Multiple Linear Regression - Estimated Regression Equation |
PRICE[t] = -104.889303810197 + 0.117702952778931PRODUCTION[t] + 0.072132870185404GOLD[t] + 0.00242154636140923DOWJONES[t] + 0.000480947516728822RENEW_RISID[t] -7.12403902713775e-05RENEW_IND[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 | 0.117702952778931 | 0.037222 | 3.1622 | 0.001763 | 0.000881 |
GOLD | 0.072132870185404 | 0.004903 | 14.7116 | 0 | 0 |
DOWJONES | 0.00242154636140923 | 0.000515 | 4.7019 | 4e-06 | 2e-06 |
RENEW_RISID | 0.000480947516728822 | 9.9e-05 | 4.8454 | 2e-06 | 1e-06 |
RENEW_IND | -7.12403902713775e-05 | 3.5e-05 | -2.0262 | 0.043828 | 0.021914 |
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 | 27.5116865367157 | -9.53168653671567 |
2 | 17.83 | 22.6352623611022 | -4.80526236110224 |
3 | 19.45 | 25.9667958901440 | -6.51679589014405 |
4 | 21.04 | 26.0977420475841 | -5.05774204758409 |
5 | 20.03 | 27.6146839120432 | -7.5846839120432 |
6 | 20.01 | 25.4098213712868 | -5.39982137128685 |
7 | 19.64 | 27.9086688265226 | -8.26866882652265 |
8 | 18.52 | 27.4087925033978 | -8.88879250339785 |
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 | 4.48039435028873 |
14 | 22.11 | 16.7179595101935 | 5.39204048980654 |
15 | 20.42 | 18.1778072969385 | 2.24219270306152 |
16 | 18.58 | 16.1030827717881 | 2.47691722821186 |
17 | 18.24 | 17.9187370634091 | 0.321262936590928 |
18 | 16.87 | 16.8896948367076 | -0.0196948367076124 |
19 | 18.64 | 16.0287366062870 | 2.61126339371295 |
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 | 4.93694715112759 |
27 | 19.86 | 18.4803419589059 | 1.37965804109408 |
28 | 20.82 | 16.9192699658755 | 3.90073003412446 |
29 | 21.24 | 17.0183962700608 | 4.2216037299392 |
30 | 20.2 | 16.3439660103880 | 3.85603398961204 |
31 | 21.42 | 18.8157608724326 | 2.60423912756743 |
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 | 6.80176692095753 |
36 | 19.52 | 16.2321312724614 | 3.28786872753858 |
37 | 18.82 | 17.002990795728 | 1.81700920427199 |
38 | 19 | 17.0417655886324 | 1.9582344113676 |
39 | 18.92 | 18.1246656663740 | 0.795334333625953 |
40 | 20.24 | 17.9130166393015 | 2.32698336069847 |
41 | 20.94 | 19.1378904708201 | 1.80210952917993 |
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 | 8.38925162372945 |
52 | 20.27 | 12.8242623125756 | 7.44573768742443 |
53 | 19.94 | 18.1403487067046 | 1.79965129329540 |
54 | 19.07 | 17.1571557256925 | 1.91284427430752 |
55 | 17.87 | 19.2843579859423 | -1.41435798594233 |
56 | 18.01 | 15.0519476529281 | 2.95805234707192 |
57 | 17.51 | 13.2496692286537 | 4.26033077134631 |
58 | 18.15 | 15.211532919818 | 2.93846708018199 |
59 | 16.7 | 14.7043856237748 | 1.9956143762252 |
60 | 14.51 | 16.8670644003916 | -2.35706440039164 |
61 | 15 | 13.4994193461376 | 1.50058065386237 |
62 | 14.78 | 13.8589887546245 | 0.92101124537553 |
63 | 14.66 | 15.2580597956702 | -0.598059795670188 |
64 | 16.38 | 14.8627204498052 | 1.51727955019477 |
65 | 17.88 | 19.1911753825075 | -1.31117538250748 |
66 | 19.07 | 17.7922981917651 | 1.27770180823488 |
67 | 19.65 | 14.7204985500936 | 4.92950144990642 |
68 | 18.38 | 16.0707219339184 | 2.30927806608162 |
69 | 17.46 | 17.3728900209012 | 0.0871099790988294 |
70 | 17.71 | 17.0473209392917 | 0.662679060708273 |
71 | 18.1 | 16.1964013828022 | 1.90359861719784 |
72 | 17.16 | 17.4495391821877 | -0.289539182187654 |
73 | 17.99 | 17.8142677086217 | 0.175732291378269 |
74 | 18.53 | 18.159751097106 | 0.370248902894007 |
75 | 18.55 | 18.4959441612015 | 0.0540558387984936 |
76 | 19.87 | 18.3771436857100 | 1.49285631429002 |
77 | 19.74 | 20.9771925227310 | -1.23719252273105 |
78 | 18.42 | 20.0604624648281 | -1.64046246482814 |
79 | 17.3 | 17.8964994476814 | -0.596499447681423 |
80 | 18.03 | 17.2700913775093 | 0.759908622490691 |
81 | 18.23 | 19.3981957101286 | -1.16819571012863 |
82 | 17.44 | 18.4482262272593 | -1.00822622725927 |
83 | 17.99 | 20.2876593797135 | -2.29765937971346 |
84 | 19.04 | 22.0623599508890 | -3.02235995088904 |
85 | 18.88 | 23.2965447152187 | -4.41654471521868 |
86 | 19.07 | 25.6979265502159 | -6.6279265502159 |
87 | 21.36 | 25.0701642535782 | -3.71016425357821 |
88 | 23.57 | 26.8454700667397 | -3.27547006673967 |
89 | 21.25 | 26.1617888420469 | -4.91178884204692 |
90 | 20.45 | 23.9499517986099 | -3.49995179860994 |
91 | 21.32 | 22.9596632007784 | -1.63966320077839 |
92 | 21.96 | 21.8103255153176 | 0.149674484682446 |
93 | 23.99 | 24.42138773955 | -0.431387739550005 |
94 | 24.9 | 23.1318572157275 | 1.76814278427245 |
95 | 23.71 | 24.4847694425605 | -0.774769442560458 |
96 | 25.39 | 27.2580512836184 | -1.86805128361839 |
97 | 25.17 | 20.8298072927743 | 4.34019270722571 |
98 | 22.21 | 21.8543136055894 | 0.355686394410643 |
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 | -4.33831195408946 |
103 | 19.63 | 23.2814550666566 | -3.65145506665655 |
104 | 19.93 | 22.5265212543422 | -2.59652125434218 |
105 | 19.79 | 23.6059667068032 | -3.81596670680316 |
106 | 21.26 | 20.7605631434723 | 0.499436856527683 |
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 | -8.01021799023514 |
111 | 15.02 | 24.8760820844630 | -9.85608208446304 |
112 | 15.44 | 25.6988273744425 | -10.2588273744425 |
113 | 14.86 | 24.0735439948169 | -9.2135439948169 |
114 | 13.66 | 26.4767561269798 | -12.8167561269798 |
115 | 14.08 | 23.2951718275664 | -9.21517182756638 |
116 | 13.36 | 17.8129035228428 | -4.45290352284278 |
117 | 14.95 | 18.6998826548025 | -3.74988265480249 |
118 | 14.39 | 20.8577264325112 | -6.46772643251117 |
119 | 12.85 | 24.3059150134954 | -11.4559150134954 |
120 | 11.28 | 22.687198665125 | -11.407198665125 |
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 | -8.13880680103206 |
125 | 17.75 | 22.4938408287935 | -4.74384082879347 |
126 | 17.89 | 23.6578889153506 | -5.76788891535064 |
127 | 20.07 | 23.0557304626978 | -2.98573046269782 |
128 | 21.26 | 23.7642693153384 | -2.50426931533841 |
129 | 23.88 | 23.5536657515353 | 0.326334248464702 |
130 | 22.64 | 30.2350419477073 | -7.59504194770726 |
131 | 24.97 | 26.8718596486778 | -1.90185964867779 |
132 | 26.08 | 28.5838645191250 | -2.50386451912504 |
133 | 27.18 | 30.6130552217986 | -3.43305522179864 |
134 | 29.35 | 27.633932196992 | 1.71606780300802 |
135 | 29.89 | 29.1863965396165 | 0.703603460383533 |
136 | 25.74 | 28.8465171742626 | -3.10651717426262 |
137 | 28.78 | 29.4901222491942 | -0.710122249194204 |
138 | 31.83 | 30.2852794560428 | 1.54472054395716 |
139 | 29.77 | 30.0864320543926 | -0.316432054392648 |
140 | 31.22 | 32.0740424235524 | -0.854042423552373 |
141 | 33.88 | 30.8724385543363 | 3.00756144566370 |
142 | 33.08 | 30.9344006644506 | 2.1455993355494 |
143 | 34.4 | 29.5843568469674 | 4.81564315303256 |
144 | 28.46 | 29.7340932443796 | -1.27409324437963 |
145 | 29.58 | 29.2421449175478 | 0.337855082452178 |
146 | 29.61 | 26.9417956045306 | 2.66820439546944 |
147 | 27.24 | 27.3025339435290 | -0.0625339435289608 |
148 | 27.41 | 27.7322868340094 | -0.322286834009442 |
149 | 28.64 | 29.0899381648704 | -0.449938164870393 |
150 | 27.6 | 25.4801285598377 | 2.11987144016229 |
151 | 26.45 | 27.8138837264455 | -1.36388372644554 |
152 | 27.47 | 26.6610963103992 | 0.808903689600797 |
153 | 25.88 | 24.1616651077142 | 1.7183348922858 |
154 | 22.21 | 24.4469087990168 | -2.23690879901676 |
155 | 19.67 | 26.0755409776619 | -6.40554097766186 |
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 | -4.35036142753233 |
160 | 26.27 | 27.0333806905667 | -0.763380690566732 |
161 | 27.02 | 28.4662015671377 | -1.44620156713770 |
162 | 25.52 | 27.2212185103928 | -1.70121851039283 |
163 | 26.94 | 25.4153851053318 | 1.52461489466822 |
164 | 28.38 | 25.5537785878307 | 2.82622141216926 |
165 | 29.67 | 23.0573344583791 | 6.61266554162086 |
166 | 28.85 | 26.2336003886498 | 2.61639961135019 |
167 | 26.27 | 27.950230867166 | -1.68023086716603 |
168 | 29.42 | 25.7011683855672 | 3.71883161443277 |
169 | 32.94 | 29.0057378610055 | 3.93426213899452 |
170 | 35.87 | 29.7562346596081 | 6.11376534039189 |
171 | 33.55 | 30.3621665222162 | 3.18783347778375 |
172 | 28.25 | 28.8620920800045 | -0.61209208000448 |
173 | 28.14 | 32.2421143578129 | -4.10211435781285 |
174 | 30.72 | 31.2480586104679 | -0.528058610467869 |
175 | 30.76 | 32.0753352246259 | -1.31533522462587 |
176 | 31.59 | 33.8526484325604 | -2.26264843256040 |
177 | 28.29 | 35.4871536537612 | -7.19715365376116 |
178 | 30.33 | 38.1245891155499 | -7.79458911554988 |
179 | 31.09 | 38.694764193505 | -7.60476419350504 |
180 | 32.15 | 42.795919524325 | -10.6459195243250 |
181 | 34.27 | 43.1197542545215 | -8.84975425452154 |
182 | 34.74 | 42.3258532592665 | -7.58585325926654 |
183 | 36.76 | 42.6657396845536 | -5.90573968455365 |
184 | 36.69 | 41.4204526630724 | -4.73045266307236 |
185 | 40.28 | 40.5534155330419 | -0.273415533041928 |
186 | 38.02 | 42.8139128826059 | -4.79391288260589 |
187 | 40.69 | 43.2239966195251 | -2.53399661952514 |
188 | 44.94 | 42.3543896649615 | 2.58561033503852 |
189 | 45.95 | 43.0458451081243 | 2.90415489187569 |
190 | 53.13 | 44.7580301619524 | 8.37196983804757 |
191 | 48.46 | 46.4004625219227 | 2.05953747807726 |
192 | 43.33 | 46.8480782508554 | -3.5180782508554 |
193 | 46.84 | 46.3165849442508 | 0.523415055749192 |
194 | 47.97 | 45.9211483491612 | 2.04885165083881 |
195 | 54.31 | 48.2204157919833 | 6.0895842080167 |
196 | 53.04 | 47.1907184875312 | 5.84928151246876 |
197 | 49.83 | 47.9824657381906 | 1.84753426180938 |
198 | 56.26 | 47.153824040945 | 9.10617595905503 |
199 | 58.7 | 47.5879285284398 | 11.1120714715602 |
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 | 6.57292655003261 |
204 | 59.43 | 54.3357526315504 | 5.09424736844957 |
205 | 65.51 | 54.9537294088704 | 10.5562705911296 |
206 | 61.63 | 55.2918315476069 | 6.3381684523931 |
207 | 62.9 | 56.7597501632374 | 6.14024983676259 |
208 | 69.69 | 61.1995877647004 | 8.4904122352996 |
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 | 3.43873203726521 |
214 | 58.88 | 61.0020247238375 | -2.12202472383749 |
215 | 59.37 | 63.448072934081 | -4.07807293408106 |
216 | 62.03 | 64.1111839757685 | -2.08118397576851 |
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 | -7.32636610162664 |
221 | 63.46 | 71.843819308131 | -8.38381930813094 |
222 | 67.48 | 69.5520737882812 | -2.07207378828115 |
223 | 74.18 | 70.5356876027181 | 3.64431239728193 |
224 | 72.39 | 70.2389821395213 | 2.15101786047866 |
225 | 79.93 | 75.4013246845397 | 4.52867531546026 |
226 | 86.2 | 79.5590125201784 | 6.64098747982159 |
227 | 94.62 | 81.1087383449061 | 13.5112616550939 |
228 | 91.73 | 81.026937545352 | 10.7030624546479 |
229 | 92.95 | 86.4035474849921 | 6.54645251500786 |
230 | 95.35 | 88.4225630967645 | 6.92743690323547 |
231 | 105.56 | 92.9532612536629 | 12.6067387463371 |
232 | 112.57 | 88.747282169609 | 23.8227178303911 |
233 | 125.39 | 87.5050070483013 | 37.8849929516987 |
234 | 133.93 | 84.3228908928037 | 49.6071091071963 |
235 | 133.44 | 89.1911532886705 | 44.2488467113294 |
236 | 116.61 | 80.8901033537925 | 35.7198966462075 |
237 | 103.9 | 76.7935540947755 | 27.1064459052245 |
238 | 76.65 | 73.5390885727555 | 3.11091142724455 |
239 | 57.44 | 67.6549179815962 | -10.2149179815962 |
240 | 41.02 | 72.1755122176839 | -31.1555122176839 |
241 | 41.74 | 71.9452384399468 | -30.2052384399468 |
242 | 39.16 | 74.9101902041568 | -35.7501902041568 |
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 | -9.48129702399392 |
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 | 97.0726913217375 | -18.9926913217375 |
252 | 74.3 | 97.990874455929 | -23.6908744559289 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.0030839281751626 | 0.0061678563503252 | 0.996916071824837 |
10 | 0.000349538340388381 | 0.000699076680776762 | 0.999650461659612 |
11 | 3.82161351121847e-05 | 7.64322702243694e-05 | 0.999961783864888 |
12 | 9.4130900257206e-06 | 1.88261800514412e-05 | 0.999990586909974 |
13 | 2.51215927087487e-06 | 5.02431854174975e-06 | 0.99999748784073 |
14 | 3.16384566229706e-07 | 6.32769132459412e-07 | 0.999999683615434 |
15 | 6.03517309222818e-08 | 1.20703461844564e-07 | 0.99999993964827 |
16 | 2.47151595507284e-08 | 4.94303191014569e-08 | 0.99999997528484 |
17 | 1.66080972675804e-08 | 3.32161945351607e-08 | 0.999999983391903 |
18 | 4.67142072550326e-09 | 9.34284145100652e-09 | 0.99999999532858 |
19 | 6.64944626090237e-10 | 1.32988925218047e-09 | 0.999999999335055 |
20 | 2.09948309789537e-09 | 4.19896619579075e-09 | 0.999999997900517 |
21 | 8.36781126669725e-06 | 1.67356225333945e-05 | 0.999991632188733 |
22 | 0.000198482580594384 | 0.000396965161188768 | 0.999801517419406 |
23 | 0.000418171889503694 | 0.000836343779007388 | 0.999581828110496 |
24 | 0.000195205687493945 | 0.000390411374987889 | 0.999804794312506 |
25 | 9.18870590167281e-05 | 0.000183774118033456 | 0.999908112940983 |
26 | 3.982837446786e-05 | 7.965674893572e-05 | 0.999960171625532 |
27 | 1.71620953398996e-05 | 3.43241906797992e-05 | 0.99998283790466 |
28 | 8.4385866605905e-06 | 1.6877173321181e-05 | 0.99999156141334 |
29 | 4.06417107180766e-06 | 8.12834214361532e-06 | 0.999995935828928 |
30 | 1.62468056924116e-06 | 3.24936113848231e-06 | 0.99999837531943 |
31 | 7.98665970069068e-07 | 1.59733194013814e-06 | 0.99999920133403 |
32 | 3.35818502671944e-07 | 6.71637005343889e-07 | 0.999999664181497 |
33 | 1.64913095622976e-07 | 3.29826191245953e-07 | 0.999999835086904 |
34 | 6.7906437192452e-08 | 1.35812874384904e-07 | 0.999999932093563 |
35 | 2.55759374923835e-08 | 5.1151874984767e-08 | 0.999999974424063 |
36 | 1.05189387553508e-08 | 2.10378775107016e-08 | 0.999999989481061 |
37 | 4.09173772069919e-09 | 8.18347544139838e-09 | 0.999999995908262 |
38 | 1.49364013143289e-09 | 2.98728026286578e-09 | 0.99999999850636 |
39 | 5.88067219640522e-10 | 1.17613443928104e-09 | 0.999999999411933 |
40 | 3.29148800133551e-10 | 6.58297600267102e-10 | 0.999999999670851 |
41 | 2.78611741924797e-10 | 5.57223483849593e-10 | 0.999999999721388 |
42 | 1.20416691985289e-10 | 2.40833383970577e-10 | 0.999999999879583 |
43 | 4.91768147192255e-11 | 9.8353629438451e-11 | 0.999999999950823 |
44 | 1.69042630181113e-11 | 3.38085260362225e-11 | 0.999999999983096 |
45 | 5.83242024857204e-12 | 1.16648404971441e-11 | 0.999999999994168 |
46 | 1.96299170603737e-12 | 3.92598341207474e-12 | 0.999999999998037 |
47 | 6.88587432702171e-13 | 1.37717486540434e-12 | 0.999999999999311 |
48 | 2.37966639777916e-13 | 4.75933279555831e-13 | 0.999999999999762 |
49 | 1.26312324626116e-13 | 2.52624649252233e-13 | 0.999999999999874 |
50 | 5.41551104811514e-14 | 1.08310220962303e-13 | 0.999999999999946 |
51 | 1.87904381726983e-14 | 3.75808763453965e-14 | 0.999999999999981 |
52 | 6.65933739754839e-15 | 1.33186747950968e-14 | 0.999999999999993 |
53 | 2.21582980761353e-15 | 4.43165961522705e-15 | 0.999999999999998 |
54 | 7.09354944929036e-16 | 1.41870988985807e-15 | 1 |
55 | 2.32969809890592e-16 | 4.65939619781184e-16 | 1 |
56 | 9.4334657517487e-17 | 1.88669315034974e-16 | 1 |
57 | 4.45370351378715e-17 | 8.9074070275743e-17 | 1 |
58 | 1.37784262741024e-17 | 2.75568525482049e-17 | 1 |
59 | 5.54393362995678e-18 | 1.10878672599136e-17 | 1 |
60 | 2.41998897392984e-18 | 4.83997794785968e-18 | 1 |
61 | 9.03261429018103e-19 | 1.80652285803621e-18 | 1 |
62 | 4.24220949119997e-19 | 8.48441898239994e-19 | 1 |
63 | 2.04035587407353e-19 | 4.08071174814706e-19 | 1 |
64 | 6.95673909779725e-20 | 1.39134781955945e-19 | 1 |
65 | 2.98289311854757e-20 | 5.96578623709514e-20 | 1 |
66 | 1.20922181083145e-20 | 2.41844362166290e-20 | 1 |
67 | 5.65196029867037e-21 | 1.13039205973407e-20 | 1 |
68 | 2.43224636390653e-21 | 4.86449272781306e-21 | 1 |
69 | 8.39784075071812e-22 | 1.67956815014362e-21 | 1 |
70 | 3.07710178192447e-22 | 6.15420356384893e-22 | 1 |
71 | 1.05017086794047e-22 | 2.10034173588094e-22 | 1 |
72 | 3.25844410391199e-23 | 6.51688820782399e-23 | 1 |
73 | 1.18065024734815e-23 | 2.36130049469629e-23 | 1 |
74 | 7.4085296001421e-24 | 1.48170592002842e-23 | 1 |
75 | 5.40896444429137e-24 | 1.08179288885827e-23 | 1 |
76 | 9.4663216502058e-24 | 1.89326433004116e-23 | 1 |
77 | 2.12089316268455e-23 | 4.24178632536909e-23 | 1 |
78 | 1.73935412582829e-23 | 3.47870825165657e-23 | 1 |
79 | 8.75831752647463e-24 | 1.75166350529493e-23 | 1 |
80 | 4.23779756277776e-24 | 8.47559512555552e-24 | 1 |
81 | 2.78647844765501e-24 | 5.57295689531001e-24 | 1 |
82 | 1.15161477239778e-24 | 2.30322954479556e-24 | 1 |
83 | 8.19002559718124e-25 | 1.63800511943625e-24 | 1 |
84 | 8.26866340101268e-25 | 1.65373268020254e-24 | 1 |
85 | 8.2259378377254e-25 | 1.64518756754508e-24 | 1 |
86 | 6.98037009851214e-25 | 1.39607401970243e-24 | 1 |
87 | 1.55046789104200e-24 | 3.10093578208400e-24 | 1 |
88 | 5.87836242478891e-24 | 1.17567248495778e-23 | 1 |
89 | 4.66160852222568e-24 | 9.32321704445137e-24 | 1 |
90 | 2.59962076670366e-24 | 5.19924153340731e-24 | 1 |
91 | 1.76024897302044e-24 | 3.52049794604089e-24 | 1 |
92 | 1.4654056293787e-24 | 2.9308112587574e-24 | 1 |
93 | 2.46508080449902e-24 | 4.93016160899803e-24 | 1 |
94 | 5.57952338322527e-24 | 1.11590467664505e-23 | 1 |
95 | 5.69799344047688e-24 | 1.13959868809538e-23 | 1 |
96 | 7.55668077022549e-24 | 1.51133615404510e-23 | 1 |
97 | 1.11236711987247e-23 | 2.22473423974495e-23 | 1 |
98 | 6.24624518907662e-24 | 1.24924903781532e-23 | 1 |
99 | 2.68973206727089e-24 | 5.37946413454178e-24 | 1 |
100 | 1.05192216054302e-24 | 2.10384432108603e-24 | 1 |
101 | 4.21031601078118e-25 | 8.42063202156235e-25 | 1 |
102 | 1.62734709842475e-25 | 3.25469419684951e-25 | 1 |
103 | 5.66544270177178e-26 | 1.13308854035436e-25 | 1 |
104 | 2.05621329610496e-26 | 4.11242659220992e-26 | 1 |
105 | 7.08061818537407e-27 | 1.41612363707481e-26 | 1 |
106 | 2.86035472600559e-27 | 5.72070945201118e-27 | 1 |
107 | 1.05593726670480e-27 | 2.11187453340959e-27 | 1 |
108 | 4.09356919516514e-28 | 8.18713839033027e-28 | 1 |
109 | 2.15669862365335e-28 | 4.31339724730671e-28 | 1 |
110 | 1.09697927719293e-28 | 2.19395855438586e-28 | 1 |
111 | 6.22861590533738e-29 | 1.24572318106748e-28 | 1 |
112 | 2.88388860750815e-29 | 5.76777721501631e-29 | 1 |
113 | 1.32705753039114e-29 | 2.65411506078228e-29 | 1 |
114 | 7.71439518120404e-30 | 1.54287903624081e-29 | 1 |
115 | 3.49323652350552e-30 | 6.98647304701104e-30 | 1 |
116 | 2.53656438001861e-30 | 5.07312876003722e-30 | 1 |
117 | 1.16999219026941e-30 | 2.33998438053882e-30 | 1 |
118 | 4.60594851886825e-31 | 9.2118970377365e-31 | 1 |
119 | 2.28806246222566e-31 | 4.57612492445133e-31 | 1 |
120 | 1.57006442558688e-31 | 3.14012885117375e-31 | 1 |
121 | 6.8398662455169e-32 | 1.36797324910338e-31 | 1 |
122 | 3.64431863147573e-32 | 7.28863726295146e-32 | 1 |
123 | 1.4990917837572e-32 | 2.9981835675144e-32 | 1 |
124 | 8.81608293460186e-33 | 1.76321658692037e-32 | 1 |
125 | 4.08365913200287e-33 | 8.16731826400575e-33 | 1 |
126 | 2.07255705508031e-33 | 4.14511411016062e-33 | 1 |
127 | 1.55670309285895e-33 | 3.11340618571789e-33 | 1 |
128 | 1.45799665626634e-33 | 2.91599331253268e-33 | 1 |
129 | 3.32742274144951e-33 | 6.65484548289902e-33 | 1 |
130 | 2.76098758633789e-33 | 5.52197517267578e-33 | 1 |
131 | 4.47325569313378e-33 | 8.94651138626756e-33 | 1 |
132 | 7.52203892145915e-33 | 1.50440778429183e-32 | 1 |
133 | 2.38051476325565e-32 | 4.76102952651129e-32 | 1 |
134 | 2.29691094428769e-31 | 4.59382188857539e-31 | 1 |
135 | 1.55716317510338e-30 | 3.11432635020677e-30 | 1 |
136 | 1.80362827260339e-30 | 3.60725654520677e-30 | 1 |
137 | 8.09890512214101e-30 | 1.61978102442820e-29 | 1 |
138 | 9.4899592690516e-29 | 1.89799185381032e-28 | 1 |
139 | 3.19969685361272e-28 | 6.39939370722544e-28 | 1 |
140 | 1.55725912165090e-27 | 3.11451824330180e-27 | 1 |
141 | 1.83312969887466e-26 | 3.66625939774932e-26 | 1 |
142 | 9.20563633876373e-26 | 1.84112726775275e-25 | 1 |
143 | 5.89056325954616e-25 | 1.17811265190923e-24 | 1 |
144 | 4.49160283823615e-25 | 8.9832056764723e-25 | 1 |
145 | 3.83336661389989e-25 | 7.66673322779979e-25 | 1 |
146 | 3.2783208915809e-25 | 6.5566417831618e-25 | 1 |
147 | 1.62482997015220e-25 | 3.24965994030439e-25 | 1 |
148 | 8.24911182640011e-26 | 1.64982236528002e-25 | 1 |
149 | 4.82852496315832e-26 | 9.65704992631664e-26 | 1 |
150 | 2.75338745829718e-26 | 5.50677491659436e-26 | 1 |
151 | 1.18892887224107e-26 | 2.37785774448214e-26 | 1 |
152 | 5.74369106001102e-27 | 1.14873821200220e-26 | 1 |
153 | 2.84408502062879e-27 | 5.68817004125758e-27 | 1 |
154 | 1.03734467067036e-27 | 2.07468934134072e-27 | 1 |
155 | 5.00679478928983e-28 | 1.00135895785797e-27 | 1 |
156 | 2.64873118935225e-28 | 5.29746237870451e-28 | 1 |
157 | 1.22789075389039e-28 | 2.45578150778078e-28 | 1 |
158 | 5.02980572604281e-29 | 1.00596114520856e-28 | 1 |
159 | 1.96725038459114e-29 | 3.93450076918229e-29 | 1 |
160 | 8.2549520999099e-30 | 1.65099041998198e-29 | 1 |
161 | 3.63043188877735e-30 | 7.26086377755471e-30 | 1 |
162 | 1.39501530294339e-30 | 2.79003060588678e-30 | 1 |
163 | 7.9027441623702e-31 | 1.58054883247404e-30 | 1 |
164 | 6.39825753961532e-31 | 1.27965150792306e-30 | 1 |
165 | 2.26359308169552e-30 | 4.52718616339103e-30 | 1 |
166 | 2.28945930127830e-30 | 4.57891860255660e-30 | 1 |
167 | 1.00740051334847e-30 | 2.01480102669694e-30 | 1 |
168 | 4.27656878955992e-30 | 8.55313757911984e-30 | 1 |
169 | 2.87025327470672e-29 | 5.74050654941345e-29 | 1 |
170 | 2.65737096046198e-28 | 5.31474192092396e-28 | 1 |
171 | 5.32697421157381e-28 | 1.06539484231476e-27 | 1 |
172 | 6.95274546934385e-28 | 1.39054909386877e-27 | 1 |
173 | 5.3684838129136e-28 | 1.07369676258272e-27 | 1 |
174 | 4.08227012615719e-27 | 8.16454025231437e-27 | 1 |
175 | 5.00683937553244e-26 | 1.00136787510649e-25 | 1 |
176 | 9.20433005641238e-25 | 1.84086601128248e-24 | 1 |
177 | 5.35675357345717e-24 | 1.07135071469143e-23 | 1 |
178 | 6.64246833183591e-24 | 1.32849366636718e-23 | 1 |
179 | 1.03342636049156e-23 | 2.06685272098311e-23 | 1 |
180 | 3.96129328331960e-24 | 7.92258656663921e-24 | 1 |
181 | 1.90386161312855e-24 | 3.8077232262571e-24 | 1 |
182 | 9.5656100755863e-25 | 1.91312201511726e-24 | 1 |
183 | 6.79863787291575e-25 | 1.35972757458315e-24 | 1 |
184 | 1.15221226344318e-24 | 2.30442452688635e-24 | 1 |
185 | 1.97485437880652e-23 | 3.94970875761305e-23 | 1 |
186 | 8.86760899363789e-24 | 1.77352179872758e-23 | 1 |
187 | 5.56610672274606e-24 | 1.11322134454921e-23 | 1 |
188 | 3.5861060818543e-23 | 7.1722121637086e-23 | 1 |
189 | 5.41039685313773e-23 | 1.08207937062755e-22 | 1 |
190 | 3.11006821088164e-22 | 6.22013642176327e-22 | 1 |
191 | 2.66729081213424e-22 | 5.33458162426847e-22 | 1 |
192 | 1.35273711590869e-22 | 2.70547423181737e-22 | 1 |
193 | 8.8284511975228e-23 | 1.76569023950456e-22 | 1 |
194 | 5.86826399028583e-23 | 1.17365279805717e-22 | 1 |
195 | 1.12776213303799e-22 | 2.25552426607598e-22 | 1 |
196 | 2.16850107815497e-22 | 4.33700215630994e-22 | 1 |
197 | 1.68814763272341e-21 | 3.37629526544682e-21 | 1 |
198 | 3.98470681866478e-21 | 7.96941363732956e-21 | 1 |
199 | 1.32567318244829e-20 | 2.65134636489657e-20 | 1 |
200 | 1.58781202241505e-19 | 3.17562404483009e-19 | 1 |
201 | 1.91892273311598e-18 | 3.83784546623195e-18 | 1 |
202 | 3.48997711653025e-18 | 6.9799542330605e-18 | 1 |
203 | 3.22708860321096e-18 | 6.45417720642193e-18 | 1 |
204 | 9.4425790132269e-18 | 1.88851580264538e-17 | 1 |
205 | 1.17425872234189e-17 | 2.34851744468377e-17 | 1 |
206 | 4.97548207120812e-18 | 9.95096414241624e-18 | 1 |
207 | 2.11022486506820e-18 | 4.22044973013641e-18 | 1 |
208 | 9.0752650495306e-19 | 1.81505300990612e-18 | 1 |
209 | 6.2474827563492e-19 | 1.24949655126984e-18 | 1 |
210 | 8.77631618771186e-18 | 1.75526323754237e-17 | 1 |
211 | 5.50114587210366e-18 | 1.10022917442073e-17 | 1 |
212 | 6.73528149861024e-18 | 1.34705629972205e-17 | 1 |
213 | 9.46041749021285e-18 | 1.89208349804257e-17 | 1 |
214 | 5.20320596974544e-18 | 1.04064119394909e-17 | 1 |
215 | 7.63086476675722e-18 | 1.52617295335144e-17 | 1 |
216 | 1.83015373648218e-16 | 3.66030747296436e-16 | 1 |
217 | 3.85827759198179e-16 | 7.71655518396358e-16 | 1 |
218 | 3.5506617500029e-16 | 7.1013235000058e-16 | 1 |
219 | 3.90412486439886e-16 | 7.80824972879773e-16 | 1 |
220 | 7.02366289270735e-16 | 1.40473257854147e-15 | 1 |
221 | 6.50438019048583e-15 | 1.30087603809717e-14 | 0.999999999999993 |
222 | 2.76038537029259e-15 | 5.52077074058519e-15 | 0.999999999999997 |
223 | 1.71381538145789e-15 | 3.42763076291579e-15 | 0.999999999999998 |
224 | 7.72852772901401e-16 | 1.54570554580280e-15 | 1 |
225 | 1.41736431610532e-15 | 2.83472863221063e-15 | 0.999999999999999 |
226 | 1.60898209469111e-13 | 3.21796418938222e-13 | 0.99999999999984 |
227 | 1.45403520796688e-13 | 2.90807041593375e-13 | 0.999999999999855 |
228 | 3.21673111283745e-13 | 6.4334622256749e-13 | 0.999999999999678 |
229 | 1.37448988180358e-12 | 2.74897976360715e-12 | 0.999999999998626 |
230 | 2.80615680941548e-10 | 5.61231361883096e-10 | 0.999999999719384 |
231 | 3.82736871336155e-08 | 7.6547374267231e-08 | 0.999999961726313 |
232 | 7.06931796542608e-06 | 1.41386359308522e-05 | 0.999992930682035 |
233 | 0.000183681444115332 | 0.000367362888230665 | 0.999816318555885 |
234 | 0.00140902632845023 | 0.00281805265690046 | 0.99859097367155 |
235 | 0.0167516381900824 | 0.0335032763801648 | 0.983248361809918 |
236 | 0.0271959856811891 | 0.0543919713623782 | 0.97280401431881 |
237 | 0.059090529744015 | 0.11818105948803 | 0.940909470255985 |
238 | 0.250618865467266 | 0.501237730934532 | 0.749381134532734 |
239 | 0.327726839613812 | 0.655453679227624 | 0.672273160386188 |
240 | 0.456569478130477 | 0.913138956260953 | 0.543430521869523 |
241 | 0.689917882593948 | 0.620164234812104 | 0.310082117406052 |
242 | 0.726328897105432 | 0.547342205789136 | 0.273671102894568 |
243 | 0.737389011459764 | 0.525221977080472 | 0.262610988540236 |
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 |