Multiple Linear Regression - Estimated Regression Equation |
PRICE[t] = -104.889303810197 + 0.117702952778932PRODUCTION[t] + 0.0480947516728822RENEW_RISID[t] -0.00712403902713777RENEW_IND[t] + 0.0721328701854039GOLD[t] + 0.00242154636140922DOWJONES[t] + 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) | -104.889303810197 | 22.317008 | -4.7 | 4e-06 | 2e-06 |
PRODUCTION | 0.117702952778932 | 0.037222 | 3.1622 | 0.001763 | 0.000881 |
RENEW_RISID | 0.0480947516728822 | 0.009926 | 4.8454 | 2e-06 | 1e-06 |
RENEW_IND | -0.00712403902713777 | 0.003516 | -2.0262 | 0.043828 | 0.021914 |
GOLD | 0.0721328701854039 | 0.004903 | 14.7116 | 0 | 0 |
DOWJONES | 0.00242154636140922 | 0.000515 | 4.7019 | 4e-06 | 2e-06 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.91056701374291 |
R-squared | 0.829132286516682 |
Adjusted R-squared | 0.825659365510924 |
F-TEST (value) | 238.742051760431 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 246 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 9.96317269690671 |
Sum Squared Residuals | 24419.1433063433 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 17.98 | 27.5116865367154 | -9.53168653671538 |
2 | 17.83 | 22.6352623611023 | -4.80526236110228 |
3 | 19.45 | 25.9667958901441 | -6.51679589014407 |
4 | 21.04 | 26.0977420475841 | -5.05774204758409 |
5 | 20.03 | 27.6146839120432 | -7.58468391204316 |
6 | 20.01 | 25.4098213712868 | -5.39982137128684 |
7 | 19.64 | 27.9086688265226 | -8.26866882652265 |
8 | 18.52 | 27.4087925033978 | -8.88879250339784 |
9 | 19.59 | 26.5756228480577 | -6.9856228480577 |
10 | 20.09 | 28.2360519738204 | -8.14605197382035 |
11 | 19.82 | 29.7792430398659 | -9.95924303986591 |
12 | 21.09 | 31.5330933767092 | -10.4430933767092 |
13 | 22.64 | 18.1596056497113 | 4.48039435028872 |
14 | 22.11 | 16.7179595101935 | 5.39204048980653 |
15 | 20.42 | 18.1778072969385 | 2.24219270306151 |
16 | 18.58 | 16.1030827717881 | 2.47691722821185 |
17 | 18.24 | 17.9187370634091 | 0.321262936590915 |
18 | 16.87 | 16.8896948367076 | -0.0196948367076275 |
19 | 18.64 | 16.0287366062871 | 2.61126339371294 |
20 | 27.17 | 11.9544405076450 | 15.2155594923550 |
21 | 33.69 | 13.6361101276203 | 20.0538898723797 |
22 | 35.92 | 14.6757670106622 | 21.2442329893378 |
23 | 32.3 | 15.8738511010428 | 16.4261488989572 |
24 | 27.34 | 15.3358465829885 | 12.0041534170115 |
25 | 24.96 | 16.0908006160946 | 8.86919938390539 |
26 | 20.52 | 15.5830528488724 | 4.93694715112758 |
27 | 19.86 | 18.4803419589059 | 1.37965804109407 |
28 | 20.82 | 16.9192699658756 | 3.90073003412445 |
29 | 21.24 | 17.0183962700608 | 4.22160372993919 |
30 | 20.2 | 16.3439660103880 | 3.85603398961203 |
31 | 21.42 | 18.8157608724326 | 2.60423912756742 |
32 | 21.69 | 14.7645812628136 | 6.92541873718637 |
33 | 21.86 | 13.1993267682523 | 8.66067323174775 |
34 | 23.23 | 16.0691490124367 | 7.16085098756328 |
35 | 22.47 | 15.6682330790425 | 6.80176692095752 |
36 | 19.52 | 16.2321312724614 | 3.28786872753857 |
37 | 18.82 | 17.002990795728 | 1.81700920427199 |
38 | 19 | 17.0417655886324 | 1.95823441136759 |
39 | 18.92 | 18.1246656663741 | 0.795334333625948 |
40 | 20.24 | 17.9130166393015 | 2.32698336069847 |
41 | 20.94 | 19.1378904708201 | 1.80210952917992 |
42 | 22.38 | 15.8139756127610 | 6.56602438723903 |
43 | 21.76 | 17.3097644703263 | 4.45023552967367 |
44 | 21.35 | 15.0715928431380 | 6.27840715686195 |
45 | 21.9 | 15.6127519241858 | 6.28724807581424 |
46 | 21.69 | 16.1536316067348 | 5.53636839326525 |
47 | 20.34 | 14.2493584585759 | 6.09064154142409 |
48 | 19.41 | 16.1594807456505 | 3.25051925434947 |
49 | 19.08 | 11.3384674425480 | 7.74153255745197 |
50 | 20.05 | 10.8344830521677 | 9.21551694783234 |
51 | 20.35 | 11.9607483762705 | 8.38925162372946 |
52 | 20.27 | 12.8242623125756 | 7.44573768742442 |
53 | 19.94 | 18.1403487067046 | 1.79965129329539 |
54 | 19.07 | 17.1571557256925 | 1.91284427430750 |
55 | 17.87 | 19.2843579859423 | -1.41435798594234 |
56 | 18.01 | 15.0519476529281 | 2.95805234707193 |
57 | 17.51 | 13.2496692286537 | 4.26033077134631 |
58 | 18.15 | 15.211532919818 | 2.93846708018199 |
59 | 16.7 | 14.7043856237748 | 1.99561437622520 |
60 | 14.51 | 16.8670644003916 | -2.35706440039163 |
61 | 15 | 13.4994193461376 | 1.50058065386239 |
62 | 14.78 | 13.8589887546245 | 0.921011245375534 |
63 | 14.66 | 15.2580597956702 | -0.598059795670185 |
64 | 16.38 | 14.8627204498052 | 1.51727955019477 |
65 | 17.88 | 19.1911753825075 | -1.31117538250750 |
66 | 19.07 | 17.7922981917651 | 1.27770180823487 |
67 | 19.65 | 14.7204985500936 | 4.92950144990643 |
68 | 18.38 | 16.0707219339184 | 2.30927806608162 |
69 | 17.46 | 17.3728900209012 | 0.0871099790988252 |
70 | 17.71 | 17.0473209392917 | 0.662679060708275 |
71 | 18.1 | 16.1964013828022 | 1.90359861719784 |
72 | 17.16 | 17.4495391821877 | -0.289539182187658 |
73 | 17.99 | 17.8142677086217 | 0.175732291378263 |
74 | 18.53 | 18.159751097106 | 0.370248902893994 |
75 | 18.55 | 18.4959441612015 | 0.0540558387984892 |
76 | 19.87 | 18.3771436857100 | 1.49285631429003 |
77 | 19.74 | 20.9771925227311 | -1.23719252273105 |
78 | 18.42 | 20.0604624648281 | -1.64046246482815 |
79 | 17.3 | 17.8964994476814 | -0.596499447681417 |
80 | 18.03 | 17.2700913775093 | 0.7599086224907 |
81 | 18.23 | 19.3981957101286 | -1.16819571012863 |
82 | 17.44 | 18.4482262272593 | -1.00822622725926 |
83 | 17.99 | 20.2876593797135 | -2.29765937971346 |
84 | 19.04 | 22.0623599508890 | -3.02235995088904 |
85 | 18.88 | 23.2965447152187 | -4.41654471521867 |
86 | 19.07 | 25.6979265502159 | -6.62792655021591 |
87 | 21.36 | 25.0701642535782 | -3.71016425357821 |
88 | 23.57 | 26.8454700667397 | -3.27547006673968 |
89 | 21.25 | 26.1617888420469 | -4.91178884204692 |
90 | 20.45 | 23.9499517986099 | -3.49995179860994 |
91 | 21.32 | 22.9596632007784 | -1.63966320077838 |
92 | 21.96 | 21.8103255153175 | 0.149674484682457 |
93 | 23.99 | 24.42138773955 | -0.431387739550004 |
94 | 24.9 | 23.1318572157275 | 1.76814278427246 |
95 | 23.71 | 24.4847694425604 | -0.774769442560448 |
96 | 25.39 | 27.2580512836184 | -1.86805128361839 |
97 | 25.17 | 20.8298072927743 | 4.34019270722571 |
98 | 22.21 | 21.8543136055894 | 0.355686394410636 |
99 | 20.99 | 22.2134853260999 | -1.22348532609992 |
100 | 19.72 | 22.7455840971514 | -3.02558409715144 |
101 | 20.83 | 22.5676153320655 | -1.73761533206546 |
102 | 19.17 | 23.5083119540895 | -4.33831195408945 |
103 | 19.63 | 23.2814550666565 | -3.65145506665655 |
104 | 19.93 | 22.5265212543422 | -2.59652125434218 |
105 | 19.79 | 23.6059667068032 | -3.81596670680316 |
106 | 21.26 | 20.7605631434723 | 0.499436856527690 |
107 | 20.17 | 21.8806415576323 | -1.71064155763232 |
108 | 18.32 | 22.0195541580338 | -3.69955415803379 |
109 | 16.71 | 19.4214194078359 | -2.71141940783587 |
110 | 16.06 | 24.0702179902351 | -8.01021799023515 |
111 | 15.02 | 24.8760820844630 | -9.85608208446304 |
112 | 15.44 | 25.6988273744425 | -10.2588273744425 |
113 | 14.86 | 24.0735439948169 | -9.2135439948169 |
114 | 13.66 | 26.4767561269799 | -12.8167561269799 |
115 | 14.08 | 23.2951718275664 | -9.21517182756637 |
116 | 13.36 | 17.8129035228428 | -4.45290352284278 |
117 | 14.95 | 18.6998826548025 | -3.74988265480249 |
118 | 14.39 | 20.8577264325112 | -6.46772643251116 |
119 | 12.85 | 24.3059150134954 | -11.4559150134954 |
120 | 11.28 | 22.687198665125 | -11.4071986651250 |
121 | 12.47 | 22.9529449923816 | -10.4829449923816 |
122 | 12.01 | 24.4837443155895 | -12.4737443155895 |
123 | 14.66 | 27.8181919772745 | -13.1581919772745 |
124 | 17.34 | 25.4788068010321 | -8.13880680103205 |
125 | 17.75 | 22.4938408287934 | -4.74384082879345 |
126 | 17.89 | 23.6578889153506 | -5.76788891535062 |
127 | 20.07 | 23.0557304626978 | -2.98573046269780 |
128 | 21.26 | 23.7642693153384 | -2.50426931533839 |
129 | 23.88 | 23.5536657515353 | 0.326334248464716 |
130 | 22.64 | 30.2350419477073 | -7.59504194770725 |
131 | 24.97 | 26.8718596486778 | -1.90185964867778 |
132 | 26.08 | 28.583864519125 | -2.50386451912502 |
133 | 27.18 | 30.6130552217986 | -3.43305522179863 |
134 | 29.35 | 27.633932196992 | 1.71606780300803 |
135 | 29.89 | 29.1863965396165 | 0.703603460383547 |
136 | 25.74 | 28.8465171742626 | -3.10651717426262 |
137 | 28.78 | 29.4901222491942 | -0.710122249194202 |
138 | 31.83 | 30.2852794560428 | 1.54472054395716 |
139 | 29.77 | 30.0864320543926 | -0.316432054392644 |
140 | 31.22 | 32.0740424235524 | -0.854042423552365 |
141 | 33.88 | 30.8724385543363 | 3.0075614456637 |
142 | 33.08 | 30.9344006644506 | 2.14559933554941 |
143 | 34.4 | 29.5843568469674 | 4.81564315303256 |
144 | 28.46 | 29.7340932443796 | -1.27409324437962 |
145 | 29.58 | 29.2421449175478 | 0.337855082452175 |
146 | 29.61 | 26.9417956045306 | 2.66820439546943 |
147 | 27.24 | 27.3025339435290 | -0.0625339435289702 |
148 | 27.41 | 27.7322868340094 | -0.322286834009443 |
149 | 28.64 | 29.0899381648704 | -0.44993816487039 |
150 | 27.6 | 25.4801285598377 | 2.11987144016230 |
151 | 26.45 | 27.8138837264455 | -1.36388372644554 |
152 | 27.47 | 26.6610963103992 | 0.808903689600795 |
153 | 25.88 | 24.1616651077142 | 1.71833489228579 |
154 | 22.21 | 24.4469087990168 | -2.23690879901677 |
155 | 19.67 | 26.0755409776619 | -6.40554097766187 |
156 | 19.33 | 26.3731014607747 | -7.0431014607747 |
157 | 19.67 | 26.0390170180132 | -6.36901701801319 |
158 | 20.74 | 27.1308039656561 | -6.39080396565607 |
159 | 24.42 | 28.7703614275323 | -4.35036142753232 |
160 | 26.27 | 27.0333806905667 | -0.763380690566729 |
161 | 27.02 | 28.4662015671377 | -1.44620156713769 |
162 | 25.52 | 27.2212185103928 | -1.70121851039283 |
163 | 26.94 | 25.4153851053318 | 1.52461489466821 |
164 | 28.38 | 25.5537785878307 | 2.82622141216926 |
165 | 29.67 | 23.0573344583791 | 6.61266554162085 |
166 | 28.85 | 26.2336003886498 | 2.61639961135019 |
167 | 26.27 | 27.9502308671660 | -1.68023086716604 |
168 | 29.42 | 25.7011683855672 | 3.71883161443277 |
169 | 32.94 | 29.0057378610055 | 3.93426213899451 |
170 | 35.87 | 29.7562346596081 | 6.11376534039187 |
171 | 33.55 | 30.3621665222163 | 3.18783347778373 |
172 | 28.25 | 28.8620920800045 | -0.612092080004491 |
173 | 28.14 | 32.2421143578129 | -4.10211435781286 |
174 | 30.72 | 31.2480586104679 | -0.528058610467876 |
175 | 30.76 | 32.0753352246259 | -1.31533522462588 |
176 | 31.59 | 33.8526484325604 | -2.2626484325604 |
177 | 28.29 | 35.4871536537612 | -7.19715365376117 |
178 | 30.33 | 38.1245891155499 | -7.7945891155499 |
179 | 31.09 | 38.6947641935051 | -7.60476419350505 |
180 | 32.15 | 42.795919524325 | -10.6459195243250 |
181 | 34.27 | 43.1197542545215 | -8.84975425452154 |
182 | 34.74 | 42.3258532592666 | -7.58585325926655 |
183 | 36.76 | 42.6657396845537 | -5.90573968455366 |
184 | 36.69 | 41.4204526630724 | -4.73045266307236 |
185 | 40.28 | 40.5534155330419 | -0.273415533041936 |
186 | 38.02 | 42.8139128826059 | -4.79391288260591 |
187 | 40.69 | 43.2239966195251 | -2.53399661952515 |
188 | 44.94 | 42.3543896649615 | 2.58561033503851 |
189 | 45.95 | 43.0458451081243 | 2.90415489187567 |
190 | 53.13 | 44.7580301619524 | 8.37196983804755 |
191 | 48.46 | 46.4004625219228 | 2.05953747807724 |
192 | 43.33 | 46.8480782508554 | -3.51807825085541 |
193 | 46.84 | 46.3165849442508 | 0.523415055749186 |
194 | 47.97 | 45.9211483491612 | 2.04885165083880 |
195 | 54.31 | 48.2204157919833 | 6.08958420801668 |
196 | 53.04 | 47.1907184875312 | 5.84928151246875 |
197 | 49.83 | 47.9824657381906 | 1.84753426180936 |
198 | 56.26 | 47.153824040945 | 9.106175959055 |
199 | 58.7 | 47.5879285284399 | 11.1120714715601 |
200 | 64.97 | 48.2327290826303 | 16.7372709173697 |
201 | 65.57 | 48.9779540570147 | 16.5920459429853 |
202 | 62.37 | 50.1180634724782 | 12.2519365275218 |
203 | 58.3 | 51.7270734499674 | 6.5729265500326 |
204 | 59.43 | 54.3357526315504 | 5.09424736844956 |
205 | 65.51 | 54.9537294088704 | 10.5562705911296 |
206 | 61.63 | 55.2918315476069 | 6.33816845239309 |
207 | 62.9 | 56.7597501632374 | 6.14024983676258 |
208 | 69.69 | 61.1995877647004 | 8.49041223529959 |
209 | 70.94 | 65.235691666396 | 5.70430833360395 |
210 | 70.96 | 58.8024462800695 | 12.1575537199305 |
211 | 74.41 | 62.6103029888647 | 11.7996970111353 |
212 | 73.05 | 62.631179553314 | 10.4188204466860 |
213 | 63.87 | 60.4312679627348 | 3.4387320372652 |
214 | 58.88 | 61.0020247238375 | -2.12202472383749 |
215 | 59.37 | 63.448072934081 | -4.07807293408106 |
216 | 62.03 | 64.1111839757685 | -2.08118397576850 |
217 | 54.57 | 66.447967280722 | -11.8779672807220 |
218 | 59.26 | 67.372550954674 | -8.11255095467403 |
219 | 60.56 | 68.0285667947378 | -7.46856679473778 |
220 | 63.97 | 71.2963661016266 | -7.32636610162663 |
221 | 63.46 | 71.8438193081309 | -8.38381930813093 |
222 | 67.48 | 69.5520737882811 | -2.07207378828114 |
223 | 74.18 | 70.5356876027181 | 3.64431239728194 |
224 | 72.39 | 70.2389821395213 | 2.15101786047867 |
225 | 79.93 | 75.4013246845397 | 4.52867531546027 |
226 | 86.2 | 79.5590125201784 | 6.6409874798216 |
227 | 94.62 | 81.1087383449061 | 13.5112616550939 |
228 | 91.73 | 81.026937545352 | 10.7030624546480 |
229 | 92.95 | 86.4035474849921 | 6.54645251500787 |
230 | 95.35 | 88.4225630967645 | 6.92743690323548 |
231 | 105.56 | 92.9532612536628 | 12.6067387463372 |
232 | 112.57 | 88.7472821696089 | 23.8227178303911 |
233 | 125.39 | 87.5050070483013 | 37.8849929516987 |
234 | 133.93 | 84.3228908928037 | 49.6071091071963 |
235 | 133.44 | 89.1911532886706 | 44.2488467113294 |
236 | 116.61 | 80.8901033537925 | 35.7198966462075 |
237 | 103.9 | 76.7935540947755 | 27.1064459052245 |
238 | 76.65 | 73.5390885727555 | 3.11091142724454 |
239 | 57.44 | 67.6549179815962 | -10.2149179815962 |
240 | 41.02 | 72.1755122176839 | -31.1555122176839 |
241 | 41.74 | 71.9452384399468 | -30.2052384399468 |
242 | 39.16 | 74.9101902041569 | -35.7501902041569 |
243 | 47.98 | 76.3318378134782 | -28.3518378134782 |
244 | 49.79 | 75.1165438937646 | -25.3265438937646 |
245 | 59.16 | 78.2282589102337 | -19.0682589102337 |
246 | 69.68 | 79.161297023994 | -9.48129702399393 |
247 | 64.09 | 80.6870324210548 | -16.5970324210548 |
248 | 71.06 | 81.7248239341442 | -10.6648239341442 |
249 | 69.46 | 86.1412785175241 | -16.6812785175241 |
250 | 75.82 | 90.1715158632724 | -14.3515158632724 |
251 | 78.08 | 97.0726913217374 | -18.9926913217374 |
252 | 74.3 | 97.990874455929 | -23.6908744559289 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.00308392817516261 | 0.00616785635032522 | 0.996916071824837 |
10 | 0.000349538340388382 | 0.000699076680776765 | 0.999650461659612 |
11 | 3.8216135112186e-05 | 7.6432270224372e-05 | 0.999961783864888 |
12 | 9.4130900257207e-06 | 1.88261800514414e-05 | 0.999990586909974 |
13 | 2.51215927087495e-06 | 5.02431854174991e-06 | 0.999997487840729 |
14 | 3.16384566229714e-07 | 6.32769132459428e-07 | 0.999999683615434 |
15 | 6.03517309222798e-08 | 1.20703461844560e-07 | 0.99999993964827 |
16 | 2.47151595507288e-08 | 4.94303191014576e-08 | 0.99999997528484 |
17 | 1.66080972675810e-08 | 3.32161945351619e-08 | 0.999999983391903 |
18 | 4.67142072550356e-09 | 9.34284145100712e-09 | 0.99999999532858 |
19 | 6.64944626090235e-10 | 1.32988925218047e-09 | 0.999999999335055 |
20 | 2.09948309789534e-09 | 4.19896619579069e-09 | 0.999999997900517 |
21 | 8.36781126669728e-06 | 1.67356225333946e-05 | 0.999991632188733 |
22 | 0.000198482580594381 | 0.000396965161188762 | 0.999801517419406 |
23 | 0.000418171889503693 | 0.000836343779007386 | 0.999581828110496 |
24 | 0.000195205687493942 | 0.000390411374987884 | 0.999804794312506 |
25 | 9.18870590167278e-05 | 0.000183774118033456 | 0.999908112940983 |
26 | 3.98283744678598e-05 | 7.96567489357196e-05 | 0.999960171625532 |
27 | 1.71620953398995e-05 | 3.43241906797989e-05 | 0.99998283790466 |
28 | 8.4385866605905e-06 | 1.6877173321181e-05 | 0.99999156141334 |
29 | 4.06417107180764e-06 | 8.1283421436153e-06 | 0.999995935828928 |
30 | 1.62468056924117e-06 | 3.24936113848235e-06 | 0.99999837531943 |
31 | 7.98665970069079e-07 | 1.59733194013816e-06 | 0.99999920133403 |
32 | 3.35818502671944e-07 | 6.71637005343889e-07 | 0.999999664181497 |
33 | 1.64913095622979e-07 | 3.29826191245958e-07 | 0.999999835086904 |
34 | 6.79064371924534e-08 | 1.35812874384907e-07 | 0.999999932093563 |
35 | 2.55759374923837e-08 | 5.11518749847674e-08 | 0.999999974424063 |
36 | 1.05189387553508e-08 | 2.10378775107015e-08 | 0.99999998948106 |
37 | 4.09173772069931e-09 | 8.18347544139861e-09 | 0.999999995908262 |
38 | 1.49364013143295e-09 | 2.98728026286589e-09 | 0.99999999850636 |
39 | 5.88067219640511e-10 | 1.17613443928102e-09 | 0.999999999411933 |
40 | 3.29148800133544e-10 | 6.58297600267088e-10 | 0.999999999670851 |
41 | 2.78611741924799e-10 | 5.57223483849597e-10 | 0.999999999721388 |
42 | 1.20416691985289e-10 | 2.40833383970579e-10 | 0.999999999879583 |
43 | 4.91768147192255e-11 | 9.8353629438451e-11 | 0.999999999950823 |
44 | 1.69042630181115e-11 | 3.3808526036223e-11 | 0.999999999983096 |
45 | 5.83242024857219e-12 | 1.16648404971444e-11 | 0.999999999994168 |
46 | 1.96299170603736e-12 | 3.92598341207473e-12 | 0.999999999998037 |
47 | 6.88587432702186e-13 | 1.37717486540437e-12 | 0.999999999999311 |
48 | 2.37966639777908e-13 | 4.75933279555816e-13 | 0.999999999999762 |
49 | 1.26312324626114e-13 | 2.52624649252228e-13 | 0.999999999999874 |
50 | 5.41551104811527e-14 | 1.08310220962305e-13 | 0.999999999999946 |
51 | 1.87904381726983e-14 | 3.75808763453965e-14 | 0.999999999999981 |
52 | 6.6593373975487e-15 | 1.33186747950974e-14 | 0.999999999999993 |
53 | 2.21582980761364e-15 | 4.43165961522727e-15 | 0.999999999999998 |
54 | 7.09354944929056e-16 | 1.41870988985811e-15 | 1 |
55 | 2.32969809890600e-16 | 4.65939619781201e-16 | 1 |
56 | 9.43346575174896e-17 | 1.88669315034979e-16 | 1 |
57 | 4.45370351378724e-17 | 8.9074070275745e-17 | 1 |
58 | 1.37784262741021e-17 | 2.75568525482041e-17 | 1 |
59 | 5.5439336299565e-18 | 1.1087867259913e-17 | 1 |
60 | 2.41998897392963e-18 | 4.83997794785927e-18 | 1 |
61 | 9.03261429018128e-19 | 1.80652285803626e-18 | 1 |
62 | 4.24220949119997e-19 | 8.48441898239994e-19 | 1 |
63 | 2.04035587407346e-19 | 4.08071174814691e-19 | 1 |
64 | 6.9567390977976e-20 | 1.39134781955952e-19 | 1 |
65 | 2.9828931185477e-20 | 5.9657862370954e-20 | 1 |
66 | 1.20922181083149e-20 | 2.41844362166298e-20 | 1 |
67 | 5.65196029867065e-21 | 1.13039205973413e-20 | 1 |
68 | 2.43224636390653e-21 | 4.86449272781306e-21 | 1 |
69 | 8.39784075071848e-22 | 1.67956815014370e-21 | 1 |
70 | 3.07710178192464e-22 | 6.15420356384929e-22 | 1 |
71 | 1.05017086794060e-22 | 2.10034173588119e-22 | 1 |
72 | 3.2584441039119e-23 | 6.5168882078238e-23 | 1 |
73 | 1.18065024734804e-23 | 2.36130049469607e-23 | 1 |
74 | 7.40852960014262e-24 | 1.48170592002852e-23 | 1 |
75 | 5.40896444429133e-24 | 1.08179288885827e-23 | 1 |
76 | 9.46632165020593e-24 | 1.89326433004119e-23 | 1 |
77 | 2.12089316268458e-23 | 4.24178632536915e-23 | 1 |
78 | 1.73935412582827e-23 | 3.47870825165655e-23 | 1 |
79 | 8.75831752647495e-24 | 1.75166350529499e-23 | 1 |
80 | 4.23779756277782e-24 | 8.47559512555565e-24 | 1 |
81 | 2.78647844765511e-24 | 5.57295689531021e-24 | 1 |
82 | 1.15161477239778e-24 | 2.30322954479556e-24 | 1 |
83 | 8.19002559718118e-25 | 1.63800511943624e-24 | 1 |
84 | 8.26866340101268e-25 | 1.65373268020254e-24 | 1 |
85 | 8.22593783772557e-25 | 1.64518756754511e-24 | 1 |
86 | 6.98037009851179e-25 | 1.39607401970236e-24 | 1 |
87 | 1.55046789104203e-24 | 3.10093578208406e-24 | 1 |
88 | 5.87836242478879e-24 | 1.17567248495776e-23 | 1 |
89 | 4.66160852222572e-24 | 9.32321704445144e-24 | 1 |
90 | 2.59962076670356e-24 | 5.19924153340712e-24 | 1 |
91 | 1.76024897302037e-24 | 3.52049794604073e-24 | 1 |
92 | 1.46540562937875e-24 | 2.93081125875750e-24 | 1 |
93 | 2.46508080449902e-24 | 4.93016160899803e-24 | 1 |
94 | 5.57952338322531e-24 | 1.11590467664506e-23 | 1 |
95 | 5.69799344047704e-24 | 1.13959868809541e-23 | 1 |
96 | 7.55668077022581e-24 | 1.51133615404516e-23 | 1 |
97 | 1.11236711987244e-23 | 2.22473423974488e-23 | 1 |
98 | 6.24624518907635e-24 | 1.24924903781527e-23 | 1 |
99 | 2.68973206727100e-24 | 5.37946413454201e-24 | 1 |
100 | 1.05192216054299e-24 | 2.10384432108599e-24 | 1 |
101 | 4.2103160107813e-25 | 8.4206320215626e-25 | 1 |
102 | 1.62734709842484e-25 | 3.25469419684969e-25 | 1 |
103 | 5.66544270177227e-26 | 1.13308854035445e-25 | 1 |
104 | 2.05621329610508e-26 | 4.11242659221016e-26 | 1 |
105 | 7.08061818537433e-27 | 1.41612363707487e-26 | 1 |
106 | 2.86035472600579e-27 | 5.72070945201159e-27 | 1 |
107 | 1.05593726670475e-27 | 2.11187453340950e-27 | 1 |
108 | 4.09356919516511e-28 | 8.18713839033022e-28 | 1 |
109 | 2.15669862365335e-28 | 4.31339724730671e-28 | 1 |
110 | 1.09697927719293e-28 | 2.19395855438586e-28 | 1 |
111 | 6.22861590533712e-29 | 1.24572318106742e-28 | 1 |
112 | 2.88388860750819e-29 | 5.76777721501639e-29 | 1 |
113 | 1.3270575303911e-29 | 2.6541150607822e-29 | 1 |
114 | 7.71439518120415e-30 | 1.54287903624083e-29 | 1 |
115 | 3.49323652350552e-30 | 6.98647304701104e-30 | 1 |
116 | 2.53656438001846e-30 | 5.07312876003693e-30 | 1 |
117 | 1.16999219026951e-30 | 2.33998438053902e-30 | 1 |
118 | 4.60594851886812e-31 | 9.21189703773624e-31 | 1 |
119 | 2.28806246222563e-31 | 4.57612492445126e-31 | 1 |
120 | 1.5700644255869e-31 | 3.1401288511738e-31 | 1 |
121 | 6.8398662455168e-32 | 1.36797324910336e-31 | 1 |
122 | 3.64431863147614e-32 | 7.28863726295229e-32 | 1 |
123 | 1.49909178375709e-32 | 2.99818356751418e-32 | 1 |
124 | 8.81608293460198e-33 | 1.76321658692040e-32 | 1 |
125 | 4.08365913200299e-33 | 8.16731826400598e-33 | 1 |
126 | 2.07255705508031e-33 | 4.14511411016062e-33 | 1 |
127 | 1.55670309285897e-33 | 3.11340618571794e-33 | 1 |
128 | 1.45799665626634e-33 | 2.91599331253268e-33 | 1 |
129 | 3.32742274144965e-33 | 6.6548454828993e-33 | 1 |
130 | 2.76098758633801e-33 | 5.52197517267602e-33 | 1 |
131 | 4.47325569313372e-33 | 8.94651138626743e-33 | 1 |
132 | 7.52203892145915e-33 | 1.50440778429183e-32 | 1 |
133 | 2.38051476325565e-32 | 4.76102952651129e-32 | 1 |
134 | 2.29691094428766e-31 | 4.59382188857532e-31 | 1 |
135 | 1.55716317510340e-30 | 3.11432635020681e-30 | 1 |
136 | 1.80362827260339e-30 | 3.60725654520677e-30 | 1 |
137 | 8.0989051221405e-30 | 1.6197810244281e-29 | 1 |
138 | 9.4899592690516e-29 | 1.89799185381032e-28 | 1 |
139 | 3.19969685361300e-28 | 6.39939370722599e-28 | 1 |
140 | 1.55725912165088e-27 | 3.11451824330175e-27 | 1 |
141 | 1.83312969887465e-26 | 3.6662593977493e-26 | 1 |
142 | 9.20563633876373e-26 | 1.84112726775275e-25 | 1 |
143 | 5.89056325954633e-25 | 1.17811265190927e-24 | 1 |
144 | 4.49160283823622e-25 | 8.98320567647244e-25 | 1 |
145 | 3.83336661390006e-25 | 7.66673322780011e-25 | 1 |
146 | 3.27832089158104e-25 | 6.55664178316208e-25 | 1 |
147 | 1.62482997015222e-25 | 3.24965994030444e-25 | 1 |
148 | 8.24911182640017e-26 | 1.64982236528003e-25 | 1 |
149 | 4.82852496315832e-26 | 9.65704992631664e-26 | 1 |
150 | 2.75338745829708e-26 | 5.50677491659417e-26 | 1 |
151 | 1.18892887224107e-26 | 2.37785774448214e-26 | 1 |
152 | 5.74369106001111e-27 | 1.14873821200222e-26 | 1 |
153 | 2.84408502062885e-27 | 5.6881700412577e-27 | 1 |
154 | 1.03734467067036e-27 | 2.07468934134072e-27 | 1 |
155 | 5.00679478928994e-28 | 1.00135895785799e-27 | 1 |
156 | 2.64873118935224e-28 | 5.29746237870447e-28 | 1 |
157 | 1.22789075389039e-28 | 2.45578150778078e-28 | 1 |
158 | 5.02980572604259e-29 | 1.00596114520852e-28 | 1 |
159 | 1.96725038459114e-29 | 3.93450076918229e-29 | 1 |
160 | 8.25495209991e-30 | 1.650990419982e-29 | 1 |
161 | 3.6304318887772e-30 | 7.2608637775544e-30 | 1 |
162 | 1.39501530294341e-30 | 2.79003060588682e-30 | 1 |
163 | 7.90274416236985e-31 | 1.58054883247397e-30 | 1 |
164 | 6.39825753961505e-31 | 1.27965150792301e-30 | 1 |
165 | 2.26359308169548e-30 | 4.52718616339097e-30 | 1 |
166 | 2.28945930127840e-30 | 4.57891860255679e-30 | 1 |
167 | 1.00740051334852e-30 | 2.01480102669705e-30 | 1 |
168 | 4.27656878956034e-30 | 8.55313757912068e-30 | 1 |
169 | 2.87025327470717e-29 | 5.74050654941434e-29 | 1 |
170 | 2.65737096046231e-28 | 5.31474192092463e-28 | 1 |
171 | 5.32697421157373e-28 | 1.06539484231475e-27 | 1 |
172 | 6.9527454693449e-28 | 1.39054909386898e-27 | 1 |
173 | 5.36848381291373e-28 | 1.07369676258275e-27 | 1 |
174 | 4.08227012615956e-27 | 8.16454025231912e-27 | 1 |
175 | 5.00683937553249e-26 | 1.00136787510650e-25 | 1 |
176 | 9.20433005641182e-25 | 1.84086601128236e-24 | 1 |
177 | 5.35675357345591e-24 | 1.07135071469118e-23 | 1 |
178 | 6.64246833183632e-24 | 1.32849366636726e-23 | 1 |
179 | 1.03342636049159e-23 | 2.06685272098318e-23 | 1 |
180 | 3.96129328331872e-24 | 7.92258656663744e-24 | 1 |
181 | 1.90386161312897e-24 | 3.80772322625795e-24 | 1 |
182 | 9.56561007558442e-25 | 1.91312201511688e-24 | 1 |
183 | 6.7986378729187e-25 | 1.35972757458374e-24 | 1 |
184 | 1.15221226344328e-24 | 2.30442452688656e-24 | 1 |
185 | 1.97485437880654e-23 | 3.94970875761309e-23 | 1 |
186 | 8.86760899364015e-24 | 1.77352179872803e-23 | 1 |
187 | 5.56610672274622e-24 | 1.11322134454924e-23 | 1 |
188 | 3.58610608185465e-23 | 7.17221216370929e-23 | 1 |
189 | 5.4103968531374e-23 | 1.08207937062748e-22 | 1 |
190 | 3.11006821088153e-22 | 6.22013642176307e-22 | 1 |
191 | 2.66729081213456e-22 | 5.33458162426911e-22 | 1 |
192 | 1.35273711590864e-22 | 2.70547423181728e-22 | 1 |
193 | 8.82845119752335e-23 | 1.76569023950467e-22 | 1 |
194 | 5.86826399028727e-23 | 1.17365279805745e-22 | 1 |
195 | 1.12776213303777e-22 | 2.25552426607554e-22 | 1 |
196 | 2.16850107815454e-22 | 4.33700215630909e-22 | 1 |
197 | 1.68814763272305e-21 | 3.37629526544610e-21 | 1 |
198 | 3.98470681866443e-21 | 7.96941363732886e-21 | 1 |
199 | 1.32567318244817e-20 | 2.65134636489635e-20 | 1 |
200 | 1.58781202241522e-19 | 3.17562404483045e-19 | 1 |
201 | 1.91892273311646e-18 | 3.83784546623292e-18 | 1 |
202 | 3.48997711653193e-18 | 6.97995423306386e-18 | 1 |
203 | 3.22708860320787e-18 | 6.45417720641574e-18 | 1 |
204 | 9.44257901322742e-18 | 1.88851580264548e-17 | 1 |
205 | 1.17425872234173e-17 | 2.34851744468346e-17 | 1 |
206 | 4.9754820712084e-18 | 9.9509641424168e-18 | 1 |
207 | 2.11022486506779e-18 | 4.22044973013558e-18 | 1 |
208 | 9.07526504953216e-19 | 1.81505300990643e-18 | 1 |
209 | 6.24748275635172e-19 | 1.24949655127034e-18 | 1 |
210 | 8.77631618771217e-18 | 1.75526323754243e-17 | 1 |
211 | 5.50114587210648e-18 | 1.10022917442130e-17 | 1 |
212 | 6.73528149860736e-18 | 1.34705629972147e-17 | 1 |
213 | 9.46041749021374e-18 | 1.89208349804275e-17 | 1 |
214 | 5.20320596974556e-18 | 1.04064119394911e-17 | 1 |
215 | 7.63086476676091e-18 | 1.52617295335218e-17 | 1 |
216 | 1.83015373648207e-16 | 3.66030747296414e-16 | 1 |
217 | 3.8582775919815e-16 | 7.716555183963e-16 | 1 |
218 | 3.55066175000342e-16 | 7.10132350000685e-16 | 1 |
219 | 3.90412486439987e-16 | 7.80824972879975e-16 | 1 |
220 | 7.02366289270951e-16 | 1.40473257854190e-15 | 1 |
221 | 6.50438019048534e-15 | 1.30087603809707e-14 | 0.999999999999994 |
222 | 2.76038537029259e-15 | 5.52077074058519e-15 | 0.999999999999997 |
223 | 1.71381538145790e-15 | 3.42763076291579e-15 | 0.999999999999998 |
224 | 7.72852772901342e-16 | 1.54570554580268e-15 | 1 |
225 | 1.41736431610502e-15 | 2.83472863221004e-15 | 0.999999999999999 |
226 | 1.60898209469113e-13 | 3.21796418938226e-13 | 0.99999999999984 |
227 | 1.45403520796688e-13 | 2.90807041593375e-13 | 0.999999999999855 |
228 | 3.21673111283688e-13 | 6.43346222567376e-13 | 0.999999999999678 |
229 | 1.37448988180373e-12 | 2.74897976360746e-12 | 0.999999999998626 |
230 | 2.8061568094156e-10 | 5.6123136188312e-10 | 0.999999999719384 |
231 | 3.82736871336159e-08 | 7.65473742672318e-08 | 0.999999961726313 |
232 | 7.06931796542752e-06 | 1.41386359308550e-05 | 0.999992930682035 |
233 | 0.000183681444115326 | 0.000367362888230651 | 0.999816318555885 |
234 | 0.00140902632845017 | 0.00281805265690035 | 0.99859097367155 |
235 | 0.0167516381900829 | 0.0335032763801658 | 0.983248361809917 |
236 | 0.0271959856811897 | 0.0543919713623794 | 0.97280401431881 |
237 | 0.0590905297440167 | 0.118181059488033 | 0.940909470255983 |
238 | 0.250618865467260 | 0.501237730934519 | 0.74938113453274 |
239 | 0.327726839613821 | 0.655453679227641 | 0.67227316038618 |
240 | 0.456569478130473 | 0.913138956260945 | 0.543430521869527 |
241 | 0.689917882593946 | 0.620164234812108 | 0.310082117406054 |
242 | 0.726328897105436 | 0.547342205789129 | 0.273671102894564 |
243 | 0.737389011459759 | 0.525221977080483 | 0.262610988540241 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 226 | 0.961702127659574 | NOK |
5% type I error level | 227 | 0.96595744680851 | NOK |
10% type I error level | 228 | 0.970212765957447 | NOK |