Multiple Linear Regression - Estimated Regression Equation |
totsize[t] = -936.979957120353 -7.90261741362025compviewsinfo[t] + 6.62366620222427compviewspr[t] + 481.514022100166reviews[t] + 166.157378568038feedbackm[t] + 0.0578346042887241time[t] + 1.40064526121532totrevisions[t] -64.2798117984318tothyperlinks[t] + 257.553102235401totblogs[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) | -936.979957120353 | 3263.168949 | -0.2871 | 0.774219 | 0.387109 |
compviewsinfo | -7.90261741362025 | 10.793759 | -0.7321 | 0.464691 | 0.232346 |
compviewspr | 6.62366620222427 | 29.208568 | 0.2268 | 0.820767 | 0.410384 |
reviews | 481.514022100166 | 308.943306 | 1.5586 | 0.120224 | 0.060112 |
feedbackm | 166.157378568038 | 88.162504 | 1.8847 | 0.06051 | 0.030255 |
time | 0.0578346042887241 | 0.046376 | 1.2471 | 0.213414 | 0.106707 |
totrevisions | 1.40064526121532 | 0.283247 | 4.945 | 1e-06 | 1e-06 |
tothyperlinks | -64.2798117984318 | 426.643197 | -0.1507 | 0.880349 | 0.440175 |
totblogs | 257.553102235401 | 439.269826 | 0.5863 | 0.558132 | 0.279066 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.854183459798252 |
R-squared | 0.729629382992912 |
Adjusted R-squared | 0.721904508221281 |
F-TEST (value) | 94.4519367061341 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 21317.7253248478 |
Sum Squared Residuals | 127244715647.184 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 100699.752148024 | 11585.2478519761 |
2 | 84786 | 79659.8265882523 | 5126.17341174768 |
3 | 83123 | 77666.9796030006 | 5456.02039699945 |
4 | 101193 | 104721.605461502 | -3528.60546150178 |
5 | 38361 | 47039.2522167483 | -8678.25221674833 |
6 | 68504 | 45608.0171791363 | 22895.9828208637 |
7 | 119182 | 110610.331478393 | 8571.66852160693 |
8 | 22807 | 15480.7511874392 | 7326.24881256076 |
9 | 17140 | 27008.9230560277 | -9868.92305602773 |
10 | 116174 | 85102.7933411067 | 31071.2066588933 |
11 | 57635 | 65115.2037203857 | -7480.20372038573 |
12 | 66198 | 98798.9577469601 | -32600.9577469601 |
13 | 71701 | 91198.864942125 | -19497.864942125 |
14 | 57793 | 56599.1628254053 | 1193.83717459474 |
15 | 80444 | 98933.016704792 | -18489.016704792 |
16 | 53855 | 62391.2462295993 | -8536.24622959933 |
17 | 97668 | 124332.06052413 | -26664.06052413 |
18 | 133824 | 108955.365664335 | 24868.6343356653 |
19 | 101481 | 76352.3794783824 | 25128.6205216176 |
20 | 99645 | 82791.6396997782 | 16853.3603002218 |
21 | 114789 | 93972.7173539542 | 20816.2826460458 |
22 | 99052 | 116897.443907878 | -17845.4439078779 |
23 | 67654 | 89639.9005576126 | -21985.9005576126 |
24 | 65553 | 66721.6614231816 | -1168.66142318159 |
25 | 97500 | 91476.5775274799 | 6023.42247252008 |
26 | 69112 | 98694.8883979714 | -29582.8883979714 |
27 | 82753 | 88958.4486505028 | -6205.44865050277 |
28 | 85323 | 82138.0357469632 | 3184.96425303681 |
29 | 72654 | 98038.4139926296 | -25384.4139926296 |
30 | 30727 | 49178.2432248425 | -18451.2432248426 |
31 | 77873 | 83831.5289838642 | -5958.52898386425 |
32 | 117478 | 120540.155514866 | -3062.15551486621 |
33 | 74007 | 82500.8367936165 | -8493.83679361646 |
34 | 90183 | 118730.445315102 | -28547.4453151016 |
35 | 61542 | 43723.875364085 | 17818.124635915 |
36 | 101494 | 123878.064923496 | -22384.0649234956 |
37 | 27570 | 33369.8498619026 | -5799.84986190256 |
38 | 55813 | 55296.5308587851 | 516.469141214909 |
39 | 79215 | 101581.654092165 | -22366.6540921648 |
40 | 1423 | -223.929296982809 | 1646.92929698281 |
41 | 55461 | 69098.8634752691 | -13637.8634752691 |
42 | 31081 | 41776.8888216416 | -10695.8888216416 |
43 | 22996 | 36013.1519391607 | -13017.1519391607 |
44 | 83122 | 105456.668554545 | -22334.6685545448 |
45 | 70106 | 86212.2101849966 | -16106.2101849966 |
46 | 60578 | 71967.8680117142 | -11389.8680117142 |
47 | 39992 | 57760.6184201507 | -17768.6184201507 |
48 | 79892 | 77113.4108645691 | 2778.58913543087 |
49 | 49810 | 56959.2657255485 | -7149.26572554848 |
50 | 71570 | 41124.6494435905 | 30445.3505564095 |
51 | 100708 | 76050.0022675752 | 24657.9977324249 |
52 | 33032 | 40048.6828948779 | -7016.68289487794 |
53 | 82875 | 97466.0447257266 | -14591.0447257266 |
54 | 139077 | 103549.788232537 | 35527.2117674631 |
55 | 71595 | 86495.1709454897 | -14900.1709454897 |
56 | 72260 | 85157.0636956789 | -12897.0636956789 |
57 | 5950 | 7087.03528444037 | -1137.03528444037 |
58 | 115762 | 103522.782709314 | 12239.2172906858 |
59 | 32551 | 28847.5886691658 | 3703.4113308342 |
60 | 31701 | 29521.824660411 | 2179.17533958896 |
61 | 80670 | 91763.7092014169 | -11093.7092014169 |
62 | 143558 | 124704.015330647 | 18853.9846693534 |
63 | 117105 | 81907.5746324215 | 35197.4253675785 |
64 | 23789 | 33357.0249707487 | -9568.0249707487 |
65 | 120733 | 130841.894633964 | -10108.8946339641 |
66 | 105195 | 126874.900378812 | -21679.9003788115 |
67 | 73107 | 72406.553721273 | 700.446278726974 |
68 | 132068 | 111695.229389955 | 20372.7706100453 |
69 | 149193 | 126280.56616784 | 22912.4338321598 |
70 | 46821 | 58600.223965841 | -11779.223965841 |
71 | 87011 | 89316.0051259143 | -2305.00512591427 |
72 | 95260 | 100922.144217916 | -5662.14421791629 |
73 | 55183 | 74925.9988191775 | -19742.9988191775 |
74 | 106671 | 78522.9260618311 | 28148.0739381689 |
75 | 73511 | 92701.4846576082 | -19190.4846576082 |
76 | 92945 | 85086.4437715235 | 7858.55622847653 |
77 | 78664 | 64204.1630221425 | 14459.8369778575 |
78 | 70054 | 83853.7014260505 | -13799.7014260505 |
79 | 22618 | 31720.1554415895 | -9102.1554415895 |
80 | 74011 | 90040.9280539328 | -16029.9280539328 |
81 | 83737 | 81225.3534596497 | 2511.64654035025 |
82 | 69094 | 87329.9656673556 | -18235.9656673556 |
83 | 93133 | 98840.6963299267 | -5707.69632992669 |
84 | 95536 | 95959.5539740132 | -423.553974013207 |
85 | 225920 | 68122.2651242918 | 157797.734875708 |
86 | 62133 | 75331.9385171412 | -13198.9385171412 |
87 | 61370 | 71209.566565008 | -9839.56656500796 |
88 | 43836 | 51432.5630854158 | -7596.56308541582 |
89 | 106117 | 104900.644630353 | 1216.35536964747 |
90 | 38692 | 52572.3329260026 | -13880.3329260026 |
91 | 84651 | 91290.9309014629 | -6639.93090146286 |
92 | 56622 | 31052.8278279729 | 25569.1721720271 |
93 | 15986 | 36198.1742844183 | -20212.1742844183 |
94 | 95364 | 96673.3110289872 | -1309.31102898724 |
95 | 26706 | 44859.7148736535 | -18153.7148736535 |
96 | 89691 | 76605.5640105161 | 13085.4359894839 |
97 | 67267 | 93590.5239204439 | -26323.5239204439 |
98 | 126846 | 114493.552356314 | 12352.4476436862 |
99 | 41140 | 61198.3833636573 | -20058.3833636573 |
100 | 102860 | 102670.071143059 | 189.928856940544 |
101 | 51715 | 50567.3656998114 | 1147.63430018857 |
102 | 55801 | 78431.4605942084 | -22630.4605942084 |
103 | 111813 | 107321.605086855 | 4491.39491314504 |
104 | 120293 | 90835.4718426803 | 29457.5281573197 |
105 | 138599 | 108040.741162976 | 30558.2588370241 |
106 | 161647 | 124205.451576798 | 37441.5484232021 |
107 | 115929 | 131249.709863983 | -15320.7098639828 |
108 | 24266 | 34485.0325104035 | -10219.0325104035 |
109 | 162901 | 140678.051028498 | 22222.9489715023 |
110 | 109825 | 111367.80160553 | -1542.80160552979 |
111 | 129838 | 112411.93239094 | 17426.0676090605 |
112 | 37510 | 49097.6845066673 | -11587.6845066673 |
113 | 43750 | 39790.7746989199 | 3959.22530108006 |
114 | 40652 | 53677.7162511708 | -13025.7162511708 |
115 | 87771 | 115725.747628057 | -27954.7476280569 |
116 | 85872 | 100001.686400181 | -14129.6864001808 |
117 | 89275 | 95799.3124177787 | -6524.31241777865 |
118 | 44418 | 54842.3795290197 | -10424.3795290197 |
119 | 192565 | 67642.7610601652 | 124922.238939835 |
120 | 35232 | 32076.9013727687 | 3155.0986272313 |
121 | 40909 | 58305.1404626706 | -17396.1404626706 |
122 | 13294 | 21833.5447273719 | -8539.5447273719 |
123 | 32387 | 46339.6020589256 | -13952.6020589256 |
124 | 140867 | 52245.3399705776 | 88621.6600294224 |
125 | 120662 | 91419.8583582527 | 29242.1416417473 |
126 | 21233 | 23691.7377242949 | -2458.73772429492 |
127 | 44332 | 29220.5881780875 | 15111.4118219125 |
128 | 61056 | 68732.0569716651 | -7676.05697166507 |
129 | 101338 | 100972.181585367 | 365.818414633431 |
130 | 1168 | 2173.11389925299 | -1005.11389925299 |
131 | 13497 | 9239.93496691668 | 4257.06503308332 |
132 | 65567 | 83702.9103802596 | -18135.9103802596 |
133 | 25162 | 22269.6974761261 | 2892.30252387386 |
134 | 32334 | 50155.8092314439 | -17821.8092314439 |
135 | 40735 | 64695.0621553843 | -23960.0621553843 |
136 | 91413 | 106772.677103438 | -15359.6771034384 |
137 | 855 | 386.646251629011 | 468.353748370989 |
138 | 97068 | 59825.313246957 | 37242.686753043 |
139 | 44339 | 19691.302672603 | 24647.697327397 |
140 | 14116 | 17915.9936884127 | -3799.99368841269 |
141 | 10288 | 18522.9485273478 | -8234.94852734779 |
142 | 65622 | 56166.8514569554 | 9455.14854304461 |
143 | 16563 | 23472.7423522749 | -6909.74235227488 |
144 | 76643 | 90056.6316945107 | -13413.6316945107 |
145 | 110681 | 92539.3793399909 | 18141.6206600091 |
146 | 29011 | 28990.3459914993 | 20.6540085007009 |
147 | 92696 | 54572.7627972464 | 38123.2372027536 |
148 | 94785 | 55754.6688263783 | 39030.3311736217 |
149 | 8773 | 12514.6278744216 | -3741.62787442159 |
150 | 83209 | 72716.4717527432 | 10492.5282472568 |
151 | 93815 | 120624.082646014 | -26809.0826460136 |
152 | 86687 | 105017.012527662 | -18330.0125276619 |
153 | 34553 | 29102.1768137139 | 5450.82318628606 |
154 | 105547 | 126994.014078395 | -21447.0140783948 |
155 | 103487 | 95919.6103691746 | 7567.38963082543 |
156 | 213688 | 160495.970956061 | 53192.0290439388 |
157 | 71220 | 80607.3396139157 | -9387.33961391568 |
158 | 23517 | 31945.3662239656 | -8428.36622396556 |
159 | 56926 | 46407.6021833472 | 10518.3978166528 |
160 | 91721 | 84386.0229087054 | 7334.97709129456 |
161 | 115168 | 117652.484312883 | -2484.48431288315 |
162 | 111194 | 35605.0994932492 | 75588.9005067508 |
163 | 51009 | 49497.5891940944 | 1511.41080590563 |
164 | 135777 | 121535.880601208 | 14241.1193987916 |
165 | 51513 | 60963.2280031694 | -9450.22800316944 |
166 | 74163 | 104404.965032125 | -30241.9650321251 |
167 | 51633 | 76088.1186594151 | -24455.1186594151 |
168 | 75345 | 46586.4123367143 | 28758.5876632857 |
169 | 33416 | 49058.3379493007 | -15642.3379493007 |
170 | 83305 | 53364.0221528199 | 29940.9778471801 |
171 | 98952 | 76705.4765128497 | 22246.5234871503 |
172 | 102372 | 111028.447104933 | -8656.44710493348 |
173 | 37238 | 33505.9446581497 | 3732.05534185028 |
174 | 103772 | 113638.441298099 | -9866.44129809918 |
175 | 123969 | 86666.5770464947 | 37302.4229535053 |
176 | 27142 | 38607.4679184883 | -11465.4679184883 |
177 | 135400 | 100842.538822391 | 34557.4611776093 |
178 | 21399 | 31487.3120631661 | -10088.3120631661 |
179 | 130115 | 119572.993168117 | 10542.0068318832 |
180 | 24874 | 34941.3748029545 | -10067.3748029545 |
181 | 34988 | 20165.9596711611 | 14822.0403288389 |
182 | 45549 | 21583.9674586584 | 23965.0325413416 |
183 | 6023 | 3099.47114710921 | 2923.52885289079 |
184 | 64466 | 71311.0584959266 | -6845.05849592661 |
185 | 54990 | 93576.906228467 | -38586.906228467 |
186 | 1644 | 832.976178403822 | 811.023821596178 |
187 | 6179 | 9767.28719052418 | -3588.28719052418 |
188 | 3926 | 5001.31275339433 | -1075.31275339433 |
189 | 32755 | 45820.203659642 | -13065.203659642 |
190 | 34777 | 33312.3324772722 | 1464.66752272777 |
191 | 73224 | 57409.0747644945 | 15814.9252355055 |
192 | 27114 | 30654.4016916492 | -3540.40169164917 |
193 | 20760 | 30197.8706068172 | -9437.87060681716 |
194 | 37636 | 37512.9987111253 | 123.001288874659 |
195 | 65461 | 68060.6506883168 | -2599.65068831683 |
196 | 30080 | 43472.4069568038 | -13392.4069568038 |
197 | 24094 | 36766.8997988402 | -12672.8997988402 |
198 | 69008 | 35916.0330834857 | 33091.9669165143 |
199 | 54968 | 34242.4369783328 | 20725.5630216672 |
200 | 46090 | 43698.9388505397 | 2391.06114946035 |
201 | 27507 | 40145.3302018668 | -12638.3302018668 |
202 | 10672 | 28104.1462232642 | -17432.1462232642 |
203 | 34029 | 39915.1571131369 | -5886.15711313687 |
204 | 46300 | 45204.049598261 | 1095.95040173901 |
205 | 24760 | 35240.6549038271 | -10480.6549038271 |
206 | 18779 | 21429.8281811436 | -2650.82818114358 |
207 | 21280 | 34929.849778804 | -13649.849778804 |
208 | 40662 | 46873.6393175564 | -6211.63931755642 |
209 | 28987 | 41341.0107845008 | -12354.0107845007 |
210 | 22827 | 45382.0013935635 | -22555.0013935635 |
211 | 18513 | 24832.3307965138 | -6319.33079651378 |
212 | 30594 | 36044.1406071154 | -5450.14060711542 |
213 | 24006 | 31760.7664970201 | -7754.76649702008 |
214 | 27913 | 39518.0202359815 | -11605.0202359815 |
215 | 42744 | 26624.4956270167 | 16119.5043729833 |
216 | 12934 | 36539.2905022792 | -23605.2905022792 |
217 | 22574 | 25701.1140935334 | -3127.11409353336 |
218 | 41385 | 24719.7244591599 | 16665.2755408401 |
219 | 18653 | 28444.243713636 | -9791.24371363598 |
220 | 18472 | 27071.2057998067 | -8599.20579980675 |
221 | 30976 | 40383.4159503889 | -9407.4159503889 |
222 | 63339 | 55810.7535167473 | 7528.24648325266 |
223 | 25568 | 40969.9856913253 | -15401.9856913253 |
224 | 33747 | 39476.8617413407 | -5729.86174134069 |
225 | 4154 | 18299.9967762415 | -14145.9967762415 |
226 | 19474 | 32502.2479828325 | -13028.2479828324 |
227 | 35130 | 16285.8944791706 | 18844.1055208294 |
228 | 39067 | 43262.4447929 | -4195.44479290003 |
229 | 13310 | 25760.7981781737 | -12450.7981781737 |
230 | 65892 | 39526.1560256547 | 26365.8439743453 |
231 | 4143 | 18074.8985864944 | -13931.8985864944 |
232 | 28579 | 35550.7320369794 | -6971.73203697942 |
233 | 51776 | 34267.9448148464 | 17508.0551851536 |
234 | 21152 | 25056.381857658 | -3904.38185765804 |
235 | 38084 | 39022.7821109229 | -938.78211092293 |
236 | 27717 | 36207.4156570999 | -8490.41565709988 |
237 | 32928 | 36187.7908068661 | -3259.79080686607 |
238 | 11342 | 21465.0237483236 | -10123.0237483236 |
239 | 19499 | 31923.8855276219 | -12424.8855276219 |
240 | 16380 | 25762.6705782704 | -9382.67057827039 |
241 | 36874 | 30402.1609293511 | 6471.83907064889 |
242 | 48259 | 66325.506364638 | -18066.506364638 |
243 | 16734 | 28844.5355267935 | -12110.5355267935 |
244 | 28207 | 30452.2869006013 | -2245.2869006013 |
245 | 30143 | 32626.7295606728 | -2483.7295606728 |
246 | 41369 | 34764.5375874512 | 6604.46241254883 |
247 | 45833 | 38916.0396554009 | 6916.96034459906 |
248 | 29156 | 27881.8163457419 | 1274.18365425812 |
249 | 35944 | 23284.2969382946 | 12659.7030617054 |
250 | 36278 | 20560.8372971683 | 15717.1627028317 |
251 | 45588 | 47724.7119110236 | -2136.71191102356 |
252 | 45097 | 47227.2864759321 | -2130.28647593215 |
253 | 3895 | 4040.18869111597 | -145.188691115968 |
254 | 28394 | 35209.8686301132 | -6815.86863011324 |
255 | 18632 | 30477.2203680091 | -11845.2203680091 |
256 | 2325 | 4473.49106379814 | -2148.49106379814 |
257 | 25139 | 19978.2217315278 | 5160.77826847218 |
258 | 27975 | 29215.296805807 | -1240.29680580704 |
259 | 14483 | 25752.1547986466 | -11269.1547986466 |
260 | 13127 | 16488.0020171708 | -3361.00201717082 |
261 | 5839 | 10860.501105876 | -5021.50110587596 |
262 | 24069 | 41850.0213443054 | -17781.0213443054 |
263 | 3738 | 8350.91314933144 | -4612.91314933144 |
264 | 18625 | 30031.194608206 | -11406.194608206 |
265 | 36341 | 28918.9180086131 | 7422.08199138694 |
266 | 24548 | 29587.2109734466 | -5039.21097344656 |
267 | 21792 | 38360.143788627 | -16568.143788627 |
268 | 26263 | 21998.3869326223 | 4264.61306737768 |
269 | 23686 | 41823.9864070341 | -18137.9864070341 |
270 | 49303 | 39716.3814660927 | 9586.61853390728 |
271 | 25659 | 35830.5241682898 | -10171.5241682898 |
272 | 28904 | 31613.096802493 | -2709.09680249305 |
273 | 2781 | 862.208930302308 | 1918.79106969769 |
274 | 29236 | 35469.8015057951 | -6233.80150579507 |
275 | 19546 | 20554.1025866997 | -1008.10258669974 |
276 | 22818 | 21654.1277303298 | 1163.87226967022 |
277 | 32689 | 13590.9847314827 | 19098.0152685173 |
278 | 5752 | 6683.56592780113 | -931.565927801135 |
279 | 22197 | 35565.8018220704 | -13368.8018220704 |
280 | 20055 | 34995.9314299958 | -14940.9314299958 |
281 | 25272 | 34741.714447101 | -9469.714447101 |
282 | 82206 | 21422.6149691455 | 60783.3850308545 |
283 | 32073 | 20017.6274474299 | 12055.3725525701 |
284 | 5444 | 5504.07041891597 | -60.0704189159706 |
285 | 20154 | 27681.32598302 | -7527.32598302 |
286 | 36944 | 23235.9221034907 | 13708.0778965093 |
287 | 8019 | 19733.1102367904 | -11714.1102367904 |
288 | 30884 | 45514.3969365189 | -14630.3969365189 |
289 | 19540 | 27343.8884620283 | -7803.88846202833 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.246610757688904 | 0.493221515377808 | 0.753389242311096 |
13 | 0.131010517347691 | 0.262021034695381 | 0.868989482652309 |
14 | 0.0666771084632562 | 0.133354216926512 | 0.933322891536744 |
15 | 0.0294702586889533 | 0.0589405173779066 | 0.970529741311047 |
16 | 0.0134891566766808 | 0.0269783133533616 | 0.986510843323319 |
17 | 0.0110293167321814 | 0.0220586334643627 | 0.988970683267819 |
18 | 0.00471427769808176 | 0.00942855539616352 | 0.995285722301918 |
19 | 0.0132636084202809 | 0.0265272168405618 | 0.986736391579719 |
20 | 0.0109745040754726 | 0.0219490081509452 | 0.989025495924527 |
21 | 0.160890993264941 | 0.321781986529882 | 0.839109006735059 |
22 | 0.142251325843592 | 0.284502651687185 | 0.857748674156408 |
23 | 0.101552789753392 | 0.203105579506783 | 0.898447210246608 |
24 | 0.0686736082398706 | 0.137347216479741 | 0.931326391760129 |
25 | 0.0452119029713634 | 0.0904238059427267 | 0.954788097028637 |
26 | 0.038123901847684 | 0.076247803695368 | 0.961876098152316 |
27 | 0.0334778134047676 | 0.0669556268095351 | 0.966522186595232 |
28 | 0.0235182117835054 | 0.0470364235670108 | 0.976481788216495 |
29 | 0.0239764963853795 | 0.0479529927707591 | 0.97602350361462 |
30 | 0.0292846020615117 | 0.0585692041230233 | 0.970715397938488 |
31 | 0.0301358117135973 | 0.0602716234271946 | 0.969864188286403 |
32 | 0.020584970860183 | 0.0411699417203659 | 0.979415029139817 |
33 | 0.0136130125371414 | 0.0272260250742828 | 0.986386987462859 |
34 | 0.0115199791312943 | 0.0230399582625885 | 0.988480020868706 |
35 | 0.0119353530345053 | 0.0238707060690105 | 0.988064646965495 |
36 | 0.0105496075631161 | 0.0210992151262322 | 0.989450392436884 |
37 | 0.00768987313126114 | 0.0153797462625223 | 0.992310126868739 |
38 | 0.00513848327509467 | 0.0102769665501893 | 0.994861516724905 |
39 | 0.00398494107503399 | 0.00796988215006799 | 0.996015058924966 |
40 | 0.00827963470707911 | 0.0165592694141582 | 0.991720365292921 |
41 | 0.00655948264137238 | 0.0131189652827448 | 0.993440517358628 |
42 | 0.00558911110019691 | 0.0111782222003938 | 0.994410888899803 |
43 | 0.00370751936787879 | 0.00741503873575759 | 0.996292480632121 |
44 | 0.00407215552646889 | 0.00814431105293778 | 0.995927844473531 |
45 | 0.00598182566138096 | 0.0119636513227619 | 0.994018174338619 |
46 | 0.00428596612894568 | 0.00857193225789136 | 0.995714033871054 |
47 | 0.00302091819991864 | 0.00604183639983728 | 0.996979081800081 |
48 | 0.0025564179626743 | 0.00511283592534861 | 0.997443582037326 |
49 | 0.00170047747602251 | 0.00340095495204501 | 0.998299522523977 |
50 | 0.00230787921027101 | 0.00461575842054201 | 0.997692120789729 |
51 | 0.0114480883086373 | 0.0228961766172746 | 0.988551911691363 |
52 | 0.00847427365942205 | 0.0169485473188441 | 0.991525726340578 |
53 | 0.00672630958871347 | 0.0134526191774269 | 0.993273690411287 |
54 | 0.016223434321455 | 0.03244686864291 | 0.983776565678545 |
55 | 0.0151609634838278 | 0.0303219269676555 | 0.984839036516172 |
56 | 0.0116736690758142 | 0.0233473381516284 | 0.988326330924186 |
57 | 0.00859457494012619 | 0.0171891498802524 | 0.991405425059874 |
58 | 0.00999851736606638 | 0.0199970347321328 | 0.990001482633934 |
59 | 0.00761310576461577 | 0.0152262115292315 | 0.992386894235384 |
60 | 0.00546467007934438 | 0.0109293401586888 | 0.994535329920656 |
61 | 0.00415411204755034 | 0.00830822409510068 | 0.99584588795245 |
62 | 0.00685019684785427 | 0.0137003936957085 | 0.993149803152146 |
63 | 0.0128177772192013 | 0.0256355544384026 | 0.987182222780799 |
64 | 0.00988745130955174 | 0.0197749026191035 | 0.990112548690448 |
65 | 0.00990554312932386 | 0.0198110862586477 | 0.990094456870676 |
66 | 0.0100607726261258 | 0.0201215452522517 | 0.989939227373874 |
67 | 0.00779385146495207 | 0.0155877029299041 | 0.992206148535048 |
68 | 0.00930301637751573 | 0.0186060327550315 | 0.990696983622484 |
69 | 0.00993371599816939 | 0.0198674319963388 | 0.990066284001831 |
70 | 0.0085678777994515 | 0.017135755598903 | 0.991432122200549 |
71 | 0.00651677834913054 | 0.0130335566982611 | 0.993483221650869 |
72 | 0.00486232154272989 | 0.00972464308545978 | 0.99513767845727 |
73 | 0.00474287632420695 | 0.0094857526484139 | 0.995257123675793 |
74 | 0.00663093869759878 | 0.0132618773951976 | 0.993369061302401 |
75 | 0.0060155697325235 | 0.012031139465047 | 0.993984430267477 |
76 | 0.00448643279550369 | 0.00897286559100738 | 0.995513567204496 |
77 | 0.00394378597175692 | 0.00788757194351384 | 0.996056214028243 |
78 | 0.00315078897241931 | 0.00630157794483862 | 0.996849211027581 |
79 | 0.00243169850777863 | 0.00486339701555726 | 0.997568301492221 |
80 | 0.0019604991135616 | 0.0039209982271232 | 0.998039500886438 |
81 | 0.00140975092030957 | 0.00281950184061914 | 0.99859024907969 |
82 | 0.00135586859792787 | 0.00271173719585574 | 0.998644131402072 |
83 | 0.000988710329657092 | 0.00197742065931418 | 0.999011289670343 |
84 | 0.000711703348403092 | 0.00142340669680618 | 0.999288296651597 |
85 | 0.990126215167667 | 0.0197475696646668 | 0.00987378483233339 |
86 | 0.988513058465685 | 0.0229738830686302 | 0.0114869415343151 |
87 | 0.986202437191642 | 0.0275951256167156 | 0.0137975628083578 |
88 | 0.983179931245256 | 0.0336401375094876 | 0.0168200687547438 |
89 | 0.979063593604804 | 0.0418728127903912 | 0.0209364063951956 |
90 | 0.97633781703209 | 0.0473243659358193 | 0.0236621829679097 |
91 | 0.972433800484596 | 0.0551323990308069 | 0.0275661995154035 |
92 | 0.973877397667156 | 0.0522452046656882 | 0.0261226023328441 |
93 | 0.972948891846446 | 0.0541022163071089 | 0.0270511081535544 |
94 | 0.967120986710078 | 0.0657580265798445 | 0.0328790132899223 |
95 | 0.965566026623216 | 0.0688679467535689 | 0.0344339733767844 |
96 | 0.963342357140802 | 0.0733152857183967 | 0.0366576428591984 |
97 | 0.966373844170093 | 0.0672523116598144 | 0.0336261558299072 |
98 | 0.963341005698835 | 0.0733179886023299 | 0.036658994301165 |
99 | 0.963170133316584 | 0.0736597333668315 | 0.0368298666834157 |
100 | 0.955555213445247 | 0.088889573109506 | 0.044444786554753 |
101 | 0.946472979479065 | 0.107054041041869 | 0.0535270205209347 |
102 | 0.948499375990411 | 0.103001248019178 | 0.051500624009589 |
103 | 0.939305505767843 | 0.121388988464314 | 0.060694494232157 |
104 | 0.949148278344355 | 0.10170344331129 | 0.0508517216556449 |
105 | 0.957222623102496 | 0.0855547537950088 | 0.0427773768975044 |
106 | 0.969940023831865 | 0.0601199523362702 | 0.0300599761681351 |
107 | 0.968111967537549 | 0.063776064924902 | 0.031888032462451 |
108 | 0.96326386434813 | 0.0734722713037389 | 0.0367361356518695 |
109 | 0.963636260515279 | 0.0727274789694424 | 0.0363637394847212 |
110 | 0.957299162159741 | 0.0854016756805187 | 0.0427008378402593 |
111 | 0.95447810324249 | 0.0910437935150202 | 0.0455218967575101 |
112 | 0.949141128927051 | 0.101717742145898 | 0.0508588710729488 |
113 | 0.939464620235594 | 0.121070759528811 | 0.0605353797644057 |
114 | 0.933324180690187 | 0.133351638619627 | 0.0666758193098135 |
115 | 0.941386163227844 | 0.117227673544312 | 0.0586138367721561 |
116 | 0.936644283971971 | 0.126711432056059 | 0.0633557160280294 |
117 | 0.927809077725079 | 0.144381844549842 | 0.072190922274921 |
118 | 0.918171550023212 | 0.163656899953575 | 0.0818284499767875 |
119 | 0.999992905080155 | 1.41898396892685e-05 | 7.09491984463427e-06 |
120 | 0.99998989391638 | 2.02121672405975e-05 | 1.01060836202988e-05 |
121 | 0.999988052231618 | 2.38955367644601e-05 | 1.19477683822301e-05 |
122 | 0.999984076428076 | 3.18471438472945e-05 | 1.59235719236473e-05 |
123 | 0.999979273797708 | 4.14524045845139e-05 | 2.07262022922569e-05 |
124 | 0.999999976198556 | 4.76028886590195e-08 | 2.38014443295097e-08 |
125 | 0.999999987222881 | 2.55542389984992e-08 | 1.27771194992496e-08 |
126 | 0.999999979464299 | 4.10714026668367e-08 | 2.05357013334183e-08 |
127 | 0.999999974568729 | 5.08625417362717e-08 | 2.54312708681359e-08 |
128 | 0.999999961397936 | 7.72041272658559e-08 | 3.8602063632928e-08 |
129 | 0.999999937975833 | 1.24048334498249e-07 | 6.20241672491244e-08 |
130 | 0.999999902157355 | 1.95685290386361e-07 | 9.78426451931807e-08 |
131 | 0.999999845590673 | 3.08818653913011e-07 | 1.54409326956506e-07 |
132 | 0.999999836227554 | 3.2754489220243e-07 | 1.63772446101215e-07 |
133 | 0.999999745984361 | 5.08031277551428e-07 | 2.54015638775714e-07 |
134 | 0.999999748197757 | 5.03604486125207e-07 | 2.51802243062604e-07 |
135 | 0.999999888821422 | 2.22357155904637e-07 | 1.11178577952319e-07 |
136 | 0.999999860623478 | 2.78753044791763e-07 | 1.39376522395881e-07 |
137 | 0.999999781605986 | 4.36788027900611e-07 | 2.18394013950306e-07 |
138 | 0.999999904187823 | 1.9162435467522e-07 | 9.58121773376101e-08 |
139 | 0.999999919396651 | 1.61206697091476e-07 | 8.0603348545738e-08 |
140 | 0.99999987494616 | 2.50107679312284e-07 | 1.25053839656142e-07 |
141 | 0.999999824915462 | 3.50169075775733e-07 | 1.75084537887867e-07 |
142 | 0.999999769996161 | 4.60007678914306e-07 | 2.30003839457153e-07 |
143 | 0.999999661873062 | 6.76253876354891e-07 | 3.38126938177445e-07 |
144 | 0.999999603384123 | 7.93231754257318e-07 | 3.96615877128659e-07 |
145 | 0.999999549311925 | 9.013761495411e-07 | 4.5068807477055e-07 |
146 | 0.999999298825233 | 1.40234953497188e-06 | 7.01174767485939e-07 |
147 | 0.999999714323049 | 5.71353902247213e-07 | 2.85676951123607e-07 |
148 | 0.999999909652093 | 1.80695814598255e-07 | 9.03479072991273e-08 |
149 | 0.999999859299022 | 2.81401956617685e-07 | 1.40700978308842e-07 |
150 | 0.999999804257286 | 3.91485427273801e-07 | 1.957427136369e-07 |
151 | 0.999999839361184 | 3.21277631152987e-07 | 1.60638815576493e-07 |
152 | 0.999999889095495 | 2.21809009412829e-07 | 1.10904504706415e-07 |
153 | 0.999999823994826 | 3.52010348573509e-07 | 1.76005174286755e-07 |
154 | 0.999999932551908 | 1.34896183864496e-07 | 6.74480919322478e-08 |
155 | 0.999999897434687 | 2.05130626002359e-07 | 1.0256531300118e-07 |
156 | 0.999999996559705 | 6.88059051161571e-09 | 3.44029525580785e-09 |
157 | 0.999999994520457 | 1.09590855220979e-08 | 5.47954276104897e-09 |
158 | 0.999999991445591 | 1.71088179638036e-08 | 8.55440898190178e-09 |
159 | 0.999999986695948 | 2.66081048787347e-08 | 1.33040524393674e-08 |
160 | 0.999999979970983 | 4.00580347003071e-08 | 2.00290173501536e-08 |
161 | 0.999999967671232 | 6.46575362817365e-08 | 3.23287681408682e-08 |
162 | 0.999999999989078 | 2.18439843066268e-11 | 1.09219921533134e-11 |
163 | 0.999999999979755 | 4.0490688968506e-11 | 2.0245344484253e-11 |
164 | 0.999999999969129 | 6.17427881971764e-11 | 3.08713940985882e-11 |
165 | 0.999999999956353 | 8.72932497428081e-11 | 4.36466248714041e-11 |
166 | 0.999999999962437 | 7.51252161395655e-11 | 3.75626080697827e-11 |
167 | 0.999999999961336 | 7.73285202651969e-11 | 3.86642601325984e-11 |
168 | 0.999999999973116 | 5.37678033768978e-11 | 2.68839016884489e-11 |
169 | 0.999999999959934 | 8.01328977346414e-11 | 4.00664488673207e-11 |
170 | 0.999999999994171 | 1.16581899645036e-11 | 5.8290949822518e-12 |
171 | 0.999999999992804 | 1.43920113356161e-11 | 7.19600566780804e-12 |
172 | 0.999999999986838 | 2.63243478649933e-11 | 1.31621739324967e-11 |
173 | 0.999999999975528 | 4.89449353220654e-11 | 2.44724676610327e-11 |
174 | 0.999999999958795 | 8.24106747595767e-11 | 4.12053373797884e-11 |
175 | 0.999999999997301 | 5.39824835169176e-12 | 2.69912417584588e-12 |
176 | 0.999999999997274 | 5.45244288115346e-12 | 2.72622144057673e-12 |
177 | 0.999999999999389 | 1.22252451710433e-12 | 6.11262258552165e-13 |
178 | 0.999999999998912 | 2.1764155482128e-12 | 1.0882077741064e-12 |
179 | 0.999999999999743 | 5.13482097062984e-13 | 2.56741048531492e-13 |
180 | 0.999999999999553 | 8.93396189081892e-13 | 4.46698094540946e-13 |
181 | 0.99999999999932 | 1.36094377431801e-12 | 6.80471887159004e-13 |
182 | 0.999999999999545 | 9.10584463229591e-13 | 4.55292231614795e-13 |
183 | 0.999999999999075 | 1.84929974828222e-12 | 9.24649874141109e-13 |
184 | 0.999999999998272 | 3.45591589624522e-12 | 1.72795794812261e-12 |
185 | 0.999999999999502 | 9.95954625942325e-13 | 4.97977312971163e-13 |
186 | 0.999999999998985 | 2.03066388877713e-12 | 1.01533194438857e-12 |
187 | 0.999999999998191 | 3.61838498655837e-12 | 1.80919249327919e-12 |
188 | 0.999999999996398 | 7.20350532195981e-12 | 3.6017526609799e-12 |
189 | 0.999999999994852 | 1.02955068956696e-11 | 5.14775344783481e-12 |
190 | 0.99999999998978 | 2.04401446755591e-11 | 1.02200723377795e-11 |
191 | 0.999999999989815 | 2.03697798355771e-11 | 1.01848899177886e-11 |
192 | 0.999999999982501 | 3.49986088533811e-11 | 1.74993044266906e-11 |
193 | 0.999999999969816 | 6.03669744380155e-11 | 3.01834872190078e-11 |
194 | 0.99999999998289 | 3.42204474534869e-11 | 1.71102237267434e-11 |
195 | 0.999999999966098 | 6.78036585040327e-11 | 3.39018292520164e-11 |
196 | 0.999999999956231 | 8.75387033267956e-11 | 4.37693516633978e-11 |
197 | 0.999999999941458 | 1.1708300131865e-10 | 5.8541500659325e-11 |
198 | 0.999999999994391 | 1.12184642075598e-11 | 5.60923210377992e-12 |
199 | 0.999999999993167 | 1.36653927817379e-11 | 6.83269639086895e-12 |
200 | 0.999999999989844 | 2.03126388701078e-11 | 1.01563194350539e-11 |
201 | 0.999999999982212 | 3.55763876212185e-11 | 1.77881938106093e-11 |
202 | 0.999999999979237 | 4.15261805323759e-11 | 2.0763090266188e-11 |
203 | 0.999999999958151 | 8.36982474845468e-11 | 4.18491237422734e-11 |
204 | 0.999999999938118 | 1.23764256147335e-10 | 6.18821280736676e-11 |
205 | 0.999999999895509 | 2.0898195248059e-10 | 1.04490976240295e-10 |
206 | 0.999999999798822 | 4.02355684098089e-10 | 2.01177842049045e-10 |
207 | 0.999999999684853 | 6.30294825589703e-10 | 3.15147412794852e-10 |
208 | 0.999999999432161 | 1.1356771236597e-09 | 5.6783856182985e-10 |
209 | 0.99999999923041 | 1.53917893945612e-09 | 7.69589469728062e-10 |
210 | 0.999999999589576 | 8.20848331264931e-10 | 4.10424165632466e-10 |
211 | 0.999999999313577 | 1.37284531312375e-09 | 6.86422656561873e-10 |
212 | 0.999999998794317 | 2.41136509045772e-09 | 1.20568254522886e-09 |
213 | 0.999999997655847 | 4.68830643959715e-09 | 2.34415321979858e-09 |
214 | 0.999999996205192 | 7.58961522968922e-09 | 3.79480761484461e-09 |
215 | 0.999999994447125 | 1.11057509304474e-08 | 5.5528754652237e-09 |
216 | 0.999999993662856 | 1.26742875253226e-08 | 6.33714376266132e-09 |
217 | 0.999999988064011 | 2.3871978141574e-08 | 1.1935989070787e-08 |
218 | 0.999999994712886 | 1.05742273923731e-08 | 5.28711369618655e-09 |
219 | 0.999999990914206 | 1.81715889500524e-08 | 9.08579447502622e-09 |
220 | 0.999999984906878 | 3.01862444768052e-08 | 1.50931222384026e-08 |
221 | 0.999999978834506 | 4.23309870586381e-08 | 2.11654935293191e-08 |
222 | 0.999999977764471 | 4.44710589422483e-08 | 2.22355294711242e-08 |
223 | 0.999999967277878 | 6.5444244076843e-08 | 3.27221220384215e-08 |
224 | 0.999999938646307 | 1.22707385623197e-07 | 6.13536928115985e-08 |
225 | 0.999999909842435 | 1.80315130839906e-07 | 9.0157565419953e-08 |
226 | 0.999999919992056 | 1.60015888576839e-07 | 8.00079442884197e-08 |
227 | 0.999999938539909 | 1.22920182217059e-07 | 6.14600911085295e-08 |
228 | 0.99999987951462 | 2.40970759770133e-07 | 1.20485379885066e-07 |
229 | 0.999999848626797 | 3.02746405221623e-07 | 1.51373202610811e-07 |
230 | 0.999999972685724 | 5.46285517564703e-08 | 2.73142758782352e-08 |
231 | 0.999999952356593 | 9.52868140266402e-08 | 4.76434070133201e-08 |
232 | 0.999999903427688 | 1.9314462484659e-07 | 9.65723124232952e-08 |
233 | 0.99999989031732 | 2.19365359554777e-07 | 1.09682679777389e-07 |
234 | 0.999999783512619 | 4.32974762148537e-07 | 2.16487381074268e-07 |
235 | 0.999999604530004 | 7.90939992504704e-07 | 3.95469996252352e-07 |
236 | 0.999999241476269 | 1.51704746299831e-06 | 7.58523731499155e-07 |
237 | 0.999999349405781 | 1.30118843892535e-06 | 6.50594219462674e-07 |
238 | 0.999999431531205 | 1.13693758943178e-06 | 5.6846879471589e-07 |
239 | 0.999998935865212 | 2.12826957585066e-06 | 1.06413478792533e-06 |
240 | 0.999998045997092 | 3.90800581629577e-06 | 1.95400290814788e-06 |
241 | 0.999996373143355 | 7.25371329047897e-06 | 3.62685664523949e-06 |
242 | 0.999993473458489 | 1.30530830213286e-05 | 6.52654151066429e-06 |
243 | 0.999988533576018 | 2.29328479638889e-05 | 1.14664239819444e-05 |
244 | 0.999979476225095 | 4.10475498092795e-05 | 2.05237749046397e-05 |
245 | 0.999962909452035 | 7.41810959305891e-05 | 3.70905479652946e-05 |
246 | 0.999932642556718 | 0.000134714886564272 | 6.73574432821362e-05 |
247 | 0.999902660939492 | 0.000194678121015059 | 9.73390605075293e-05 |
248 | 0.999823809224224 | 0.000352381551551342 | 0.000176190775775671 |
249 | 0.999779452410397 | 0.000441095179206614 | 0.000220547589603307 |
250 | 0.99989028096502 | 0.000219438069959326 | 0.000109719034979663 |
251 | 0.999815300803388 | 0.000369398393223833 | 0.000184699196611916 |
252 | 0.999711201538219 | 0.000577596923562812 | 0.000288798461781406 |
253 | 0.999473937993705 | 0.00105212401259048 | 0.00052606200629524 |
254 | 0.999145390549113 | 0.00170921890177476 | 0.000854609450887381 |
255 | 0.99873377218198 | 0.00253245563603971 | 0.00126622781801986 |
256 | 0.998169526515053 | 0.00366094696989497 | 0.00183047348494748 |
257 | 0.997424522241104 | 0.00515095551779136 | 0.00257547775889568 |
258 | 0.995681971132447 | 0.00863605773510577 | 0.00431802886755289 |
259 | 0.993270175021917 | 0.0134596499561666 | 0.00672982497808328 |
260 | 0.988933841279661 | 0.0221323174406781 | 0.0110661587203391 |
261 | 0.984587871899618 | 0.0308242562007633 | 0.0154121281003816 |
262 | 0.980851539696326 | 0.0382969206073484 | 0.0191484603036742 |
263 | 0.9766887027123 | 0.0466225945754002 | 0.0233112972877001 |
264 | 0.966982669643243 | 0.0660346607135131 | 0.0330173303567566 |
265 | 0.968470240371858 | 0.0630595192562845 | 0.0315297596281422 |
266 | 0.955888923097987 | 0.0882221538040266 | 0.0441110769020133 |
267 | 0.931418917567069 | 0.137162164865863 | 0.0685810824329314 |
268 | 0.896071581261913 | 0.207856837476173 | 0.103928418738087 |
269 | 0.956534599741281 | 0.0869308005174385 | 0.0434654002587193 |
270 | 0.931383374900983 | 0.137233250198034 | 0.068616625099017 |
271 | 0.895656430398754 | 0.208687139202492 | 0.104343569601246 |
272 | 0.848115861540253 | 0.303768276919493 | 0.151884138459747 |
273 | 0.830889133195401 | 0.338221733609199 | 0.169110866804599 |
274 | 0.834858265710256 | 0.330283468579487 | 0.165141734289744 |
275 | 0.921299704168556 | 0.157400591662889 | 0.0787002958314444 |
276 | 0.839132018459178 | 0.321735963081643 | 0.160867981540822 |
277 | 0.701303030350708 | 0.597393939298585 | 0.298696969649292 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 161 | 0.605263157894737 | NOK |
5% type I error level | 211 | 0.793233082706767 | NOK |
10% type I error level | 238 | 0.894736842105263 | NOK |