Multiple Linear Regression - Estimated Regression Equation |
CPI-index[t] = + 123.057746301125 + 0.620517408212832Olieprijzen[t] + 6.06971071539311Gasprijzen[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) | 123.057746301125 | 2.03065 | 60.6002 | 0 | 0 |
Olieprijzen | 0.620517408212832 | 0.081637 | 7.6009 | 0 | 0 |
Gasprijzen | 6.06971071539311 | 0.939745 | 6.4589 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.818907213597945 |
R-squared | 0.67060902448275 |
Adjusted R-squared | 0.668360621919492 |
F-TEST (value) | 298.260211690523 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 293 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 18.5188656371075 |
Sum Squared Residuals | 100483.876654176 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 109.6 | 151.125150902541 | -41.5251509025414 |
2 | 109.3 | 146.362286474802 | -37.0622864748016 |
3 | 108.8 | 143.993045963938 | -35.1930459639379 |
4 | 108.6 | 143.771582324903 | -35.1715823249033 |
5 | 108.9 | 144.497937041609 | -35.5979370416088 |
6 | 109.5 | 142.620259916901 | -33.1202599169005 |
7 | 109.5 | 141.168817175937 | -31.6688171759371 |
8 | 109.7 | 143.170947131385 | -33.4709471313845 |
9 | 110.2 | 143.08892523465 | -32.8889252346495 |
10 | 110.3 | 142.804055221126 | -32.5040552211262 |
11 | 110.4 | 143.24540922037 | -32.8454092203701 |
12 | 110.5 | 143.736972606526 | -33.2369726065256 |
13 | 111.2 | 145.191692609078 | -33.9916926090783 |
14 | 111.6 | 144.572529834533 | -32.9725298345328 |
15 | 112.1 | 144.91381440905 | -32.8138144090499 |
16 | 112.7 | 144.906822595555 | -32.206822595555 |
17 | 113.1 | 145.135627397181 | -32.035627397181 |
18 | 113.5 | 145.526553364355 | -32.0265533643551 |
19 | 113.8 | 146.375307579939 | -32.5753075799394 |
20 | 114.4 | 145.554083328018 | -31.1540833280183 |
21 | 115 | 144.645199999535 | -29.6451999995348 |
22 | 115.3 | 144.910667851399 | -29.610667851399 |
23 | 115.4 | 144.708825019182 | -29.3088250191815 |
24 | 115.4 | 144.092590157129 | -28.6925901571288 |
25 | 115.7 | 145.583842505981 | -29.8838425059813 |
26 | 116 | 144.650706475424 | -28.6507064754239 |
27 | 116.5 | 143.428636530341 | -26.9286365303411 |
28 | 117.1 | 143.791027249281 | -26.6910272492812 |
29 | 117.5 | 143.09311983959 | -25.59311983959 |
30 | 118 | 142.601556453435 | -24.6015564534345 |
31 | 118.5 | 142.144514844437 | -23.6445148444371 |
32 | 119 | 142.521107835525 | -23.5211078355249 |
33 | 119.8 | 141.366726811091 | -21.566726811091 |
34 | 120.2 | 141.799385014076 | -21.5993850140761 |
35 | 120.3 | 142.514553312346 | -22.2145533123463 |
36 | 120.5 | 144.693574699744 | -24.1935746997441 |
37 | 121.1 | 146.318194320752 | -25.2181943207525 |
38 | 121.6 | 145.176004999325 | -23.5760049993247 |
39 | 122.3 | 145.403236522125 | -23.1032365221253 |
40 | 123.1 | 145.600796808183 | -22.5007968081826 |
41 | 123.8 | 145.31479080615 | -21.51479080615 |
42 | 124.1 | 145.514143016191 | -21.4141430161909 |
43 | 124.4 | 145.346603315973 | -20.9466033159734 |
44 | 124.6 | 144.359193997502 | -19.7591939975023 |
45 | 125 | 144.621733936874 | -19.6217339368737 |
46 | 125.6 | 145.120289136524 | -19.520289136524 |
47 | 125.9 | 145.456941815784 | -19.5569418157844 |
48 | 126.1 | 147.80450818797 | -21.7045081879705 |
49 | 127.4 | 150.778229148197 | -23.3782291481969 |
50 | 128 | 148.006351020188 | -20.0063510201879 |
51 | 128.7 | 145.118147863444 | -16.4181478634439 |
52 | 128.9 | 143.537751100423 | -14.6377511004232 |
53 | 129.2 | 143.273637882226 | -14.0736378822264 |
54 | 129.9 | 142.403558877061 | -12.503558877061 |
55 | 130.4 | 143.550161448587 | -13.1501614485874 |
56 | 131.6 | 149.169339899661 | -17.569339899661 |
57 | 132.7 | 153.32003336635 | -20.6200333663502 |
58 | 133.5 | 156.103884552207 | -22.6038845522073 |
59 | 133.8 | 154.894312896508 | -21.0943128965084 |
60 | 133.8 | 152.367671056573 | -18.5676710565729 |
61 | 134.6 | 150.610033512505 | -16.0100335125052 |
62 | 134.8 | 145.598874180261 | -10.7988741802606 |
63 | 135 | 144.449911690496 | -9.44991169049604 |
64 | 135.2 | 145.087689987288 | -9.88768998728792 |
65 | 135.6 | 145.214502736265 | -9.61450273626519 |
66 | 136 | 144.265679095954 | -8.26567909595418 |
67 | 136.2 | 144.470231195506 | -8.27023119550634 |
68 | 136.6 | 145.196455208273 | -8.59645520827344 |
69 | 137.2 | 146.291712404379 | -9.0917124043789 |
70 | 137.4 | 148.519239195925 | -11.1192391959245 |
71 | 137.8 | 148.466320541678 | -10.6663205416781 |
72 | 137.9 | 147.297257192061 | -9.3972571920614 |
73 | 138.1 | 145.278565046228 | -7.17856504622809 |
74 | 138.6 | 142.501617732646 | -3.90161773264622 |
75 | 139.3 | 142.992045130292 | -3.69204513029243 |
76 | 139.5 | 144.229802685129 | -4.72980268512876 |
77 | 139.7 | 145.241464705674 | -5.54146470567378 |
78 | 140.2 | 146.777857255865 | -6.57785725586499 |
79 | 140.5 | 145.98066706086 | -5.48066706085976 |
80 | 140.9 | 147.46785550871 | -6.56785550871011 |
81 | 141.3 | 148.288511766377 | -6.98851176637648 |
82 | 141.8 | 150.962680387897 | -9.16268038789687 |
83 | 142 | 148.607554207961 | -6.60755420796128 |
84 | 141.9 | 147.6662903754 | -5.76629037539976 |
85 | 142.6 | 147.187705331663 | -4.58770533166317 |
86 | 143.1 | 146.206631891213 | -3.10663189121263 |
87 | 143.6 | 147.806081466796 | -4.20608146679593 |
88 | 144 | 148.126827891145 | -4.12682789114461 |
89 | 144.2 | 148.669037954528 | -4.46903795452795 |
90 | 144.4 | 146.921450840386 | -2.52145084038627 |
91 | 144.4 | 146.237527057685 | -1.83752705768481 |
92 | 144.8 | 146.61547468244 | -1.81547468244 |
93 | 145.1 | 146.602496340021 | -1.50249634002112 |
94 | 145.7 | 146.580952905282 | -0.880952905281954 |
95 | 145.8 | 145.686053203788 | 0.1139467962119 |
96 | 145.8 | 145.111331932388 | 0.688668067611674 |
97 | 146.2 | 144.098664627273 | 2.10133537272746 |
98 | 146.7 | 143.64004973945 | 3.05995026055033 |
99 | 147.2 | 143.881483534398 | 3.31851646560195 |
100 | 147.4 | 144.839789610381 | 2.5602103896195 |
101 | 147.5 | 146.298224164839 | 1.20177583516126 |
102 | 148 | 145.810287389369 | 2.18971261063087 |
103 | 148.4 | 146.237089767369 | 2.16291023263137 |
104 | 149 | 145.570426873246 | 3.4295731267538 |
105 | 149.4 | 144.689860147839 | 4.71013985216139 |
106 | 149.5 | 144.371822990825 | 5.12817700917537 |
107 | 149.7 | 144.892489619469 | 4.80751038053121 |
108 | 149.7 | 145.116881170996 | 4.58311882900379 |
109 | 150.3 | 144.084811704221 | 6.21518829577873 |
110 | 150.9 | 143.563926430419 | 7.33607356958095 |
111 | 151.4 | 143.484613801019 | 7.91538619898127 |
112 | 151.9 | 144.632003011958 | 7.26799698804216 |
113 | 152.2 | 144.714811548106 | 7.48518845189441 |
114 | 152.5 | 144.096435412973 | 8.40356458702717 |
115 | 152.5 | 142.490999308465 | 10.0090006915345 |
116 | 152.9 | 142.919156320132 | 9.98084367986767 |
117 | 153.2 | 143.595738940242 | 9.60426105975758 |
118 | 153.7 | 143.22071922798 | 10.47928077202 |
119 | 153.6 | 143.993088726657 | 9.60691127334328 |
120 | 153.5 | 146.034460295738 | 7.46553970426153 |
121 | 154.4 | 147.197406412493 | 7.20259358750729 |
122 | 154.9 | 146.375176876001 | 8.5248231239991 |
123 | 155.7 | 148.129318513321 | 7.57068148667876 |
124 | 156.3 | 150.264903682144 | 6.03509631785583 |
125 | 156.6 | 148.394218370931 | 8.20578162906923 |
126 | 156.7 | 148.353710064849 | 8.34628993515133 |
127 | 157 | 149.931616205693 | 7.06838379430722 |
128 | 157.3 | 149.393470043312 | 7.9065299566885 |
129 | 157.8 | 149.160513399464 | 8.63948660053622 |
130 | 158.3 | 150.271458205323 | 8.02854179467716 |
131 | 158.6 | 152.944490838334 | 5.65550916166601 |
132 | 158.6 | 158.500657442516 | 0.0993425574837483 |
133 | 159.1 | 159.28836520185 | -0.188365201850003 |
134 | 159.6 | 151.934402096614 | 7.66559790338558 |
135 | 160 | 146.934778531902 | 13.0652214680983 |
136 | 160.2 | 146.268115637779 | 13.9318843622207 |
137 | 160.1 | 148.116340170902 | 11.9836598290977 |
138 | 160.3 | 147.633909871322 | 12.6660901286782 |
139 | 160.5 | 147.396539977375 | 13.1034600226245 |
140 | 160.8 | 148.062066882989 | 12.7379331170114 |
141 | 161.2 | 149.486416950605 | 11.713583049395 |
142 | 161.6 | 152.560207335558 | 9.0397926644418 |
143 | 161.5 | 153.30954806189 | 8.19045193811008 |
144 | 161.3 | 148.270770824762 | 13.0292291752376 |
145 | 161.6 | 145.329430368614 | 16.270569631386 |
146 | 161.9 | 144.919888879194 | 16.9801111208065 |
147 | 162.2 | 144.943573587013 | 17.2564264129872 |
148 | 162.5 | 145.693263662441 | 16.806736337559 |
149 | 162.8 | 144.69187071698 | 18.1081292830198 |
150 | 163 | 143.164392608206 | 19.8356073917941 |
151 | 163.2 | 144.536173370672 | 18.6638266293276 |
152 | 163.4 | 142.462989291767 | 20.9370107082327 |
153 | 163.6 | 142.702631162732 | 20.8973688372679 |
154 | 164 | 143.320089954514 | 20.6799100454863 |
155 | 164 | 142.899711395754 | 21.1002886042456 |
156 | 163.9 | 141.936554779357 | 21.9634452206428 |
157 | 164.3 | 142.049383901345 | 22.2506160986553 |
158 | 164.5 | 141.253548340007 | 23.2464516599931 |
159 | 165 | 142.485450069858 | 22.5145499301424 |
160 | 166.2 | 145.331352996536 | 20.868647003464 |
161 | 166.2 | 147.224587027059 | 18.9754129729406 |
162 | 166.2 | 147.16659918724 | 19.0334008127598 |
163 | 166.7 | 148.883509780068 | 17.8164902199323 |
164 | 167.1 | 151.497330643531 | 15.6026693564693 |
165 | 167.9 | 153.72870269092 | 14.1712973090797 |
166 | 168.2 | 152.432957296265 | 15.7670427037352 |
167 | 168.3 | 154.837506223699 | 13.4624937763007 |
168 | 168.3 | 152.84940265796 | 15.4505973420396 |
169 | 168.8 | 155.754298709029 | 13.0457012909712 |
170 | 169.8 | 157.852652833359 | 11.947347166641 |
171 | 171.2 | 157.719416265142 | 13.4805837348585 |
172 | 171.3 | 156.376826686383 | 14.9231733136167 |
173 | 171.5 | 159.374363058367 | 12.1256369416326 |
174 | 172.4 | 165.685419627489 | 6.71458037251071 |
175 | 172.8 | 164.794802472156 | 8.0051975278444 |
176 | 172.8 | 165.095141450274 | 7.70485854972562 |
177 | 173.7 | 169.93784373895 | 3.76215626104964 |
178 | 174 | 171.402352763552 | 2.59764723644773 |
179 | 174.1 | 171.12268263954 | 2.97731736045967 |
180 | 174 | 175.727492218516 | -1.72749221851614 |
181 | 175.1 | 182.814283489124 | -7.71428348912367 |
182 | 175.8 | 172.265397192504 | 3.5346028074961 |
183 | 176.2 | 166.48527632711 | 9.7147236728896 |
184 | 176.9 | 167.550862286473 | 9.34913771352744 |
185 | 177.7 | 167.287098417372 | 10.4129015826277 |
186 | 178 | 163.188230379139 | 14.811769620861 |
187 | 177.5 | 159.785347122675 | 17.7146528773251 |
188 | 177.5 | 160.253444446169 | 17.2465555538308 |
189 | 178.3 | 157.099554792403 | 21.200445207597 |
190 | 177.7 | 153.688413029996 | 24.0115869700037 |
191 | 177.4 | 155.942421737915 | 21.4575782620845 |
192 | 176.7 | 155.847989493016 | 20.8520105069838 |
193 | 177.1 | 150.462421205483 | 26.6375787945173 |
194 | 177.8 | 149.207533466006 | 28.5924665339943 |
195 | 178.8 | 152.846344041529 | 25.9536559584708 |
196 | 179.8 | 157.147841551393 | 22.6521584486074 |
197 | 179.8 | 157.681486522456 | 22.1185134775443 |
198 | 179.9 | 156.85969427628 | 23.04030572372 |
199 | 180.1 | 157.516656089573 | 22.5833439104271 |
200 | 180.7 | 157.426637094772 | 23.2733629052278 |
201 | 181 | 159.489333453435 | 21.5106665465649 |
202 | 181.3 | 160.619331071857 | 20.6806689281433 |
203 | 181.3 | 161.198641475794 | 20.1013585242057 |
204 | 180.9 | 165.374243580032 | 15.5257564199683 |
205 | 181.7 | 170.392613370929 | 11.3073866290707 |
206 | 183.1 | 175.942924150126 | 7.15707584987407 |
207 | 184.2 | 186.096471229473 | -1.89647122947301 |
208 | 183.8 | 167.669328588288 | 16.1306714117124 |
209 | 183.5 | 169.453010758413 | 14.0469892415872 |
210 | 183.7 | 174.919945007207 | 8.78005499279288 |
211 | 183.9 | 172.972787037867 | 10.9272129621335 |
212 | 184.6 | 169.718390669057 | 14.8816093309427 |
213 | 185.2 | 168.484566311285 | 16.7154336887154 |
214 | 185 | 168.105394756801 | 16.8946052431995 |
215 | 184.5 | 168.219010518201 | 16.2809894817992 |
216 | 184.3 | 171.886793632274 | 12.4132063677256 |
217 | 185.2 | 175.970891404105 | 9.22910859589467 |
218 | 186.2 | 175.047237809219 | 11.1527621907806 |
219 | 187.4 | 176.932474741677 | 10.4675252583229 |
220 | 188 | 176.392405951374 | 11.6075940486261 |
221 | 189.1 | 180.828625367061 | 8.27137463293937 |
222 | 189.7 | 181.981739699047 | 7.71826030095313 |
223 | 189.4 | 182.474220428554 | 6.92577957144648 |
224 | 189.5 | 184.423781078851 | 5.07621892114893 |
225 | 189.9 | 182.277052254312 | 7.62294774568842 |
226 | 190.9 | 189.077442995289 | 1.82255700471078 |
227 | 191 | 190.827128619792 | 0.172871380207869 |
228 | 190.3 | 186.312033865021 | 3.98796613497877 |
229 | 190.7 | 187.327103851094 | 3.37289614890595 |
230 | 191.8 | 187.715101905775 | 4.08489809422468 |
231 | 193.3 | 192.798363408767 | 0.501636591232691 |
232 | 194.6 | 195.810757988374 | -1.21075798837353 |
233 | 194.4 | 191.913820723577 | 2.4861792764227 |
234 | 194.5 | 194.988440510662 | -0.488440510662072 |
235 | 195.4 | 200.39603228597 | -4.9960322859698 |
236 | 196.4 | 202.716898096624 | -6.31689809662425 |
237 | 198.8 | 218.081394008573 | -19.2813940085729 |
238 | 199.2 | 224.391271826467 | -25.1912718264667 |
239 | 197.6 | 219.275760523335 | -21.6757605233352 |
240 | 196.8 | 215.035658818819 | -18.2356588188187 |
241 | 198.3 | 212.313814195282 | -14.0138141952821 |
242 | 198.7 | 202.877752569725 | -4.1777525697246 |
243 | 199.8 | 200.986222521965 | -1.18622252196507 |
244 | 201.5 | 204.810532384478 | -3.31053238447811 |
245 | 202.5 | 204.829497255821 | -2.32949725582104 |
246 | 202.9 | 202.105687241644 | 0.794312758356386 |
247 | 203.5 | 205.102436974215 | -1.60243697421505 |
248 | 203.9 | 208.136942982815 | -4.23694298281506 |
249 | 202.9 | 199.429203880386 | 3.47079611961413 |
250 | 201.8 | 190.49484401213 | 11.3051559878705 |
251 | 201.5 | 200.445673678627 | 1.05432632137317 |
252 | 201.8 | 202.536249350049 | -0.736249350049429 |
253 | 202.416 | 191.479501300547 | 10.9364986994528 |
254 | 203.499 | 201.116051124655 | 2.38294887534522 |
255 | 205.352 | 200.925394710873 | 4.42660528912731 |
256 | 206.686 | 200.754839156943 | 5.9311608430572 |
257 | 207.949 | 203.400123181133 | 4.54887681886738 |
258 | 208.352 | 205.117951117311 | 3.23404888268864 |
259 | 208.299 | 206.743400140451 | 1.55559985954874 |
260 | 207.917 | 202.91991968007 | 4.99708031993022 |
261 | 208.49 | 204.812759182996 | 3.67724081700418 |
262 | 208.936 | 211.381067860758 | -2.44506786075809 |
263 | 210.177 | 221.074512298895 | -10.8975122988945 |
264 | 210.036 | 221.65190007491 | -11.6159000749102 |
265 | 211.08 | 224.206378464887 | -13.1263784648866 |
266 | 211.693 | 229.046371486228 | -17.3533714862279 |
267 | 213.528 | 239.719665435086 | -26.1916654350859 |
268 | 214.823 | 247.785780984879 | -32.9627809848793 |
269 | 216.632 | 262.478193052254 | -45.8461930522541 |
270 | 218.815 | 271.624795531751 | -52.8097955317505 |
271 | 219.964 | 274.52527833272 | -54.5612783327203 |
272 | 219.086 | 246.074899683695 | -26.9888996836946 |
273 | 218.783 | 228.448269677605 | -9.66526967760458 |
274 | 216.573 | 203.978993878972 | 12.5940061210279 |
275 | 212.425 | 187.45072486392 | 24.9742751360804 |
276 | 210.228 | 182.078225275807 | 28.1497747241934 |
277 | 211.143 | 180.198537581957 | 30.9444624180433 |
278 | 212.193 | 172.745859685662 | 39.4471403143383 |
279 | 212.709 | 175.38467471211 | 37.3243252878895 |
280 | 213.24 | 174.68554337269 | 38.5544566273096 |
281 | 213.856 | 180.627390876035 | 33.2286091239653 |
282 | 215.693 | 187.211080577173 | 28.4819194228272 |
283 | 215.351 | 183.683045791776 | 31.6679542082235 |
284 | 215.834 | 186.204399800981 | 29.629600199019 |
285 | 215.969 | 183.851414894125 | 32.1175851058745 |
286 | 216.177 | 191.894283026416 | 24.2827169735842 |
287 | 216.33 | 193.545645971675 | 22.7843540283254 |
288 | 215.949 | 196.21719326708 | 19.7318067329201 |
289 | 216.687 | 202.861187963557 | 13.8258120364434 |
290 | 216.741 | 200.139956512775 | 16.6010434872245 |
291 | 217.631 | 199.907698567121 | 17.7233014328791 |
292 | 218.009 | 199.154424643726 | 18.8545753562744 |
293 | 218.178 | 193.336331272927 | 24.8416687270727 |
294 | 217.965 | 195.6037983763 | 22.3612016236996 |
295 | 218.011 | 196.879573615042 | 21.1314263849578 |
296 | 218.312 | 196.203558989187 | 22.1084410108132 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 1.23457329636583e-05 | 2.46914659273167e-05 | 0.999987654267036 |
7 | 3.62009197417796e-07 | 7.24018394835592e-07 | 0.999999637990803 |
8 | 6.82611121893912e-09 | 1.36522224378782e-08 | 0.999999993173889 |
9 | 3.76076030308918e-10 | 7.52152060617837e-10 | 0.999999999623924 |
10 | 1.26067718481862e-11 | 2.52135436963724e-11 | 0.999999999987393 |
11 | 5.04764962941714e-13 | 1.00952992588343e-12 | 0.999999999999495 |
12 | 1.53698511664058e-14 | 3.07397023328117e-14 | 0.999999999999985 |
13 | 8.11208313350662e-16 | 1.62241662670132e-15 | 1 |
14 | 1.48204139897634e-16 | 2.96408279795268e-16 | 1 |
15 | 4.31357352188105e-17 | 8.6271470437621e-17 | 1 |
16 | 1.35939033637634e-17 | 2.71878067275268e-17 | 1 |
17 | 1.91598977280738e-18 | 3.83197954561477e-18 | 1 |
18 | 2.62122467903668e-19 | 5.24244935807335e-19 | 1 |
19 | 2.27934680483583e-20 | 4.55869360967165e-20 | 1 |
20 | 6.98064020004778e-21 | 1.39612804000956e-20 | 1 |
21 | 3.39516880346362e-21 | 6.79033760692724e-21 | 1 |
22 | 1.31132587281749e-21 | 2.62265174563497e-21 | 1 |
23 | 1.92607771069347e-21 | 3.85215542138694e-21 | 1 |
24 | 9.10924491349047e-21 | 1.82184898269809e-20 | 1 |
25 | 5.9662754434794e-19 | 1.19325508869588e-18 | 1 |
26 | 2.31977296758212e-18 | 4.63954593516425e-18 | 1 |
27 | 3.67645272634388e-18 | 7.35290545268776e-18 | 1 |
28 | 2.00449913430926e-18 | 4.00899826861853e-18 | 1 |
29 | 8.95465403906952e-19 | 1.7909308078139e-18 | 1 |
30 | 5.7655037378077e-19 | 1.15310074756154e-18 | 1 |
31 | 5.96571728019665e-19 | 1.19314345603933e-18 | 1 |
32 | 9.65168281550521e-19 | 1.93033656310104e-18 | 1 |
33 | 9.72588801744099e-19 | 1.9451776034882e-18 | 1 |
34 | 3.20245391375761e-18 | 6.40490782751521e-18 | 1 |
35 | 1.22652149283873e-17 | 2.45304298567747e-17 | 1 |
36 | 1.06260063996859e-16 | 2.12520127993718e-16 | 1 |
37 | 1.33826811866487e-15 | 2.67653623732974e-15 | 0.999999999999999 |
38 | 3.54757330694124e-15 | 7.09514661388248e-15 | 0.999999999999996 |
39 | 5.46947705284015e-15 | 1.09389541056803e-14 | 0.999999999999995 |
40 | 5.10724683447237e-15 | 1.02144936689447e-14 | 0.999999999999995 |
41 | 6.45801295623692e-15 | 1.29160259124738e-14 | 0.999999999999994 |
42 | 8.9659415355655e-15 | 1.7931883071131e-14 | 0.99999999999999 |
43 | 1.2153839152647e-14 | 2.43076783052939e-14 | 0.999999999999988 |
44 | 1.56803306809361e-14 | 3.13606613618723e-14 | 0.999999999999984 |
45 | 1.44328257670585e-14 | 2.8865651534117e-14 | 0.999999999999986 |
46 | 1.48672140364734e-14 | 2.97344280729468e-14 | 0.999999999999985 |
47 | 2.16323774637755e-14 | 4.3264754927551e-14 | 0.999999999999978 |
48 | 6.76371953413986e-14 | 1.35274390682797e-13 | 0.999999999999932 |
49 | 3.17292174414723e-13 | 6.34584348829447e-13 | 0.999999999999683 |
50 | 4.27260384121666e-13 | 8.54520768243333e-13 | 0.999999999999573 |
51 | 5.24553595501834e-13 | 1.04910719100367e-12 | 0.999999999999475 |
52 | 9.15892958301216e-13 | 1.83178591660243e-12 | 0.999999999999084 |
53 | 1.49899946749001e-12 | 2.99799893498001e-12 | 0.9999999999985 |
54 | 3.98692808965802e-12 | 7.97385617931604e-12 | 0.999999999996013 |
55 | 6.27616560392405e-12 | 1.25523312078481e-11 | 0.999999999993724 |
56 | 3.80732149160523e-12 | 7.61464298321045e-12 | 0.999999999996193 |
57 | 3.15667575528534e-12 | 6.31335151057067e-12 | 0.999999999996843 |
58 | 2.47246587543091e-12 | 4.94493175086182e-12 | 0.999999999997528 |
59 | 2.29887825265441e-12 | 4.59775650530883e-12 | 0.999999999997701 |
60 | 5.42910988360729e-12 | 1.08582197672146e-11 | 0.99999999999457 |
61 | 1.58817804613784e-11 | 3.17635609227567e-11 | 0.999999999984118 |
62 | 6.16389321105391e-11 | 1.23277864221078e-10 | 0.999999999938361 |
63 | 1.67992781164625e-10 | 3.3598556232925e-10 | 0.999999999832007 |
64 | 3.36744546704422e-10 | 6.73489093408844e-10 | 0.999999999663255 |
65 | 5.72403079523856e-10 | 1.14480615904771e-09 | 0.999999999427597 |
66 | 1.02913621717196e-09 | 2.05827243434392e-09 | 0.999999998970864 |
67 | 1.14446909564587e-09 | 2.28893819129175e-09 | 0.999999998855531 |
68 | 1.49638914867775e-09 | 2.99277829735549e-09 | 0.99999999850361 |
69 | 3.08204016797806e-09 | 6.16408033595613e-09 | 0.99999999691796 |
70 | 9.72850045507287e-09 | 1.94570009101457e-08 | 0.9999999902715 |
71 | 4.33209994128259e-08 | 8.66419988256518e-08 | 0.999999956679 |
72 | 4.93310841304283e-07 | 9.86621682608565e-07 | 0.999999506689159 |
73 | 2.13919376854575e-06 | 4.2783875370915e-06 | 0.999997860806231 |
74 | 3.03525351379737e-06 | 6.07050702759475e-06 | 0.999996964746486 |
75 | 5.00048593748751e-06 | 1.0000971874975e-05 | 0.999994999514063 |
76 | 7.56727431772028e-06 | 1.51345486354406e-05 | 0.999992432725682 |
77 | 1.2119226847751e-05 | 2.42384536955019e-05 | 0.999987880773152 |
78 | 2.04330783538965e-05 | 4.0866156707793e-05 | 0.999979566921646 |
79 | 3.22347114824482e-05 | 6.44694229648963e-05 | 0.999967765288518 |
80 | 9.96385896113991e-05 | 0.000199277179222798 | 0.999900361410389 |
81 | 0.000300600326342864 | 0.000601200652685728 | 0.999699399673657 |
82 | 0.00176603149803399 | 0.00353206299606797 | 0.998233968501966 |
83 | 0.00527726864435391 | 0.0105545372887078 | 0.994722731355646 |
84 | 0.0129916909241636 | 0.0259833818483272 | 0.987008309075836 |
85 | 0.0280390475153542 | 0.0560780950307083 | 0.971960952484646 |
86 | 0.0448427603626453 | 0.0896855207252907 | 0.955157239637355 |
87 | 0.0733164302581098 | 0.14663286051622 | 0.92668356974189 |
88 | 0.113604926959695 | 0.227209853919391 | 0.886395073040305 |
89 | 0.167859184795838 | 0.335718369591676 | 0.832140815204162 |
90 | 0.234801415578605 | 0.46960283115721 | 0.765198584421395 |
91 | 0.321924692255696 | 0.643849384511391 | 0.678075307744304 |
92 | 0.413769430507732 | 0.827538861015464 | 0.586230569492268 |
93 | 0.509507589407521 | 0.980984821184959 | 0.490492410592479 |
94 | 0.595238307041297 | 0.809523385917407 | 0.404761692958703 |
95 | 0.684887031238652 | 0.630225937522697 | 0.315112968761348 |
96 | 0.769282443969283 | 0.461435112061435 | 0.230717556030717 |
97 | 0.837737207122608 | 0.324525585754785 | 0.162262792877392 |
98 | 0.891063626118868 | 0.217872747762264 | 0.108936373881132 |
99 | 0.927763633122745 | 0.144472733754509 | 0.0722363668772546 |
100 | 0.950378282819556 | 0.0992434343608874 | 0.0496217171804437 |
101 | 0.964108798567187 | 0.071782402865625 | 0.0358912014328125 |
102 | 0.9753919027523 | 0.0492161944953975 | 0.0246080972476988 |
103 | 0.98322146490045 | 0.0335570701991012 | 0.0167785350995506 |
104 | 0.989110254094207 | 0.0217794918115859 | 0.0108897459057929 |
105 | 0.99340091556054 | 0.013198168878919 | 0.00659908443945949 |
106 | 0.996164127513532 | 0.00767174497293601 | 0.00383587248646801 |
107 | 0.997735923806792 | 0.00452815238641571 | 0.00226407619320785 |
108 | 0.998635368427871 | 0.00272926314425713 | 0.00136463157212856 |
109 | 0.999268394022085 | 0.00146321195583064 | 0.000731605977915318 |
110 | 0.999632516860488 | 0.000734966279024235 | 0.000367483139512117 |
111 | 0.999816754225413 | 0.000366491549174038 | 0.000183245774587019 |
112 | 0.999904158461792 | 0.000191683076415194 | 9.58415382075972e-05 |
113 | 0.999949950181283 | 0.000100099637434212 | 5.00498187171061e-05 |
114 | 0.999974606302202 | 5.07873955961764e-05 | 2.53936977980882e-05 |
115 | 0.999987774085568 | 2.44518288632602e-05 | 1.22259144316301e-05 |
116 | 0.999993920028396 | 1.21599432072383e-05 | 6.07997160361915e-06 |
117 | 0.999996916644079 | 6.16671184293401e-06 | 3.08335592146701e-06 |
118 | 0.999998452888013 | 3.09422397477367e-06 | 1.54711198738683e-06 |
119 | 0.9999992151544 | 1.56969120188389e-06 | 7.84845600941947e-07 |
120 | 0.99999960603871 | 7.87922580625947e-07 | 3.93961290312973e-07 |
121 | 0.999999802964887 | 3.94070226994724e-07 | 1.97035113497362e-07 |
122 | 0.999999901596787 | 1.96806425982322e-07 | 9.8403212991161e-08 |
123 | 0.99999995026317 | 9.94736604962027e-08 | 4.97368302481013e-08 |
124 | 0.999999974414928 | 5.11701448031484e-08 | 2.55850724015742e-08 |
125 | 0.999999986824548 | 2.63509042916852e-08 | 1.31754521458426e-08 |
126 | 0.999999993086169 | 1.3827661833334e-08 | 6.91383091666702e-09 |
127 | 0.999999996116243 | 7.76751424746427e-09 | 3.88375712373214e-09 |
128 | 0.999999997891312 | 4.21737661935577e-09 | 2.10868830967788e-09 |
129 | 0.9999999989661 | 2.0677997187476e-09 | 1.0338998593738e-09 |
130 | 0.999999999480187 | 1.03962682127201e-09 | 5.19813410636006e-10 |
131 | 0.999999999670503 | 6.58993363546134e-10 | 3.29496681773067e-10 |
132 | 0.99999999976482 | 4.70360734166347e-10 | 2.35180367083174e-10 |
133 | 0.999999999825631 | 3.48737347075666e-10 | 1.74368673537833e-10 |
134 | 0.99999999988435 | 2.3129849972918e-10 | 1.1564924986459e-10 |
135 | 0.99999999994918 | 1.01638311464651e-10 | 5.08191557323253e-11 |
136 | 0.999999999978021 | 4.39588650016848e-11 | 2.19794325008424e-11 |
137 | 0.999999999989084 | 2.18326801642456e-11 | 1.09163400821228e-11 |
138 | 0.999999999994353 | 1.12931265823362e-11 | 5.64656329116808e-12 |
139 | 0.999999999997238 | 5.52483707453358e-12 | 2.76241853726679e-12 |
140 | 0.99999999999856 | 2.88018923071301e-12 | 1.44009461535651e-12 |
141 | 0.99999999999909 | 1.82237269230032e-12 | 9.11186346150159e-13 |
142 | 0.999999999999295 | 1.40969606112759e-12 | 7.04848030563795e-13 |
143 | 0.999999999999376 | 1.24707790799064e-12 | 6.23538953995322e-13 |
144 | 0.999999999999618 | 7.63519527852063e-13 | 3.81759763926032e-13 |
145 | 0.999999999999828 | 3.44805900145523e-13 | 1.72402950072762e-13 |
146 | 0.99999999999992 | 1.57752062070377e-13 | 7.88760310351883e-14 |
147 | 0.99999999999996 | 8.25867832150549e-14 | 4.12933916075274e-14 |
148 | 0.999999999999975 | 5.01752906420817e-14 | 2.50876453210409e-14 |
149 | 0.999999999999986 | 2.76804893930803e-14 | 1.38402446965401e-14 |
150 | 0.999999999999993 | 1.35775233897663e-14 | 6.78876169488317e-15 |
151 | 0.999999999999996 | 8.66683930089549e-15 | 4.33341965044775e-15 |
152 | 0.999999999999998 | 4.17725195087487e-15 | 2.08862597543743e-15 |
153 | 1 | 1.75191581727569e-15 | 8.75957908637845e-16 |
154 | 1 | 9.53036728342517e-16 | 4.76518364171258e-16 |
155 | 1 | 6.13473242199289e-16 | 3.06736621099644e-16 |
156 | 1 | 4.38222384017721e-16 | 2.1911119200886e-16 |
157 | 1 | 2.83226112831095e-16 | 1.41613056415547e-16 |
158 | 1 | 1.78057311521124e-16 | 8.9028655760562e-17 |
159 | 1 | 9.37797204632752e-17 | 4.68898602316376e-17 |
160 | 1 | 5.64296796579101e-17 | 2.82148398289551e-17 |
161 | 1 | 4.31182940805437e-17 | 2.15591470402718e-17 |
162 | 1 | 3.09818410210112e-17 | 1.54909205105056e-17 |
163 | 1 | 2.02633709032451e-17 | 1.01316854516225e-17 |
164 | 1 | 1.58629245758995e-17 | 7.93146228794973e-18 |
165 | 1 | 1.14392195183764e-17 | 5.71960975918822e-18 |
166 | 1 | 8.3806791895102e-18 | 4.1903395947551e-18 |
167 | 1 | 5.37486926414171e-18 | 2.68743463207086e-18 |
168 | 1 | 1.88655051196595e-18 | 9.43275255982975e-19 |
169 | 1 | 8.0690379870803e-19 | 4.03451899354015e-19 |
170 | 1 | 3.16628924142363e-19 | 1.58314462071181e-19 |
171 | 1 | 1.28232264552854e-19 | 6.4116132276427e-20 |
172 | 1 | 9.10825754739494e-20 | 4.55412877369747e-20 |
173 | 1 | 4.77634690257037e-20 | 2.38817345128519e-20 |
174 | 1 | 2.16016166037874e-20 | 1.08008083018937e-20 |
175 | 1 | 1.37071839336258e-20 | 6.85359196681289e-21 |
176 | 1 | 6.86144486540622e-21 | 3.43072243270311e-21 |
177 | 1 | 2.86674461227306e-21 | 1.43337230613653e-21 |
178 | 1 | 1.40917706738361e-21 | 7.04588533691804e-22 |
179 | 1 | 6.24091409090295e-22 | 3.12045704545147e-22 |
180 | 1 | 3.90956508475885e-22 | 1.95478254237943e-22 |
181 | 1 | 2.53401392418304e-22 | 1.26700696209152e-22 |
182 | 1 | 3.7062966191884e-22 | 1.8531483095942e-22 |
183 | 1 | 5.74350731988346e-22 | 2.87175365994173e-22 |
184 | 1 | 9.7941610801187e-22 | 4.89708054005935e-22 |
185 | 1 | 1.58332398929161e-21 | 7.91661994645803e-22 |
186 | 1 | 2.19051682537482e-21 | 1.09525841268741e-21 |
187 | 1 | 2.34207435989682e-21 | 1.17103717994841e-21 |
188 | 1 | 2.21097203410199e-21 | 1.10548601705099e-21 |
189 | 1 | 1.8374080292283e-21 | 9.18704014614148e-22 |
190 | 1 | 1.6502256410005e-21 | 8.25112820500252e-22 |
191 | 1 | 2.59768815506769e-21 | 1.29884407753384e-21 |
192 | 1 | 3.87541258274568e-21 | 1.93770629137284e-21 |
193 | 1 | 2.82446087261115e-21 | 1.41223043630557e-21 |
194 | 1 | 1.43211214978722e-21 | 7.16056074893611e-22 |
195 | 1 | 6.90129490694553e-22 | 3.45064745347276e-22 |
196 | 1 | 5.36501343953923e-22 | 2.68250671976961e-22 |
197 | 1 | 3.55770625120683e-22 | 1.77885312560341e-22 |
198 | 1 | 2.63681471524868e-22 | 1.31840735762434e-22 |
199 | 1 | 1.51797609009556e-22 | 7.5898804504778e-23 |
200 | 1 | 6.11411471276956e-23 | 3.05705735638478e-23 |
201 | 1 | 2.41764992481898e-23 | 1.20882496240949e-23 |
202 | 1 | 1.33477075293837e-23 | 6.67385376469184e-24 |
203 | 1 | 1.26703519226594e-23 | 6.33517596132972e-24 |
204 | 1 | 9.46912944276667e-24 | 4.73456472138333e-24 |
205 | 1 | 7.23167230541171e-24 | 3.61583615270586e-24 |
206 | 1 | 7.54335027383867e-24 | 3.77167513691934e-24 |
207 | 1 | 1.16341650867684e-23 | 5.81708254338421e-24 |
208 | 1 | 2.14928137501618e-23 | 1.07464068750809e-23 |
209 | 1 | 4.29629468262871e-23 | 2.14814734131436e-23 |
210 | 1 | 9.04611885144713e-23 | 4.52305942572357e-23 |
211 | 1 | 1.68933138171069e-22 | 8.44665690855347e-23 |
212 | 1 | 2.22167200458777e-22 | 1.11083600229389e-22 |
213 | 1 | 4.40137302343125e-22 | 2.20068651171563e-22 |
214 | 1 | 5.63650981670827e-22 | 2.81825490835414e-22 |
215 | 1 | 5.08148802073636e-22 | 2.54074401036818e-22 |
216 | 1 | 5.20951671029707e-22 | 2.60475835514853e-22 |
217 | 1 | 6.47614827771858e-22 | 3.23807413885929e-22 |
218 | 1 | 7.9554440300931e-22 | 3.97772201504655e-22 |
219 | 1 | 1.02836766731884e-21 | 5.14183833659418e-22 |
220 | 1 | 1.32584244477532e-21 | 6.62921222387658e-22 |
221 | 1 | 1.82362919035496e-21 | 9.1181459517748e-22 |
222 | 1 | 3.90079364250359e-21 | 1.9503968212518e-21 |
223 | 1 | 5.59623947703394e-21 | 2.79811973851697e-21 |
224 | 1 | 4.56580619743975e-21 | 2.28290309871987e-21 |
225 | 1 | 2.08348550559203e-21 | 1.04174275279601e-21 |
226 | 1 | 5.37210756681177e-22 | 2.68605378340588e-22 |
227 | 1 | 5.01181000922412e-22 | 2.50590500461206e-22 |
228 | 1 | 5.41783325909886e-22 | 2.70891662954943e-22 |
229 | 1 | 3.02472272889235e-22 | 1.51236136444617e-22 |
230 | 1 | 1.63190174598704e-22 | 8.1595087299352e-23 |
231 | 1 | 7.09823458954523e-23 | 3.54911729477262e-23 |
232 | 1 | 9.01768866225844e-23 | 4.50884433112922e-23 |
233 | 1 | 1.07469620165397e-22 | 5.37348100826984e-23 |
234 | 1 | 4.10795394229035e-23 | 2.05397697114518e-23 |
235 | 1 | 2.61963931818926e-23 | 1.30981965909463e-23 |
236 | 1 | 6.84856517960034e-24 | 3.42428258980017e-24 |
237 | 1 | 1.51423432150884e-23 | 7.57117160754422e-24 |
238 | 1 | 1.45599360612969e-23 | 7.27996803064844e-24 |
239 | 1 | 2.47483072062037e-23 | 1.23741536031019e-23 |
240 | 1 | 7.67915025255532e-23 | 3.83957512627766e-23 |
241 | 1 | 2.09439487484552e-22 | 1.04719743742276e-22 |
242 | 1 | 3.7572669698629e-22 | 1.87863348493145e-22 |
243 | 1 | 5.33932059567238e-22 | 2.66966029783619e-22 |
244 | 1 | 5.76047723570436e-22 | 2.88023861785218e-22 |
245 | 1 | 6.08743212624942e-22 | 3.04371606312471e-22 |
246 | 1 | 3.78526199712494e-22 | 1.89263099856247e-22 |
247 | 1 | 1.92794687192392e-22 | 9.63973435961961e-23 |
248 | 1 | 2.71078797121386e-22 | 1.35539398560693e-22 |
249 | 1 | 3.77966395037166e-22 | 1.88983197518583e-22 |
250 | 1 | 1.20407681330173e-22 | 6.02038406650867e-23 |
251 | 1 | 1.97311691808037e-22 | 9.86558459040183e-23 |
252 | 1 | 2.10523874589077e-22 | 1.05261937294538e-22 |
253 | 1 | 1.67586902238353e-22 | 8.37934511191765e-23 |
254 | 1 | 3.24613285497614e-22 | 1.62306642748807e-22 |
255 | 1 | 9.317237586712e-22 | 4.658618793356e-22 |
256 | 1 | 2.33453480368179e-21 | 1.16726740184089e-21 |
257 | 1 | 1.07920444016715e-20 | 5.39602220083577e-21 |
258 | 1 | 4.09327135609709e-20 | 2.04663567804854e-20 |
259 | 1 | 6.87857398928793e-20 | 3.43928699464397e-20 |
260 | 1 | 6.0383355430356e-20 | 3.0191677715178e-20 |
261 | 1 | 1.49090788234304e-20 | 7.45453941171522e-21 |
262 | 1 | 1.93350684874911e-21 | 9.66753424374554e-22 |
263 | 1 | 1.98658393565078e-22 | 9.9329196782539e-23 |
264 | 1 | 1.53523649731454e-23 | 7.6761824865727e-24 |
265 | 1 | 1.97101150840166e-24 | 9.8550575420083e-25 |
266 | 1 | 2.67267219021376e-25 | 1.33633609510688e-25 |
267 | 1 | 8.2447965091809e-26 | 4.12239825459045e-26 |
268 | 1 | 3.76493557749989e-26 | 1.88246778874995e-26 |
269 | 1 | 2.82036025827371e-26 | 1.41018012913685e-26 |
270 | 1 | 1.20416472738613e-25 | 6.02082363693065e-26 |
271 | 1 | 1.83200642816115e-24 | 9.16003214080575e-25 |
272 | 1 | 1.43500161620564e-23 | 7.1750080810282e-24 |
273 | 1 | 7.9896028783474e-23 | 3.9948014391737e-23 |
274 | 1 | 1.45623227965501e-21 | 7.28116139827505e-22 |
275 | 1 | 6.35423194704311e-21 | 3.17711597352156e-21 |
276 | 1 | 3.69374639003849e-20 | 1.84687319501924e-20 |
277 | 1 | 3.14731092975688e-19 | 1.57365546487844e-19 |
278 | 1 | 5.3560808395676e-18 | 2.6780404197838e-18 |
279 | 1 | 9.69980648296776e-17 | 4.84990324148388e-17 |
280 | 1 | 1.72708967950504e-15 | 8.63544839752522e-16 |
281 | 0.999999999999989 | 2.24575035304298e-14 | 1.12287517652149e-14 |
282 | 0.999999999999812 | 3.76565658391542e-13 | 1.88282829195771e-13 |
283 | 0.999999999996617 | 6.76640215094231e-12 | 3.38320107547116e-12 |
284 | 0.999999999947666 | 1.04668575541228e-10 | 5.2334287770614e-11 |
285 | 0.9999999991998 | 1.60039781910118e-09 | 8.00198909550589e-10 |
286 | 0.999999993496508 | 1.3006984276844e-08 | 6.50349213842199e-09 |
287 | 0.999999986483847 | 2.70323060106573e-08 | 1.35161530053286e-08 |
288 | 0.999999998851684 | 2.29663148122323e-09 | 1.14831574061162e-09 |
289 | 0.99999992371959 | 1.52560819247814e-07 | 7.62804096239068e-08 |
290 | 0.999998283650152 | 3.43269969534055e-06 | 1.71634984767028e-06 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 262 | 0.919298245614035 | NOK |
5% type I error level | 268 | 0.940350877192982 | NOK |
10% type I error level | 272 | 0.95438596491228 | NOK |