Multiple Linear Regression - Estimated Regression Equation |
time[t] = -12696.811134657 + 14.2274210736823pageview[t] + 275.799144009378login[t] + 129.55546750289compendiuminfo[t] -85.7651792297926compendiumpr[t] -547.184062276974shared[t] + 457.534997658125blogged[t] + 1464.45057348507reviewed[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) | -12696.811134657 | 4476.166613 | -2.8365 | 0.004892 | 0.002446 |
pageview | 14.2274210736823 | 10.501419 | 1.3548 | 0.176567 | 0.088283 |
login | 275.799144009378 | 78.59437 | 3.5091 | 0.000523 | 0.000262 |
compendiuminfo | 129.55546750289 | 22.227682 | 5.8286 | 0 | 0 |
compendiumpr | -85.7651792297926 | 42.253933 | -2.0298 | 0.043323 | 0.021662 |
shared | -547.184062276974 | 680.535874 | -0.804 | 0.422048 | 0.211024 |
blogged | 457.534997658125 | 89.533361 | 5.1102 | 1e-06 | 0 |
reviewed | 1464.45057348507 | 264.200527 | 5.543 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.94029497630342 |
R-squared | 0.884154642461449 |
Adjusted R-squared | 0.881268815049457 |
F-TEST (value) | 306.378211942698 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28372.0116219539 |
Sum Squared Residuals | 226196863216.836 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 145716.639458594 | 65190.3605414061 |
2 | 120982 | 114225.368506263 | 6756.63149373703 |
3 | 176508 | 168632.557161806 | 7875.44283819442 |
4 | 179321 | 249563.689752862 | -70242.6897528617 |
5 | 123185 | 96793.3735093371 | 26391.6264906629 |
6 | 52746 | 52572.7463678841 | 173.253632115881 |
7 | 385534 | 347154.11797286 | 38379.88202714 |
8 | 33170 | 34711.4700679414 | -1541.47006794138 |
9 | 101645 | 87415.0197906118 | 14229.9802093882 |
10 | 149061 | 156302.043112651 | -7241.04311265051 |
11 | 165446 | 146373.227396097 | 19072.7726039028 |
12 | 237213 | 205416.547297261 | 31796.452702739 |
13 | 173326 | 188837.85324591 | -15511.8532459102 |
14 | 133131 | 145797.990704663 | -12666.9907046633 |
15 | 258873 | 246595.870870902 | 12277.1291290984 |
16 | 180083 | 161711.905877947 | 18371.0941220525 |
17 | 324799 | 405167.984162652 | -80368.9841626518 |
18 | 230964 | 190205.917971003 | 40758.0820289975 |
19 | 236785 | 235360.398511671 | 1424.60148832947 |
20 | 135473 | 131685.164253444 | 3787.83574655553 |
21 | 202925 | 202093.682238821 | 831.317761179074 |
22 | 215147 | 205171.393377767 | 9975.60662223251 |
23 | 344297 | 237261.245459688 | 107035.754540312 |
24 | 153935 | 117274.334265475 | 36660.6657345252 |
25 | 132943 | 156762.471839993 | -23819.4718399931 |
26 | 174724 | 268099.080736728 | -93375.0807367282 |
27 | 174415 | 222598.122096895 | -48183.1220968949 |
28 | 225548 | 239994.467131619 | -14446.4671316192 |
29 | 223632 | 189111.251284863 | 34520.7487151371 |
30 | 124817 | 130824.318777561 | -6007.31877756099 |
31 | 221698 | 200657.200061895 | 21040.799938105 |
32 | 210767 | 200292.353925877 | 10474.6460741225 |
33 | 170266 | 169368.878433763 | 897.121566237473 |
34 | 260561 | 224054.409461474 | 36506.5905385262 |
35 | 84853 | 97837.994508728 | -12984.994508728 |
36 | 294424 | 263072.983164916 | 31351.0168350841 |
37 | 101011 | 68556.6281340604 | 32454.3718659396 |
38 | 215641 | 206997.124608475 | 8643.87539152457 |
39 | 325107 | 259538.36104866 | 65568.6389513401 |
40 | 7176 | 3621.19217917984 | 3554.80782082016 |
41 | 167542 | 154362.125803677 | 13179.8741963235 |
42 | 106408 | 73877.5971189897 | 32530.4028810103 |
43 | 96560 | 131988.511479366 | -35428.511479366 |
44 | 265769 | 270138.573689732 | -4369.57368973232 |
45 | 269651 | 293572.011241964 | -23921.011241964 |
46 | 149112 | 159176.221397709 | -10064.2213977095 |
47 | 175824 | 219343.296601693 | -43519.2966016926 |
48 | 152871 | 150816.208619349 | 2054.79138065121 |
49 | 111665 | 110179.550534762 | 1485.44946523759 |
50 | 116408 | 218526.63725378 | -102118.63725378 |
51 | 362301 | 315385.714401762 | 46915.2855982383 |
52 | 78800 | 95944.2612584531 | -17144.2612584531 |
53 | 183167 | 196807.491078625 | -13640.4910786247 |
54 | 277965 | 308716.260282141 | -30751.2602821407 |
55 | 150629 | 200625.44131382 | -49996.4413138202 |
56 | 168809 | 157556.825329469 | 11252.1746705306 |
57 | 24188 | 37025.0397803539 | -12837.0397803539 |
58 | 329267 | 272561.960972365 | 56705.0390276354 |
59 | 65029 | 67044.9760039003 | -2015.97600390032 |
60 | 101097 | 106873.795420419 | -5776.79542041871 |
61 | 218946 | 211357.725309602 | 7588.27469039826 |
62 | 244052 | 213176.397642877 | 30875.6023571232 |
63 | 341570 | 322610.237556363 | 18959.7624436375 |
64 | 103597 | 93661.9346963635 | 9935.06530363654 |
65 | 233328 | 235131.269894794 | -1803.26989479406 |
66 | 256462 | 250447.788579067 | 6014.21142093253 |
67 | 206161 | 181470.367125369 | 24690.6328746308 |
68 | 311473 | 306765.983790212 | 4707.01620978753 |
69 | 235800 | 234201.421392537 | 1598.57860746349 |
70 | 177939 | 218831.222036112 | -40892.2220361121 |
71 | 207176 | 191371.276029959 | 15804.7239700413 |
72 | 196553 | 141478.332913172 | 55074.6670868278 |
73 | 174184 | 136266.614803851 | 37917.3851961488 |
74 | 143246 | 160965.412034034 | -17719.4120340337 |
75 | 187559 | 221987.893256377 | -34428.8932563768 |
76 | 187681 | 206197.841856636 | -18516.8418566363 |
77 | 119016 | 160187.053902536 | -41171.0539025358 |
78 | 182192 | 197103.02016197 | -14911.0201619698 |
79 | 73566 | 95832.8902560656 | -22266.8902560656 |
80 | 194979 | 184881.741862331 | 10097.2581376693 |
81 | 167488 | 164746.300467175 | 2741.69953282527 |
82 | 143756 | 175264.972490153 | -31508.9724901532 |
83 | 275541 | 229897.00714209 | 45643.99285791 |
84 | 243199 | 208302.418574648 | 34896.5814253519 |
85 | 182999 | 165215.378980993 | 17783.6210190065 |
86 | 135649 | 163111.094704336 | -27462.094704336 |
87 | 152299 | 162985.599959855 | -10686.5999598549 |
88 | 120221 | 137811.375225256 | -17590.3752252564 |
89 | 346485 | 284483.162435647 | 62001.8375643532 |
90 | 145790 | 151320.823113404 | -5530.82311340389 |
91 | 193339 | 184332.633021488 | 9006.36697851227 |
92 | 80953 | 94667.8620154491 | -13714.8620154491 |
93 | 122774 | 147593.936868401 | -24819.9368684005 |
94 | 130585 | 119222.112031478 | 11362.8879685221 |
95 | 112611 | 91319.8781661871 | 21291.1218338129 |
96 | 286468 | 265746.027044261 | 20721.972955739 |
97 | 241066 | 224515.700638393 | 16550.2993616069 |
98 | 148446 | 275887.356084021 | -127441.356084021 |
99 | 204713 | 192045.86024835 | 12667.1397516504 |
100 | 182079 | 192708.355183805 | -10629.3551838048 |
101 | 140344 | 125779.474380859 | 14564.5256191413 |
102 | 220516 | 240814.693309781 | -20298.693309781 |
103 | 243060 | 191834.977914771 | 51225.0220852295 |
104 | 162765 | 145349.231322224 | 17415.7686777764 |
105 | 182613 | 151214.312509655 | 31398.6874903452 |
106 | 232138 | 209588.900568817 | 22549.0994311831 |
107 | 265318 | 291987.792261749 | -26669.7922617485 |
108 | 85574 | 102100.631271448 | -16526.6312714482 |
109 | 310839 | 285749.443678596 | 25089.5563214039 |
110 | 225060 | 221783.955407973 | 3276.0445920269 |
111 | 232317 | 216850.443276345 | 15466.5567236549 |
112 | 144966 | 165705.384938911 | -20739.3849389106 |
113 | 43287 | 55350.0313232324 | -12063.0313232324 |
114 | 155754 | 161654.889475243 | -5900.88947524325 |
115 | 164709 | 191564.320517055 | -26855.3205170552 |
116 | 201940 | 230456.548659969 | -28516.5486599686 |
117 | 235454 | 256036.822377124 | -20582.8223771243 |
118 | 220801 | 171941.97421414 | 48859.0257858602 |
119 | 99466 | 92645.4121017299 | 6820.5878982701 |
120 | 92661 | 123805.82040427 | -31144.8204042698 |
121 | 133328 | 138784.330028879 | -5456.33002887874 |
122 | 61361 | 109737.245974895 | -48376.2459748948 |
123 | 125930 | 149908.939228158 | -23978.939228158 |
124 | 100750 | 154277.783904862 | -53527.7839048618 |
125 | 224549 | 145154.213357552 | 79394.7866424477 |
126 | 82316 | 61628.7185160014 | 20687.2814839986 |
127 | 102010 | 90124.1501340644 | 11885.8498659356 |
128 | 101523 | 110617.884107411 | -9094.88410741065 |
129 | 243511 | 229449.323686457 | 14061.6763135431 |
130 | 22938 | 21758.627873006 | 1179.37212699396 |
131 | 41566 | 44293.4257232347 | -2727.42572323471 |
132 | 152474 | 194320.343836323 | -41846.343836323 |
133 | 61857 | 48912.7459198038 | 12944.2540801962 |
134 | 99923 | 160605.577536384 | -60682.5775363836 |
135 | 132487 | 148463.439615438 | -15976.4396154384 |
136 | 317394 | 264792.45848186 | 52601.54151814 |
137 | 21054 | 17795.6950126029 | 3258.30498739705 |
138 | 209641 | 171325.79900074 | 38315.2009992598 |
139 | 22648 | 45957.1892288285 | -23309.1892288285 |
140 | 31414 | 42906.9787668539 | -11492.9787668539 |
141 | 46698 | 69035.8514499796 | -22337.8514499796 |
142 | 131698 | 143155.992493183 | -11457.9924931835 |
143 | 91735 | 82114.1814648111 | 9620.81853518892 |
144 | 244749 | 256516.132458748 | -11767.1324587478 |
145 | 184510 | 172121.934814985 | 12388.0651850154 |
146 | 79863 | 109069.347882315 | -29206.3478823146 |
147 | 128423 | 128169.784831048 | 253.215168951675 |
148 | 97839 | 109887.674521144 | -12048.6745211445 |
149 | 38214 | 55095.2191927724 | -16881.2191927724 |
150 | 151101 | 147196.173387125 | 3904.82661287523 |
151 | 272458 | 242661.623872255 | 29796.3761277445 |
152 | 172494 | 147406.681257498 | 25087.3187425017 |
153 | 108043 | 123049.757659439 | -15006.7576594394 |
154 | 328107 | 314830.817464052 | 13276.1825359476 |
155 | 250579 | 233958.182953807 | 16620.8170461932 |
156 | 351067 | 306077.221921165 | 44989.7780788352 |
157 | 158015 | 130341.352429275 | 27673.6475707246 |
158 | 98866 | 77251.2676988504 | 21614.7323011496 |
159 | 85439 | 107308.222065865 | -21869.2220658651 |
160 | 229242 | 240733.094477284 | -11491.0944772845 |
161 | 351619 | 330033.683450574 | 21585.3165494257 |
162 | 84207 | 94207.6156868492 | -10000.6156868492 |
163 | 120445 | 132941.968355587 | -12496.9683555867 |
164 | 324598 | 340581.663279607 | -15983.6632796066 |
165 | 131069 | 164111.179171998 | -33042.1791719978 |
166 | 204271 | 168421.356696798 | 35849.6433032023 |
167 | 165543 | 172165.91723581 | -6622.91723581037 |
168 | 141722 | 130228.900123408 | 11493.0998765917 |
169 | 116048 | 96517.5602305783 | 19530.4397694217 |
170 | 250047 | 161530.206693783 | 88516.7933062175 |
171 | 299775 | 312086.520680811 | -12311.5206808115 |
172 | 195838 | 193547.122661836 | 2290.87733816366 |
173 | 173260 | 171090.584683783 | 2169.41531621715 |
174 | 254488 | 242123.922065767 | 12364.077934233 |
175 | 104389 | 189762.327185707 | -85373.3271857073 |
176 | 136084 | 130419.02993848 | 5664.97006151991 |
177 | 199476 | 231099.337027817 | -31623.3370278171 |
178 | 92499 | 84039.3773069599 | 8459.62269304014 |
179 | 224330 | 228558.247646792 | -4228.24764679228 |
180 | 135781 | 101383.693019116 | 34397.3069808844 |
181 | 74408 | 97101.6683079473 | -22693.6683079473 |
182 | 81240 | 137193.112640552 | -55953.1126405521 |
183 | 14688 | 5848.61119606715 | 8839.38880393285 |
184 | 181633 | 163309.085650737 | 18323.9143492633 |
185 | 271856 | 252726.78230016 | 19129.2176998403 |
186 | 7199 | 3620.37474633665 | 3578.62525366335 |
187 | 46660 | 45330.1520024188 | 1329.84799758125 |
188 | 17547 | 834.73325027417 | 16712.2667497258 |
189 | 133368 | 125044.376651918 | 8323.62334808201 |
190 | 95227 | 97838.0783898908 | -2611.07838989084 |
191 | 152601 | 128050.092598261 | 24550.9074017389 |
192 | 98146 | 100870.001945169 | -2724.00194516891 |
193 | 79619 | 97164.4615367616 | -17545.4615367616 |
194 | 59194 | 65742.2233651125 | -6548.22336511246 |
195 | 139942 | 135378.587109182 | 4563.41289081825 |
196 | 118612 | 113780.039228723 | 4831.96077127672 |
197 | 72880 | 88778.0480907985 | -15898.0480907985 |
198 | 65475 | 53387.3300188172 | 12087.6699811828 |
199 | 99643 | 129981.10524498 | -30338.1052449804 |
200 | 71965 | 73803.9219146844 | -1838.92191468445 |
201 | 77272 | 71050.4963077614 | 6221.50369223857 |
202 | 49289 | 54490.2617587126 | -5201.26175871258 |
203 | 135131 | 119290.561556532 | 15840.4384434683 |
204 | 108446 | 98471.7766320731 | 9974.22336792691 |
205 | 89746 | 119823.012280016 | -30077.0122800157 |
206 | 44296 | 55954.9890878827 | -11658.9890878827 |
207 | 77648 | 85104.368554439 | -7456.36855443904 |
208 | 181528 | 135217.29222284 | 46310.7077771597 |
209 | 134019 | 110719.884811761 | 23299.1151882393 |
210 | 124064 | 121574.324839246 | 2489.67516075403 |
211 | 92630 | 82351.5654648782 | 10278.4345351218 |
212 | 121848 | 97799.0940099159 | 24048.9059900841 |
213 | 52915 | 54214.8162151495 | -1299.81621514953 |
214 | 81872 | 77641.4100981743 | 4230.58990182573 |
215 | 58981 | 89352.4654849896 | -30371.4654849896 |
216 | 53515 | 61971.0457632021 | -8456.0457632021 |
217 | 60812 | 92338.559250396 | -31526.559250396 |
218 | 56375 | 49039.2235183705 | 7335.77648162949 |
219 | 65490 | 63077.9129889312 | 2412.08701106881 |
220 | 80949 | 52605.3062653157 | 28343.6937346843 |
221 | 76302 | 93478.8487182223 | -17176.8487182223 |
222 | 104011 | 109797.187674885 | -5786.18767488478 |
223 | 98104 | 151376.091170145 | -53272.0911701453 |
224 | 67989 | 60374.3419757374 | 7614.6580242626 |
225 | 30989 | 31677.0425669154 | -688.042566915445 |
226 | 135458 | 136052.254790305 | -594.254790304668 |
227 | 73504 | 55396.0510571666 | 18107.9489428334 |
228 | 63123 | 87013.9866235296 | -23890.9866235296 |
229 | 61254 | 91338.981964898 | -30084.981964898 |
230 | 74914 | 113157.343074698 | -38243.3430746978 |
231 | 31774 | 44837.5661712616 | -13063.5661712616 |
232 | 81437 | 86665.029536581 | -5228.02953658105 |
233 | 87186 | 118670.570196447 | -31484.570196447 |
234 | 50090 | 58523.234889311 | -8433.23488931105 |
235 | 65745 | 96115.0312200208 | -30370.0312200208 |
236 | 56653 | 71484.5763547641 | -14831.5763547641 |
237 | 158399 | 106389.934879146 | 52009.0651208545 |
238 | 46455 | 60482.8114696923 | -14027.8114696923 |
239 | 73624 | 87039.3376120406 | -13415.3376120406 |
240 | 38395 | 59373.3038984826 | -20978.3038984826 |
241 | 91899 | 80793.5605061247 | 11105.4394938753 |
242 | 139526 | 137598.050806485 | 1927.94919351456 |
243 | 52164 | 68789.5392604471 | -16625.5392604471 |
244 | 51567 | 57744.4233095349 | -6177.42330953488 |
245 | 70551 | 70981.5216486252 | -430.521648625175 |
246 | 84856 | 94578.7329635366 | -9722.73296353659 |
247 | 102538 | 127587.403712063 | -25049.4037120632 |
248 | 86678 | 62883.1984364146 | 23794.8015635854 |
249 | 85709 | 75998.7935056115 | 9710.20649438854 |
250 | 34662 | 48301.7088075266 | -13639.7088075266 |
251 | 150580 | 133861.787514214 | 16718.212485786 |
252 | 99611 | 91193.5448729246 | 8417.45512707541 |
253 | 19349 | 8301.61110509105 | 11047.388894909 |
254 | 99373 | 96768.6396210949 | 2604.36037890507 |
255 | 86230 | 107104.45398524 | -20874.4539852396 |
256 | 30837 | 30453.6044669947 | 383.395533005265 |
257 | 31706 | 45611.8239341165 | -13905.8239341165 |
258 | 89806 | 80468.1057259125 | 9337.89427408749 |
259 | 62088 | 51357.9173636423 | 10730.0826363577 |
260 | 40151 | 34178.4110505816 | 5972.58894941836 |
261 | 27634 | 45072.0336183741 | -17438.0336183741 |
262 | 76990 | 67685.5790593053 | 9304.42094069465 |
263 | 37460 | 28460.207782245 | 8999.79221775497 |
264 | 54157 | 64678.8547220162 | -10521.8547220162 |
265 | 49862 | 58924.5234443495 | -9062.52344434954 |
266 | 84337 | 77829.2540372987 | 6507.74596270128 |
267 | 64175 | 83552.1105886964 | -19377.1105886964 |
268 | 59382 | 66142.144616646 | -6760.14461664601 |
269 | 119308 | 70555.3071156995 | 48752.6928843005 |
270 | 76702 | 98982.0231535315 | -22280.0231535315 |
271 | 103425 | 108839.748381925 | -5414.74838192545 |
272 | 70344 | 63106.6254483677 | 7237.37455163231 |
273 | 43410 | 40706.4919733049 | 2703.50802669511 |
274 | 104838 | 100236.555273328 | 4601.44472667187 |
275 | 62215 | 51917.1800579088 | 10297.8199420912 |
276 | 69304 | 92046.2623877296 | -22742.2623877296 |
277 | 53117 | 37033.2283681858 | 16083.7716318142 |
278 | 19764 | 9711.78231808008 | 10052.2176819199 |
279 | 86680 | 91390.1849797902 | -4710.18497979021 |
280 | 84105 | 65876.1700548876 | 18228.8299451124 |
281 | 77945 | 79079.4802645722 | -1134.48026457223 |
282 | 89113 | 75627.5938315336 | 13485.4061684664 |
283 | 91005 | 95066.5087283259 | -4061.50872832586 |
284 | 40248 | 28991.5861685415 | 11256.4138314585 |
285 | 64187 | 59636.9840486578 | 4550.01595134215 |
286 | 50857 | 61181.0111250542 | -10324.0111250542 |
287 | 56613 | 55227.5460094566 | 1385.45399054338 |
288 | 62792 | 61360.6192310904 | 1431.38076890958 |
289 | 72535 | 73943.0763796354 | -1408.0763796354 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.352904310841631 | 0.705808621683262 | 0.647095689158369 |
12 | 0.32971220067615 | 0.6594244013523 | 0.67028779932385 |
13 | 0.653979963233603 | 0.692040073532794 | 0.346020036766397 |
14 | 0.55815480752958 | 0.88369038494084 | 0.44184519247042 |
15 | 0.44295726260379 | 0.885914525207581 | 0.55704273739621 |
16 | 0.344037601699203 | 0.688075203398407 | 0.655962398300797 |
17 | 0.886839810272969 | 0.226320379454063 | 0.113160189727031 |
18 | 0.848973300401232 | 0.302053399197536 | 0.151026699598768 |
19 | 0.840295466140064 | 0.319409067719872 | 0.159704533859936 |
20 | 0.886778906501532 | 0.226442186996936 | 0.113221093498468 |
21 | 0.863759293803989 | 0.272481412392022 | 0.136240706196011 |
22 | 0.823510211907837 | 0.352979576184326 | 0.176489788092163 |
23 | 0.995802484174677 | 0.00839503165064509 | 0.00419751582532254 |
24 | 0.994208652584805 | 0.0115826948303902 | 0.00579134741519509 |
25 | 0.994205578583654 | 0.0115888428326915 | 0.00579442141634577 |
26 | 0.998758675160486 | 0.00248264967902779 | 0.00124132483951389 |
27 | 0.999332471993469 | 0.00133505601306291 | 0.000667528006531454 |
28 | 0.998928802353035 | 0.00214239529392922 | 0.00107119764696461 |
29 | 0.998885894682993 | 0.00222821063401463 | 0.00111410531700732 |
30 | 0.99886248165924 | 0.00227503668152016 | 0.00113751834076008 |
31 | 0.998705935515715 | 0.00258812896857043 | 0.00129406448428522 |
32 | 0.998038547896831 | 0.0039229042063379 | 0.00196145210316895 |
33 | 0.997131070783344 | 0.00573785843331166 | 0.00286892921665583 |
34 | 0.997088679547436 | 0.00582264090512709 | 0.00291132045256354 |
35 | 0.997292235601469 | 0.00541552879706287 | 0.00270776439853143 |
36 | 0.996552227248116 | 0.00689554550376736 | 0.00344777275188368 |
37 | 0.99536558987324 | 0.00926882025352027 | 0.00463441012676013 |
38 | 0.993601520480949 | 0.0127969590381021 | 0.00639847951905106 |
39 | 0.997740123116514 | 0.00451975376697253 | 0.00225987688348626 |
40 | 0.998052158391824 | 0.00389568321635124 | 0.00194784160817562 |
41 | 0.997240392582526 | 0.005519214834948 | 0.002759607417474 |
42 | 0.996396849341556 | 0.00720630131688785 | 0.00360315065844392 |
43 | 0.995475930969104 | 0.00904813806179261 | 0.0045240690308963 |
44 | 0.993644156266315 | 0.0127116874673699 | 0.00635584373368494 |
45 | 0.994976147219406 | 0.0100477055611872 | 0.00502385278059361 |
46 | 0.993100496437184 | 0.0137990071256316 | 0.00689950356281578 |
47 | 0.993174128357607 | 0.0136517432847851 | 0.00682587164239257 |
48 | 0.990929123497355 | 0.0181417530052904 | 0.00907087650264522 |
49 | 0.988195849213263 | 0.0236083015734744 | 0.0118041507867372 |
50 | 0.999545369594132 | 0.000909260811735236 | 0.000454630405867618 |
51 | 0.99997174735093 | 5.65052981402606e-05 | 2.82526490701303e-05 |
52 | 0.999961348956679 | 7.73020866416109e-05 | 3.86510433208055e-05 |
53 | 0.999946343612677 | 0.000107312774646508 | 5.36563873232538e-05 |
54 | 0.999938908915616 | 0.000122182168768093 | 6.10910843840465e-05 |
55 | 0.999977504222428 | 4.49915551447439e-05 | 2.2495777572372e-05 |
56 | 0.999965709201871 | 6.85815962587144e-05 | 3.42907981293572e-05 |
57 | 0.999960672403609 | 7.86551927816111e-05 | 3.93275963908055e-05 |
58 | 0.999986991725363 | 2.60165492741516e-05 | 1.30082746370758e-05 |
59 | 0.99997984992569 | 4.03001486195988e-05 | 2.01500743097994e-05 |
60 | 0.999971669744601 | 5.66605107971802e-05 | 2.83302553985901e-05 |
61 | 0.999961766233451 | 7.64675330988707e-05 | 3.82337665494353e-05 |
62 | 0.999963340274239 | 7.33194515209014e-05 | 3.66597257604507e-05 |
63 | 0.999954202903191 | 9.15941936170928e-05 | 4.57970968085464e-05 |
64 | 0.999932596093607 | 0.000134807812785831 | 6.74039063929154e-05 |
65 | 0.999912343976484 | 0.00017531204703233 | 8.76560235161648e-05 |
66 | 0.999872281869344 | 0.000255436261312932 | 0.000127718130656466 |
67 | 0.999844690588614 | 0.000310618822771363 | 0.000155309411385682 |
68 | 0.999775288349895 | 0.000449423300210671 | 0.000224711650105336 |
69 | 0.99970308973718 | 0.000593820525640586 | 0.000296910262820293 |
70 | 0.9997429723369 | 0.000514055326199126 | 0.000257027663099563 |
71 | 0.999688140221244 | 0.000623719557512786 | 0.000311859778756393 |
72 | 0.999874193683346 | 0.000251612633307738 | 0.000125806316653869 |
73 | 0.999880337686835 | 0.000239324626329784 | 0.000119662313164892 |
74 | 0.999868829618633 | 0.000262340762733771 | 0.000131170381366885 |
75 | 0.999886064022676 | 0.000227871954647324 | 0.000113935977323662 |
76 | 0.999876826199727 | 0.000246347600545857 | 0.000123173800272928 |
77 | 0.99993840169524 | 0.000123196609520702 | 6.1598304760351e-05 |
78 | 0.99991737809003 | 0.000165243819939271 | 8.26219099696355e-05 |
79 | 0.999905221481639 | 0.000189557036721367 | 9.47785183606837e-05 |
80 | 0.999869506537498 | 0.000260986925004017 | 0.000130493462502008 |
81 | 0.999813543616012 | 0.000372912767975389 | 0.000186456383987694 |
82 | 0.999838391056487 | 0.000323217887026462 | 0.000161608943513231 |
83 | 0.999901755157928 | 0.000196489684143943 | 9.82448420719715e-05 |
84 | 0.999911779298654 | 0.000176441402692453 | 8.82207013462265e-05 |
85 | 0.999885254537337 | 0.000229490925325007 | 0.000114745462662503 |
86 | 0.999889072041076 | 0.000221855917848227 | 0.000110927958924113 |
87 | 0.999850378353194 | 0.000299243293612501 | 0.00014962164680625 |
88 | 0.999818256505323 | 0.000363486989354861 | 0.00018174349467743 |
89 | 0.999947243457604 | 0.000105513084792088 | 5.27565423960442e-05 |
90 | 0.999926320092497 | 0.000147359815004976 | 7.3679907502488e-05 |
91 | 0.999898260502215 | 0.000203478995570644 | 0.000101739497785322 |
92 | 0.999870629940886 | 0.000258740118228508 | 0.000129370059114254 |
93 | 0.999855467755331 | 0.00028906448933861 | 0.000144532244669305 |
94 | 0.999807087478584 | 0.000385825042831614 | 0.000192912521415807 |
95 | 0.999767482892237 | 0.000465034215526162 | 0.000232517107763081 |
96 | 0.999742261605548 | 0.000515476788904547 | 0.000257738394452274 |
97 | 0.99967487747064 | 0.000650245058719739 | 0.00032512252935987 |
98 | 0.999999799158882 | 4.01682235927374e-07 | 2.00841117963687e-07 |
99 | 0.999999701447252 | 5.97105495043351e-07 | 2.98552747521676e-07 |
100 | 0.999999564601615 | 8.70796770846983e-07 | 4.35398385423491e-07 |
101 | 0.999999383601998 | 1.23279600346619e-06 | 6.16398001733096e-07 |
102 | 0.999999268151703 | 1.46369659365205e-06 | 7.31848296826027e-07 |
103 | 0.999999742242402 | 5.15515196835612e-07 | 2.57757598417806e-07 |
104 | 0.999999648442931 | 7.03114137667061e-07 | 3.5155706883353e-07 |
105 | 0.99999967457201 | 6.50855979923917e-07 | 3.25427989961958e-07 |
106 | 0.999999612589403 | 7.74821193899965e-07 | 3.87410596949983e-07 |
107 | 0.999999577430695 | 8.4513861064182e-07 | 4.2256930532091e-07 |
108 | 0.999999468663782 | 1.06267243684985e-06 | 5.31336218424924e-07 |
109 | 0.999999418051497 | 1.16389700696016e-06 | 5.8194850348008e-07 |
110 | 0.999999104327716 | 1.79134456856466e-06 | 8.95672284282332e-07 |
111 | 0.999998803617629 | 2.39276474134899e-06 | 1.19638237067449e-06 |
112 | 0.999998604267844 | 2.7914643117497e-06 | 1.39573215587485e-06 |
113 | 0.999998087344493 | 3.82531101450645e-06 | 1.91265550725322e-06 |
114 | 0.999997196424079 | 5.60715184181425e-06 | 2.80357592090713e-06 |
115 | 0.999997145401288 | 5.70919742441757e-06 | 2.85459871220878e-06 |
116 | 0.999997104309914 | 5.79138017113681e-06 | 2.8956900855684e-06 |
117 | 0.999996626036961 | 6.74792607692512e-06 | 3.37396303846256e-06 |
118 | 0.999998489509539 | 3.02098092117777e-06 | 1.51049046058888e-06 |
119 | 0.999997724080552 | 4.55183889584769e-06 | 2.27591944792384e-06 |
120 | 0.999997906913119 | 4.18617376247665e-06 | 2.09308688123833e-06 |
121 | 0.999996925953075 | 6.14809384970942e-06 | 3.07404692485471e-06 |
122 | 0.999998804647553 | 2.39070489348144e-06 | 1.19535244674072e-06 |
123 | 0.999998575021545 | 2.84995691062138e-06 | 1.42497845531069e-06 |
124 | 0.999999559987331 | 8.80025337228693e-07 | 4.40012668614347e-07 |
125 | 0.999999983043705 | 3.39125907644577e-08 | 1.69562953822288e-08 |
126 | 0.999999979330055 | 4.13398904103334e-08 | 2.06699452051667e-08 |
127 | 0.999999970109659 | 5.97806817374529e-08 | 2.98903408687264e-08 |
128 | 0.999999954437653 | 9.11246945165768e-08 | 4.55623472582884e-08 |
129 | 0.999999934741476 | 1.30517048083655e-07 | 6.52585240418273e-08 |
130 | 0.999999896013724 | 2.07972551206417e-07 | 1.03986275603209e-07 |
131 | 0.999999838348026 | 3.23303948805416e-07 | 1.61651974402708e-07 |
132 | 0.999999926358661 | 1.47282678581639e-07 | 7.36413392908195e-08 |
133 | 0.999999896121768 | 2.07756464220312e-07 | 1.03878232110156e-07 |
134 | 0.999999985175845 | 2.96483093157664e-08 | 1.48241546578832e-08 |
135 | 0.999999979638438 | 4.07231235539857e-08 | 2.03615617769929e-08 |
136 | 0.999999993332934 | 1.3334132892184e-08 | 6.66706644609201e-09 |
137 | 0.999999989006991 | 2.1986018045887e-08 | 1.09930090229435e-08 |
138 | 0.999999993884754 | 1.22304927394141e-08 | 6.11524636970703e-09 |
139 | 0.999999993245647 | 1.35087051936483e-08 | 6.75435259682413e-09 |
140 | 0.999999989814788 | 2.03704233104865e-08 | 1.01852116552432e-08 |
141 | 0.999999988696866 | 2.26062674426328e-08 | 1.13031337213164e-08 |
142 | 0.999999983468926 | 3.30621486890261e-08 | 1.6531074344513e-08 |
143 | 0.999999974960913 | 5.00781743874958e-08 | 2.50390871937479e-08 |
144 | 0.999999962409811 | 7.51803778556565e-08 | 3.75901889278283e-08 |
145 | 0.99999994920176 | 1.0159647914584e-07 | 5.079823957292e-08 |
146 | 0.999999951701927 | 9.65961457091722e-08 | 4.82980728545861e-08 |
147 | 0.999999929815796 | 1.40368408895516e-07 | 7.01842044477579e-08 |
148 | 0.999999898378702 | 2.03242595707029e-07 | 1.01621297853515e-07 |
149 | 0.999999861135264 | 2.77729471130906e-07 | 1.38864735565453e-07 |
150 | 0.99999978284866 | 4.34302679226652e-07 | 2.17151339613326e-07 |
151 | 0.999999791293298 | 4.17413403852045e-07 | 2.08706701926023e-07 |
152 | 0.999999777990042 | 4.44019915137658e-07 | 2.22009957568829e-07 |
153 | 0.999999717903343 | 5.6419331484946e-07 | 2.8209665742473e-07 |
154 | 0.999999633386514 | 7.33226971542424e-07 | 3.66613485771212e-07 |
155 | 0.999999562342304 | 8.75315391585041e-07 | 4.37657695792521e-07 |
156 | 0.999999859362479 | 2.81275042789463e-07 | 1.40637521394732e-07 |
157 | 0.999999889791807 | 2.20416386822174e-07 | 1.10208193411087e-07 |
158 | 0.99999989773197 | 2.04536059445951e-07 | 1.02268029722975e-07 |
159 | 0.999999876347473 | 2.47305053032119e-07 | 1.23652526516059e-07 |
160 | 0.999999810174167 | 3.79651666448828e-07 | 1.89825833224414e-07 |
161 | 0.999999803348196 | 3.93303608821665e-07 | 1.96651804410833e-07 |
162 | 0.999999721284498 | 5.57431003952853e-07 | 2.78715501976426e-07 |
163 | 0.999999638793466 | 7.22413067588513e-07 | 3.61206533794257e-07 |
164 | 0.999999472912996 | 1.05417400833454e-06 | 5.27087004167268e-07 |
165 | 0.99999951820657 | 9.63586860074382e-07 | 4.81793430037191e-07 |
166 | 0.999999823320795 | 3.53358409776499e-07 | 1.7667920488825e-07 |
167 | 0.999999738530221 | 5.22939557749032e-07 | 2.61469778874516e-07 |
168 | 0.999999603567366 | 7.92865267354747e-07 | 3.96432633677374e-07 |
169 | 0.999999520723886 | 9.58552227658069e-07 | 4.79276113829035e-07 |
170 | 0.999999997035065 | 5.92986975021455e-09 | 2.96493487510727e-09 |
171 | 0.999999994992764 | 1.00144710063811e-08 | 5.00723550319054e-09 |
172 | 0.999999992936078 | 1.4127843457517e-08 | 7.06392172875852e-09 |
173 | 0.999999987960319 | 2.40793621191958e-08 | 1.20396810595979e-08 |
174 | 0.999999994526991 | 1.09460183568902e-08 | 5.47300917844509e-09 |
175 | 0.999999999762958 | 4.74084797009462e-10 | 2.37042398504731e-10 |
176 | 0.999999999601672 | 7.9665514529534e-10 | 3.9832757264767e-10 |
177 | 0.999999999624679 | 7.50642482705125e-10 | 3.75321241352563e-10 |
178 | 0.99999999937754 | 1.24492029639338e-09 | 6.22460148196691e-10 |
179 | 0.999999998883295 | 2.23340911525961e-09 | 1.11670455762981e-09 |
180 | 0.999999999582636 | 8.3472886545797e-10 | 4.17364432728985e-10 |
181 | 0.999999999519366 | 9.61268070194521e-10 | 4.80634035097261e-10 |
182 | 0.999999999961487 | 7.70252864103562e-11 | 3.85126432051781e-11 |
183 | 0.999999999928489 | 1.43021795000595e-10 | 7.15108975002974e-11 |
184 | 0.999999999922028 | 1.55944552118719e-10 | 7.79722760593596e-11 |
185 | 0.999999999949181 | 1.01637404385138e-10 | 5.0818702192569e-11 |
186 | 0.999999999907802 | 1.84395272828383e-10 | 9.21976364141917e-11 |
187 | 0.999999999833701 | 3.32598638532598e-10 | 1.66299319266299e-10 |
188 | 0.999999999709831 | 5.80338637237881e-10 | 2.9016931861894e-10 |
189 | 0.999999999584924 | 8.30151645286927e-10 | 4.15075822643463e-10 |
190 | 0.999999999267856 | 1.46428756069878e-09 | 7.3214378034939e-10 |
191 | 0.999999999651469 | 6.9706130926733e-10 | 3.48530654633665e-10 |
192 | 0.999999999353679 | 1.29264232896838e-09 | 6.46321164484188e-10 |
193 | 0.999999999003713 | 1.99257395021645e-09 | 9.96286975108225e-10 |
194 | 0.999999998385235 | 3.22952981610203e-09 | 1.61476490805102e-09 |
195 | 0.999999997623731 | 4.75253882317412e-09 | 2.37626941158706e-09 |
196 | 0.999999996314807 | 7.37038572067098e-09 | 3.68519286033549e-09 |
197 | 0.999999994815302 | 1.03693954657697e-08 | 5.18469773288486e-09 |
198 | 0.999999992037214 | 1.592557293502e-08 | 7.96278646751001e-09 |
199 | 0.999999993994379 | 1.20112425584755e-08 | 6.00562127923773e-09 |
200 | 0.999999989069741 | 2.18605189078094e-08 | 1.09302594539047e-08 |
201 | 0.999999980759461 | 3.8481078740212e-08 | 1.9240539370106e-08 |
202 | 0.999999965765442 | 6.8469115478003e-08 | 3.42345577390015e-08 |
203 | 0.999999954287908 | 9.14241845027133e-08 | 4.57120922513567e-08 |
204 | 0.999999930920711 | 1.38158577034269e-07 | 6.90792885171346e-08 |
205 | 0.999999923158974 | 1.53682052685778e-07 | 7.68410263428889e-08 |
206 | 0.99999988249154 | 2.3501692076436e-07 | 1.1750846038218e-07 |
207 | 0.999999799189687 | 4.01620626151275e-07 | 2.00810313075638e-07 |
208 | 0.999999974552619 | 5.08947626787282e-08 | 2.54473813393641e-08 |
209 | 0.999999982347251 | 3.53054986541059e-08 | 1.7652749327053e-08 |
210 | 0.99999997685163 | 4.62967398439277e-08 | 2.31483699219638e-08 |
211 | 0.999999967904439 | 6.41911210740699e-08 | 3.20955605370349e-08 |
212 | 0.9999999844633 | 3.1073400387283e-08 | 1.55367001936415e-08 |
213 | 0.999999970932514 | 5.81349710064109e-08 | 2.90674855032055e-08 |
214 | 0.999999949381076 | 1.01237848042664e-07 | 5.06189240213322e-08 |
215 | 0.999999951283469 | 9.74330613604783e-08 | 4.87165306802392e-08 |
216 | 0.999999921399931 | 1.57200137043149e-07 | 7.86000685215744e-08 |
217 | 0.999999945154601 | 1.09690797311118e-07 | 5.4845398655559e-08 |
218 | 0.99999989916681 | 2.01666379126896e-07 | 1.00833189563448e-07 |
219 | 0.999999824716856 | 3.50566287220162e-07 | 1.75283143610081e-07 |
220 | 0.999999863797332 | 2.72405336416726e-07 | 1.36202668208363e-07 |
221 | 0.99999977003983 | 4.59920339083493e-07 | 2.29960169541746e-07 |
222 | 0.999999645396836 | 7.09206327510964e-07 | 3.54603163755482e-07 |
223 | 0.999999883321019 | 2.33357961550333e-07 | 1.16678980775167e-07 |
224 | 0.99999981742939 | 3.65141220327437e-07 | 1.82570610163718e-07 |
225 | 0.999999661583596 | 6.76832808360998e-07 | 3.38416404180499e-07 |
226 | 0.999999382698123 | 1.23460375301999e-06 | 6.17301876509993e-07 |
227 | 0.999999071826595 | 1.85634681102662e-06 | 9.28173405513312e-07 |
228 | 0.999998861449264 | 2.27710147166074e-06 | 1.13855073583037e-06 |
229 | 0.999999082713428 | 1.83457314417008e-06 | 9.17286572085039e-07 |
230 | 0.999999411483891 | 1.17703221773288e-06 | 5.88516108866441e-07 |
231 | 0.999999221961197 | 1.55607760574392e-06 | 7.78038802871961e-07 |
232 | 0.999998560341434 | 2.87931713146538e-06 | 1.43965856573269e-06 |
233 | 0.999999269745396 | 1.4605092077828e-06 | 7.30254603891401e-07 |
234 | 0.999998807252848 | 2.38549430331228e-06 | 1.19274715165614e-06 |
235 | 0.999999300006718 | 1.39998656438665e-06 | 6.99993282193325e-07 |
236 | 0.99999881253742 | 2.37492516095075e-06 | 1.18746258047538e-06 |
237 | 0.999999987779724 | 2.44405520526981e-08 | 1.2220276026349e-08 |
238 | 0.999999980561988 | 3.88760231107459e-08 | 1.94380115553729e-08 |
239 | 0.999999976077318 | 4.78453644222346e-08 | 2.39226822111173e-08 |
240 | 0.999999982846604 | 3.43067916290364e-08 | 1.71533958145182e-08 |
241 | 0.999999969072989 | 6.18540211099144e-08 | 3.09270105549572e-08 |
242 | 0.999999945321342 | 1.09357315861415e-07 | 5.46786579307075e-08 |
243 | 0.999999940891824 | 1.18216352943241e-07 | 5.91081764716206e-08 |
244 | 0.999999875675516 | 2.48648968134117e-07 | 1.24324484067058e-07 |
245 | 0.999999734903847 | 5.301923062955e-07 | 2.6509615314775e-07 |
246 | 0.999999419786993 | 1.1604260138589e-06 | 5.80213006929448e-07 |
247 | 0.999999196637042 | 1.60672591513031e-06 | 8.03362957565155e-07 |
248 | 0.999999280192189 | 1.43961562185793e-06 | 7.19807810928967e-07 |
249 | 0.999998473929116 | 3.05214176759588e-06 | 1.52607088379794e-06 |
250 | 0.999997700613196 | 4.59877360706576e-06 | 2.29938680353288e-06 |
251 | 0.999997082277411 | 5.83544517846309e-06 | 2.91772258923154e-06 |
252 | 0.999994332066885 | 1.13358662309016e-05 | 5.66793311545079e-06 |
253 | 0.999987939164259 | 2.41216714811154e-05 | 1.20608357405577e-05 |
254 | 0.999975575050201 | 4.88498995973604e-05 | 2.44249497986802e-05 |
255 | 0.999964595830086 | 7.08083398277995e-05 | 3.54041699138998e-05 |
256 | 0.999934583114742 | 0.000130833770515918 | 6.54168852579592e-05 |
257 | 0.999937336195843 | 0.000125327608313891 | 6.26638041569456e-05 |
258 | 0.999884684372346 | 0.00023063125530777 | 0.000115315627653885 |
259 | 0.999807741240183 | 0.000384517519634712 | 0.000192258759817356 |
260 | 0.999608716861883 | 0.000782566276233276 | 0.000391283138116638 |
261 | 0.999706101341684 | 0.000587797316631636 | 0.000293898658315818 |
262 | 0.999433069121268 | 0.00113386175746319 | 0.000566930878731596 |
263 | 0.99885436491125 | 0.00229127017749975 | 0.00114563508874987 |
264 | 0.998313328983932 | 0.00337334203213515 | 0.00168667101606757 |
265 | 0.997598294395583 | 0.00480341120883397 | 0.00240170560441698 |
266 | 0.995395820012748 | 0.00920835997450315 | 0.00460417998725158 |
267 | 0.995507976654722 | 0.00898404669055536 | 0.00449202334527768 |
268 | 0.995063749053829 | 0.00987250189234136 | 0.00493625094617068 |
269 | 0.99990857536317 | 0.000182849273659358 | 9.14246368296788e-05 |
270 | 0.999994451942375 | 1.10961152493317e-05 | 5.54805762466587e-06 |
271 | 0.999980273044206 | 3.9453911588914e-05 | 1.9726955794457e-05 |
272 | 0.99992653764282 | 0.000146924714360615 | 7.34623571803076e-05 |
273 | 0.99986720434191 | 0.000265591316179404 | 0.000132795658089702 |
274 | 0.999480787308343 | 0.00103842538331394 | 0.000519212691656971 |
275 | 0.998546448181601 | 0.00290710363679834 | 0.00145355181839917 |
276 | 0.99713847610465 | 0.00572304779070022 | 0.00286152389535011 |
277 | 0.990982575697185 | 0.0180348486056309 | 0.00901742430281545 |
278 | 0.971132403254186 | 0.0577351934916278 | 0.0288675967458139 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 245 | 0.914179104477612 | NOK |
5% type I error level | 255 | 0.951492537313433 | NOK |
10% type I error level | 256 | 0.955223880597015 | NOK |