Multiple Linear Regression - Estimated Regression Equation |
1[t] = -3391.17858864606 + 105.872732288592`2`[t] -0.0129238160950211`3`[t] + 0.00883702507798882`4`[t] + 3.86197934402415t + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | -3391.17858864606 | 954.239242 | -3.5538 | 0.000422 | 0.000211 |
`2` | 105.872732288592 | 5.250805 | 20.1631 | 0 | 0 |
`3` | -0.0129238160950211 | 0.008774 | -1.4729 | 0.14152 | 0.07076 |
`4` | 0.00883702507798882 | 0.000873 | 10.1223 | 0 | 0 |
t | 3.86197934402415 | 2.301796 | 1.6778 | 0.094117 | 0.047059 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.903346438799689 |
R-squared | 0.81603478849208 |
Adjusted R-squared | 0.814307415614072 |
F-TEST (value) | 472.413801838101 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 426 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 5093.25888789658 |
Sum Squared Residuals | 11050987878.2326 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 162556 | 134813.232950841 | 27742.7670491594 |
2 | 29790 | 80752.2854491019 | -50962.2854491019 |
3 | 87550 | 74597.1397366443 | 12952.8602633557 |
4 | 84738 | 44246.2705716621 | 40491.7294283379 |
5 | 54660 | 41516.5465922548 | 13143.4534077452 |
6 | 42634 | 26787.7649478307 | 15846.2350521693 |
7 | 40949 | 35170.7149215617 | 5778.28507843833 |
8 | 45187 | 38897.6840853475 | 6289.31591465253 |
9 | 37704 | 28693.9714401518 | 9010.02855984822 |
10 | 16275 | 22444.0383162244 | -6169.0383162244 |
11 | 25830 | 13971.5903991977 | 11858.4096008023 |
12 | 12679 | 17654.4902977426 | -4975.49029774255 |
13 | 18014 | 50707.1192229822 | -32693.1192229822 |
14 | 43556 | 18363.9426891463 | 25192.0573108537 |
15 | 24811 | 33289.4693440706 | -8478.46934407064 |
16 | 6575 | 10851.5840712748 | -4276.5840712748 |
17 | 7123 | 9394.59440010815 | -2271.59440010815 |
18 | 21950 | 30829.8823978998 | -8879.88239789984 |
19 | 37597 | 29736.9059755253 | 7860.09402447472 |
20 | 17821 | 28353.0489733869 | -10532.0489733869 |
21 | 12988 | 10929.7335436600 | 2058.26645634003 |
22 | 22330 | 9047.61247980998 | 13282.3875201900 |
23 | 13326 | 11669.9761293707 | 1656.02387062927 |
24 | 16189 | 29069.3358525902 | -12880.3358525902 |
25 | 7146 | 6393.89351001315 | 752.106489986849 |
26 | 15824 | 6989.05345413998 | 8834.94654586002 |
27 | 27664 | 26544.1811600512 | 1119.81883994883 |
28 | 11920 | 5894.97968460594 | 6025.02031539406 |
29 | 8568 | 6856.75765260114 | 1711.24234739886 |
30 | 14416 | 14683.1538359888 | -267.153835988804 |
31 | 3369 | 4441.538372056 | -1072.53837205600 |
32 | 11819 | 7847.5592595402 | 3971.4407404598 |
33 | 6984 | 6481.75408452118 | 502.245915478825 |
34 | 4519 | 5149.59878364938 | -630.598783649385 |
35 | 2220 | -191.540940537467 | 2411.54094053747 |
36 | 18562 | 21104.5370203265 | -2542.53702032647 |
37 | 10327 | 9099.65253594909 | 1227.34746405091 |
38 | 5336 | 9935.21698343846 | -4599.21698343846 |
39 | 2365 | 7934.10848679435 | -5569.10848679435 |
40 | 4069 | 11433.9934372727 | -7364.99343727273 |
41 | 8636 | 19266.5877796455 | -10630.5877796455 |
42 | 13718 | 4509.11437977372 | 9208.88562022628 |
43 | 4525 | 9419.13208099745 | -4894.13208099745 |
44 | 6869 | 7934.66137660965 | -1065.66137660965 |
45 | 4628 | 3441.97513586826 | 1186.02486413174 |
46 | 3689 | 1452.00342750003 | 2236.99657249997 |
47 | 4891 | 2533.85208401384 | 2357.14791598616 |
48 | 7489 | 14606.2960683665 | -7117.29606836654 |
49 | 4901 | 5508.51553690459 | -607.515536904591 |
50 | 2284 | 1874.02359977279 | 409.976400227208 |
51 | 3160 | 9626.88538503357 | -6466.88538503357 |
52 | 4150 | 14047.5398998944 | -9897.53989989445 |
53 | 7285 | 8983.85836315689 | -1698.85836315689 |
54 | 1134 | 6254.97952958969 | -5120.97952958969 |
55 | 4658 | 8932.60662872239 | -4274.60662872239 |
56 | 2384 | 7772.02711600479 | -5388.02711600479 |
57 | 3748 | 2583.39108635639 | 1164.60891364361 |
58 | 5371 | 4618.33528009038 | 752.664719909623 |
59 | 1285 | 3966.8401400127 | -2681.84014001270 |
60 | 9327 | 8136.04112302624 | 1190.95887697376 |
61 | 5565 | 4537.76184178346 | 1027.23815821654 |
62 | 1528 | 751.120585945018 | 776.879414054982 |
63 | 3122 | 1938.05783540001 | 1183.94216459999 |
64 | 7561 | 7162.30651797259 | 398.693482027411 |
65 | 2675 | 4952.96965096952 | -2277.96965096952 |
66 | 13253 | 25425.4446523027 | -12172.4446523027 |
67 | 880 | -280.090671628496 | 1160.09067162850 |
68 | 2053 | 3741.55933130812 | -1688.55933130812 |
69 | 1424 | 6222.8690658604 | -4798.8690658604 |
70 | 4036 | 8337.31837552158 | -4301.31837552158 |
71 | 3045 | 3503.14303517675 | -458.143035176745 |
72 | 5119 | 3750.54981220235 | 1368.45018779765 |
73 | 1431 | 1961.19405968852 | -530.19405968852 |
74 | 554 | -298.647410830782 | 852.647410830782 |
75 | 1975 | 2448.04134229305 | -473.041342293046 |
76 | 1765 | 199.876526295699 | 1565.1234737043 |
77 | 1012 | 1745.97704827555 | -733.977048275554 |
78 | 810 | -789.637498420954 | 1599.63749842095 |
79 | 1280 | 4282.03919330997 | -3002.03919330997 |
80 | 666 | -226.052746273067 | 892.052746273067 |
81 | 1380 | 2273.68077819962 | -893.68077819962 |
82 | 4677 | 6515.31463039572 | -1838.31463039572 |
83 | 876 | 1745.27451465866 | -869.274514658662 |
84 | 814 | 676.94241538396 | 137.057584616040 |
85 | 514 | 533.699990905852 | -19.6999909058520 |
86 | 5692 | 6467.65951310254 | -775.659513102544 |
87 | 3642 | 10415.9459400951 | -6773.94594009508 |
88 | 540 | 111.782911467186 | 428.217088532814 |
89 | 2099 | 3066.41364022259 | -967.413640222591 |
90 | 567 | 515.97115943666 | 51.0288405633401 |
91 | 2001 | 3012.77829760544 | -1011.77829760544 |
92 | 2949 | 3472.50320206677 | -523.503202066771 |
93 | 2253 | 7343.94694905428 | -5090.94694905428 |
94 | 6533 | 1626.08659787062 | 4906.91340212938 |
95 | 1889 | 4212.63509804343 | -2323.63509804343 |
96 | 3055 | 2705.51821116006 | 349.481788839945 |
97 | 272 | 268.034903930638 | 3.96509606936206 |
98 | 1414 | 1330.49368003325 | 83.5063199667511 |
99 | 2564 | 887.103693762704 | 1676.89630623730 |
100 | 1383 | -189.201225847848 | 1572.20122584785 |
101 | 1261 | 2014.88533597403 | -753.88533597403 |
102 | 975 | -77.8433307562516 | 1052.84333075625 |
103 | 3366 | 4072.0608089018 | -706.0608089018 |
104 | 576 | -837.306144025328 | 1413.30614402533 |
105 | 1686 | 2344.62019145786 | -658.620191457862 |
106 | 746 | 1546.66027416939 | -800.660274169394 |
107 | 3192 | 2438.77408476474 | 753.225915235263 |
108 | 2045 | 1969.01940827374 | 75.9805917262602 |
109 | 5702 | 3538.87682078185 | 2163.12317921815 |
110 | 1932 | 416.604598511505 | 1515.39540148850 |
111 | 936 | 2101.96173812314 | -1165.96173812314 |
112 | 3437 | 1315.13354555366 | 2121.86645444634 |
113 | 5131 | 3172.51479480309 | 1958.48520519691 |
114 | 2397 | 27.2453503746920 | 2369.75464962531 |
115 | 1389 | 285.506783410285 | 1103.49321658972 |
116 | 1503 | 3069.13633041819 | -1566.13633041819 |
117 | 402 | -250.282041477118 | 652.282041477118 |
118 | 2239 | 1633.20989558677 | 605.790104413229 |
119 | 2234 | -871.698266986941 | 3105.69826698694 |
120 | 837 | 1293.59026190421 | -456.590261904206 |
121 | 10579 | 8706.40667704166 | 1872.59332295834 |
122 | 875 | 438.600743491664 | 436.399256508336 |
123 | 1585 | 10883.1756247143 | -9298.17562471425 |
124 | 1659 | 2589.36757418807 | -930.367574188073 |
125 | 2647 | 1198.22116954886 | 1448.77883045114 |
126 | 3294 | 469.804816984572 | 2824.19518301543 |
127 | 0 | -898.420356148578 | 898.420356148578 |
128 | 94 | 155.740547265376 | -61.7405472653759 |
129 | 422 | 1604.01715211042 | -1182.01715211042 |
130 | 0 | -886.834418116505 | 886.834418116505 |
131 | 34 | -149.775794058879 | 183.775794058879 |
132 | 1558 | 2311.19987691404 | -753.199876914037 |
133 | 0 | -875.248480084433 | 875.248480084433 |
134 | 43 | 1221.51684619594 | -1178.51684619594 |
135 | 645 | -473.239960124768 | 1118.23996012477 |
136 | 316 | -440.671528741495 | 756.671528741495 |
137 | 115 | 227.151740905961 | -112.151740905961 |
138 | 5 | -754.422504439167 | 759.422504439167 |
139 | 897 | -432.712565577340 | 1329.71256557734 |
140 | 0 | -848.214624676264 | 848.214624676264 |
141 | 389 | 114.471130760598 | 274.528869239402 |
142 | 0 | -840.490665988216 | 840.490665988216 |
143 | 1002 | 230.710852816407 | 771.289147183593 |
144 | 36 | -407.512512760924 | 443.512512760924 |
145 | 460 | 852.536824530565 | -392.536824530565 |
146 | 309 | 159.787775597744 | 149.212224402256 |
147 | 0 | -821.180769268095 | 821.180769268095 |
148 | 9 | -81.1688536105025 | 90.1688536105025 |
149 | 271 | -514.49874550819 | 785.49874550819 |
150 | 14 | -809.028279336388 | 823.028279336388 |
151 | 520 | -247.574031655835 | 767.574031655835 |
152 | 1766 | 3988.66571560633 | -2222.66571560633 |
153 | 0 | -268.645231760989 | 268.645231760989 |
154 | 458 | -181.626589869485 | 639.626589869485 |
155 | 20 | -582.54986023296 | 602.54986023296 |
156 | 0 | -786.422955171878 | 786.422955171878 |
157 | 0 | -782.560975827854 | 782.560975827854 |
158 | 98 | -578.177401911041 | 676.177401911041 |
159 | 405 | -61.1136399424465 | 466.113639942447 |
160 | 0 | -770.975037795782 | 770.975037795782 |
161 | 0 | -767.113058451757 | 767.113058451757 |
162 | 0 | -763.251079107733 | 763.251079107733 |
163 | 0 | -759.389099763709 | 759.389099763709 |
164 | 483 | -96.3625866806265 | 579.362586680626 |
165 | 454 | 1639.85414529920 | -1185.85414529920 |
166 | 47 | -646.331267931881 | 693.331267931881 |
167 | 0 | -743.941182387613 | 743.941182387613 |
168 | 757 | 1954.90243042647 | -1197.90243042647 |
169 | 4655 | 5318.22473896553 | -663.224738965528 |
170 | 0 | -732.35524435554 | 732.35524435554 |
171 | 0 | -728.493265011516 | 728.493265011516 |
172 | 36 | -444.149080017383 | 480.149080017383 |
173 | 0 | -720.769306323467 | 720.769306323467 |
174 | 203 | 169.092702563064 | 33.9072974369365 |
175 | 0 | -713.04534763542 | 713.04534763542 |
176 | 126 | 136.288871687416 | -10.2888716874161 |
177 | 400 | 11239.6247256737 | -10839.6247256737 |
178 | 71 | -694.748233043643 | 765.748233043643 |
179 | 0 | -697.597430259323 | 697.597430259323 |
180 | 0 | -693.735450915298 | 693.735450915298 |
181 | 972 | 1568.98595982516 | -596.985959825159 |
182 | 531 | 467.245791719040 | 63.7542082809596 |
183 | 2461 | 2018.71616568775 | 442.283834312246 |
184 | 378 | 712.76203259428 | -334.76203259428 |
185 | 23 | -173.849547681346 | 196.849547681346 |
186 | 638 | 656.123973097158 | -18.1239730971579 |
187 | 2300 | 2039.26489595224 | 260.735104047759 |
188 | 149 | -62.7738108527951 | 211.773810852795 |
189 | 226 | -403.04808391859 | 629.04808391859 |
190 | 0 | -655.115657475057 | 655.115657475057 |
191 | 275 | 135.359092912470 | 139.640907087530 |
192 | 0 | -647.391698787009 | 647.391698787009 |
193 | 141 | 85.6950155795998 | 55.3049844204002 |
194 | 0 | -639.66774009896 | 639.66774009896 |
195 | 28 | -317.662808901292 | 345.662808901292 |
196 | 0 | -631.943781410912 | 631.943781410912 |
197 | 4980 | 8945.196615886 | -3965.19661588599 |
198 | 0 | -624.219822722864 | 624.219822722864 |
199 | 0 | -620.35784337884 | 620.35784337884 |
200 | 472 | 740.659414015815 | -268.659414015815 |
201 | 0 | -612.633884690791 | 612.633884690791 |
202 | 0 | -608.771905346767 | 608.771905346767 |
203 | 0 | -604.909926002743 | 604.909926002743 |
204 | 203 | 670.165173628171 | -467.165173628171 |
205 | 496 | 417.853761156813 | 78.1462388431867 |
206 | 10 | -69.2083239572078 | 79.2083239572078 |
207 | 63 | -413.69660431043 | 476.69660431043 |
208 | 0 | -585.600029282623 | 585.600029282623 |
209 | 1136 | 2578.09342731872 | -1442.09342731872 |
210 | 265 | -334.771669186399 | 599.771669186399 |
211 | 0 | -574.01409125055 | 574.01409125055 |
212 | 0 | -570.152111906526 | 570.152111906526 |
213 | 267 | 767.833967304474 | -500.833967304474 |
214 | 474 | 246.800655902488 | 227.199344097512 |
215 | 534 | -150.037151236720 | 684.03715123672 |
216 | 0 | -342.958729953244 | 342.958729953244 |
217 | 15 | 85.6814386826218 | -70.6814386826218 |
218 | 397 | 215.905283652537 | 181.094716347463 |
219 | 0 | -331.372791921172 | 331.372791921172 |
220 | 1866 | 2544.69894159046 | -678.698941590465 |
221 | 288 | -380.526557124839 | 668.526557124839 |
222 | 0 | -531.532318466285 | 531.532318466285 |
223 | 3 | -421.743045531604 | 424.743045531604 |
224 | 468 | 1565.19990226756 | -1097.19990226756 |
225 | 20 | -413.440115598409 | 433.440115598409 |
226 | 278 | 1800.22846156412 | -1522.22846156412 |
227 | 61 | 433.306275061513 | -372.306275061513 |
228 | 0 | -508.36044240214 | 508.36044240214 |
229 | 192 | -378.50729787201 | 570.50729787201 |
230 | 0 | -500.636483714092 | 500.636483714092 |
231 | 317 | 55.6414509256324 | 261.358549074368 |
232 | 738 | 512.928867938907 | 225.071132061093 |
233 | 0 | -489.050545682019 | 489.050545682019 |
234 | 368 | 771.30269236835 | -403.302692368349 |
235 | 0 | -481.326586993971 | 481.326586993971 |
236 | 2 | -476.816293736787 | 478.816293736787 |
237 | 0 | -473.602628305923 | 473.602628305923 |
238 | 53 | 173.940171898118 | -120.940171898118 |
239 | 0 | -465.878669617874 | 465.878669617874 |
240 | 0 | -462.01669027385 | 462.01669027385 |
241 | 0 | -458.154710929826 | 458.154710929826 |
242 | 94 | -166.976480540264 | 260.976480540264 |
243 | 0 | -450.430752241778 | 450.430752241778 |
244 | 24 | 308.468750685144 | -284.468750685144 |
245 | 2332 | -305.952758645704 | 2637.95275864570 |
246 | 0 | -438.844814209705 | 438.844814209705 |
247 | 0 | -434.982834865681 | 434.982834865681 |
248 | 131 | 1086.43158962242 | -955.431589622415 |
249 | 0 | -427.258876177632 | 427.258876177632 |
250 | 0 | -423.396896833608 | 423.396896833608 |
251 | 206 | 466.611959184178 | -260.611959184178 |
252 | 0 | -415.672938145561 | 415.672938145561 |
253 | 167 | -422.703426326324 | 589.703426326324 |
254 | 622 | 3359.17729519128 | -2737.17729519128 |
255 | 2328 | 4800.12224683358 | -2472.12224683358 |
256 | 0 | -400.225020769464 | 400.225020769464 |
257 | 365 | 369.565113601433 | -4.56511360143304 |
258 | 364 | 2378.92400172957 | -2014.92400172957 |
259 | 0 | -388.639082737392 | 388.639082737392 |
260 | 0 | -384.777103393368 | 384.777103393368 |
261 | 0 | -380.915124049343 | 380.915124049343 |
262 | 0 | -377.053144705319 | 377.053144705319 |
263 | 226 | 1098.87055135073 | -872.87055135073 |
264 | 307 | 859.961820737435 | -552.961820737435 |
265 | 0 | -365.467206673246 | 365.467206673246 |
266 | 0 | -361.605227329223 | 361.605227329223 |
267 | 0 | -357.743247985199 | 357.743247985199 |
268 | 188 | 961.584746518641 | -773.584746518641 |
269 | 0 | -350.01928929715 | 350.01928929715 |
270 | 138 | 2430.71165678480 | -2292.71165678480 |
271 | 0 | -342.295330609102 | 342.295330609102 |
272 | 0 | -338.433351265077 | 338.433351265077 |
273 | 0 | -334.571371921053 | 334.571371921053 |
274 | 125 | 1634.09751037191 | -1509.09751037191 |
275 | 0 | -326.847413233005 | 326.847413233005 |
276 | 282 | 966.071752359105 | -684.071752359105 |
277 | 335 | 2115.64179532571 | -1780.64179532571 |
278 | 0 | -315.261475200933 | 315.261475200933 |
279 | 1324 | 2464.04696304294 | -1140.04696304294 |
280 | 176 | 401.978933517851 | -225.978933517851 |
281 | 0 | -303.675537168861 | 303.675537168861 |
282 | 0 | -299.813557824836 | 299.813557824836 |
283 | 249 | 2491.66404213377 | -2242.66404213377 |
284 | 0 | -292.089599136788 | 292.089599136788 |
285 | 333 | 675.101433408086 | -342.101433408086 |
286 | 0 | -284.36564044874 | 284.36564044874 |
287 | 601 | 282.705806386942 | 318.294193613058 |
288 | 30 | 47.8714929411572 | -17.8714929411572 |
289 | 0 | -272.779702416667 | 272.779702416667 |
290 | 249 | 990.154918824328 | -741.154918824328 |
291 | 0 | -265.055743728619 | 265.055743728619 |
292 | 165 | 1068.43510680495 | -903.43510680495 |
293 | 453 | 1937.50755244338 | -1484.50755244338 |
294 | 0 | -253.469805696546 | 253.469805696546 |
295 | 53 | 710.183956986162 | -657.183956986162 |
296 | 382 | 950.742312093163 | -568.742312093163 |
297 | 0 | -241.883867664475 | 241.883867664475 |
298 | 0 | -238.021888320451 | 238.021888320451 |
299 | 0 | -234.159908976426 | 234.159908976426 |
300 | 0 | 722.556660964928 | -722.556660964928 |
301 | 30 | 176.464073637757 | -146.464073637757 |
302 | 290 | -217.385422101059 | 507.385422101059 |
303 | 0 | -112.839259311735 | 112.839259311735 |
304 | 0 | -214.850012256305 | 214.850012256305 |
305 | 366 | 1513.84050060681 | -1147.84050060681 |
306 | 2 | 1063.27659500452 | -1061.27659500452 |
307 | 0 | -203.264074224233 | 203.264074224233 |
308 | 209 | 1780.77943152767 | -1571.77943152767 |
309 | 384 | 1633.32494410315 | -1249.32494410315 |
310 | 0 | -191.678136192160 | 191.678136192160 |
311 | 0 | -187.816156848136 | 187.816156848136 |
312 | 365 | 3137.84312627411 | -2772.84312627411 |
313 | 0 | -180.092198160088 | 180.092198160088 |
314 | 49 | 1320.99012190409 | -1271.99012190409 |
315 | 3 | 676.522761298327 | -673.522761298327 |
316 | 133 | 399.539166707395 | -266.539166707395 |
317 | 32 | -158.860249834879 | 190.860249834879 |
318 | 368 | 1789.71689813996 | -1421.71689813996 |
319 | 1 | 372.38556696249 | -371.38556696249 |
320 | 0 | -153.058342751919 | 153.058342751919 |
321 | 0 | -149.196363407895 | 149.196363407895 |
322 | 0 | -145.334384063871 | 145.334384063871 |
323 | 0 | -141.472404719847 | 141.472404719847 |
324 | 0 | -137.610425375822 | 137.610425375822 |
325 | 0 | -133.748446031798 | 133.748446031798 |
326 | 22 | -49.4725402058218 | 71.4725402058218 |
327 | 0 | -126.024487343750 | 126.024487343750 |
328 | 0 | -122.162507999726 | 122.162507999726 |
329 | 0 | -118.300528655702 | 118.300528655702 |
330 | 0 | -114.438549311678 | 114.438549311678 |
331 | 0 | -110.576569967653 | 110.576569967653 |
332 | 0 | -106.714590623629 | 106.714590623629 |
333 | 0 | -102.852611279605 | 102.852611279605 |
334 | 96 | 314.317390103432 | -218.317390103432 |
335 | 1 | 10.7243091849953 | -9.72430918499526 |
336 | 314 | 332.144722681135 | -18.1447226811351 |
337 | 844 | 1857.36737004327 | -1013.36737004327 |
338 | 0 | -83.5427145594849 | 83.5427145594849 |
339 | 26 | 10.6618678234270 | 15.3381321765730 |
340 | 125 | 1016.13567381495 | -891.135673814955 |
341 | 304 | 994.477251993814 | -690.477251993814 |
342 | 0 | -68.0947971833875 | 68.0947971833875 |
343 | 0 | -64.2328178393636 | 64.2328178393636 |
344 | 0 | -60.3708384953397 | 60.3708384953397 |
345 | 621 | 1256.88169394479 | -635.881693944791 |
346 | 0 | -52.646879807291 | 52.646879807291 |
347 | 119 | 186.117545299031 | -67.1175452990306 |
348 | 0 | -44.9229211192433 | 44.9229211192433 |
349 | 0 | -41.0609417752185 | 41.0609417752185 |
350 | 1595 | 1056.77925349082 | 538.220746509175 |
351 | 312 | 340.956104540384 | -28.9561045403843 |
352 | 60 | 694.650820195808 | -634.650820195808 |
353 | 587 | 1138.84285337347 | -551.842853373465 |
354 | 135 | 56.3998352444462 | 78.6001647555538 |
355 | 0 | -17.8890657110742 | 17.8890657110742 |
356 | 0 | -14.0270863670503 | 14.0270863670503 |
357 | 514 | 1406.36326012554 | -892.363260125545 |
358 | 0 | -6.30312767900159 | 6.30312767900159 |
359 | 0 | -2.44114833497770 | 2.44114833497770 |
360 | 0 | 1.42083100904620 | -1.42083100904620 |
361 | 1 | 428.906958326655 | -427.906958326655 |
362 | 0 | 9.1447896970949 | -9.1447896970949 |
363 | 0 | 13.0067690411188 | -13.0067690411188 |
364 | 1763 | 2907.68428965275 | -1144.68428965275 |
365 | 180 | 996.497706018052 | -816.497706018052 |
366 | 0 | 24.5927070731914 | -24.5927070731914 |
367 | 0 | 28.4546864172153 | -28.4546864172153 |
368 | 0 | 32.3166657612401 | -32.3166657612401 |
369 | 0 | 36.178645105264 | -36.178645105264 |
370 | 218 | 782.678555807925 | -564.678555807925 |
371 | 0 | 43.9026037933118 | -43.9026037933118 |
372 | 448 | 871.537469618135 | -423.537469618135 |
373 | 227 | 774.803157137359 | -547.803157137359 |
374 | 174 | 249.811721181098 | -75.8117211810982 |
375 | 0 | 59.3505211694091 | -59.3505211694091 |
376 | 0 | 63.212500513433 | -63.212500513433 |
377 | 121 | 1113.545635925 | -992.545635925 |
378 | 607 | 877.221643535415 | -270.221643535415 |
379 | 2212 | 1173.15098188113 | 1038.84901811887 |
380 | 0 | 78.6604178895295 | -78.6604178895295 |
381 | 0 | 82.5223972335534 | -82.5223972335534 |
382 | 530 | 1844.68063868027 | -1314.68063868027 |
383 | 571 | 1512.02078980017 | -941.020789800174 |
384 | 0 | 94.108335265626 | -94.108335265626 |
385 | 78 | 1360.08614510669 | -1282.08614510669 |
386 | 2489 | 2397.88484470569 | 91.1151552943088 |
387 | 131 | 540.312451594871 | -409.312451594871 |
388 | 923 | 715.888247128215 | 207.111752871785 |
389 | 72 | 424.858578292874 | -352.858578292874 |
390 | 572 | 926.083199250837 | -354.083199250837 |
391 | 397 | 1215.54193274741 | -818.541932747414 |
392 | 450 | 572.861476289156 | -122.861476289156 |
393 | 622 | 512.431175305197 | 109.568824694803 |
394 | 694 | 1135.05919825183 | -441.059198251834 |
395 | 3425 | 515.388130866935 | 2909.61186913306 |
396 | 562 | 735.737927037281 | -173.737927037281 |
397 | 4917 | 2365.33975889272 | 2551.66024110728 |
398 | 1442 | 25758.4282770896 | -24316.4282770896 |
399 | 529 | 683.482048280749 | -154.482048280749 |
400 | 2126 | 4260.98567149517 | -2134.98567149517 |
401 | 1061 | 253.745368870727 | 807.254631129273 |
402 | 776 | 1125.41430681182 | -349.414306811823 |
403 | 611 | 659.355455194269 | -48.3554551942689 |
404 | 1526 | 1961.55050090240 | -435.550500902405 |
405 | 592 | 530.373081321788 | 61.6269186782124 |
406 | 1182 | 1317.51788485871 | -135.517884858709 |
407 | 621 | 1268.10639888040 | -647.106398880397 |
408 | 989 | 1384.74146132617 | -395.74146132617 |
409 | 438 | 1021.79042664365 | -583.79042664365 |
410 | 726 | -345.596039452411 | 1071.59603945241 |
411 | 1303 | 6062.31407203259 | -4759.31407203259 |
412 | 7419 | 2141.68751951665 | 5277.31248048335 |
413 | 1164 | 1434.93075206088 | -270.930752060882 |
414 | 3310 | 4584.48424021938 | -1274.48424021938 |
415 | 1920 | -188.587283968455 | 2108.58728396846 |
416 | 965 | -716.995812717882 | 1681.99581271788 |
417 | 3256 | 3796.84941682896 | -540.84941682896 |
418 | 1135 | 2102.56723400335 | -967.567234003349 |
419 | 1270 | 2306.4609260004 | -1036.4609260004 |
420 | 661 | -336.523489098692 | 997.523489098692 |
421 | 1013 | -321.20412900527 | 1334.20412900527 |
422 | 2844 | 7262.62998886578 | -4418.62998886578 |
423 | 11528 | 4893.94648148372 | 6634.05351851628 |
424 | 6526 | -730.200101454713 | 7256.20010145471 |
425 | 2264 | 2064.53026920289 | 199.469730797105 |
426 | 5109 | 7972.36127104056 | -2863.36127104056 |
427 | 3999 | 196.660716994974 | 3802.33928300503 |
428 | 35624 | 24768.6231569810 | 10855.3768430190 |
429 | 9252 | 2866.47819265816 | 6385.52180734184 |
430 | 15236 | 9666.65667954085 | 5569.34332045915 |
431 | 18073 | 5162.57816839544 | 12910.4218316046 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 1 | 1.71075369330065e-25 | 8.55376846650326e-26 |
9 | 1 | 6.65416218898276e-36 | 3.32708109449138e-36 |
10 | 1 | 8.69259080806658e-38 | 4.34629540403329e-38 |
11 | 1 | 2.08590613500832e-39 | 1.04295306750416e-39 |
12 | 1 | 1.36221272352972e-38 | 6.8110636176486e-39 |
13 | 1 | 1.39768124033521e-55 | 6.98840620167605e-56 |
14 | 1 | 2.29520069022906e-78 | 1.14760034511453e-78 |
15 | 1 | 3.31776783580989e-79 | 1.65888391790495e-79 |
16 | 1 | 2.2762758732359e-79 | 1.13813793661795e-79 |
17 | 1 | 2.03683996329001e-81 | 1.01841998164500e-81 |
18 | 1 | 1.02941323699276e-80 | 5.14706618496378e-81 |
19 | 1 | 4.01420163373768e-92 | 2.00710081686884e-92 |
20 | 1 | 4.59767537538771e-93 | 2.29883768769385e-93 |
21 | 1 | 2.93777994310743e-98 | 1.46888997155371e-98 |
22 | 1 | 6.77510752593266e-112 | 3.38755376296633e-112 |
23 | 1 | 2.75499426433101e-112 | 1.37749713216550e-112 |
24 | 1 | 8.04676329947166e-114 | 4.02338164973583e-114 |
25 | 1 | 1.67668804264253e-113 | 8.38344021321265e-114 |
26 | 1 | 1.10103186060233e-120 | 5.50515930301165e-121 |
27 | 1 | 3.54734330836972e-124 | 1.77367165418486e-124 |
28 | 1 | 1.36257347597617e-126 | 6.81286737988084e-127 |
29 | 1 | 1.51088223974341e-128 | 7.55441119871706e-129 |
30 | 1 | 5.40104790102132e-129 | 2.70052395051066e-129 |
31 | 1 | 1.50644825597067e-128 | 7.53224127985335e-129 |
32 | 1 | 9.51944031249053e-131 | 4.75972015624526e-131 |
33 | 1 | 8.0603142973503e-132 | 4.03015714867515e-132 |
34 | 1 | 2.02481067625512e-131 | 1.01240533812756e-131 |
35 | 1 | 1.33000140189837e-130 | 6.65000700949187e-131 |
36 | 1 | 6.62815428236406e-131 | 3.31407714118203e-131 |
37 | 1 | 5.14043538719526e-133 | 2.57021769359763e-133 |
38 | 1 | 1.51033404044185e-132 | 7.55167020220924e-133 |
39 | 1 | 4.87018002710353e-132 | 2.43509001355176e-132 |
40 | 1 | 1.85005755973265e-132 | 9.25028779866323e-133 |
41 | 1 | 2.27221546025801e-133 | 1.13610773012901e-133 |
42 | 1 | 1.71704339260647e-139 | 8.58521696303237e-140 |
43 | 1 | 1.35352581272360e-138 | 6.76762906361798e-139 |
44 | 1 | 6.8276905726677e-138 | 3.41384528633385e-138 |
45 | 1 | 7.03982473730426e-138 | 3.51991236865213e-138 |
46 | 1 | 1.01102698077854e-137 | 5.05513490389272e-138 |
47 | 1 | 5.01024389983059e-137 | 2.50512194991529e-137 |
48 | 1 | 1.97864862110092e-136 | 9.8932431055046e-137 |
49 | 1 | 6.2356956379245e-136 | 3.11784781896225e-136 |
50 | 1 | 2.27719601033147e-135 | 1.13859800516574e-135 |
51 | 1 | 1.41809772790906e-134 | 7.09048863954528e-135 |
52 | 1 | 1.29809425528781e-134 | 6.49047127643906e-135 |
53 | 1 | 6.9805349421606e-134 | 3.4902674710803e-134 |
54 | 1 | 3.26318598872557e-133 | 1.63159299436279e-133 |
55 | 1 | 1.52439552748792e-133 | 7.62197763743962e-134 |
56 | 1 | 7.38787436223115e-133 | 3.69393718111557e-133 |
57 | 1 | 8.62667683866604e-136 | 4.31333841933302e-136 |
58 | 1 | 4.4487294303251e-136 | 2.22436471516255e-136 |
59 | 1 | 1.41838084774040e-135 | 7.09190423870199e-136 |
60 | 1 | 3.25000205681327e-136 | 1.62500102840663e-136 |
61 | 1 | 5.0292960444031e-137 | 2.51464802220155e-137 |
62 | 1 | 8.90779980124935e-137 | 4.45389990062468e-137 |
63 | 1 | 1.34469718623461e-136 | 6.72348593117306e-137 |
64 | 1 | 1.51383306030867e-136 | 7.56916530154333e-137 |
65 | 1 | 9.37430983295745e-136 | 4.68715491647873e-136 |
66 | 1 | 6.0393028360724e-136 | 3.0196514180362e-136 |
67 | 1 | 1.94932491438896e-135 | 9.74662457194478e-136 |
68 | 1 | 1.10767315430347e-134 | 5.53836577151735e-135 |
69 | 1 | 9.43803980596961e-135 | 4.71901990298481e-135 |
70 | 1 | 5.8089940085048e-134 | 2.9044970042524e-134 |
71 | 1 | 2.42883272254701e-133 | 1.21441636127351e-133 |
72 | 1 | 4.72188111132785e-134 | 2.36094055566393e-134 |
73 | 1 | 1.51980714567322e-133 | 7.59903572836608e-134 |
74 | 1 | 6.11689834150925e-133 | 3.05844917075462e-133 |
75 | 1 | 3.08255011428445e-132 | 1.54127505714222e-132 |
76 | 1 | 1.09541069932975e-131 | 5.47705349664873e-132 |
77 | 1 | 4.73258198660654e-131 | 2.36629099330327e-131 |
78 | 1 | 1.56672157654763e-130 | 7.83360788273813e-131 |
79 | 1 | 5.3130579017876e-130 | 2.6565289508938e-130 |
80 | 1 | 1.97474292994672e-129 | 9.87371464973362e-130 |
81 | 1 | 1.05568980174153e-128 | 5.27844900870765e-129 |
82 | 1 | 4.54385620225638e-128 | 2.27192810112819e-128 |
83 | 1 | 7.9758494461618e-128 | 3.9879247230809e-128 |
84 | 1 | 3.55034372780543e-127 | 1.77517186390272e-127 |
85 | 1 | 1.71231117787771e-126 | 8.56155588938857e-127 |
86 | 1 | 4.69157056840922e-126 | 2.34578528420461e-126 |
87 | 1 | 1.91498095411519e-125 | 9.57490477057596e-126 |
88 | 1 | 8.06345792093117e-125 | 4.03172896046558e-125 |
89 | 1 | 2.12188437857299e-124 | 1.06094218928649e-124 |
90 | 1 | 1.00742401380613e-123 | 5.03712006903067e-124 |
91 | 1 | 5.4177548518769e-123 | 2.70887742593845e-123 |
92 | 1 | 2.50528100132930e-122 | 1.25264050066465e-122 |
93 | 1 | 1.37779378835316e-121 | 6.88896894176581e-122 |
94 | 1 | 5.90878347780494e-122 | 2.95439173890247e-122 |
95 | 1 | 2.93563972243172e-121 | 1.46781986121586e-121 |
96 | 1 | 5.65176746025193e-121 | 2.82588373012597e-121 |
97 | 1 | 2.81955154550383e-120 | 1.40977577275191e-120 |
98 | 1 | 1.36238039372514e-119 | 6.81190196862572e-120 |
99 | 1 | 5.38962339330832e-119 | 2.69481169665416e-119 |
100 | 1 | 2.06297278149793e-118 | 1.03148639074896e-118 |
101 | 1 | 9.5475143713792e-118 | 4.7737571856896e-118 |
102 | 1 | 2.2005851211866e-117 | 1.1002925605933e-117 |
103 | 1 | 7.04289602729969e-117 | 3.52144801364984e-117 |
104 | 1 | 2.02485061596496e-116 | 1.01242530798248e-116 |
105 | 1 | 9.56783600352018e-116 | 4.78391800176009e-116 |
106 | 1 | 2.87903489975512e-115 | 1.43951744987756e-115 |
107 | 1 | 4.17427106324052e-115 | 2.08713553162026e-115 |
108 | 1 | 4.32266296717006e-115 | 2.16133148358503e-115 |
109 | 1 | 1.38105482934973e-114 | 6.90527414674864e-115 |
110 | 1 | 5.70001930338959e-114 | 2.85000965169480e-114 |
111 | 1 | 2.34325960486908e-113 | 1.17162980243454e-113 |
112 | 1 | 8.90222316667521e-113 | 4.45111158333760e-113 |
113 | 1 | 3.28300016091106e-112 | 1.64150008045553e-112 |
114 | 1 | 1.23609491644960e-111 | 6.18047458224801e-112 |
115 | 1 | 2.09696871543649e-111 | 1.04848435771825e-111 |
116 | 1 | 1.07510502655884e-110 | 5.37552513279418e-111 |
117 | 1 | 5.10180042553442e-110 | 2.55090021276721e-110 |
118 | 1 | 7.90380614945083e-110 | 3.95190307472541e-110 |
119 | 1 | 2.84098985833378e-109 | 1.42049492916689e-109 |
120 | 1 | 1.43917260340454e-108 | 7.19586301702268e-109 |
121 | 1 | 4.72183380983624e-109 | 2.36091690491812e-109 |
122 | 1 | 2.17895893116689e-108 | 1.08947946558345e-108 |
123 | 1 | 4.47176193521763e-110 | 2.23588096760881e-110 |
124 | 1 | 1.3482008487217e-109 | 6.7410042436085e-110 |
125 | 1 | 2.30690579252041e-109 | 1.15345289626020e-109 |
126 | 1 | 9.25538352207022e-109 | 4.62769176103511e-109 |
127 | 1 | 4.31884896399319e-108 | 2.15942448199659e-108 |
128 | 1 | 2.14671283927677e-107 | 1.07335641963839e-107 |
129 | 1 | 1.04278213197992e-106 | 5.21391065989958e-107 |
130 | 1 | 4.8188996083168e-106 | 2.4094498041584e-106 |
131 | 1 | 2.35109980801370e-105 | 1.17554990400685e-105 |
132 | 1 | 8.07253408610446e-105 | 4.03626704305223e-105 |
133 | 1 | 3.69060759231543e-104 | 1.84530379615771e-104 |
134 | 1 | 1.61703711135888e-103 | 8.08518555679439e-104 |
135 | 1 | 6.89035218688408e-103 | 3.44517609344204e-103 |
136 | 1 | 3.11931611753586e-102 | 1.55965805876793e-102 |
137 | 1 | 1.49761732746609e-101 | 7.48808663733044e-102 |
138 | 1 | 6.82409715541069e-101 | 3.41204857770534e-101 |
139 | 1 | 2.62552941840527e-100 | 1.31276470920264e-100 |
140 | 1 | 1.17461826166418e-99 | 5.87309130832089e-100 |
141 | 1 | 5.24878191033206e-99 | 2.62439095516603e-99 |
142 | 1 | 2.33025091509821e-98 | 1.16512545754910e-98 |
143 | 1 | 1.02258618292287e-97 | 5.11293091461433e-98 |
144 | 1 | 4.66855823696054e-97 | 2.33427911848027e-97 |
145 | 1 | 2.1678085596241e-96 | 1.08390427981205e-96 |
146 | 1 | 9.84362702964409e-96 | 4.92181351482204e-96 |
147 | 1 | 4.28186950487171e-95 | 2.14093475243586e-95 |
148 | 1 | 1.94990983253464e-94 | 9.74954916267322e-95 |
149 | 1 | 7.94921470262818e-94 | 3.97460735131409e-94 |
150 | 1 | 3.40858745986111e-93 | 1.70429372993056e-93 |
151 | 1 | 1.50294444091096e-92 | 7.5147222045548e-93 |
152 | 1 | 5.72128633341256e-92 | 2.86064316670628e-92 |
153 | 1 | 2.53052796818909e-91 | 1.26526398409455e-91 |
154 | 1 | 1.10183494154625e-90 | 5.50917470773124e-91 |
155 | 1 | 4.72965114713811e-90 | 2.36482557356906e-90 |
156 | 1 | 1.98424268236339e-89 | 9.92121341181695e-90 |
157 | 1 | 8.2896930126903e-89 | 4.14484650634515e-89 |
158 | 1 | 3.48540459775242e-88 | 1.74270229887621e-88 |
159 | 1 | 1.32582910437026e-87 | 6.6291455218513e-88 |
160 | 1 | 5.4638021763481e-87 | 2.73190108817405e-87 |
161 | 1 | 2.24175606805356e-86 | 1.12087803402678e-86 |
162 | 1 | 9.15685404272928e-86 | 4.57842702136464e-86 |
163 | 1 | 3.72347462474617e-85 | 1.86173731237308e-85 |
164 | 1 | 1.54153586719157e-84 | 7.70767933595787e-85 |
165 | 1 | 5.6720446406403e-84 | 2.83602232032015e-84 |
166 | 1 | 2.29107159490914e-83 | 1.14553579745457e-83 |
167 | 1 | 9.16707444814624e-83 | 4.58353722407312e-83 |
168 | 1 | 2.26246155702969e-82 | 1.13123077851484e-82 |
169 | 1 | 5.2454707459865e-82 | 2.62273537299325e-82 |
170 | 1 | 2.06405976002663e-81 | 1.03202988001332e-81 |
171 | 1 | 8.08425930143795e-81 | 4.04212965071897e-81 |
172 | 1 | 3.25479906325640e-80 | 1.62739953162820e-80 |
173 | 1 | 1.26322528388294e-79 | 6.31612641941468e-80 |
174 | 1 | 5.1225296164379e-79 | 2.56126480821895e-79 |
175 | 1 | 1.97057819049319e-78 | 9.85289095246593e-79 |
176 | 1 | 7.88855762956559e-78 | 3.94427881478279e-78 |
177 | 1 | 2.74189734046045e-80 | 1.37094867023023e-80 |
178 | 1 | 1.06527567662869e-79 | 5.32637838314344e-80 |
179 | 1 | 4.17443884058398e-79 | 2.08721942029199e-79 |
180 | 1 | 1.62853663230065e-78 | 8.14268316150323e-79 |
181 | 1 | 6.27947073364692e-78 | 3.13973536682346e-78 |
182 | 1 | 2.51742753406820e-77 | 1.25871376703410e-77 |
183 | 1 | 8.09977310079056e-77 | 4.04988655039528e-77 |
184 | 1 | 2.87221397342119e-76 | 1.43610698671059e-76 |
185 | 1 | 1.13885245685808e-75 | 5.6942622842904e-76 |
186 | 1 | 4.23137212976614e-75 | 2.11568606488307e-75 |
187 | 1 | 1.12435914050525e-74 | 5.62179570252626e-75 |
188 | 1 | 4.39452598615993e-74 | 2.19726299307997e-74 |
189 | 1 | 1.69044294891886e-73 | 8.45221474459428e-74 |
190 | 1 | 6.3113446219971e-73 | 3.15567231099855e-73 |
191 | 1 | 2.39371096975624e-72 | 1.19685548487812e-72 |
192 | 1 | 8.8530659813574e-72 | 4.4265329906787e-72 |
193 | 1 | 3.39013633850436e-71 | 1.69506816925218e-71 |
194 | 1 | 1.24255683912431e-70 | 6.21278419562153e-71 |
195 | 1 | 4.64371472132498e-70 | 2.32185736066249e-70 |
196 | 1 | 1.68619651700348e-69 | 8.4309825850174e-70 |
197 | 1 | 5.22029340735522e-69 | 2.61014670367761e-69 |
198 | 1 | 1.87952814003108e-68 | 9.39764070015539e-69 |
199 | 1 | 6.73522317066302e-68 | 3.36761158533151e-68 |
200 | 1 | 1.60005405410997e-67 | 8.00027027054983e-68 |
201 | 1 | 5.72302875972611e-67 | 2.86151437986305e-67 |
202 | 1 | 2.03735536973605e-66 | 1.01867768486802e-66 |
203 | 1 | 7.21848176095664e-66 | 3.60924088047832e-66 |
204 | 1 | 2.64347729271051e-65 | 1.32173864635525e-65 |
205 | 1 | 9.2231630827692e-65 | 4.6115815413846e-65 |
206 | 1 | 3.3378833717864e-64 | 1.6689416858932e-64 |
207 | 1 | 1.18773784329469e-63 | 5.93868921647343e-64 |
208 | 1 | 4.12434926128662e-63 | 2.06217463064331e-63 |
209 | 1 | 1.34135263203372e-62 | 6.70676316016861e-63 |
210 | 1 | 4.66511887845526e-62 | 2.33255943922763e-62 |
211 | 1 | 1.59564572274713e-61 | 7.97822861373565e-62 |
212 | 1 | 5.43137135541609e-61 | 2.71568567770805e-61 |
213 | 1 | 1.86601354054305e-60 | 9.33006770271525e-61 |
214 | 1 | 6.46408064099808e-60 | 3.23204032049904e-60 |
215 | 1 | 2.19356980726704e-59 | 1.09678490363352e-59 |
216 | 1 | 7.45924762806057e-59 | 3.72962381403028e-59 |
217 | 1 | 2.56979903797009e-58 | 1.28489951898505e-58 |
218 | 1 | 8.58612351155124e-58 | 4.29306175577562e-58 |
219 | 1 | 2.87869638042523e-57 | 1.43934819021261e-57 |
220 | 1 | 9.1649018464153e-57 | 4.58245092320765e-57 |
221 | 1 | 3.06473009433012e-56 | 1.53236504716506e-56 |
222 | 1 | 9.95731774293666e-56 | 4.97865887146833e-56 |
223 | 1 | 3.24703102985209e-55 | 1.62351551492604e-55 |
224 | 1 | 1.05754841338839e-54 | 5.28774206694197e-55 |
225 | 1 | 3.41369304901207e-54 | 1.70684652450603e-54 |
226 | 1 | 1.05353308135377e-53 | 5.26766540676884e-54 |
227 | 1 | 3.4739058306927e-53 | 1.73695291534635e-53 |
228 | 1 | 1.10171383347762e-52 | 5.50856916738809e-53 |
229 | 1 | 3.53531592726406e-52 | 1.76765796363203e-52 |
230 | 1 | 1.11044307309737e-51 | 5.55221536548683e-52 |
231 | 1 | 3.58911256714016e-51 | 1.79455628357008e-51 |
232 | 1 | 1.08522600410298e-50 | 5.42613002051488e-51 |
233 | 1 | 3.36050451671348e-50 | 1.68025225835674e-50 |
234 | 1 | 1.06615085152282e-49 | 5.33075425761408e-50 |
235 | 1 | 3.27354712709191e-49 | 1.63677356354596e-49 |
236 | 1 | 9.99645610947147e-49 | 4.99822805473574e-49 |
237 | 1 | 3.03826588636747e-48 | 1.51913294318374e-48 |
238 | 1 | 9.47247783504856e-48 | 4.73623891752428e-48 |
239 | 1 | 2.85124184847485e-47 | 1.42562092423742e-47 |
240 | 1 | 8.5382272235216e-47 | 4.2691136117608e-47 |
241 | 1 | 2.54363136827067e-46 | 1.27181568413533e-46 |
242 | 1 | 7.69191789793302e-46 | 3.84595894896651e-46 |
243 | 1 | 2.26851171893131e-45 | 1.13425585946565e-45 |
244 | 1 | 6.8909565654893e-45 | 3.44547828274465e-45 |
245 | 1 | 1.07259069776443e-44 | 5.36295348882215e-45 |
246 | 1 | 3.11232679914101e-44 | 1.55616339957050e-44 |
247 | 1 | 8.98237136370301e-44 | 4.49118568185150e-44 |
248 | 1 | 2.645353566394e-43 | 1.322676783197e-43 |
249 | 1 | 7.57381250106239e-43 | 3.78690625053120e-43 |
250 | 1 | 2.15669330636368e-42 | 1.07834665318184e-42 |
251 | 1 | 6.3758708169517e-42 | 3.18793540847585e-42 |
252 | 1 | 1.79798122024017e-41 | 8.98990610120084e-42 |
253 | 1 | 5.14356816897803e-41 | 2.57178408448902e-41 |
254 | 1 | 9.94226408531689e-41 | 4.97113204265844e-41 |
255 | 1 | 1.12572395624945e-40 | 5.62861978124725e-41 |
256 | 1 | 3.19445187406346e-40 | 1.59722593703173e-40 |
257 | 1 | 9.04724142198798e-40 | 4.52362071099399e-40 |
258 | 1 | 2.43307603482732e-39 | 1.21653801741366e-39 |
259 | 1 | 6.81739543192161e-39 | 3.40869771596081e-39 |
260 | 1 | 1.90008565457799e-38 | 9.50042827288993e-39 |
261 | 1 | 5.26754100525401e-38 | 2.63377050262701e-38 |
262 | 1 | 1.4524816967591e-37 | 7.2624084837955e-38 |
263 | 1 | 4.09324573809753e-37 | 2.04662286904876e-37 |
264 | 1 | 1.11698648410844e-36 | 5.58493242054218e-37 |
265 | 1 | 3.03379289344494e-36 | 1.51689644672247e-36 |
266 | 1 | 8.19522256868363e-36 | 4.09761128434181e-36 |
267 | 1 | 2.20170661655730e-35 | 1.10085330827865e-35 |
268 | 1 | 5.69857431231114e-35 | 2.84928715615557e-35 |
269 | 1 | 1.51366702715265e-34 | 7.56833513576326e-35 |
270 | 1 | 3.64353531916988e-34 | 1.82176765958494e-34 |
271 | 1 | 9.6206430456907e-34 | 4.81032152284535e-34 |
272 | 1 | 2.52628738763117e-33 | 1.26314369381559e-33 |
273 | 1 | 6.59697989630646e-33 | 3.29848994815323e-33 |
274 | 1 | 1.68522552534172e-32 | 8.42612762670858e-33 |
275 | 1 | 4.3675181021083e-32 | 2.18375905105415e-32 |
276 | 1 | 1.16000143355955e-31 | 5.80000716779777e-32 |
277 | 1 | 2.90395549642696e-31 | 1.45197774821348e-31 |
278 | 1 | 7.43547535954212e-31 | 3.71773767977106e-31 |
279 | 1 | 1.82339967384272e-30 | 9.1169983692136e-31 |
280 | 1 | 4.7453407356352e-30 | 2.3726703678176e-30 |
281 | 1 | 1.20188540374586e-29 | 6.00942701872929e-30 |
282 | 1 | 3.02715506416058e-29 | 1.51357753208029e-29 |
283 | 1 | 7.12763148840425e-29 | 3.56381574420212e-29 |
284 | 1 | 1.78227942247135e-28 | 8.91139711235676e-29 |
285 | 1 | 4.52851295275303e-28 | 2.26425647637652e-28 |
286 | 1 | 1.12044317629525e-27 | 5.60221588147627e-28 |
287 | 1 | 2.66575325389313e-27 | 1.33287662694657e-27 |
288 | 1 | 6.6094662971201e-27 | 3.30473314856005e-27 |
289 | 1 | 1.60735661842521e-26 | 8.03678309212603e-27 |
290 | 1 | 3.95953667427057e-26 | 1.97976833713528e-26 |
291 | 1 | 9.53866599794052e-26 | 4.76933299897026e-26 |
292 | 1 | 2.33796788326458e-25 | 1.16898394163229e-25 |
293 | 1 | 5.66263553367018e-25 | 2.83131776683509e-25 |
294 | 1 | 1.34399854245061e-24 | 6.71999271225306e-25 |
295 | 1 | 3.22881022943532e-24 | 1.61440511471766e-24 |
296 | 1 | 7.37381239597565e-24 | 3.68690619798782e-24 |
297 | 1 | 1.72239567269096e-23 | 8.61197836345479e-24 |
298 | 1 | 3.99956767327432e-23 | 1.99978383663716e-23 |
299 | 1 | 9.23242686731155e-23 | 4.61621343365577e-23 |
300 | 1 | 2.17245511283788e-22 | 1.08622755641894e-22 |
301 | 1 | 5.0576593329007e-22 | 2.52882966645035e-22 |
302 | 1 | 1.14672221711788e-21 | 5.73361108558941e-22 |
303 | 1 | 2.60411689683961e-21 | 1.30205844841980e-21 |
304 | 1 | 5.84493176344852e-21 | 2.92246588172426e-21 |
305 | 1 | 1.30913098346336e-20 | 6.5456549173168e-21 |
306 | 1 | 2.96875708429729e-20 | 1.48437854214864e-20 |
307 | 1 | 6.55611768787353e-20 | 3.27805884393676e-20 |
308 | 1 | 1.43661309583498e-19 | 7.18306547917491e-20 |
309 | 1 | 3.20635216411051e-19 | 1.60317608205525e-19 |
310 | 1 | 6.9842075785193e-19 | 3.49210378925965e-19 |
311 | 1 | 1.51190447292971e-18 | 7.55952236464857e-19 |
312 | 1 | 2.76205963148542e-18 | 1.38102981574271e-18 |
313 | 1 | 5.95014449049978e-18 | 2.97507224524989e-18 |
314 | 1 | 1.28429969873374e-17 | 6.4214984936687e-18 |
315 | 1 | 2.78689511887237e-17 | 1.39344755943618e-17 |
316 | 1 | 5.86759634486504e-17 | 2.93379817243252e-17 |
317 | 1 | 1.23210886383022e-16 | 6.16054431915109e-17 |
318 | 1 | 2.5106633611173e-16 | 1.25533168055865e-16 |
319 | 1 | 5.31787986294688e-16 | 2.65893993147344e-16 |
320 | 1 | 1.10395262647103e-15 | 5.51976313235516e-16 |
321 | 0.999999999999999 | 2.27712159112737e-15 | 1.13856079556368e-15 |
322 | 0.999999999999998 | 4.66687445574164e-15 | 2.33343722787082e-15 |
323 | 0.999999999999995 | 9.50276551348024e-15 | 4.75138275674012e-15 |
324 | 0.99999999999999 | 1.92237196780204e-14 | 9.61185983901021e-15 |
325 | 0.99999999999998 | 3.86338063755340e-14 | 1.93169031877670e-14 |
326 | 0.999999999999961 | 7.75830553362062e-14 | 3.87915276681031e-14 |
327 | 0.999999999999923 | 1.53883213986992e-13 | 7.69416069934959e-14 |
328 | 0.999999999999848 | 3.03176425788262e-13 | 1.51588212894131e-13 |
329 | 0.999999999999703 | 5.93276351119939e-13 | 2.96638175559970e-13 |
330 | 0.999999999999423 | 1.15306364298907e-12 | 5.76531821494535e-13 |
331 | 0.999999999998887 | 2.22567085556982e-12 | 1.11283542778491e-12 |
332 | 0.999999999997867 | 4.26634896330983e-12 | 2.13317448165492e-12 |
333 | 0.99999999999594 | 8.12111220509508e-12 | 4.06055610254754e-12 |
334 | 0.999999999992236 | 1.55278754580569e-11 | 7.76393772902847e-12 |
335 | 0.99999999998536 | 2.92805862463827e-11 | 1.46402931231914e-11 |
336 | 0.999999999972749 | 5.45024424950736e-11 | 2.72512212475368e-11 |
337 | 0.999999999948504 | 1.02991850179368e-10 | 5.14959250896841e-11 |
338 | 0.999999999905155 | 1.89689914818914e-10 | 9.4844957409457e-11 |
339 | 0.999999999825763 | 3.4847338341549e-10 | 1.74236691707745e-10 |
340 | 0.999999999677438 | 6.45123301741058e-10 | 3.22561650870529e-10 |
341 | 0.99999999940669 | 1.18661876510047e-09 | 5.93309382550234e-10 |
342 | 0.999999998935053 | 2.12989464426466e-09 | 1.06494732213233e-09 |
343 | 0.999999998102698 | 3.79460461805652e-09 | 1.89730230902826e-09 |
344 | 0.999999996645106 | 6.70978779266669e-09 | 3.35489389633335e-09 |
345 | 0.99999999400642 | 1.19871620687968e-08 | 5.99358103439838e-09 |
346 | 0.999999989553043 | 2.08939134202347e-08 | 1.04469567101173e-08 |
347 | 0.9999999817095 | 3.65810018646951e-08 | 1.82905009323475e-08 |
348 | 0.999999968593609 | 6.28127826326232e-08 | 3.14063913163116e-08 |
349 | 0.999999946492698 | 1.07014603969927e-07 | 5.35073019849633e-08 |
350 | 0.99999991705204 | 1.65895920610838e-07 | 8.29479603054188e-08 |
351 | 0.999999863366227 | 2.73267546031279e-07 | 1.36633773015639e-07 |
352 | 0.999999768158032 | 4.63683935408028e-07 | 2.31841967704014e-07 |
353 | 0.999999620727542 | 7.58544915225465e-07 | 3.79272457612733e-07 |
354 | 0.999999379762332 | 1.24047533669721e-06 | 6.20237668348605e-07 |
355 | 0.999998994471781 | 2.01105643776769e-06 | 1.00552821888384e-06 |
356 | 0.999998383447213 | 3.23310557422883e-06 | 1.61655278711442e-06 |
357 | 0.999997337643407 | 5.3247131868753e-06 | 2.66235659343765e-06 |
358 | 0.999995778942146 | 8.44211570725815e-06 | 4.22105785362908e-06 |
359 | 0.999993364673064 | 1.32706538714290e-05 | 6.63532693571448e-06 |
360 | 0.999989659141656 | 2.06817166877765e-05 | 1.03408583438882e-05 |
361 | 0.99998378937845 | 3.24212431008755e-05 | 1.62106215504377e-05 |
362 | 0.999975158165745 | 4.96836685096186e-05 | 2.48418342548093e-05 |
363 | 0.999962266154422 | 7.54676911564012e-05 | 3.77338455782006e-05 |
364 | 0.999942299301383 | 0.000115401397234697 | 5.77006986173487e-05 |
365 | 0.999912234560124 | 0.000175530879751238 | 8.77654398756188e-05 |
366 | 0.999870017950885 | 0.000259964098229018 | 0.000129982049114509 |
367 | 0.999809235957025 | 0.000381528085949042 | 0.000190764042974521 |
368 | 0.999722583231853 | 0.000554833536293787 | 0.000277416768146894 |
369 | 0.999600274150501 | 0.000799451698997983 | 0.000399725849498991 |
370 | 0.999421572964843 | 0.00115685407031336 | 0.000578427035156681 |
371 | 0.999181440718975 | 0.00163711856204939 | 0.000818559281024694 |
372 | 0.998862012652202 | 0.00227597469559698 | 0.00113798734779849 |
373 | 0.998383392142298 | 0.00323321571540327 | 0.00161660785770163 |
374 | 0.997739487284224 | 0.00452102543155291 | 0.00226051271577645 |
375 | 0.996915160640609 | 0.00616967871878238 | 0.00308483935939119 |
376 | 0.995830434681219 | 0.0083391306375615 | 0.00416956531878075 |
377 | 0.994232837935163 | 0.0115343241296745 | 0.00576716206483726 |
378 | 0.992447531450319 | 0.0151049370993628 | 0.00755246854968139 |
379 | 0.991293156585884 | 0.0174136868282328 | 0.0087068434141164 |
380 | 0.988689640598253 | 0.0226207188034940 | 0.0113103594017470 |
381 | 0.985452215761868 | 0.0290955684762643 | 0.0145477842381321 |
382 | 0.980619067172412 | 0.0387618656551754 | 0.0193809328275877 |
383 | 0.975182594657364 | 0.049634810685273 | 0.0248174053426365 |
384 | 0.96888386924732 | 0.0622322615053586 | 0.0311161307526793 |
385 | 0.960074038535072 | 0.0798519229298551 | 0.0399259614649276 |
386 | 0.949147576740384 | 0.101704846519232 | 0.0508524232596162 |
387 | 0.938255578355922 | 0.123488843288156 | 0.0617444216440782 |
388 | 0.927381031877584 | 0.145237936244831 | 0.0726189681224156 |
389 | 0.912494957216714 | 0.175010085566572 | 0.0875050427832859 |
390 | 0.896311345064673 | 0.207377309870654 | 0.103688654935327 |
391 | 0.876858751409506 | 0.246282497180988 | 0.123141248590494 |
392 | 0.855273996252587 | 0.289452007494826 | 0.144726003747413 |
393 | 0.828907509084442 | 0.342184981831117 | 0.171092490915558 |
394 | 0.811365565144624 | 0.377268869710752 | 0.188634434855376 |
395 | 0.810961835777438 | 0.378076328445124 | 0.189038164222562 |
396 | 0.786353980090717 | 0.427292039818566 | 0.213646019909283 |
397 | 0.811366627564848 | 0.377266744870303 | 0.188633372435152 |
398 | 0.99941302633178 | 0.00117394733644031 | 0.000586973668220155 |
399 | 0.999027659347302 | 0.00194468130539685 | 0.000972340652698426 |
400 | 0.998460738127862 | 0.00307852374427684 | 0.00153926187213842 |
401 | 0.997737207989042 | 0.00452558402191613 | 0.00226279201095806 |
402 | 0.996490892699374 | 0.00701821460125114 | 0.00350910730062557 |
403 | 0.994600772489505 | 0.0107984550209892 | 0.0053992275104946 |
404 | 0.991220304799703 | 0.0175593904005933 | 0.00877969520029667 |
405 | 0.986536111959445 | 0.0269277760811105 | 0.0134638880405552 |
406 | 0.980417449860781 | 0.0391651002784374 | 0.0195825501392187 |
407 | 0.970778478748713 | 0.0584430425025735 | 0.0292215212512867 |
408 | 0.957875974751673 | 0.0842480504966549 | 0.0421240252483274 |
409 | 0.939674377255178 | 0.120651245489644 | 0.0603256227448219 |
410 | 0.918208007359584 | 0.163583985280833 | 0.0817919926404165 |
411 | 0.916718639256781 | 0.166562721486438 | 0.0832813607432188 |
412 | 0.948573786351287 | 0.102852427297427 | 0.0514262136487135 |
413 | 0.923749765276096 | 0.152500469447808 | 0.0762502347239041 |
414 | 0.900129929158922 | 0.199740141682157 | 0.0998700708410785 |
415 | 0.864195425837331 | 0.271609148325338 | 0.135804574162669 |
416 | 0.83377204426884 | 0.332455911462321 | 0.166227955731161 |
417 | 0.838315374615771 | 0.323369250768457 | 0.161684625384229 |
418 | 0.78876471774035 | 0.422470564519298 | 0.211235282259649 |
419 | 0.713148191883545 | 0.57370361623291 | 0.286851808116455 |
420 | 0.687704574293846 | 0.624590851412307 | 0.312295425706154 |
421 | 0.773784124099844 | 0.452431751800312 | 0.226215875900156 |
422 | 0.668221296949859 | 0.663557406100282 | 0.331778703050141 |
423 | 0.629173124045506 | 0.741653751908987 | 0.370826875954494 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 374 | 0.899038461538462 | NOK |
5% type I error level | 385 | 0.92548076923077 | NOK |
10% type I error level | 389 | 0.935096153846154 | NOK |