Multiple Linear Regression - Estimated Regression Equation |
totseconds[t] = + 2106.06835575672 + 0.271102531831865totsize[t] + 1.58232628420437totrevisions[t] + 490.591435806117tothyperlinks[t] -68.5589562509185totblogs[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) | 2106.06835575672 | 2067.624133 | 1.0186 | 0.309263 | 0.154631 |
totsize | 0.271102531831865 | 0.051258 | 5.289 | 0 | 0 |
totrevisions | 1.58232628420437 | 0.261331 | 6.0549 | 0 | 0 |
tothyperlinks | 490.591435806117 | 389.807507 | 1.2585 | 0.209227 | 0.104614 |
totblogs | -68.5589562509185 | 403.037552 | -0.1701 | 0.865048 | 0.432524 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.918486631609826 |
R-squared | 0.843617692445964 |
Adjusted R-squared | 0.841415124733935 |
F-TEST (value) | 383.015554000358 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 284 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 19636.8839887375 |
Sum Squared Residuals | 109512448431.546 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 146283 | 131524.242404531 | 14758.7575954692 |
2 | 98364 | 97612.0791176069 | 751.920882393083 |
3 | 86146 | 88358.377501434 | -2212.37750143403 |
4 | 96933 | 137808.37720623 | -40875.3772062298 |
5 | 79234 | 52011.8244519815 | 27222.1755480185 |
6 | 42551 | 51834.1083527399 | -9283.10835273986 |
7 | 195663 | 150746.767251407 | 44916.2327485931 |
8 | 6853 | 12410.4029042458 | -5557.40290424581 |
9 | 21529 | 26922.7756332153 | -5393.77563321531 |
10 | 95757 | 111934.486799651 | -16177.4867996511 |
11 | 85584 | 77469.6483498312 | 8114.35165016878 |
12 | 143983 | 106319.557988264 | 37663.4420117356 |
13 | 75851 | 84516.3286626434 | -8665.32866264342 |
14 | 59238 | 57381.0874450246 | 1856.91255497535 |
15 | 93163 | 108716.027427434 | -15553.0274274344 |
16 | 96037 | 66125.7999271546 | 29911.2000728454 |
17 | 151511 | 134824.030997656 | 16686.9690023439 |
18 | 136368 | 145795.216316235 | -9427.21631623518 |
19 | 112642 | 96968.2747450598 | 15673.7252549402 |
20 | 94728 | 123421.72723939 | -28693.7272393903 |
21 | 105499 | 122771.18124573 | -17272.1812457305 |
22 | 121527 | 136802.514506069 | -15275.514506069 |
23 | 127766 | 96238.4334638669 | 31527.5665361331 |
24 | 98958 | 75969.9897795683 | 22988.0102204317 |
25 | 77900 | 100526.175859847 | -22626.1758598474 |
26 | 85646 | 115067.56439104 | -29421.5643910396 |
27 | 98579 | 101810.055242663 | -3231.05524266317 |
28 | 130767 | 102267.24361984 | 28499.7563801598 |
29 | 131741 | 107534.14039563 | 24206.8596043698 |
30 | 53907 | 46795.6160618534 | 7111.38393814659 |
31 | 178812 | 95652.3839406606 | 83159.6160593394 |
32 | 146761 | 144179.886132489 | 2581.11386751067 |
33 | 82036 | 92221.3409889466 | -10185.3409889466 |
34 | 163253 | 123479.74672732 | 39773.2532726799 |
35 | 27032 | 34530.2052941689 | -7498.20529416891 |
36 | 171975 | 158896.845154889 | 13078.1548451115 |
37 | 65990 | 37370.8570610329 | 28619.1429389671 |
38 | 86572 | 51821.7885789076 | 34750.2114210924 |
39 | 159676 | 103800.797953209 | 55875.2020467907 |
40 | 1929 | 3445.99000792869 | -1516.99000792869 |
41 | 85371 | 78498.7790073445 | 6872.22099265546 |
42 | 58391 | 47706.3912864246 | 10684.6087135754 |
43 | 31580 | 40492.6965131034 | -8912.69651310344 |
44 | 136815 | 123359.209446223 | 13455.7905537774 |
45 | 120642 | 100655.887523468 | 19986.1124765324 |
46 | 69107 | 75238.9305930452 | -6131.93059304523 |
47 | 50495 | 65817.9407632478 | -15322.9407632478 |
48 | 108016 | 89969.9762658555 | 18046.0237341445 |
49 | 46341 | 58477.26951963 | -12136.2695196301 |
50 | 78348 | 50520.8079619121 | 27827.1920380879 |
51 | 79336 | 77023.700394927 | 2312.29960507295 |
52 | 56968 | 32479.5683230477 | 24488.4316769523 |
53 | 93176 | 107001.800483036 | -13825.8004830364 |
54 | 161632 | 135319.397269779 | 26312.6027302209 |
55 | 87850 | 102193.873548198 | -14343.8735481975 |
56 | 127969 | 99576.5554928387 | 28392.4445071613 |
57 | 15049 | 10936.1427866893 | 4112.85721331072 |
58 | 155135 | 121443.573214306 | 33691.4267856945 |
59 | 25109 | 25485.036584358 | -376.036584358039 |
60 | 45824 | 33851.426502937 | 11972.573497063 |
61 | 102996 | 111385.557264602 | -8389.55726460238 |
62 | 160604 | 146272.596740116 | 14331.4032598841 |
63 | 158051 | 120844.542504461 | 37206.4574955393 |
64 | 44547 | 30813.3220128857 | 13733.6779871143 |
65 | 162647 | 187066.037222757 | -24419.0372227575 |
66 | 174141 | 164909.76898937 | 9231.23101063046 |
67 | 60622 | 78501.4050983633 | -17879.4050983633 |
68 | 179566 | 139005.371697358 | 40560.6283026419 |
69 | 184301 | 196643.932140364 | -12342.932140364 |
70 | 75661 | 58450.7386729727 | 17210.2613270273 |
71 | 96144 | 104201.363159484 | -8057.36315948353 |
72 | 129847 | 121353.950571522 | 8493.04942847777 |
73 | 117286 | 88256.2230809264 | 29029.7769190736 |
74 | 71180 | 105398.559112432 | -34218.5591124317 |
75 | 109377 | 102709.88075104 | 6667.11924895995 |
76 | 85298 | 115056.00094286 | -29758.00094286 |
77 | 73631 | 83813.1582508132 | -10182.1582508132 |
78 | 86767 | 81277.0666335663 | 5489.93336643375 |
79 | 23824 | 24037.3239820185 | -213.323982018455 |
80 | 93487 | 84353.7052931803 | 9133.29470681968 |
81 | 82981 | 105904.706091906 | -22923.7060919059 |
82 | 73815 | 99152.7018207135 | -25337.7018207135 |
83 | 94552 | 111687.606320894 | -17135.606320894 |
84 | 132190 | 122191.950418341 | 9998.04958165864 |
85 | 128754 | 107022.076015075 | 21731.9239849248 |
86 | 66363 | 83972.6439449285 | -17609.6439449285 |
87 | 67808 | 74880.6755597747 | -7072.67555977475 |
88 | 61724 | 55857.1999602451 | 5866.80003975487 |
89 | 131722 | 120155.322293964 | 11566.6777060363 |
90 | 68580 | 43899.0857304966 | 24680.9142695034 |
91 | 106175 | 119020.349037069 | -12845.3490370685 |
92 | 55792 | 54933.2004397837 | 858.799560216253 |
93 | 25157 | 24997.9814662045 | 159.018533795545 |
94 | 76669 | 114617.485877706 | -37948.4858777061 |
95 | 57283 | 40865.1077541905 | 16417.8922458095 |
96 | 105805 | 83499.7683591139 | 22305.2316408861 |
97 | 129484 | 87768.7440366276 | 41715.2559633724 |
98 | 72413 | 153175.77349046 | -80762.7734904597 |
99 | 87831 | 59998.5288399215 | 27832.4711600785 |
100 | 96971 | 140681.63950171 | -43710.6395017105 |
101 | 71299 | 55076.5189092832 | 16222.4810907168 |
102 | 77494 | 79991.2907105391 | -2497.29071053913 |
103 | 120336 | 135820.721001548 | -15484.721001548 |
104 | 93913 | 116195.903585461 | -22282.903585461 |
105 | 136048 | 152944.927371021 | -16896.9273710214 |
106 | 181248 | 182219.527369705 | -971.527369704942 |
107 | 146123 | 139758.619396803 | 6364.38060319745 |
108 | 32036 | 36757.7098353804 | -4721.70983538039 |
109 | 186646 | 221655.466273926 | -35009.4662739257 |
110 | 102255 | 118927.364083466 | -16672.3640834662 |
111 | 168237 | 154704.37283197 | 13532.6271680298 |
112 | 64219 | 47282.8209018508 | 16936.1790981492 |
113 | 19630 | 46369.8510612757 | -26739.8510612757 |
114 | 76825 | 67659.1174663913 | 9165.88253360868 |
115 | 115338 | 158445.789242398 | -43107.7892423979 |
116 | 109427 | 118595.247873466 | -9168.24787346621 |
117 | 118168 | 115393.653631937 | 2774.34636806254 |
118 | 84845 | 62361.7854677776 | 22483.2145322224 |
119 | 153197 | 113788.120168878 | 39408.8798311215 |
120 | 29877 | 37439.8859264419 | -7562.88592644187 |
121 | 63506 | 68109.5627930646 | -4603.56279306459 |
122 | 22445 | 25708.6092951692 | -3263.60929516919 |
123 | 47695 | 52909.5268179619 | -5214.52681796186 |
124 | 68370 | 74963.5337917937 | -6593.53379179369 |
125 | 146304 | 111060.964761438 | 35243.0352385616 |
126 | 38233 | 24759.9111289664 | 13473.0888710336 |
127 | 42071 | 34303.4045868631 | 7767.59541313685 |
128 | 50517 | 80729.2026428432 | -30212.2026428432 |
129 | 103950 | 117038.137123066 | -13088.137123066 |
130 | 5841 | 7441.66704368415 | -1600.66704368415 |
131 | 2341 | 6719.96702689609 | -4378.96702689609 |
132 | 84396 | 97938.1786513559 | -13542.1786513559 |
133 | 24610 | 28407.8767467657 | -3797.87674676571 |
134 | 35753 | 45427.9936238043 | -9674.99362380428 |
135 | 55515 | 79191.2080522363 | -23676.2080522363 |
136 | 209056 | 144322.872930469 | 64733.1270695308 |
137 | 6622 | 4560.81722275483 | 2061.18277724517 |
138 | 115814 | 84881.0747121441 | 30932.9252878559 |
139 | 11609 | 30184.7585369184 | -18575.7585369184 |
140 | 13155 | 28702.5356191551 | -15547.5356191551 |
141 | 18274 | 15598.074558155 | 2675.92544184503 |
142 | 72875 | 74207.9434673759 | -1332.94346737593 |
143 | 10112 | 15243.8713899212 | -5131.8713899212 |
144 | 142775 | 101069.43016146 | 41705.56983854 |
145 | 68847 | 99230.7594542156 | -30383.7594542156 |
146 | 17659 | 25193.3117249096 | -7534.31172490958 |
147 | 20112 | 48883.7371114028 | -28771.7371114028 |
148 | 61023 | 79822.8023077641 | -18799.8023077641 |
149 | 13983 | 14224.4025649787 | -241.402564978693 |
150 | 65176 | 71305.6008804072 | -6129.60088040717 |
151 | 132432 | 128988.664504375 | 3443.33549562478 |
152 | 112494 | 121640.786239079 | -9146.78623907924 |
153 | 45109 | 36051.7272927513 | 9057.27270724873 |
154 | 170875 | 149143.91276699 | 21731.0872330099 |
155 | 180759 | 115981.917892224 | 64777.0821077759 |
156 | 214921 | 221438.781298561 | -6517.78129856088 |
157 | 100226 | 84672.118539165 | 15553.881460835 |
158 | 32043 | 37458.4484910918 | -5415.44849109175 |
159 | 54454 | 46316.5279080012 | 8137.47209199877 |
160 | 78876 | 95793.0952292479 | -16917.0952292479 |
161 | 170745 | 141940.969451964 | 28804.0305480361 |
162 | 6940 | 37829.6890772979 | -30889.6890772979 |
163 | 49025 | 64357.2529132943 | -15332.2529132943 |
164 | 122037 | 150186.85324079 | -28149.85324079 |
165 | 53782 | 64492.8301820452 | -10710.8301820452 |
166 | 127748 | 115036.26336699 | 12711.7366330096 |
167 | 86839 | 86446.6314788428 | 392.368521157221 |
168 | 44830 | 67801.0845402958 | -22971.0845402958 |
169 | 77395 | 55066.5464989681 | 22328.4535010319 |
170 | 89324 | 67193.7221061782 | 22130.2778938218 |
171 | 103300 | 95165.9352563932 | 8134.06474360681 |
172 | 112283 | 153441.389314548 | -41158.3893145479 |
173 | 10901 | 23460.888292439 | -12559.8882924391 |
174 | 120691 | 136121.260659921 | -15430.2606599214 |
175 | 58106 | 99288.7129171537 | -41182.7129171537 |
176 | 57140 | 44100.9156920024 | 13039.0843079976 |
177 | 122422 | 137167.927820453 | -14745.9278204529 |
178 | 25899 | 25077.2864971589 | 821.713502841087 |
179 | 139296 | 153401.4245343 | -14105.4245343003 |
180 | 52678 | 35364.3732388434 | 17313.6267611566 |
181 | 23853 | 33930.8774289742 | -10077.8774289742 |
182 | 17306 | 22428.3567311532 | -5122.35673115319 |
183 | 7953 | 9116.58507963806 | -1163.58507963806 |
184 | 89455 | 83543.4107631849 | 5911.58923681507 |
185 | 147866 | 107187.902508218 | 40678.0974917822 |
186 | 4245 | 5963.72920943711 | -1718.72920943711 |
187 | 21509 | 12573.1127418663 | 8935.88725813368 |
188 | 7670 | 8642.33759780944 | -972.337597809435 |
189 | 66675 | 52033.4216863724 | 14641.5783136276 |
190 | 14336 | 23881.8507033801 | -9545.85070338014 |
191 | 53608 | 73715.1988896365 | -20107.1988896365 |
192 | 30059 | 31090.8477439611 | -1031.84774396106 |
193 | 29668 | 37356.5837505099 | -7688.58375050987 |
194 | 22097 | 30856.2508120981 | -8759.25081209808 |
195 | 96841 | 84758.2004869227 | 12082.7995130773 |
196 | 41907 | 61006.7739334257 | -19099.7739334257 |
197 | 27080 | 33139.1066459757 | -6059.10664597569 |
198 | 35885 | 57951.9843877123 | -22066.9843877123 |
199 | 41247 | 50120.3626096736 | -8873.36260967358 |
200 | 28313 | 62048.6360308404 | -33735.6360308404 |
201 | 36845 | 43625.7200862569 | -6780.72008625693 |
202 | 16548 | 19255.894721953 | -2707.89472195297 |
203 | 36134 | 42304.4392942741 | -6170.43929427414 |
204 | 55764 | 46704.9004270712 | 9059.09957292882 |
205 | 28910 | 35640.9372201482 | -6730.93722014823 |
206 | 13339 | 15315.3822842041 | -1976.38228420412 |
207 | 25319 | 32908.7624743161 | -7589.76247431611 |
208 | 66956 | 50935.7862293129 | 16020.2137706871 |
209 | 47487 | 42157.3975027707 | 5329.60249722925 |
210 | 52785 | 36834.4753818112 | 15950.5246181888 |
211 | 44683 | 31007.8922094962 | 13675.1077905038 |
212 | 35619 | 36249.6551373717 | -630.655137371733 |
213 | 21920 | 29973.9088588953 | -8053.90885889525 |
214 | 45608 | 36557.8344978718 | 9050.1655021282 |
215 | 7721 | 23010.8605063269 | -15289.8605063269 |
216 | 20634 | 22044.1180558314 | -1410.11805583138 |
217 | 29788 | 26996.4150186208 | 2791.58498137922 |
218 | 31931 | 29815.1413961427 | 2115.85860385732 |
219 | 37754 | 29895.540094845 | 7858.45990515502 |
220 | 32505 | 17671.8645258728 | 14833.1354741272 |
221 | 40557 | 39181.3984038608 | 1375.60159613921 |
222 | 94238 | 61275.6809604686 | 32962.3190395314 |
223 | 44197 | 50441.9065615484 | -6244.90656154843 |
224 | 43228 | 39833.2450265839 | 3394.75497341614 |
225 | 4103 | 7786.63614153065 | -3683.63614153065 |
226 | 44144 | 42855.0207665446 | 1288.97923345543 |
227 | 32868 | 30340.3444814815 | 2527.65551851851 |
228 | 27640 | 60014.2918843599 | -32374.2918843599 |
229 | 14063 | 30498.3525225676 | -16435.3525225676 |
230 | 28990 | 42711.531526544 | -13721.531526544 |
231 | 4694 | 5719.82771647381 | -1025.82771647381 |
232 | 42648 | 40269.0557310128 | 2378.94426898721 |
233 | 64329 | 47088.2313504067 | 17240.7686495933 |
234 | 21928 | 24189.0009943978 | -2261.0009943978 |
235 | 25836 | 47348.68979525 | -21512.68979525 |
236 | 22779 | 36570.1168895921 | -13791.1168895921 |
237 | 40820 | 32603.4417427032 | 8216.55825729681 |
238 | 27530 | 24408.3295108725 | 3121.67048912746 |
239 | 32378 | 32251.6607468358 | 126.339253164198 |
240 | 10824 | 25941.8706523671 | -15117.8706523671 |
241 | 39613 | 38664.9314700294 | 948.068529970597 |
242 | 60865 | 76886.4028882988 | -16021.4028882988 |
243 | 19787 | 27822.0199475887 | -8035.01994758869 |
244 | 20107 | 33529.8740043298 | -13422.8740043298 |
245 | 36605 | 38130.7535467238 | -1525.75354672382 |
246 | 40961 | 42297.4616554479 | -1336.46165544792 |
247 | 48231 | 50419.525162529 | -2188.52516252898 |
248 | 39725 | 25384.1223804074 | 14340.8776195926 |
249 | 21455 | 32795.0288804701 | -11340.0288804701 |
250 | 23430 | 38822.1586454319 | -15392.1586454319 |
251 | 62991 | 47179.7357725975 | 15811.2642274025 |
252 | 49363 | 51226.5896271568 | -1863.58962715681 |
253 | 9604 | 10314.1758903992 | -710.17589039924 |
254 | 24552 | 31024.7106938909 | -6472.71069389086 |
255 | 31493 | 26935.1262069538 | 4557.87379304619 |
256 | 3439 | 7050.96106524057 | -3611.96106524057 |
257 | 19555 | 27024.121608538 | -7469.12160853802 |
258 | 21228 | 28297.7765769003 | -7069.77657690033 |
259 | 23177 | 19569.0596428976 | 3607.94035710242 |
260 | 22094 | 17897.8441628513 | 4196.15583714874 |
261 | 2342 | 5915.06105807667 | -3573.06105807667 |
262 | 38798 | 39649.5563257378 | -851.556325737797 |
263 | 3255 | 6810.35597544038 | -3555.35597544038 |
264 | 24261 | 34443.4460409459 | -10182.4460409459 |
265 | 18511 | 32803.6564432489 | -14292.6564432489 |
266 | 40798 | 35216.5746485727 | 5581.42535142726 |
267 | 28893 | 38321.2263296928 | -9428.22632969281 |
268 | 21425 | 31457.2026826367 | -10032.2026826367 |
269 | 50276 | 38760.1348817486 | 11515.8651182514 |
270 | 37643 | 49977.2977755909 | -12334.2977755909 |
271 | 30377 | 39392.981103434 | -9015.98110343403 |
272 | 27126 | 27958.4555606064 | -832.455560606399 |
273 | 13 | 3288.36628147314 | -3275.36628147314 |
274 | 42097 | 38121.7638546556 | 3975.23614534439 |
275 | 24451 | 24248.3134257757 | 202.686574224277 |
276 | 14335 | 18270.3080281195 | -3935.30802811945 |
277 | 5084 | 13357.2394809319 | -8273.23948093187 |
278 | 9927 | 11708.6752170434 | -1781.67521704335 |
279 | 43527 | 38529.4095994334 | 4997.59040056658 |
280 | 27184 | 30487.3303123197 | -3303.33031231966 |
281 | 21610 | 30304.938876525 | -8694.93887652495 |
282 | 20484 | 37094.6962880235 | -16610.6962880235 |
283 | 20156 | 28900.3574576412 | -8744.35745764122 |
284 | 6012 | 7340.44828663896 | -1328.44828663896 |
285 | 18475 | 21525.868853933 | -3050.868853933 |
286 | 12645 | 24389.7649373222 | -11744.7649373222 |
287 | 11017 | 15906.1241867491 | -4889.12418674908 |
288 | 37623 | 57012.7772071319 | -19389.7772071319 |
289 | 35873 | 28853.9212154729 | 7019.07878452713 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.828742633931649 | 0.342514732136702 | 0.171257366068351 |
9 | 0.722381707208148 | 0.555236585583705 | 0.277618292791852 |
10 | 0.830738402727203 | 0.338523194545594 | 0.169261597272797 |
11 | 0.771378770083462 | 0.457242459833077 | 0.228621229916538 |
12 | 0.70423992608675 | 0.5915201478265 | 0.29576007391325 |
13 | 0.716400457319574 | 0.567199085360851 | 0.283599542680426 |
14 | 0.628035288540539 | 0.743929422918923 | 0.371964711459461 |
15 | 0.708639427251671 | 0.582721145496658 | 0.291360572748329 |
16 | 0.684986478056074 | 0.630027043887852 | 0.315013521943926 |
17 | 0.62034102423465 | 0.759317951530699 | 0.37965897576535 |
18 | 0.577855532984895 | 0.84428893403021 | 0.422144467015105 |
19 | 0.579248706942752 | 0.841502586114497 | 0.420751293057248 |
20 | 0.861403684773731 | 0.277192630452539 | 0.13859631522627 |
21 | 0.847331945724018 | 0.305336108551963 | 0.152668054275982 |
22 | 0.83148623009462 | 0.337027539810759 | 0.16851376990538 |
23 | 0.821963155419591 | 0.356073689160817 | 0.178036844580409 |
24 | 0.832616044105315 | 0.33476791178937 | 0.167383955894685 |
25 | 0.834225617511276 | 0.331548764977449 | 0.165774382488724 |
26 | 0.89839415760696 | 0.203211684786081 | 0.10160584239304 |
27 | 0.868749631343434 | 0.262500737313132 | 0.131250368656566 |
28 | 0.883059432599788 | 0.233881134800424 | 0.116940567400212 |
29 | 0.885815190384295 | 0.22836961923141 | 0.114184809615705 |
30 | 0.856103947401361 | 0.287792105197278 | 0.143896052598639 |
31 | 0.994434023485705 | 0.0111319530285901 | 0.00556597651429506 |
32 | 0.993698540398635 | 0.01260291920273 | 0.00630145960136501 |
33 | 0.99457179863843 | 0.0108564027231401 | 0.00542820136157003 |
34 | 0.996845118161378 | 0.00630976367724306 | 0.00315488183862153 |
35 | 0.995446416726108 | 0.00910716654778302 | 0.00455358327389151 |
36 | 0.993827173112696 | 0.0123456537746073 | 0.00617282688730364 |
37 | 0.994146386184576 | 0.0117072276308486 | 0.00585361381542429 |
38 | 0.995299859659728 | 0.0094002806805445 | 0.00470014034027225 |
39 | 0.999301655979921 | 0.00139668804015833 | 0.000698344020079167 |
40 | 0.999124813700441 | 0.00175037259911873 | 0.000875186299559367 |
41 | 0.998757346891564 | 0.00248530621687104 | 0.00124265310843552 |
42 | 0.998230826366986 | 0.00353834726602739 | 0.0017691736330137 |
43 | 0.998241281414425 | 0.00351743717114944 | 0.00175871858557472 |
44 | 0.997609709782639 | 0.00478058043472166 | 0.00239029021736083 |
45 | 0.997004903838314 | 0.00599019232337249 | 0.00299509616168625 |
46 | 0.996345636414283 | 0.00730872717143475 | 0.00365436358571738 |
47 | 0.9965709973181 | 0.00685800536380036 | 0.00342900268190018 |
48 | 0.996320588468142 | 0.00735882306371519 | 0.00367941153185759 |
49 | 0.995802497719457 | 0.00839500456108563 | 0.00419750228054281 |
50 | 0.996880015809882 | 0.00623996838023534 | 0.00311998419011767 |
51 | 0.995710828423131 | 0.00857834315373769 | 0.00428917157686884 |
52 | 0.995674672478041 | 0.00865065504391765 | 0.00432532752195882 |
53 | 0.99585706822709 | 0.00828586354581964 | 0.00414293177290982 |
54 | 0.996176860298397 | 0.00764627940320625 | 0.00382313970160313 |
55 | 0.996237283943905 | 0.00752543211219031 | 0.00376271605609515 |
56 | 0.996603027368324 | 0.00679394526335205 | 0.00339697263167603 |
57 | 0.99543871992714 | 0.00912256014572032 | 0.00456128007286016 |
58 | 0.996506921096113 | 0.00698615780777335 | 0.00349307890388668 |
59 | 0.995376508308751 | 0.00924698338249773 | 0.00462349169124887 |
60 | 0.994072531966612 | 0.0118549360667769 | 0.00592746803338844 |
61 | 0.993011380053334 | 0.0139772398933317 | 0.00698861994666583 |
62 | 0.991689814456171 | 0.016620371087658 | 0.00831018554382899 |
63 | 0.99423540466499 | 0.0115291906700193 | 0.00576459533500964 |
64 | 0.992899420698739 | 0.0142011586025218 | 0.00710057930126089 |
65 | 0.994308826556337 | 0.0113823468873269 | 0.00569117344366345 |
66 | 0.992956393090734 | 0.0140872138185318 | 0.0070436069092659 |
67 | 0.993515547260482 | 0.0129689054790353 | 0.00648445273951765 |
68 | 0.996805638142152 | 0.00638872371569534 | 0.00319436185784767 |
69 | 0.996346667288298 | 0.00730666542340331 | 0.00365333271170165 |
70 | 0.995704835531822 | 0.00859032893635525 | 0.00429516446817763 |
71 | 0.994920241225156 | 0.0101595175496876 | 0.00507975877484381 |
72 | 0.993667120898872 | 0.0126657582022569 | 0.00633287910112847 |
73 | 0.994812919243632 | 0.0103741615127355 | 0.00518708075636776 |
74 | 0.997684654750778 | 0.0046306904984446 | 0.0023153452492223 |
75 | 0.996990248088808 | 0.00601950382238445 | 0.00300975191119223 |
76 | 0.998157566728652 | 0.00368486654269563 | 0.00184243327134782 |
77 | 0.997853617666125 | 0.00429276466774973 | 0.00214638233387487 |
78 | 0.997187607600031 | 0.00562478479993775 | 0.00281239239996888 |
79 | 0.996408461689039 | 0.00718307662192122 | 0.00359153831096061 |
80 | 0.995469716783073 | 0.00906056643385389 | 0.00453028321692694 |
81 | 0.99598078568507 | 0.00803842862986064 | 0.00401921431493032 |
82 | 0.996810307385801 | 0.00637938522839866 | 0.00318969261419933 |
83 | 0.996575845169763 | 0.00684830966047382 | 0.00342415483023691 |
84 | 0.99578341923871 | 0.00843316152257932 | 0.00421658076128966 |
85 | 0.995630998162076 | 0.00873800367584773 | 0.00436900183792387 |
86 | 0.995674226772531 | 0.00865154645493879 | 0.0043257732274694 |
87 | 0.994744478545985 | 0.0105110429080309 | 0.00525552145401547 |
88 | 0.993309579392544 | 0.0133808412149118 | 0.00669042060745591 |
89 | 0.992097966112126 | 0.0158040677757477 | 0.00790203388787384 |
90 | 0.992545408899154 | 0.0149091822016917 | 0.00745459110084584 |
91 | 0.991531644229127 | 0.0169367115417452 | 0.00846835577087261 |
92 | 0.989411980675693 | 0.0211760386486132 | 0.0105880193243066 |
93 | 0.986797552490696 | 0.026404895018608 | 0.013202447509304 |
94 | 0.992821185200522 | 0.0143576295989562 | 0.00717881479947811 |
95 | 0.991926595955868 | 0.0161468080882647 | 0.00807340404413237 |
96 | 0.991970944881005 | 0.0160581102379895 | 0.00802905511899474 |
97 | 0.996489510533394 | 0.00702097893321209 | 0.00351048946660604 |
98 | 0.999974877558223 | 5.02448835541695e-05 | 2.51224417770848e-05 |
99 | 0.999981140089171 | 3.77198216570627e-05 | 1.88599108285314e-05 |
100 | 0.999996201144364 | 7.5977112720551e-06 | 3.79885563602755e-06 |
101 | 0.999995482719126 | 9.0345617486074e-06 | 4.5172808743037e-06 |
102 | 0.999993354064551 | 1.32918708973505e-05 | 6.64593544867524e-06 |
103 | 0.999992120611706 | 1.57587765884651e-05 | 7.87938829423255e-06 |
104 | 0.999992740028157 | 1.45199436855949e-05 | 7.25997184279744e-06 |
105 | 0.999991365206459 | 1.72695870812133e-05 | 8.63479354060664e-06 |
106 | 0.999987565502792 | 2.48689944167919e-05 | 1.24344972083959e-05 |
107 | 0.999982658139287 | 3.46837214265068e-05 | 1.73418607132534e-05 |
108 | 0.999977280934819 | 4.54381303611565e-05 | 2.27190651805782e-05 |
109 | 0.999987414274033 | 2.51714519338441e-05 | 1.2585725966922e-05 |
110 | 0.999986225116119 | 2.7549767762394e-05 | 1.3774883881197e-05 |
111 | 0.999984470225813 | 3.10595483738272e-05 | 1.55297741869136e-05 |
112 | 0.999982039564617 | 3.59208707662129e-05 | 1.79604353831064e-05 |
113 | 0.999989063983202 | 2.18720335966077e-05 | 1.09360167983038e-05 |
114 | 0.999984978692625 | 3.00426147495746e-05 | 1.50213073747873e-05 |
115 | 0.999997029226876 | 5.94154624908629e-06 | 2.97077312454314e-06 |
116 | 0.999996436944808 | 7.12611038418217e-06 | 3.56305519209108e-06 |
117 | 0.999994725783621 | 1.05484327570525e-05 | 5.27421637852626e-06 |
118 | 0.999994957308009 | 1.00853839812219e-05 | 5.04269199061096e-06 |
119 | 0.999999131906055 | 1.73618789078273e-06 | 8.68093945391363e-07 |
120 | 0.999998858078369 | 2.28384326167461e-06 | 1.1419216308373e-06 |
121 | 0.999998389115482 | 3.22176903541498e-06 | 1.61088451770749e-06 |
122 | 0.999997739680093 | 4.52063981452799e-06 | 2.260319907264e-06 |
123 | 0.999996841347008 | 6.31730598351684e-06 | 3.15865299175842e-06 |
124 | 0.999996610532968 | 6.77893406486154e-06 | 3.38946703243077e-06 |
125 | 0.999999086760545 | 1.82647891069152e-06 | 9.13239455345762e-07 |
126 | 0.999998860508768 | 2.27898246414498e-06 | 1.13949123207249e-06 |
127 | 0.999998519298888 | 2.96140222381118e-06 | 1.48070111190559e-06 |
128 | 0.999999385294805 | 1.22941038976971e-06 | 6.14705194884853e-07 |
129 | 0.999999226281882 | 1.54743623690141e-06 | 7.73718118450703e-07 |
130 | 0.999998883050009 | 2.23389998175497e-06 | 1.11694999087748e-06 |
131 | 0.999998483156204 | 3.0336875926122e-06 | 1.5168437963061e-06 |
132 | 0.999998443711552 | 3.11257689520039e-06 | 1.55628844760019e-06 |
133 | 0.999997840896927 | 4.3182061450913e-06 | 2.15910307254565e-06 |
134 | 0.999997323545552 | 5.35290889556315e-06 | 2.67645444778157e-06 |
135 | 0.999998412147199 | 3.17570560299203e-06 | 1.58785280149601e-06 |
136 | 0.999999989574981 | 2.08500387146688e-08 | 1.04250193573344e-08 |
137 | 0.99999998339296 | 3.3214080180916e-08 | 1.6607040090458e-08 |
138 | 0.999999996976457 | 6.04708611841199e-09 | 3.02354305920599e-09 |
139 | 0.999999996860568 | 6.27886365197685e-09 | 3.13943182598843e-09 |
140 | 0.999999996637176 | 6.72564899428177e-09 | 3.36282449714089e-09 |
141 | 0.999999994491063 | 1.10178740448308e-08 | 5.50893702241542e-09 |
142 | 0.999999991053108 | 1.7893784023647e-08 | 8.94689201182352e-09 |
143 | 0.999999986182145 | 2.76357105385374e-08 | 1.38178552692687e-08 |
144 | 0.999999998404072 | 3.19185529148062e-09 | 1.59592764574031e-09 |
145 | 0.999999999193796 | 1.61240768772883e-09 | 8.06203843864415e-10 |
146 | 0.999999998749343 | 2.50131484490833e-09 | 1.25065742245416e-09 |
147 | 0.999999999067378 | 1.86524375049636e-09 | 9.32621875248179e-10 |
148 | 0.999999998874865 | 2.25026924631943e-09 | 1.12513462315971e-09 |
149 | 0.999999998108706 | 3.78258878950499e-09 | 1.89129439475249e-09 |
150 | 0.999999996938496 | 6.12300904622058e-09 | 3.06150452311029e-09 |
151 | 0.99999999491927 | 1.01614602677947e-08 | 5.08073013389735e-09 |
152 | 0.999999992618486 | 1.47630269289903e-08 | 7.38151346449513e-09 |
153 | 0.999999990223536 | 1.95529270832866e-08 | 9.77646354164328e-09 |
154 | 0.999999990497678 | 1.90046444591291e-08 | 9.50232222956454e-09 |
155 | 0.999999999999675 | 6.49184961160355e-13 | 3.24592480580177e-13 |
156 | 0.999999999999503 | 9.93314122553414e-13 | 4.96657061276707e-13 |
157 | 0.999999999999475 | 1.04960287609021e-12 | 5.24801438045106e-13 |
158 | 0.999999999999048 | 1.90346519930342e-12 | 9.51732599651709e-13 |
159 | 0.999999999998864 | 2.27256684419813e-12 | 1.13628342209907e-12 |
160 | 0.999999999998405 | 3.19038572540237e-12 | 1.59519286270119e-12 |
161 | 0.999999999999963 | 7.35850281394101e-14 | 3.6792514069705e-14 |
162 | 0.999999999999965 | 6.99083422866698e-14 | 3.49541711433349e-14 |
163 | 0.999999999999959 | 8.24036390446895e-14 | 4.12018195223448e-14 |
164 | 0.999999999999988 | 2.39960985831986e-14 | 1.19980492915993e-14 |
165 | 0.99999999999998 | 3.93723130230369e-14 | 1.96861565115184e-14 |
166 | 0.999999999999966 | 6.71396569687412e-14 | 3.35698284843706e-14 |
167 | 0.99999999999995 | 9.99388449872456e-14 | 4.99694224936228e-14 |
168 | 0.999999999999934 | 1.32145108224041e-13 | 6.60725541120204e-14 |
169 | 0.999999999999969 | 6.16139267511421e-14 | 3.08069633755711e-14 |
170 | 0.999999999999996 | 7.44442247682385e-15 | 3.72221123841193e-15 |
171 | 0.999999999999999 | 1.89725451769656e-15 | 9.4862725884828e-16 |
172 | 1 | 2.36269220865402e-16 | 1.18134610432701e-16 |
173 | 1 | 4.34711806758002e-16 | 2.17355903379001e-16 |
174 | 1 | 4.03631104207114e-16 | 2.01815552103557e-16 |
175 | 1 | 5.45574248990037e-17 | 2.72787124495018e-17 |
176 | 1 | 1.00861827923118e-16 | 5.04309139615588e-17 |
177 | 1 | 9.53517797842003e-17 | 4.76758898921002e-17 |
178 | 1 | 2.13102865683295e-16 | 1.06551432841647e-16 |
179 | 1 | 2.32531552053432e-16 | 1.16265776026716e-16 |
180 | 1 | 1.79471391699007e-16 | 8.97356958495034e-17 |
181 | 1 | 3.57322919130847e-16 | 1.78661459565424e-16 |
182 | 1 | 7.12850895370658e-16 | 3.56425447685329e-16 |
183 | 0.999999999999999 | 1.56567195807152e-15 | 7.82835979035762e-16 |
184 | 0.999999999999998 | 3.19356959895559e-15 | 1.5967847994778e-15 |
185 | 1 | 4.04191000029535e-19 | 2.02095500014767e-19 |
186 | 1 | 9.85420120936213e-19 | 4.92710060468106e-19 |
187 | 1 | 1.54980291989951e-18 | 7.74901459949753e-19 |
188 | 1 | 3.55073736741521e-18 | 1.7753686837076e-18 |
189 | 1 | 2.36481534594735e-18 | 1.18240767297368e-18 |
190 | 1 | 5.36975490942167e-18 | 2.68487745471083e-18 |
191 | 1 | 1.31240685152616e-18 | 6.56203425763082e-19 |
192 | 1 | 2.88196216625692e-18 | 1.44098108312846e-18 |
193 | 1 | 6.19731975402289e-18 | 3.09865987701145e-18 |
194 | 1 | 9.38401315759856e-18 | 4.69200657879928e-18 |
195 | 1 | 1.19084527506483e-17 | 5.95422637532417e-18 |
196 | 1 | 2.39760007226909e-17 | 1.19880003613454e-17 |
197 | 1 | 3.6580880506237e-17 | 1.82904402531185e-17 |
198 | 1 | 4.82757805207084e-17 | 2.41378902603542e-17 |
199 | 1 | 8.82125164127302e-17 | 4.41062582063651e-17 |
200 | 1 | 4.1718696750812e-17 | 2.0859348375406e-17 |
201 | 1 | 7.13344030228609e-17 | 3.56672015114304e-17 |
202 | 1 | 1.71630290685729e-16 | 8.58151453428644e-17 |
203 | 1 | 3.60935583719837e-16 | 1.80467791859918e-16 |
204 | 1 | 8.45551116955241e-16 | 4.22775558477621e-16 |
205 | 0.999999999999999 | 1.80908530850027e-15 | 9.04542654250134e-16 |
206 | 0.999999999999998 | 4.33862020693832e-15 | 2.16931010346916e-15 |
207 | 0.999999999999997 | 5.89787394005602e-15 | 2.94893697002801e-15 |
208 | 0.999999999999998 | 4.63251425259078e-15 | 2.31625712629539e-15 |
209 | 0.999999999999996 | 8.45584784663518e-15 | 4.22792392331759e-15 |
210 | 0.999999999999998 | 3.94690423013772e-15 | 1.97345211506886e-15 |
211 | 0.999999999999998 | 3.75829737005472e-15 | 1.87914868502736e-15 |
212 | 0.999999999999996 | 7.94565582313239e-15 | 3.9728279115662e-15 |
213 | 0.999999999999993 | 1.3374746894403e-14 | 6.68737344720152e-15 |
214 | 0.999999999999984 | 3.22507181234546e-14 | 1.61253590617273e-14 |
215 | 0.99999999999998 | 3.99333766633225e-14 | 1.99666883316613e-14 |
216 | 0.999999999999957 | 8.52318045529577e-14 | 4.26159022764789e-14 |
217 | 0.999999999999903 | 1.94061047534198e-13 | 9.70305237670988e-14 |
218 | 0.99999999999978 | 4.39255169474949e-13 | 2.19627584737475e-13 |
219 | 0.999999999999711 | 5.77037088620492e-13 | 2.88518544310246e-13 |
220 | 0.999999999999684 | 6.32436915219629e-13 | 3.16218457609815e-13 |
221 | 0.999999999999246 | 1.50831210994805e-12 | 7.54156054974024e-13 |
222 | 0.999999999999975 | 4.97870379158405e-14 | 2.48935189579202e-14 |
223 | 0.99999999999994 | 1.19075750610751e-13 | 5.95378753053753e-14 |
224 | 0.999999999999861 | 2.78504325685291e-13 | 1.39252162842646e-13 |
225 | 0.999999999999674 | 6.51571879623107e-13 | 3.25785939811553e-13 |
226 | 0.999999999999781 | 4.38481398665303e-13 | 2.19240699332651e-13 |
227 | 0.999999999999719 | 5.61384208601252e-13 | 2.80692104300626e-13 |
228 | 0.999999999999921 | 1.58662510010215e-13 | 7.93312550051073e-14 |
229 | 0.999999999999871 | 2.58487617221954e-13 | 1.29243808610977e-13 |
230 | 0.999999999999746 | 5.07374806404954e-13 | 2.53687403202477e-13 |
231 | 0.999999999999343 | 1.31463430682986e-12 | 6.57317153414931e-13 |
232 | 0.999999999998485 | 3.0290713209921e-12 | 1.51453566049605e-12 |
233 | 0.999999999999949 | 1.01121437192116e-13 | 5.05607185960579e-14 |
234 | 0.999999999999862 | 2.7615608989598e-13 | 1.3807804494799e-13 |
235 | 0.999999999999949 | 1.0236573733685e-13 | 5.11828686684249e-14 |
236 | 0.999999999999971 | 5.88156227647199e-14 | 2.94078113823599e-14 |
237 | 0.999999999999969 | 6.18598067278558e-14 | 3.09299033639279e-14 |
238 | 0.999999999999956 | 8.72700125248987e-14 | 4.36350062624493e-14 |
239 | 0.999999999999876 | 2.47411704611752e-13 | 1.23705852305876e-13 |
240 | 0.999999999999798 | 4.03346612063968e-13 | 2.01673306031984e-13 |
241 | 0.999999999999439 | 1.12260108719829e-12 | 5.61300543599143e-13 |
242 | 0.999999999999742 | 5.16217337281781e-13 | 2.58108668640891e-13 |
243 | 0.999999999999325 | 1.34914597752784e-12 | 6.7457298876392e-13 |
244 | 0.999999999999433 | 1.13488314393441e-12 | 5.67441571967204e-13 |
245 | 0.999999999998361 | 3.2784731417155e-12 | 1.63923657085775e-12 |
246 | 0.99999999999571 | 8.57999264043513e-12 | 4.28999632021757e-12 |
247 | 0.999999999988728 | 2.25436659139713e-11 | 1.12718329569857e-11 |
248 | 0.999999999997712 | 4.57536088597111e-12 | 2.28768044298556e-12 |
249 | 0.999999999993817 | 1.23662885819788e-11 | 6.18314429098939e-12 |
250 | 0.999999999998574 | 2.85260913031553e-12 | 1.42630456515776e-12 |
251 | 0.999999999999899 | 2.0161667705126e-13 | 1.0080833852563e-13 |
252 | 0.999999999999815 | 3.69381066872502e-13 | 1.84690533436251e-13 |
253 | 0.999999999999346 | 1.30722574962585e-12 | 6.53612874812927e-13 |
254 | 0.999999999998311 | 3.37878663004079e-12 | 1.6893933150204e-12 |
255 | 0.999999999995709 | 8.58291638903776e-12 | 4.29145819451888e-12 |
256 | 0.999999999984468 | 3.10639909942741e-11 | 1.5531995497137e-11 |
257 | 0.999999999947268 | 1.05463564339858e-10 | 5.2731782169929e-11 |
258 | 0.999999999897263 | 2.05473130145281e-10 | 1.0273656507264e-10 |
259 | 0.999999999634049 | 7.31902246525384e-10 | 3.65951123262692e-10 |
260 | 0.999999999062355 | 1.87528941391963e-09 | 9.37644706959813e-10 |
261 | 0.999999997480049 | 5.03990217895726e-09 | 2.51995108947863e-09 |
262 | 0.999999991104148 | 1.77917047626884e-08 | 8.89585238134419e-09 |
263 | 0.999999972415667 | 5.51686664079382e-08 | 2.75843332039691e-08 |
264 | 0.999999966130562 | 6.77388760621256e-08 | 3.38694380310628e-08 |
265 | 0.999999930970316 | 1.38059368878305e-07 | 6.90296844391525e-08 |
266 | 0.999999892993075 | 2.14013849418454e-07 | 1.07006924709227e-07 |
267 | 0.999999685442199 | 6.29115602684081e-07 | 3.14557801342041e-07 |
268 | 0.999999186877356 | 1.6262452886773e-06 | 8.13122644338649e-07 |
269 | 0.999999577367578 | 8.452648434537e-07 | 4.2263242172685e-07 |
270 | 0.999998413702968 | 3.17259406470677e-06 | 1.58629703235339e-06 |
271 | 0.999997152843878 | 5.69431224402167e-06 | 2.84715612201084e-06 |
272 | 0.999991762864697 | 1.64742706050027e-05 | 8.23713530250133e-06 |
273 | 0.999973213703312 | 5.35725933755591e-05 | 2.67862966877796e-05 |
274 | 0.999968101099218 | 6.37978015640305e-05 | 3.18989007820153e-05 |
275 | 0.999923889957689 | 0.000152220084621128 | 7.61100423105639e-05 |
276 | 0.999760100850237 | 0.00047979829952558 | 0.00023989914976279 |
277 | 0.999100195256351 | 0.00179960948729799 | 0.000899804743648995 |
278 | 0.99677155206479 | 0.00645689587042089 | 0.00322844793521044 |
279 | 0.999760160431909 | 0.000479679136181482 | 0.000239839568090741 |
280 | 0.999910175511232 | 0.000179648977535754 | 8.98244887678769e-05 |
281 | 0.998990734526688 | 0.00201853094662353 | 0.00100926547331176 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 225 | 0.821167883211679 | NOK |
5% type I error level | 251 | 0.916058394160584 | NOK |
10% type I error level | 251 | 0.916058394160584 | NOK |