417 |
-0.64168 |
0.411751 |
|
277 |
304.2739026 |
2.001185363 |
0.910336 |
278.3953 |
-1.39534 |
1.946968 |
86 |
277 |
301.120625 |
2.991616 |
-23.7464 |
274.4589 |
2.541069 |
6.457031 |
| 87 |
317 |
333.3457 |
-1.49764 |
275.5691 |
41.43086 |
1716.516 |
|
317 |
299.1122229 |
1.874048818 |
1.059607 |
326.437 |
-9.43704 |
89.05771 |
87 |
317 |
305.906493 |
3.092709 |
12.08719 |
310.252 |
6.747987 |
45.53533 |
| 88 |
313 |
305.5639 |
-1.35209 |
331.848 |
-18.848 |
355.2484 |
|
313 |
305.4494037 |
1.953266725 |
1.024834 |
307.3661 |
5.633914 |
31.74099 |
88 |
313 |
307.816742 |
3.026086 |
4.528397 |
317.4471 |
-4.44711 |
19.77676 |
| 89 |
318 |
323.4398 |
-1.45856 |
304.2118 |
13.78818 |
190.114 |
|
318 |
317.9379135 |
2.14026095 |
1.000447 |
305.0757 |
12.92426 |
167.0366 |
89 |
318 |
310.320932 |
2.996681 |
7.390036 |
319.9628 |
-1.9628 |
3.852565 |
| 90 |
374 |
394.5229 |
-1.86027 |
321.9813 |
52.01873 |
2705.948 |
|
374 |
339.0325469 |
2.476689653 |
1.103605 |
348.4903 |
25.5097 |
650.7446 |
90 |
374 |
315.538486 |
3.121811 |
59.69146 |
365.6475 |
8.352463 |
69.76363 |
| 91 |
413 |
421.0237 |
-2.01732 |
392.6626 |
20.33738 |
413.6089 |
|
413 |
346.088897 |
2.55797587 |
1.193456 |
406.2656 |
6.734449 |
45.3528 |
91 |
413 |
318.627778 |
3.119979 |
94.35421 |
413.1223 |
-0.1223 |
0.014957 |
| 92 |
405 |
399.4741 |
-1.90916 |
419.0064 |
-14.0064 |
196.1782 |
|
405 |
348.4224042 |
2.553991687 |
1.162376 |
405.3226 |
-0.32258 |
0.104055 |
92 |
405 |
325.498251 |
3.331292 |
81.57882 |
390.8948 |
14.1052 |
198.9567 |
| 93 |
355 |
338.2069 |
-1.58046 |
397.5649 |
-42.5649 |
1811.773 |
|
355 |
341.3441644 |
2.383025374 |
1.03978 |
367.466 |
-12.466 |
155.4014 |
93 |
355 |
328.484643 |
3.31186 |
26.32435 |
356.2971 |
-1.29713 |
1.682547 |
| 94 |
306 |
293.917 |
-1.34395 |
336.6264 |
-30.6264 |
937.9792 |
|
306 |
331.7013717 |
2.169574341 |
0.922258 |
319.832 |
-13.832 |
191.3232 |
94 |
306 |
329.064981 |
3.157958 |
-24.5777 |
316.273 |
-10.273 |
105.5337 |
| 95 |
271 |
262.4888 |
-1.17736 |
292.573 |
-21.573 |
465.3955 |
|
271 |
332.7299906 |
2.149323068 |
0.814453 |
272.1496 |
-1.14963 |
1.321655 |
95 |
271 |
330.443823 |
3.057718 |
-60.4291 |
277.6911 |
-6.69106 |
44.77033 |
| 96 |
306 |
323.6309 |
-1.52246 |
261.3115 |
44.68854 |
1997.066 |
|
306 |
329.3891086 |
2.051875233 |
0.928873 |
312.3296 |
-6.32958 |
40.06353 |
96 |
306 |
330.374859 |
2.881552 |
-26.1065 |
317.7591 |
-11.7591 |
138.2768 |
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