Multiple Linear Regression - Estimated Regression Equation |
time[t] = + 14700.7736727012 + 1773.83353460073feedback[t] + 1147.86092997731blogs[t] + 0.381624042811461dgddg[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) | 14700.7736727012 | 6091.421409 | 2.4134 | 0.016437 | 0.008219 |
feedback | 1773.83353460073 | 389.903991 | 4.5494 | 8e-06 | 4e-06 |
blogs | 1147.86092997731 | 116.99513 | 9.8112 | 0 | 0 |
dgddg | 0.381624042811461 | 0.10186 | 3.7466 | 0.000217 | 0.000108 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.86035968229665 |
R-squared | 0.740218782921593 |
Adjusted R-squared | 0.737484243794452 |
F-TEST (value) | 270.69233552912 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 42187.6578806867 |
Sum Squared Residuals | 507242566075.493 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 201447.448826016 | 9459.55117398421 |
2 | 120982 | 163300.422674019 | -42318.4226740185 |
3 | 176508 | 182699.839096785 | -6191.83909678481 |
4 | 179321 | 230502.441912493 | -51181.4419124933 |
5 | 123185 | 124609.776909096 | -1424.77690909616 |
6 | 52746 | 86963.2190010765 | -34217.2190010765 |
7 | 385534 | 243420.50123533 | 142113.49876467 |
8 | 33170 | 56481.3377698926 | -23311.3377698926 |
9 | 101645 | 63711.197246644 | 37933.802753356 |
10 | 149061 | 154513.257110923 | -5452.25711092342 |
11 | 165446 | 160243.917913593 | 5202.08208640725 |
12 | 237213 | 196902.348911793 | 40310.6510882074 |
13 | 173326 | 218828.314666807 | -45502.3146668069 |
14 | 133131 | 140476.858935928 | -7345.85893592772 |
15 | 258873 | 235731.016274296 | 23141.9837257037 |
16 | 180083 | 167878.715263308 | 12204.2847366919 |
17 | 324799 | 316705.433748661 | 8093.56625133897 |
18 | 230964 | 236068.05047361 | -5104.05047361021 |
19 | 236785 | 196802.494342127 | 39982.505657873 |
20 | 135473 | 187650.468972606 | -52177.4689726059 |
21 | 202925 | 254369.030116004 | -51444.0301160035 |
22 | 215147 | 232293.359534597 | -17146.3595345971 |
23 | 344297 | 185563.047101275 | 158733.952898725 |
24 | 153935 | 141456.259415005 | 12478.7405849951 |
25 | 132943 | 216361.082884364 | -83418.0828843642 |
26 | 174724 | 242572.809083121 | -67848.8090831215 |
27 | 174415 | 185063.995548445 | -10648.9955484447 |
28 | 225548 | 195227.656778289 | 30320.3432217114 |
29 | 223632 | 221489.191168567 | 2142.80883143276 |
30 | 124817 | 124722.237710121 | 94.7622898789861 |
31 | 221698 | 223480.887048 | -1782.88704800026 |
32 | 210767 | 229516.304102999 | -18749.3041029992 |
33 | 170266 | 167950.513581281 | 2315.48641871852 |
34 | 260561 | 256247.762730812 | 4313.23726918754 |
35 | 84853 | 135020.401892564 | -50167.401892564 |
36 | 294424 | 234790.950423204 | 59633.0495767956 |
37 | 101011 | 82717.8123821421 | 18293.1876178579 |
38 | 215641 | 174261.15550975 | 41379.84449025 |
39 | 325107 | 205209.447587732 | 119897.552412268 |
40 | 7176 | 15243.824685622 | -8067.82468562196 |
41 | 167542 | 153257.15854855 | 14284.8414514503 |
42 | 106408 | 89275.1107209859 | 17132.8892790141 |
43 | 96560 | 101841.929308453 | -5281.92930845321 |
44 | 265769 | 213379.449744321 | 52389.550255679 |
45 | 269651 | 216343.173433659 | 53307.8265663412 |
46 | 149112 | 164183.180727889 | -15071.1807278891 |
47 | 175824 | 130867.426093539 | 44956.5739064613 |
48 | 152871 | 162580.615538476 | -9709.61553847647 |
49 | 111665 | 128143.382483076 | -16478.3824830758 |
50 | 116408 | 150220.385885375 | -33812.3858853746 |
51 | 362301 | 200681.138630859 | 161619.861369141 |
52 | 78800 | 96383.4695540146 | -17583.4695540147 |
53 | 183167 | 219962.718698065 | -36795.7186980651 |
54 | 277965 | 268959.41547161 | 9005.58452838953 |
55 | 150629 | 198127.832707684 | -47498.8327076836 |
56 | 168809 | 179181.696653354 | -10372.6966533538 |
57 | 24188 | 33249.6583056509 | -9061.65830565086 |
58 | 329267 | 218738.857434278 | 110528.142565722 |
59 | 65029 | 83157.1010425938 | -18128.1010425938 |
60 | 101097 | 86068.134837597 | 15028.865162403 |
61 | 218946 | 184164.988387999 | 34781.0116120011 |
62 | 244052 | 263468.58746077 | -19416.5874607698 |
63 | 341570 | 204540.28885062 | 137029.71114938 |
64 | 103597 | 83152.8096901423 | 20444.1903098578 |
65 | 233328 | 216045.933760191 | 17282.0662398092 |
66 | 256462 | 258116.782954488 | -1654.78295448813 |
67 | 206161 | 178357.071287638 | 27803.9287123622 |
68 | 311473 | 279432.971110649 | 32040.0288893507 |
69 | 235800 | 232959.978435306 | 2840.0215646936 |
70 | 177939 | 159559.151375555 | 18379.8486244448 |
71 | 207176 | 168949.148447722 | 38226.8515522778 |
72 | 196553 | 149557.750623412 | 46995.2493765879 |
73 | 174184 | 162751.758550551 | 11432.241449449 |
74 | 143246 | 180209.179686142 | -36963.1796861424 |
75 | 187559 | 192701.915677739 | -5142.9156777394 |
76 | 187681 | 230694.305318047 | -43013.3053180468 |
77 | 119016 | 220966.608409562 | -101950.608409562 |
78 | 182192 | 200773.697360098 | -18581.6973600977 |
79 | 73566 | 89383.4580283285 | -15817.4580283285 |
80 | 194979 | 189657.313467752 | 5321.68653224779 |
81 | 167488 | 175526.56928286 | -8038.56928285969 |
82 | 143756 | 221904.443110759 | -78148.4431107592 |
83 | 275541 | 241930.940171054 | 33610.0598289464 |
84 | 243199 | 201838.709033561 | 41360.2909664389 |
85 | 182999 | 245021.465489435 | -62022.4654894353 |
86 | 135649 | 205265.458430482 | -69616.4584304818 |
87 | 152299 | 167824.925480458 | -15525.9254804582 |
88 | 120221 | 131290.612263398 | -11069.6122633982 |
89 | 346485 | 258050.836275876 | 88434.1637241241 |
90 | 145790 | 110022.070936101 | 35767.9290638993 |
91 | 193339 | 223875.897229491 | -30536.8972294912 |
92 | 80953 | 106744.944070466 | -25791.9440704661 |
93 | 122774 | 90922.0827709583 | 31851.9172290417 |
94 | 130585 | 179441.823703275 | -48856.8237032746 |
95 | 112611 | 113170.698830995 | -559.698830995172 |
96 | 286468 | 165798.261208632 | 120669.738791368 |
97 | 241066 | 206283.556965831 | 34782.4430341688 |
98 | 148446 | 283701.323334328 | -135255.323334328 |
99 | 204713 | 166991.836674246 | 37721.1633257538 |
100 | 182079 | 254825.884675299 | -72746.8846752992 |
101 | 140344 | 116661.710100966 | 23682.2898990344 |
102 | 220516 | 205248.821130624 | 15267.1788693763 |
103 | 243060 | 175388.409213685 | 67671.5907863155 |
104 | 162765 | 188329.356861898 | -25564.3568618982 |
105 | 182613 | 210237.55867931 | -27624.5586793099 |
106 | 232138 | 281747.776720696 | -49609.7767206964 |
107 | 265318 | 277446.113428534 | -12128.1134285336 |
108 | 85574 | 103682.62133134 | -18108.6213313401 |
109 | 310839 | 268661.6375982 | 42177.3624018005 |
110 | 225060 | 236090.87558099 | -11030.8755809901 |
111 | 232317 | 258234.172522403 | -25917.1725224029 |
112 | 144966 | 130544.740894898 | 14421.2591051023 |
113 | 43287 | 80021.8547928216 | -36734.8547928216 |
114 | 155754 | 150632.933771409 | 5121.06622859136 |
115 | 164709 | 196161.872435091 | -31452.8724350911 |
116 | 201940 | 227577.274417157 | -25637.2744171569 |
117 | 235454 | 278859.933628492 | -43405.9336284923 |
118 | 220801 | 122121.661457957 | 98679.3385420431 |
119 | 99466 | 161126.484811872 | -61660.4848118719 |
120 | 92661 | 104215.75923634 | -11554.7592363396 |
121 | 133328 | 130069.51441082 | 3258.48558918049 |
122 | 61361 | 72052.331222433 | -10691.331222433 |
123 | 125930 | 99686.4560446091 | 26243.5439553909 |
124 | 100750 | 216946.470937562 | -116196.470937562 |
125 | 224549 | 177721.623717815 | 46827.3762821846 |
126 | 82316 | 71534.3774291118 | 10781.6225708882 |
127 | 102010 | 86818.8727277932 | 15191.1272722068 |
128 | 101523 | 144749.343860475 | -43226.3438604754 |
129 | 243511 | 280540.303063343 | -37029.3030633426 |
130 | 22938 | 30694.6752490335 | -7756.67524903353 |
131 | 41566 | 35816.0551899341 | 5749.94481006592 |
132 | 152474 | 218158.648972539 | -65684.648972539 |
133 | 61857 | 70216.1681080095 | -8359.16810800947 |
134 | 99923 | 121891.924756987 | -21968.9247569871 |
135 | 132487 | 175602.362330642 | -43115.3623306417 |
136 | 317394 | 237726.879748216 | 79667.1202517835 |
137 | 21054 | 19618.5059492143 | 1435.4940507857 |
138 | 209641 | 165483.638749335 | 44157.3612506648 |
139 | 22648 | 68455.7692164559 | -45807.7692164559 |
140 | 31414 | 54939.9436774253 | -23525.9436774253 |
141 | 46698 | 57756.8107946374 | -11058.8107946374 |
142 | 131698 | 142318.199566128 | -10620.1995661277 |
143 | 91735 | 60985.6428264418 | 30749.3571735582 |
144 | 244749 | 214976.462965501 | 29772.537034499 |
145 | 184510 | 201355.745257694 | -16845.7452576939 |
146 | 79863 | 98084.3735092627 | -18221.3735092627 |
147 | 128423 | 154213.020019254 | -25790.0200192542 |
148 | 97839 | 122141.536650436 | -24302.536650436 |
149 | 38214 | 50605.204556729 | -12391.204556729 |
150 | 151101 | 163636.827000937 | -12535.8270009367 |
151 | 272458 | 241563.768234621 | 30894.2317653787 |
152 | 172494 | 176859.061838686 | -4365.06183868617 |
153 | 108043 | 104374.440557355 | 3668.55944264497 |
154 | 328107 | 275781.281405026 | 52325.718594974 |
155 | 250579 | 270821.49620301 | -20242.4962030095 |
156 | 351067 | 332180.847666944 | 18886.1523330556 |
157 | 158015 | 164592.672443018 | -6577.67244301767 |
158 | 98866 | 75431.7854867407 | 23434.2145132593 |
159 | 85439 | 122823.992661881 | -37384.992661881 |
160 | 229242 | 177007.790664605 | 52234.2093353953 |
161 | 351619 | 238651.781167086 | 112967.218832914 |
162 | 84207 | 126420.136546783 | -42213.1365467831 |
163 | 120445 | 103871.364505266 | 16573.6354947339 |
164 | 324598 | 261856.667201177 | 62741.3327988234 |
165 | 131069 | 141523.842737004 | -10454.8427370037 |
166 | 204271 | 210690.536828666 | -6419.5368286661 |
167 | 165543 | 171518.106080821 | -5975.10608082076 |
168 | 141722 | 113157.100282119 | 28564.8997178806 |
169 | 116048 | 120322.839878169 | -4274.83987816934 |
170 | 250047 | 125483.266310993 | 124563.733689007 |
171 | 299775 | 211907.420157539 | 87867.5798424608 |
172 | 195838 | 236169.792983501 | -40331.7929835007 |
173 | 173260 | 113224.4921346 | 60035.5078654004 |
174 | 254488 | 261225.483290038 | -6737.48329003838 |
175 | 104389 | 289698.725101563 | -185309.725101563 |
176 | 136084 | 79110.8945018869 | 56973.1054981131 |
177 | 199476 | 222999.243084623 | -23523.2430846228 |
178 | 92499 | 83492.6734370697 | 9006.32656293032 |
179 | 224330 | 283905.075679571 | -59575.0756795712 |
180 | 135781 | 100680.701446983 | 35100.2985530171 |
181 | 74408 | 73757.8373941359 | 650.162605864126 |
182 | 81240 | 128814.471225617 | -47574.4712256171 |
183 | 14688 | 21590.7390024639 | -6902.73900246393 |
184 | 181633 | 146467.018963541 | 35165.9810364594 |
185 | 271856 | 226434.961934658 | 45421.0380653422 |
186 | 7199 | 23363.1901089245 | -16164.1901089245 |
187 | 46660 | 39702.3274659647 | 6957.67253403533 |
188 | 17547 | 17972.8631993798 | -425.863199379754 |
189 | 133368 | 98053.060157763 | 35314.9398422371 |
190 | 95227 | 127206.040525939 | -31979.0405259394 |
191 | 152601 | 138018.420192902 | 14582.5798070984 |
192 | 98146 | 72421.2120073633 | 25724.7879926367 |
193 | 79619 | 90345.6167411224 | -10726.6167411224 |
194 | 59194 | 79670.6074882121 | -20476.6074882121 |
195 | 139942 | 140691.093119173 | -749.093119173334 |
196 | 118612 | 109450.517514454 | 9161.48248554626 |
197 | 72880 | 73668.5135372968 | -788.513537296818 |
198 | 65475 | 82461.4964484811 | -16986.4964484811 |
199 | 99643 | 103712.464835425 | -4069.46483542542 |
200 | 71965 | 95628.8785841665 | -23663.8785841665 |
201 | 77272 | 77684.5223014514 | -412.522301451369 |
202 | 49289 | 78563.3842376623 | -29274.3842376623 |
203 | 135131 | 97913.2765836813 | 37217.7234163187 |
204 | 108446 | 87778.0774025852 | 20667.9225974148 |
205 | 89746 | 88218.894634891 | 1527.10536510905 |
206 | 44296 | 68822.5715644454 | -24526.5715644454 |
207 | 77648 | 86786.7586866375 | -9138.75868663755 |
208 | 181528 | 95331.2568143866 | 86196.7431856134 |
209 | 134019 | 94423.4631837642 | 39595.5368162358 |
210 | 124064 | 111794.463448199 | 12269.536551801 |
211 | 92630 | 66948.6929634632 | 25681.3070365368 |
212 | 121848 | 99002.2041358481 | 22845.7958641519 |
213 | 52915 | 78748.2626667926 | -25833.2626667926 |
214 | 81872 | 90465.9318925833 | -8593.93189258329 |
215 | 58981 | 71811.0830544511 | -12830.0830544511 |
216 | 53515 | 64400.3414535273 | -10885.3414535273 |
217 | 60812 | 76219.7749443468 | -15407.7749443468 |
218 | 56375 | 65032.7299340362 | -8657.72993403617 |
219 | 65490 | 81192.7886062626 | -15702.7886062626 |
220 | 80949 | 62757.9397748767 | 18191.0602251233 |
221 | 76302 | 95286.5976841857 | -18984.5976841858 |
222 | 104011 | 106593.319930985 | -2582.31993098528 |
223 | 98104 | 117745.658436269 | -19641.6584362694 |
224 | 67989 | 85909.245257751 | -17920.245257751 |
225 | 30989 | 52180.514684639 | -21191.514684639 |
226 | 135458 | 92776.5426866449 | 42681.4573133551 |
227 | 73504 | 66924.8624283512 | 6579.13757164879 |
228 | 63123 | 98792.1218606577 | -35669.1218606577 |
229 | 61254 | 85936.8526461153 | -24682.8526461153 |
230 | 74914 | 120820.048946657 | -45906.0489466568 |
231 | 31774 | 46437.0121702815 | -14663.0121702815 |
232 | 81437 | 92911.7310857808 | -11474.7310857808 |
233 | 87186 | 93207.3491716832 | -6021.3491716832 |
234 | 50090 | 71293.8303940987 | -21203.8303940987 |
235 | 65745 | 96329.4321251584 | -30584.4321251584 |
236 | 56653 | 100825.966229258 | -44172.9662292576 |
237 | 158399 | 85596.6951666884 | 72802.3048333116 |
238 | 46455 | 74437.2641139821 | -27982.2641139821 |
239 | 73624 | 86733.0588710137 | -13109.0588710137 |
240 | 38395 | 67698.8869272016 | -29303.8869272017 |
241 | 91899 | 76041.7783859336 | 15857.2216140663 |
242 | 139526 | 102508.17862072 | 37017.8213792803 |
243 | 52164 | 86199.7567179939 | -34035.7567179939 |
244 | 51567 | 74403.9920622179 | -22836.9920622179 |
245 | 70551 | 79212.3716036563 | -8661.37160365628 |
246 | 84856 | 93931.3157573231 | -9075.3157573231 |
247 | 102538 | 116192.297944756 | -13654.2979447556 |
248 | 86678 | 66209.2384436509 | 20468.7615563491 |
249 | 85709 | 70261.2831430473 | 15447.7168569527 |
250 | 34662 | 59849.8286450115 | -25187.8286450115 |
251 | 150580 | 102114.833406994 | 48465.1665930063 |
252 | 99611 | 116223.675487055 | -16612.6754870549 |
253 | 19349 | 32883.2249437577 | -13534.2249437577 |
254 | 99373 | 71239.9415268307 | 28133.0584731692 |
255 | 86230 | 76071.4424561004 | 10158.5575438996 |
256 | 30837 | 31866.2711504593 | -1029.27115045931 |
257 | 31706 | 71877.140010356 | -40171.140010356 |
258 | 89806 | 84750.287933351 | 5055.71206664897 |
259 | 62088 | 63531.3633280564 | -1443.36332805636 |
260 | 40151 | 54040.6291737309 | -13889.6291737309 |
261 | 27634 | 47606.1348722436 | -19972.1348722436 |
262 | 76990 | 102251.41190639 | -25261.4119063899 |
263 | 37460 | 34283.4237368221 | 3176.57626317786 |
264 | 54157 | 90886.8788982363 | -36729.8788982363 |
265 | 49862 | 72916.6783065371 | -23054.6783065371 |
266 | 84337 | 92521.2654991852 | -8184.26549918515 |
267 | 64175 | 97416.9828456223 | -33241.9828456223 |
268 | 59382 | 79297.3352936095 | -19915.3352936095 |
269 | 119308 | 88852.8070636192 | 30455.1929363808 |
270 | 76702 | 110941.620631256 | -34239.620631256 |
271 | 103425 | 77709.3379542287 | 25715.6620457713 |
272 | 70344 | 77069.7901592817 | -6725.79015928166 |
273 | 43410 | 25570.9301802018 | 17839.0698197982 |
274 | 104838 | 107040.873520905 | -2202.87352090527 |
275 | 62215 | 67446.9948789569 | -5231.9948789569 |
276 | 69304 | 103025.94543808 | -33721.9454380796 |
277 | 53117 | 51905.2672133058 | 1211.73278669423 |
278 | 19764 | 31922.1515359274 | -12158.1515359274 |
279 | 86680 | 90476.2064445581 | -3796.20644455809 |
280 | 84105 | 72023.0497491118 | 12081.9502508882 |
281 | 77945 | 90188.1196794111 | -12243.1196794111 |
282 | 89113 | 92715.5868900394 | -3602.5868900394 |
283 | 91005 | 79740.7374477434 | 11264.2625522566 |
284 | 40248 | 33056.5565399883 | 7191.44346001174 |
285 | 64187 | 62251.9704849082 | 1935.02951509179 |
286 | 50857 | 81494.0769520021 | -30637.0769520021 |
287 | 56613 | 56264.9332368748 | 348.066763125204 |
288 | 62792 | 85234.4596692661 | -22442.4596692661 |
289 | 72535 | 70052.6798324632 | 2482.32016753681 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.96332729494955 | 0.0733454101009001 | 0.0366727050504501 |
8 | 0.925727871809311 | 0.148544256381378 | 0.0742721281906888 |
9 | 0.876880421610559 | 0.246239156778881 | 0.123119578389441 |
10 | 0.820044094159407 | 0.359911811681187 | 0.179955905840593 |
11 | 0.738302961645396 | 0.523394076709207 | 0.261697038354604 |
12 | 0.811290514144876 | 0.377418971710249 | 0.188709485855124 |
13 | 0.759471716788673 | 0.481056566422654 | 0.240528283211327 |
14 | 0.686883463346738 | 0.626233073306523 | 0.313116536653262 |
15 | 0.62008166026608 | 0.75983667946784 | 0.37991833973392 |
16 | 0.557409308786963 | 0.885181382426074 | 0.442590691213037 |
17 | 0.497521703884539 | 0.995043407769077 | 0.502478296115461 |
18 | 0.460096826652466 | 0.920193653304932 | 0.539903173347534 |
19 | 0.437614068608545 | 0.875228137217089 | 0.562385931391455 |
20 | 0.61205340677148 | 0.77589318645704 | 0.38794659322852 |
21 | 0.676361164540959 | 0.647277670918082 | 0.323638835459041 |
22 | 0.622430946828339 | 0.755138106343323 | 0.377569053171661 |
23 | 0.970073878614757 | 0.0598522427704856 | 0.0299261213852428 |
24 | 0.958134933026786 | 0.0837301339464286 | 0.0418650669732143 |
25 | 0.971065430022195 | 0.0578691399556103 | 0.0289345699778052 |
26 | 0.990411522405227 | 0.0191769551895454 | 0.00958847759477271 |
27 | 0.986180697408597 | 0.0276386051828055 | 0.0138193025914027 |
28 | 0.982773093547008 | 0.0344538129059835 | 0.0172269064529917 |
29 | 0.976168396919116 | 0.0476632061617688 | 0.0238316030808844 |
30 | 0.967597478279642 | 0.0648050434407168 | 0.0324025217203584 |
31 | 0.957018726924338 | 0.0859625461513239 | 0.0429812730756619 |
32 | 0.944122534432265 | 0.111754931135469 | 0.0558774655677346 |
33 | 0.938701441979525 | 0.122597116040951 | 0.0612985580204755 |
34 | 0.92233835550421 | 0.155323288991579 | 0.0776616444957897 |
35 | 0.91934129616635 | 0.161317407667299 | 0.0806587038336496 |
36 | 0.927275643679066 | 0.145448712641867 | 0.0727243563209337 |
37 | 0.908792220235925 | 0.18241555952815 | 0.0912077797640751 |
38 | 0.904641302717889 | 0.190717394564221 | 0.0953586972821107 |
39 | 0.980530541988644 | 0.0389389160227112 | 0.0194694580113556 |
40 | 0.97752085710278 | 0.0449582857944399 | 0.02247914289722 |
41 | 0.970751423609974 | 0.058497152780052 | 0.029248576390026 |
42 | 0.96222617898865 | 0.0755476420227006 | 0.0377738210113503 |
43 | 0.953563745523804 | 0.0928725089523917 | 0.0464362544761958 |
44 | 0.952889515292472 | 0.0942209694150551 | 0.0471104847075275 |
45 | 0.949344672447809 | 0.101310655104382 | 0.0506553275521909 |
46 | 0.93699707236007 | 0.12600585527986 | 0.0630029276399298 |
47 | 0.929941560503636 | 0.140116878992728 | 0.070058439496364 |
48 | 0.91428769948144 | 0.17142460103712 | 0.0857123005185601 |
49 | 0.897164760772437 | 0.205670478455125 | 0.102835239227563 |
50 | 0.879705579376648 | 0.240588841246704 | 0.120294420623352 |
51 | 0.994034065223508 | 0.0119318695529846 | 0.00596593477649228 |
52 | 0.992149289796691 | 0.0157014204066179 | 0.00785071020330896 |
53 | 0.991606822889513 | 0.0167863542209734 | 0.00839317711048669 |
54 | 0.988950294642625 | 0.0220994107147507 | 0.0110497053573754 |
55 | 0.990223577322404 | 0.0195528453551914 | 0.0097764226775957 |
56 | 0.987763805184033 | 0.0244723896319333 | 0.0122361948159666 |
57 | 0.984980607302448 | 0.0300387853951036 | 0.0150193926975518 |
58 | 0.99644266806446 | 0.00711466387107964 | 0.00355733193553982 |
59 | 0.995411478108432 | 0.00917704378313604 | 0.00458852189156802 |
60 | 0.993969157052586 | 0.0120616858948284 | 0.00603084294741422 |
61 | 0.992877557322593 | 0.014244885354814 | 0.007122442677407 |
62 | 0.991419022799988 | 0.0171619544000246 | 0.0085809772000123 |
63 | 0.998455853822371 | 0.00308829235525803 | 0.00154414617762901 |
64 | 0.997985851543075 | 0.00402829691384956 | 0.00201414845692478 |
65 | 0.997425915305296 | 0.00514816938940895 | 0.00257408469470448 |
66 | 0.996841208307128 | 0.00631758338574341 | 0.0031587916928717 |
67 | 0.996079641144077 | 0.00784071771184604 | 0.00392035885592302 |
68 | 0.995293569280023 | 0.00941286143995376 | 0.00470643071997688 |
69 | 0.994984982662894 | 0.0100300346742121 | 0.00501501733710606 |
70 | 0.993976740288223 | 0.0120465194235535 | 0.00602325971177673 |
71 | 0.993548327022061 | 0.0129033459558783 | 0.00645167297793916 |
72 | 0.993662121002168 | 0.0126757579956632 | 0.00633787899783158 |
73 | 0.991879930309274 | 0.0162401393814512 | 0.00812006969072562 |
74 | 0.992283882893693 | 0.0154322342126135 | 0.00771611710630676 |
75 | 0.990085033697634 | 0.0198299326047324 | 0.00991496630236622 |
76 | 0.992004370122013 | 0.0159912597559749 | 0.00799562987798743 |
77 | 0.998373417639351 | 0.00325316472129892 | 0.00162658236064946 |
78 | 0.997905261392733 | 0.00418947721453457 | 0.00209473860726728 |
79 | 0.997295805745332 | 0.00540838850933671 | 0.00270419425466836 |
80 | 0.996446047716362 | 0.00710790456727601 | 0.00355395228363801 |
81 | 0.995468600089373 | 0.00906279982125423 | 0.00453139991062711 |
82 | 0.997526565124683 | 0.00494686975063427 | 0.00247343487531714 |
83 | 0.997192483511405 | 0.00561503297719042 | 0.00280751648859521 |
84 | 0.996993723347741 | 0.00601255330451788 | 0.00300627665225894 |
85 | 0.998225801559782 | 0.0035483968804362 | 0.0017741984402181 |
86 | 0.998945129534412 | 0.00210974093117706 | 0.00105487046558853 |
87 | 0.998628335875753 | 0.00274332824849483 | 0.00137166412424741 |
88 | 0.998216268017769 | 0.00356746396446156 | 0.00178373198223078 |
89 | 0.999281727726059 | 0.00143654454788273 | 0.000718272273941367 |
90 | 0.999210248386982 | 0.00157950322603578 | 0.000789751613017892 |
91 | 0.999092634351992 | 0.00181473129601527 | 0.000907365648007635 |
92 | 0.998959375145095 | 0.00208124970980947 | 0.00104062485490474 |
93 | 0.998809535827141 | 0.00238092834571889 | 0.00119046417285944 |
94 | 0.998919308497915 | 0.00216138300417036 | 0.00108069150208518 |
95 | 0.99855678360924 | 0.00288643278151934 | 0.00144321639075967 |
96 | 0.999821147774053 | 0.000357704451894512 | 0.000178852225947256 |
97 | 0.999804653730883 | 0.000390692538233241 | 0.00019534626911662 |
98 | 0.999991755547706 | 1.6488904587919e-05 | 8.24445229395948e-06 |
99 | 0.999991073665973 | 1.78526680532177e-05 | 8.92633402660884e-06 |
100 | 0.999995557894823 | 8.88421035309541e-06 | 4.4421051765477e-06 |
101 | 0.99999407854805 | 1.18429038993933e-05 | 5.92145194969667e-06 |
102 | 0.999991738393864 | 1.65232122713523e-05 | 8.26160613567613e-06 |
103 | 0.999995378515902 | 9.24296819576573e-06 | 4.62148409788287e-06 |
104 | 0.999994122620027 | 1.17547599455421e-05 | 5.87737997277106e-06 |
105 | 0.99999264598155 | 1.47080368996064e-05 | 7.35401844980321e-06 |
106 | 0.999993355258194 | 1.32894836114861e-05 | 6.64474180574303e-06 |
107 | 0.999990381191708 | 1.92376165839932e-05 | 9.61880829199659e-06 |
108 | 0.999987101634797 | 2.57967304050393e-05 | 1.28983652025196e-05 |
109 | 0.999987222339456 | 2.55553210875035e-05 | 1.27776605437517e-05 |
110 | 0.999981737756523 | 3.65244869549497e-05 | 1.82622434774748e-05 |
111 | 0.999976484579966 | 4.7030840068385e-05 | 2.35154200341925e-05 |
112 | 0.999967717555072 | 6.45648898569748e-05 | 3.22824449284874e-05 |
113 | 0.99996598014679 | 6.80397064192078e-05 | 3.40198532096039e-05 |
114 | 0.9999517258777 | 9.65482446005548e-05 | 4.82741223002774e-05 |
115 | 0.9999429376876 | 0.000114124624800138 | 5.70623124000689e-05 |
116 | 0.999928064906997 | 0.00014387018600647 | 7.19350930032348e-05 |
117 | 0.999927655066204 | 0.000144689867591688 | 7.2344933795844e-05 |
118 | 0.99998433668624 | 3.13266275206973e-05 | 1.56633137603486e-05 |
119 | 0.999990746375602 | 1.85072487967977e-05 | 9.25362439839886e-06 |
120 | 0.999987065274005 | 2.58694519900409e-05 | 1.29347259950204e-05 |
121 | 0.99998133774869 | 3.7324502620385e-05 | 1.86622513101925e-05 |
122 | 0.999974189349229 | 5.16213015422913e-05 | 2.58106507711456e-05 |
123 | 0.999967529246493 | 6.49415070134378e-05 | 3.24707535067189e-05 |
124 | 0.999998117910795 | 3.76417840935437e-06 | 1.88208920467719e-06 |
125 | 0.999998164469263 | 3.6710614737023e-06 | 1.83553073685115e-06 |
126 | 0.999997298301266 | 5.40339746756391e-06 | 2.70169873378195e-06 |
127 | 0.99999608956325 | 7.82087349974056e-06 | 3.91043674987028e-06 |
128 | 0.999996371556565 | 7.2568868698501e-06 | 3.62844343492505e-06 |
129 | 0.999995935919721 | 8.12816055879389e-06 | 4.06408027939695e-06 |
130 | 0.999994197386684 | 1.16052266316975e-05 | 5.80261331584876e-06 |
131 | 0.999991540361923 | 1.69192761547586e-05 | 8.45963807737932e-06 |
132 | 0.999995314169383 | 9.37166123299e-06 | 4.685830616495e-06 |
133 | 0.999993270551095 | 1.34588978096956e-05 | 6.72944890484781e-06 |
134 | 0.999991093830726 | 1.7812338546963e-05 | 8.90616927348151e-06 |
135 | 0.99999101060204 | 1.79787959201393e-05 | 8.98939796006967e-06 |
136 | 0.999996682169404 | 6.63566119268661e-06 | 3.31783059634331e-06 |
137 | 0.9999950859289 | 9.82814220015187e-06 | 4.91407110007593e-06 |
138 | 0.999995094497695 | 9.81100461036743e-06 | 4.90550230518372e-06 |
139 | 0.999995791783407 | 8.41643318514027e-06 | 4.20821659257014e-06 |
140 | 0.999994604418985 | 1.07911620300443e-05 | 5.39558101502213e-06 |
141 | 0.999992268918529 | 1.54621629418744e-05 | 7.73108147093719e-06 |
142 | 0.999989065750155 | 2.18684996903979e-05 | 1.09342498451989e-05 |
143 | 0.999987425786094 | 2.51484278127344e-05 | 1.25742139063672e-05 |
144 | 0.999985189119383 | 2.96217612342497e-05 | 1.48108806171249e-05 |
145 | 0.999979875064752 | 4.02498704956065e-05 | 2.01249352478032e-05 |
146 | 0.999972780489181 | 5.44390216374491e-05 | 2.72195108187246e-05 |
147 | 0.999966348573307 | 6.73028533863127e-05 | 3.36514266931564e-05 |
148 | 0.999960295491177 | 7.94090176449523e-05 | 3.97045088224761e-05 |
149 | 0.999945343387865 | 0.000109313224269597 | 5.46566121347983e-05 |
150 | 0.999925552577454 | 0.000148894845092138 | 7.44474225460689e-05 |
151 | 0.999916481568968 | 0.000167036862064396 | 8.35184310321978e-05 |
152 | 0.999882945271763 | 0.000234109456474791 | 0.000117054728237395 |
153 | 0.999837173781897 | 0.00032565243620592 | 0.00016282621810296 |
154 | 0.999880847952443 | 0.000238304095114257 | 0.000119152047557129 |
155 | 0.999841733369877 | 0.000316533260245315 | 0.000158266630122657 |
156 | 0.999789489264169 | 0.000421021471661855 | 0.000210510735830928 |
157 | 0.999711123968605 | 0.000577752062790143 | 0.000288876031395072 |
158 | 0.999644014062224 | 0.00071197187555293 | 0.000355985937776465 |
159 | 0.999627008982127 | 0.000745982035745947 | 0.000372991017872973 |
160 | 0.999688648074889 | 0.000622703850222642 | 0.000311351925111321 |
161 | 0.99997711697508 | 4.5766049840453e-05 | 2.28830249202265e-05 |
162 | 0.999981796052332 | 3.64078953356399e-05 | 1.82039476678199e-05 |
163 | 0.999974875441656 | 5.02491166879775e-05 | 2.51245583439887e-05 |
164 | 0.999989051524641 | 2.18969507186559e-05 | 1.09484753593279e-05 |
165 | 0.999984032255359 | 3.19354892823138e-05 | 1.59677446411569e-05 |
166 | 0.999977602477469 | 4.4795045061725e-05 | 2.23975225308625e-05 |
167 | 0.999968393233975 | 6.3213532049293e-05 | 3.16067660246465e-05 |
168 | 0.999961150670047 | 7.76986599058061e-05 | 3.8849329952903e-05 |
169 | 0.999944501382952 | 0.000110997234096528 | 5.54986170482641e-05 |
170 | 0.999998746516347 | 2.50696730513774e-06 | 1.25348365256887e-06 |
171 | 0.999999952699379 | 9.46012411881957e-08 | 4.73006205940978e-08 |
172 | 0.999999933446322 | 1.33107356021673e-07 | 6.65536780108367e-08 |
173 | 0.9999999782685 | 4.3463000738633e-08 | 2.17315003693165e-08 |
174 | 0.999999975456632 | 4.90867365563389e-08 | 2.45433682781694e-08 |
175 | 0.999999999999582 | 8.36773942978008e-13 | 4.18386971489004e-13 |
176 | 0.999999999999888 | 2.23706231533717e-13 | 1.11853115766859e-13 |
177 | 0.99999999999981 | 3.80487893368631e-13 | 1.90243946684315e-13 |
178 | 0.999999999999653 | 6.93434897732659e-13 | 3.4671744886633e-13 |
179 | 0.999999999999938 | 1.23982529073909e-13 | 6.19912645369547e-14 |
180 | 0.999999999999943 | 1.14111334689007e-13 | 5.70556673445036e-14 |
181 | 0.999999999999883 | 2.33070753030257e-13 | 1.16535376515128e-13 |
182 | 0.999999999999955 | 8.93727754700695e-14 | 4.46863877350347e-14 |
183 | 0.999999999999909 | 1.81294913253834e-13 | 9.06474566269169e-14 |
184 | 0.999999999999912 | 1.75091147568104e-13 | 8.75455737840522e-14 |
185 | 0.999999999999962 | 7.55964968191921e-14 | 3.7798248409596e-14 |
186 | 0.999999999999937 | 1.25809070121539e-13 | 6.29045350607695e-14 |
187 | 0.999999999999874 | 2.52953951056958e-13 | 1.26476975528479e-13 |
188 | 0.99999999999974 | 5.19572724299373e-13 | 2.59786362149687e-13 |
189 | 0.999999999999802 | 3.95938097861318e-13 | 1.97969048930659e-13 |
190 | 0.999999999999691 | 6.1749878527936e-13 | 3.0874939263968e-13 |
191 | 0.999999999999469 | 1.06210464999024e-12 | 5.3105232499512e-13 |
192 | 0.999999999999399 | 1.20149890916272e-12 | 6.00749454581358e-13 |
193 | 0.999999999998822 | 2.35553146303364e-12 | 1.17776573151682e-12 |
194 | 0.99999999999792 | 4.16058744647731e-12 | 2.08029372323866e-12 |
195 | 0.999999999995811 | 8.37863237131535e-12 | 4.18931618565767e-12 |
196 | 0.999999999992458 | 1.50832024502687e-11 | 7.54160122513436e-12 |
197 | 0.999999999985249 | 2.95023379693936e-11 | 1.47511689846968e-11 |
198 | 0.999999999978721 | 4.25583502095454e-11 | 2.12791751047727e-11 |
199 | 0.999999999958408 | 8.31843424704397e-11 | 4.15921712352199e-11 |
200 | 0.999999999941969 | 1.16062847760138e-10 | 5.80314238800692e-11 |
201 | 0.999999999887596 | 2.24808516423651e-10 | 1.12404258211826e-10 |
202 | 0.99999999982337 | 3.532602669649e-10 | 1.7663013348245e-10 |
203 | 0.999999999876256 | 2.47487923997679e-10 | 1.2374396199884e-10 |
204 | 0.99999999981714 | 3.65720605143025e-10 | 1.82860302571513e-10 |
205 | 0.99999999966026 | 6.79480524527535e-10 | 3.39740262263768e-10 |
206 | 0.999999999474381 | 1.05123867886282e-09 | 5.25619339431412e-10 |
207 | 0.999999999001346 | 1.99730847431772e-09 | 9.98654237158862e-10 |
208 | 0.999999999990828 | 1.83433221428792e-11 | 9.17166107143962e-12 |
209 | 0.999999999996562 | 6.87556276302458e-12 | 3.43778138151229e-12 |
210 | 0.999999999995934 | 8.13095510434563e-12 | 4.06547755217282e-12 |
211 | 0.999999999995905 | 8.19054473463582e-12 | 4.09527236731791e-12 |
212 | 0.999999999996588 | 6.8231096204718e-12 | 3.4115548102359e-12 |
213 | 0.999999999994511 | 1.09784837330751e-11 | 5.48924186653756e-12 |
214 | 0.999999999988322 | 2.33551285765462e-11 | 1.16775642882731e-11 |
215 | 0.999999999979166 | 4.16689672331889e-11 | 2.08344836165945e-11 |
216 | 0.999999999957915 | 8.41690817494393e-11 | 4.20845408747197e-11 |
217 | 0.999999999916202 | 1.67595897969534e-10 | 8.37979489847668e-11 |
218 | 0.999999999840818 | 3.18363598695478e-10 | 1.59181799347739e-10 |
219 | 0.999999999682761 | 6.34477818980884e-10 | 3.17238909490442e-10 |
220 | 0.999999999526344 | 9.47312388453012e-10 | 4.73656194226506e-10 |
221 | 0.999999999099138 | 1.80172313992786e-09 | 9.00861569963929e-10 |
222 | 0.99999999816666 | 3.66668044327171e-09 | 1.83334022163585e-09 |
223 | 0.999999996412526 | 7.17494793304286e-09 | 3.58747396652143e-09 |
224 | 0.999999993568176 | 1.28636474756275e-08 | 6.43182373781375e-09 |
225 | 0.999999990001158 | 1.99976846382303e-08 | 9.99884231911516e-09 |
226 | 0.999999998656914 | 2.68617188688919e-09 | 1.34308594344459e-09 |
227 | 0.999999997494944 | 5.01011209389981e-09 | 2.5050560469499e-09 |
228 | 0.999999996799596 | 6.40080801249479e-09 | 3.2004040062474e-09 |
229 | 0.999999993786282 | 1.24274356725926e-08 | 6.21371783629628e-09 |
230 | 0.999999997112846 | 5.77430832739599e-09 | 2.887154163698e-09 |
231 | 0.999999995432493 | 9.1350143251171e-09 | 4.56750716255855e-09 |
232 | 0.999999990676378 | 1.86472439448051e-08 | 9.32362197240257e-09 |
233 | 0.999999981043051 | 3.7913898544012e-08 | 1.8956949272006e-08 |
234 | 0.999999971949408 | 5.61011837478658e-08 | 2.80505918739329e-08 |
235 | 0.999999971402625 | 5.71947503413068e-08 | 2.85973751706534e-08 |
236 | 0.999999972456891 | 5.50862175939619e-08 | 2.7543108796981e-08 |
237 | 0.999999999579624 | 8.40751730668558e-10 | 4.20375865334279e-10 |
238 | 0.999999999387312 | 1.22537528053987e-09 | 6.12687640269933e-10 |
239 | 0.999999998591493 | 2.8170134322873e-09 | 1.40850671614365e-09 |
240 | 0.999999998608623 | 2.782753161151e-09 | 1.3913765805755e-09 |
241 | 0.99999999741062 | 5.17876074883336e-09 | 2.58938037441668e-09 |
242 | 0.999999998852947 | 2.29410678052001e-09 | 1.14705339026e-09 |
243 | 0.999999998512574 | 2.97485137363838e-09 | 1.48742568681919e-09 |
244 | 0.999999997628054 | 4.7438915244358e-09 | 2.3719457622179e-09 |
245 | 0.99999999442009 | 1.11598203837648e-08 | 5.57991019188241e-09 |
246 | 0.999999986880264 | 2.62394712269778e-08 | 1.31197356134889e-08 |
247 | 0.999999971494169 | 5.70116625643646e-08 | 2.85058312821823e-08 |
248 | 0.999999952648004 | 9.47039918933168e-08 | 4.73519959466584e-08 |
249 | 0.999999936234707 | 1.27530586239869e-07 | 6.37652931199346e-08 |
250 | 0.999999892783967 | 2.14432065925707e-07 | 1.07216032962853e-07 |
251 | 0.999999992794746 | 1.44105074236417e-08 | 7.20525371182085e-09 |
252 | 0.99999998164437 | 3.67112590627185e-08 | 1.83556295313592e-08 |
253 | 0.999999960944176 | 7.81116483696221e-08 | 3.9055824184811e-08 |
254 | 0.999999972081039 | 5.58379220528992e-08 | 2.79189610264496e-08 |
255 | 0.999999953876759 | 9.22464812263181e-08 | 4.6123240613159e-08 |
256 | 0.999999882981125 | 2.34037750585358e-07 | 1.17018875292679e-07 |
257 | 0.999999937525685 | 1.2494863068825e-07 | 6.2474315344125e-08 |
258 | 0.999999883903858 | 2.32192283868292e-07 | 1.16096141934146e-07 |
259 | 0.999999700610315 | 5.98779370469481e-07 | 2.99389685234741e-07 |
260 | 0.999999377331486 | 1.24533702878462e-06 | 6.22668514392311e-07 |
261 | 0.999999160706574 | 1.67858685278741e-06 | 8.39293426393704e-07 |
262 | 0.999998025349229 | 3.94930154139544e-06 | 1.97465077069772e-06 |
263 | 0.999995095874726 | 9.80825054891039e-06 | 4.90412527445519e-06 |
264 | 0.999994806813965 | 1.03863720697107e-05 | 5.19318603485534e-06 |
265 | 0.999991772223722 | 1.6455552556011e-05 | 8.22777627800549e-06 |
266 | 0.999979130279724 | 4.17394405512385e-05 | 2.08697202756193e-05 |
267 | 0.999973344934372 | 5.33101312561049e-05 | 2.66550656280524e-05 |
268 | 0.999950581283032 | 9.88374339349817e-05 | 4.94187169674909e-05 |
269 | 0.999986916037067 | 2.61679258662609e-05 | 1.30839629331304e-05 |
270 | 0.99998115205841 | 3.76958831793098e-05 | 1.88479415896549e-05 |
271 | 0.999994407664468 | 1.11846710640389e-05 | 5.59233553201946e-06 |
272 | 0.999981046938862 | 3.79061222754834e-05 | 1.89530611377417e-05 |
273 | 0.999948267310079 | 0.000103465379841313 | 5.17326899206563e-05 |
274 | 0.999881597817808 | 0.000236804364383988 | 0.000118402182191994 |
275 | 0.999625034254246 | 0.00074993149150896 | 0.00037496574575448 |
276 | 0.999530612792153 | 0.000938774415694408 | 0.000469387207847204 |
277 | 0.998553071588648 | 0.00289385682270446 | 0.00144692841135223 |
278 | 0.998387799547294 | 0.00322440090541257 | 0.00161220045270628 |
279 | 0.99461132579882 | 0.0107773484023595 | 0.00538867420117975 |
280 | 0.993298898635495 | 0.0134022027290102 | 0.0067011013645051 |
281 | 0.976970396973371 | 0.046059206053259 | 0.0230296030266295 |
282 | 0.937095758409343 | 0.125808483181313 | 0.0629042415906566 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 210 | 0.760869565217391 | NOK |
5% type I error level | 237 | 0.858695652173913 | NOK |
10% type I error level | 247 | 0.894927536231884 | NOK |