Multiple Linear Regression - Estimated Regression Equation |
totsize[t] = + 2327.13939891243 + 0.276603785796969totseconds[t] + 270.101143437535feedback_messages_p120[t] + 0.902436040022983totrevisions[t] + 103.375734832139tothyperlinks[t] -1.08053536231877pageviews[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) | 2327.13939891243 | 2869.223774 | 0.8111 | 0.418007 | 0.209004 |
totseconds | 0.276603785796969 | 0.063529 | 4.354 | 1.9e-05 | 9e-06 |
feedback_messages_p120 | 270.101143437535 | 50.684709 | 5.329 | 0 | 0 |
totrevisions | 0.902436040022983 | 0.289594 | 3.1162 | 0.00202 | 0.00101 |
tothyperlinks | 103.375734832139 | 59.487201 | 1.7378 | 0.083337 | 0.041669 |
pageviews | -1.08053536231877 | 2.583159 | -0.4183 | 0.676045 | 0.338023 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.861752568267617 |
R-squared | 0.742617488915833 |
Adjusted R-squared | 0.738070094727067 |
F-TEST (value) | 163.306161306707 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 20688.8538063681 |
Sum Squared Residuals | 121132114125.42 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 103361.108087915 | 8923.89191208529 |
2 | 84786 | 83554.341176307 | 1231.658823693 |
3 | 83123 | 72503.8796245956 | 10619.1203754044 |
4 | 101193 | 97705.3457612406 | 3487.65423875938 |
5 | 38361 | 51160.7610317339 | -12799.7610317339 |
6 | 68504 | 44878.374104699 | 23625.625895301 |
7 | 119182 | 123081.937288963 | -3899.93728896319 |
8 | 22807 | 11427.9265602145 | 11379.0734397855 |
9 | 17140 | 24916.468032659 | -7776.46803265895 |
10 | 116174 | 85363.2878231755 | 30810.7121768245 |
11 | 57635 | 63696.8200923031 | -6061.82009230306 |
12 | 66198 | 104701.033046275 | -38503.0330462752 |
13 | 71701 | 86165.1392922504 | -14464.1392922504 |
14 | 57793 | 55887.8589781236 | 1905.14102187639 |
15 | 80444 | 89601.1495615376 | -9157.1495615376 |
16 | 53855 | 62837.6060781287 | -8982.6060781287 |
17 | 97668 | 126338.86547227 | -28670.8654722702 |
18 | 133824 | 109748.863158481 | 24075.1368415193 |
19 | 101481 | 76251.6664728747 | 25229.3335271253 |
20 | 99645 | 79834.2390399558 | 19810.7609600442 |
21 | 114789 | 95593.1287017207 | 19195.8712982793 |
22 | 99052 | 109937.301019011 | -10885.3010190109 |
23 | 67654 | 91261.433570018 | -23607.433570018 |
24 | 65553 | 72918.6771816034 | -7365.67718160336 |
25 | 97500 | 90451.3134156665 | 7048.68658433346 |
26 | 69112 | 92403.7765452759 | -23291.7765452759 |
27 | 82753 | 89736.7783148346 | -6983.7783148346 |
28 | 85323 | 89192.3589948712 | -3869.35899487117 |
29 | 72654 | 102591.415722196 | -29937.4157221963 |
30 | 30727 | 50686.1084350971 | -19959.1084350971 |
31 | 77873 | 104942.600451488 | -27069.6004514875 |
32 | 117478 | 123438.854714378 | -5960.85471437811 |
33 | 74007 | 78268.1496905972 | -4261.14969059724 |
34 | 90183 | 126049.821228691 | -35866.8212286908 |
35 | 61542 | 43642.559740247 | 17899.440259753 |
36 | 101494 | 129928.746510051 | -28434.7465100513 |
37 | 27570 | 41144.481773587 | -13574.481773587 |
38 | 55813 | 59962.3572891294 | -4149.35728912938 |
39 | 79215 | 110062.358663684 | -30847.3586636842 |
40 | 1423 | 3203.89745645734 | -1780.89745645734 |
41 | 55461 | 66647.8785521321 | -11186.8785521321 |
42 | 31081 | 43108.5871928926 | -12027.5871928926 |
43 | 22996 | 31271.9521730189 | -8275.95217301892 |
44 | 83122 | 108616.934027034 | -25494.9340270345 |
45 | 70106 | 88795.5396129178 | -18689.5396129178 |
46 | 60578 | 66989.7585201028 | -6411.7585201028 |
47 | 39992 | 54517.5164140589 | -14525.5164140589 |
48 | 79892 | 82636.1026017064 | -2744.10260170644 |
49 | 49810 | 52022.3427491419 | -2212.34274914192 |
50 | 71570 | 41117.8838559706 | 30452.1161440294 |
51 | 100708 | 67107.3248634996 | 33600.6751365004 |
52 | 33032 | 44251.1682815201 | -11219.1682815201 |
53 | 82875 | 92966.5742632054 | -10091.5742632054 |
54 | 139077 | 112559.70150149 | 26517.2984985102 |
55 | 71595 | 85263.5603996715 | -13668.5603996715 |
56 | 72260 | 93473.389009045 | -21213.389009045 |
57 | 5950 | 10999.3050713705 | -5049.30507137053 |
58 | 115762 | 110183.099294316 | 5578.90070568412 |
59 | 32551 | 30361.5881640506 | 2189.41183594941 |
60 | 31701 | 33219.3285916462 | -1518.32859164617 |
61 | 80670 | 88559.1790340263 | -7889.17903402633 |
62 | 143558 | 129786.705620721 | 13771.2943792788 |
63 | 117105 | 92649.4112921624 | 24455.5887078376 |
64 | 23789 | 35806.3518934303 | -12017.3518934303 |
65 | 120733 | 127191.511514607 | -6458.5115146071 |
66 | 105195 | 133000.404060825 | -27805.404060825 |
67 | 73107 | 66323.4900548558 | 6783.50994514423 |
68 | 132068 | 120908.358778405 | 11159.6412215947 |
69 | 149193 | 128739.527880199 | 20453.4721198009 |
70 | 46821 | 56710.4563889403 | -9889.45638894028 |
71 | 87011 | 87800.1691457916 | -789.169145791626 |
72 | 95260 | 102285.602924986 | -7025.60292498556 |
73 | 55183 | 79711.9285627773 | -24528.9285627773 |
74 | 106671 | 74899.6407393908 | 31771.3592606092 |
75 | 73511 | 92798.7705637261 | -19287.7705637261 |
76 | 92945 | 78890.8820898606 | 14054.1179101394 |
77 | 78664 | 64546.7721904282 | 14117.2278095718 |
78 | 70054 | 83562.7540729804 | -13508.7540729804 |
79 | 22618 | 31450.2008014883 | -8832.20080148833 |
80 | 74011 | 90957.8783087028 | -16946.8783087028 |
81 | 83737 | 73945.879511337 | 9791.12048866303 |
82 | 69094 | 81725.3998810123 | -12631.3998810123 |
83 | 93133 | 90527.551359484 | 2605.44864051603 |
84 | 95536 | 100383.887460417 | -4847.88746041671 |
85 | 225920 | 81781.1545825521 | 144138.845417448 |
86 | 62133 | 72080.9517164675 | -9947.95171646746 |
87 | 61370 | 67245.7825813412 | -5875.7825813412 |
88 | 43836 | 53303.4430051237 | -9467.44300512368 |
89 | 106117 | 99719.8601992214 | 6397.13980077864 |
90 | 38692 | 59248.5559947737 | -20556.5559947737 |
91 | 84651 | 82619.1379089307 | 2031.86209106926 |
92 | 56622 | 37345.0081751709 | 19276.9918248291 |
93 | 15986 | 33011.9070397733 | -17025.9070397733 |
94 | 95364 | 88222.9920383381 | 7141.00796166195 |
95 | 26706 | 48261.4284659538 | -21555.4284659538 |
96 | 89691 | 80267.9112363241 | 9423.08876367589 |
97 | 67267 | 91504.6974503277 | -24237.6974503277 |
98 | 126846 | 100161.375067955 | 26684.6249320453 |
99 | 41140 | 59677.4715045876 | -18537.4715045876 |
100 | 102860 | 97030.6145276316 | 5829.38547236838 |
101 | 51715 | 53429.320231202 | -1714.32023120198 |
102 | 55801 | 75734.4395542945 | -19933.4395542945 |
103 | 111813 | 103781.294536011 | 8031.70546398889 |
104 | 120293 | 88625.7516171166 | 31667.2483828834 |
105 | 138599 | 108826.701229916 | 29772.2987700844 |
106 | 161647 | 126852.023589481 | 34794.9764105189 |
107 | 115929 | 134036.415851182 | -18107.415851182 |
108 | 24266 | 29918.8116462293 | -5652.81164622931 |
109 | 162901 | 138634.571425712 | 24266.428574288 |
110 | 109825 | 103712.07185673 | 6112.92814326977 |
111 | 129838 | 117908.874552295 | 11929.1254477053 |
112 | 37510 | 44976.6008759323 | -7466.60087593229 |
113 | 43750 | 36144.4222332984 | 7605.57776670163 |
114 | 40652 | 51143.6397436173 | -10491.6397436173 |
115 | 87771 | 101026.123069857 | -13255.1230698568 |
116 | 85872 | 95519.4113322593 | -9647.4113322593 |
117 | 89275 | 95539.5421328703 | -6264.54213287033 |
118 | 44418 | 58692.9404093758 | -14274.9404093758 |
119 | 192565 | 88586.8181416534 | 103978.181858347 |
120 | 35232 | 29296.1331682894 | 5935.8668317106 |
121 | 40909 | 55477.5975100221 | -14568.5975100221 |
122 | 13294 | 21639.4770090098 | -8345.47700900978 |
123 | 32387 | 45839.4427546341 | -13452.4427546341 |
124 | 140867 | 56781.2614924237 | 84085.7385075763 |
125 | 120662 | 101981.690252116 | 18680.3097478841 |
126 | 21233 | 28469.2732270761 | -7236.27322707608 |
127 | 44332 | 32592.7379935553 | 11739.2620064447 |
128 | 61056 | 63212.3477645973 | -2156.34776459727 |
129 | 101338 | 90679.9887331791 | 10658.0112668209 |
130 | 1168 | 4872.20564576488 | -3704.20564576488 |
131 | 13497 | 9715.03431601788 | 3781.96568398212 |
132 | 65567 | 77003.8251800679 | -11436.8251800679 |
133 | 25162 | 23400.5891328792 | 1761.41086712082 |
134 | 32334 | 46441.1780029428 | -14107.1780029428 |
135 | 40735 | 62629.8102957053 | -21894.8102957053 |
136 | 91413 | 119833.385509184 | -28420.3855091836 |
137 | 855 | 4459.16880409891 | -3604.16880409891 |
138 | 97068 | 68468.8140937053 | 28599.1859062947 |
139 | 44339 | 18254.7735680592 | 26084.2264319408 |
140 | 14116 | 15542.1807003933 | -1426.18070039332 |
141 | 10288 | 19612.3479130695 | -9324.34791306946 |
142 | 65622 | 56865.2287795539 | 8756.77122044611 |
143 | 16563 | 20057.5484142506 | -3494.54841425063 |
144 | 76643 | 99804.0086261005 | -23161.0086261005 |
145 | 110681 | 84292.08466206 | 26388.91533794 |
146 | 29011 | 24209.6368153428 | 4801.36318465716 |
147 | 92696 | 46227.5509987693 | 46468.4490012307 |
148 | 94785 | 54819.9363885957 | 39965.0636114043 |
149 | 8773 | 14611.0810629802 | -5838.08106298023 |
150 | 83209 | 71142.7648574599 | 12066.2351425401 |
151 | 93815 | 117375.421307264 | -23560.4213072638 |
152 | 86687 | 104274.908869805 | -17587.9088698052 |
153 | 34553 | 32018.5358154356 | 2534.46418456437 |
154 | 105547 | 131603.264830376 | -26056.264830376 |
155 | 103487 | 111777.67284124 | -8290.67284123965 |
156 | 213688 | 163322.71330895 | 50365.2866910496 |
157 | 71220 | 84949.1008637676 | -13729.1008637676 |
158 | 23517 | 30239.142530012 | -6722.14253001202 |
159 | 56926 | 48481.3375624839 | 8444.66243751608 |
160 | 91721 | 79934.0203054975 | 11786.9796945025 |
161 | 115168 | 122365.854804322 | -7197.85480432168 |
162 | 111194 | 31942.4315905277 | 79251.5684094723 |
163 | 51009 | 48212.938262001 | 2796.06173799897 |
164 | 135777 | 113503.546284708 | 22273.4537152918 |
165 | 51513 | 56047.8700115785 | -4534.87001157849 |
166 | 74163 | 104054.670496319 | -29891.6704963191 |
167 | 51633 | 72595.3369417662 | -20962.3369417662 |
168 | 75345 | 38229.2270438839 | 37115.7729561161 |
169 | 33416 | 52526.3746286663 | -19110.3746286663 |
170 | 83305 | 57883.0868486265 | 25421.9131513735 |
171 | 98952 | 77030.7029107267 | 21921.2970892733 |
172 | 102372 | 101472.471129985 | 899.528870015321 |
173 | 37238 | 28396.7418432729 | 8841.25815672708 |
174 | 103772 | 105820.3902603 | -2048.39026030027 |
175 | 123969 | 80931.6841922101 | 43037.3158077899 |
176 | 27142 | 41763.6865322969 | -14621.6865322969 |
177 | 135400 | 101022.648948184 | 34377.3510518157 |
178 | 21399 | 30216.7488947398 | -8817.7488947398 |
179 | 130115 | 117537.912040581 | 12577.0879594193 |
180 | 24874 | 38038.0685445234 | -13164.0685445234 |
181 | 34988 | 20912.701666 | 14075.298334 |
182 | 45549 | 21656.0007219024 | 23892.9992780976 |
183 | 6023 | 6683.70758416389 | -660.707584163885 |
184 | 64466 | 68306.0992062119 | -3840.09920621188 |
185 | 54990 | 94524.5646627199 | -39534.5646627199 |
186 | 1644 | 4460.17047715603 | -2816.17047715603 |
187 | 6179 | 14504.8247709941 | -8325.82477099411 |
188 | 3926 | 8085.54172251587 | -4159.54172251587 |
189 | 32755 | 49938.4348675021 | -17183.4348675021 |
190 | 34777 | 22198.966973095 | 12578.033026905 |
191 | 73224 | 49141.6690263212 | 24082.3309736788 |
192 | 27114 | 31687.4560727181 | -4573.45607271814 |
193 | 20760 | 28671.8994598798 | -7911.89945987982 |
194 | 37636 | 33217.6812256031 | 4418.31877439685 |
195 | 65461 | 76535.9121349122 | -11074.9121349122 |
196 | 30080 | 40482.6808533017 | -10402.6808533017 |
197 | 24094 | 37315.2074136212 | -13221.2074136212 |
198 | 69008 | 36797.0216330309 | 32210.9783669691 |
199 | 54968 | 35070.6076226896 | 19897.3923773104 |
200 | 46090 | 39722.1340626332 | 6367.86593736684 |
201 | 27507 | 38177.6289724004 | -10670.6289724004 |
202 | 10672 | 22975.6345076927 | -12303.6345076927 |
203 | 34029 | 38958.4259352748 | -4929.42593527485 |
204 | 46300 | 48644.6352040984 | -2344.63520409838 |
205 | 24760 | 33615.1054216983 | -8855.10542169832 |
206 | 18779 | 18644.7448962682 | 134.255103731785 |
207 | 21280 | 32526.43729132 | -11246.43729132 |
208 | 40662 | 50140.0112560678 | -9478.0112560678 |
209 | 28987 | 40723.1791368109 | -11736.1791368109 |
210 | 22827 | 49461.0416194769 | -26634.0416194769 |
211 | 18513 | 29191.9776938173 | -10678.9776938173 |
212 | 30594 | 33981.1394045383 | -3387.13940453827 |
213 | 24006 | 29535.4367575453 | -5529.43675754529 |
214 | 27913 | 42814.0761666271 | -14901.0761666271 |
215 | 42744 | 23131.7607797884 | 19612.2392202116 |
216 | 12934 | 36287.3913795064 | -23353.3913795064 |
217 | 22574 | 28275.6326685195 | -5701.63266851947 |
218 | 41385 | 27697.4230213145 | 13687.5769786855 |
219 | 18653 | 31204.7974801125 | -12551.7974801125 |
220 | 18472 | 30589.7209307196 | -12117.7209307196 |
221 | 30976 | 42308.2533471302 | -11332.2533471302 |
222 | 63339 | 66173.9634738947 | -2834.9634738947 |
223 | 25568 | 39310.1256092864 | -13742.1256092864 |
224 | 33747 | 40822.784828736 | -7075.78482873596 |
225 | 4154 | 15984.5181370606 | -11830.5181370606 |
226 | 19474 | 31274.5338546844 | -11800.5338546844 |
227 | 35130 | 17504.9717047572 | 17625.0282952428 |
228 | 39067 | 40425.6871675414 | -1358.68716754137 |
229 | 13310 | 20856.6895241076 | -7546.6895241076 |
230 | 65892 | 38966.7087259579 | 26925.2912740421 |
231 | 4143 | 17062.1294304675 | -12919.1294304675 |
232 | 28579 | 36076.242996409 | -7497.24299640898 |
233 | 51776 | 42660.6742097659 | 9115.32579023411 |
234 | 21152 | 23813.7692279747 | -2661.76922797475 |
235 | 38084 | 32730.225021035 | 5353.77497896504 |
236 | 27717 | 32344.9564311064 | -4627.95643110635 |
237 | 32928 | 35777.3041772982 | -2849.3041772982 |
238 | 11342 | 18749.7987339095 | -7407.7987339095 |
239 | 19499 | 30599.9107678551 | -11100.9107678551 |
240 | 16380 | 22658.1595354812 | -6278.15953548121 |
241 | 36874 | 30941.357451204 | 5932.64254879601 |
242 | 48259 | 61808.999498953 | -13549.999498953 |
243 | 16734 | 26304.2119583644 | -9570.21195836436 |
244 | 28207 | 28817.5580821961 | -610.558082196105 |
245 | 30143 | 34171.7673371727 | -4028.76733717275 |
246 | 41369 | 35031.4893663263 | 6337.51063367369 |
247 | 45833 | 39497.678334143 | 6335.32166585703 |
248 | 29156 | 32178.3614572555 | -3022.36145725552 |
249 | 35944 | 23441.0978124924 | 12502.9021875076 |
250 | 36278 | 20821.1886871203 | 15456.8113128797 |
251 | 45588 | 50151.8749029508 | -4563.87490295078 |
252 | 45097 | 46643.4275034264 | -1546.42750342641 |
253 | 3895 | 6900.33832237976 | -3005.33832237976 |
254 | 28394 | 33185.6924207539 | -4791.6924207539 |
255 | 18632 | 32196.3254219694 | -13564.3254219694 |
256 | 2325 | 5250.90195980042 | -2925.90195980042 |
257 | 25139 | 20667.9561053361 | 4471.04389466388 |
258 | 27975 | 25876.7596158162 | 2098.24038418381 |
259 | 14483 | 24554.589356788 | -10071.589356788 |
260 | 13127 | 18128.6765759413 | -5001.67657594131 |
261 | 5839 | 7721.50940957514 | -1882.50940957514 |
262 | 24069 | 42421.6557064327 | -18352.6557064327 |
263 | 3738 | 7877.32050853044 | -4139.32050853044 |
264 | 18625 | 26671.9077129399 | -8046.90771293989 |
265 | 36341 | 28838.937101925 | 7502.06289807498 |
266 | 24548 | 31480.3203650714 | -6932.32036507136 |
267 | 21792 | 36365.5363815919 | -14573.5363815919 |
268 | 26263 | 20256.2415975868 | 6006.75840241317 |
269 | 23686 | 43297.20547838 | -19611.20547838 |
270 | 49303 | 35728.5007451797 | 13574.4992548203 |
271 | 25659 | 31988.7700137969 | -6329.77001379686 |
272 | 28904 | 32971.8266016603 | -4067.82660166031 |
273 | 2781 | 2407.36764554861 | 373.632354451387 |
274 | 29236 | 36683.6756299039 | -7447.67562990395 |
275 | 19546 | 21143.9499191166 | -1597.94991911661 |
276 | 22818 | 18725.624700577 | 4092.37529942296 |
277 | 32689 | 12524.3019577757 | 20164.6980422243 |
278 | 5752 | 9059.47999702514 | -3307.47999702514 |
279 | 22197 | 37800.9440217214 | -15603.9440217214 |
280 | 20055 | 34487.4838816999 | -14432.4838816999 |
281 | 25272 | 33183.5001978221 | -7911.50019782208 |
282 | 82206 | 20177.9236172737 | 62028.0763827263 |
283 | 32073 | 18491.0472053859 | 13581.9527946141 |
284 | 5444 | 6629.90903189288 | -1185.90903189288 |
285 | 20154 | 27601.6445616835 | -7447.64456168349 |
286 | 36944 | 18496.3807514704 | 18447.6192485296 |
287 | 8019 | 18376.5796261973 | -10357.5796261973 |
288 | 30884 | 42343.4093743393 | -11459.4093743393 |
289 | 19540 | 30109.1854913658 | -10569.1854913658 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.30763998779857 | 0.615279975597141 | 0.69236001220143 |
10 | 0.187997275115295 | 0.375994550230591 | 0.812002724884705 |
11 | 0.106414860519816 | 0.212829721039631 | 0.893585139480184 |
12 | 0.286672572951211 | 0.573345145902423 | 0.713327427048789 |
13 | 0.196140321193781 | 0.392280642387563 | 0.803859678806219 |
14 | 0.17838801807114 | 0.356776036142279 | 0.82161198192886 |
15 | 0.138896703434805 | 0.27779340686961 | 0.861103296565195 |
16 | 0.0952379631529712 | 0.190475926305942 | 0.904762036847029 |
17 | 0.060570418439284 | 0.121140836878568 | 0.939429581560716 |
18 | 0.0736226267191153 | 0.147245253438231 | 0.926377373280885 |
19 | 0.138161009068378 | 0.276322018136757 | 0.861838990931622 |
20 | 0.0970167764139328 | 0.194033552827866 | 0.902983223586067 |
21 | 0.17566942362101 | 0.351338847242019 | 0.82433057637899 |
22 | 0.193080094151374 | 0.386160188302748 | 0.806919905848626 |
23 | 0.166478514689918 | 0.332957029379835 | 0.833521485310082 |
24 | 0.125908767536849 | 0.251817535073698 | 0.874091232463151 |
25 | 0.10211201210939 | 0.20422402421878 | 0.89788798789061 |
26 | 0.126482277923353 | 0.252964555846707 | 0.873517722076647 |
27 | 0.0939365492198938 | 0.187873098439788 | 0.906063450780106 |
28 | 0.0707606075367674 | 0.141521215073535 | 0.929239392463233 |
29 | 0.0923762001231071 | 0.184752400246214 | 0.907623799876893 |
30 | 0.0876326248459266 | 0.175265249691853 | 0.912367375154073 |
31 | 0.06909637596622 | 0.13819275193244 | 0.93090362403378 |
32 | 0.0507405857403755 | 0.101481171480751 | 0.949259414259624 |
33 | 0.036609766730043 | 0.0732195334600859 | 0.963390233269957 |
34 | 0.0358575338895024 | 0.0717150677790048 | 0.964142466110498 |
35 | 0.0523448350612108 | 0.104689670122422 | 0.947655164938789 |
36 | 0.0595872967355984 | 0.119174593471197 | 0.940412703264402 |
37 | 0.0546857805446249 | 0.10937156108925 | 0.945314219455375 |
38 | 0.0452677067727311 | 0.0905354135454622 | 0.954732293227269 |
39 | 0.0368774477711533 | 0.0737548955423066 | 0.963122552228847 |
40 | 0.0355230848756005 | 0.071046169751201 | 0.964476915124399 |
41 | 0.0292455659045997 | 0.0584911318091995 | 0.9707544340954 |
42 | 0.0260276416980792 | 0.0520552833961585 | 0.973972358301921 |
43 | 0.020926161532719 | 0.0418523230654379 | 0.979073838467281 |
44 | 0.0186775559916508 | 0.0373551119833016 | 0.981322444008349 |
45 | 0.0141677296383049 | 0.0283354592766097 | 0.985832270361695 |
46 | 0.0104288967424863 | 0.0208577934849727 | 0.989571103257514 |
47 | 0.00782393713474017 | 0.0156478742694803 | 0.99217606286526 |
48 | 0.00573040515820764 | 0.0114608103164153 | 0.994269594841792 |
49 | 0.00398294391617422 | 0.00796588783234845 | 0.996017056083826 |
50 | 0.0163551616001931 | 0.0327103232003861 | 0.983644838399807 |
51 | 0.0608639092355475 | 0.121727818471095 | 0.939136090764452 |
52 | 0.0495245729160467 | 0.0990491458320933 | 0.950475427083953 |
53 | 0.0398048803431712 | 0.0796097606863425 | 0.960195119656829 |
54 | 0.0688419852947266 | 0.137683970589453 | 0.931158014705273 |
55 | 0.060470305685246 | 0.120940611370492 | 0.939529694314754 |
56 | 0.0534538069054335 | 0.106907613810867 | 0.946546193094567 |
57 | 0.0451688645866869 | 0.0903377291733738 | 0.954831135413313 |
58 | 0.0400902316968261 | 0.0801804633936521 | 0.959909768303174 |
59 | 0.0313267805183909 | 0.0626535610367818 | 0.968673219481609 |
60 | 0.0243160071766449 | 0.0486320143532898 | 0.975683992823355 |
61 | 0.0190650854483293 | 0.0381301708966587 | 0.980934914551671 |
62 | 0.0269542343205911 | 0.0539084686411821 | 0.973045765679409 |
63 | 0.0278756803270823 | 0.0557513606541646 | 0.972124319672918 |
64 | 0.0233312372038022 | 0.0466624744076043 | 0.976668762796198 |
65 | 0.0197118883619111 | 0.0394237767238222 | 0.980288111638089 |
66 | 0.0203880480281343 | 0.0407760960562685 | 0.979611951971866 |
67 | 0.0164633971033778 | 0.0329267942067555 | 0.983536602896622 |
68 | 0.0157717285212358 | 0.0315434570424717 | 0.984228271478764 |
69 | 0.0186358360759445 | 0.037271672151889 | 0.981364163924055 |
70 | 0.0155312582685379 | 0.0310625165370758 | 0.984468741731462 |
71 | 0.0119757793202116 | 0.0239515586404233 | 0.988024220679788 |
72 | 0.00951123577056553 | 0.0190224715411311 | 0.990488764229434 |
73 | 0.0100763753747013 | 0.0201527507494026 | 0.989923624625299 |
74 | 0.015035818872552 | 0.0300716377451039 | 0.984964181127448 |
75 | 0.0139828261266928 | 0.0279656522533855 | 0.986017173873307 |
76 | 0.0112879610760033 | 0.0225759221520067 | 0.988712038923997 |
77 | 0.0101791548817602 | 0.0203583097635203 | 0.98982084511824 |
78 | 0.00835507638618502 | 0.01671015277237 | 0.991644923613815 |
79 | 0.00669573109897433 | 0.0133914621979487 | 0.993304268901026 |
80 | 0.00560474231949967 | 0.0112094846389993 | 0.9943952576805 |
81 | 0.00436915490596932 | 0.00873830981193865 | 0.995630845094031 |
82 | 0.00380142664597245 | 0.00760285329194491 | 0.996198573354028 |
83 | 0.00290307651801058 | 0.00580615303602115 | 0.997096923481989 |
84 | 0.00217498686071671 | 0.00434997372143342 | 0.997825013139283 |
85 | 0.985290953347399 | 0.029418093305202 | 0.014709046652601 |
86 | 0.982341249516246 | 0.0353175009675079 | 0.0176587504837539 |
87 | 0.97832133308995 | 0.0433573338201005 | 0.0216786669100502 |
88 | 0.974277671717763 | 0.0514446565644745 | 0.0257223282822373 |
89 | 0.968994824882622 | 0.0620103502347563 | 0.0310051751173781 |
90 | 0.96857942105446 | 0.0628411578910807 | 0.0314205789455404 |
91 | 0.961640026019344 | 0.0767199479613123 | 0.0383599739806562 |
92 | 0.958998062088057 | 0.0820038758238851 | 0.0410019379119425 |
93 | 0.956482827361776 | 0.0870343452764471 | 0.0435171726382235 |
94 | 0.951772077406078 | 0.0964558451878439 | 0.048227922593922 |
95 | 0.952713373131519 | 0.0945732537369628 | 0.0472866268684814 |
96 | 0.945458343050835 | 0.10908331389833 | 0.0545416569491651 |
97 | 0.947696862868953 | 0.104606274262094 | 0.052303137131047 |
98 | 0.955431395707679 | 0.0891372085846427 | 0.0445686042923213 |
99 | 0.954185810328503 | 0.0916283793429948 | 0.0458141896714974 |
100 | 0.945528146906517 | 0.108943706186966 | 0.0544718530934832 |
101 | 0.935167453031358 | 0.129665093937283 | 0.0648325469686417 |
102 | 0.934141071393389 | 0.131717857213222 | 0.0658589286066109 |
103 | 0.924790677473433 | 0.150418645053134 | 0.0752093225265668 |
104 | 0.940708029058788 | 0.118583941882424 | 0.0592919709412122 |
105 | 0.949824323733027 | 0.100351352533947 | 0.0501756762669733 |
106 | 0.961895454864974 | 0.0762090902700518 | 0.0381045451350259 |
107 | 0.960920280211184 | 0.0781594395776323 | 0.0390797197888161 |
108 | 0.953820058769161 | 0.0923598824616778 | 0.0461799412308389 |
109 | 0.957588734168707 | 0.0848225316625867 | 0.0424112658312933 |
110 | 0.951227838689862 | 0.0975443226202761 | 0.048772161310138 |
111 | 0.944703234870597 | 0.110593530258805 | 0.0552967651294025 |
112 | 0.935956076878448 | 0.128087846243105 | 0.0640439231215524 |
113 | 0.925920275039808 | 0.148159449920384 | 0.0740797249601919 |
114 | 0.917379917028605 | 0.16524016594279 | 0.0826200829713951 |
115 | 0.911755755494447 | 0.176488489011106 | 0.0882442445055531 |
116 | 0.899335633859618 | 0.201328732280764 | 0.100664366140382 |
117 | 0.884817692398903 | 0.230364615202193 | 0.115182307601097 |
118 | 0.876292126227641 | 0.247415747544717 | 0.123707873772359 |
119 | 0.999550310636464 | 0.000899378727072659 | 0.000449689363536329 |
120 | 0.999403407379078 | 0.00119318524184413 | 0.000596592620922065 |
121 | 0.999289334222693 | 0.00142133155461378 | 0.000710665777306892 |
122 | 0.999089266931313 | 0.00182146613737481 | 0.000910733068687405 |
123 | 0.998987748905781 | 0.00202450218843874 | 0.00101225109421937 |
124 | 0.999995480790249 | 9.03841950289373e-06 | 4.51920975144687e-06 |
125 | 0.99999659468383 | 6.81063233964057e-06 | 3.40531616982029e-06 |
126 | 0.9999951407436 | 9.71851279954408e-06 | 4.85925639977204e-06 |
127 | 0.999993905114744 | 1.21897705116324e-05 | 6.0948852558162e-06 |
128 | 0.999991302899918 | 1.73942001641432e-05 | 8.69710008207162e-06 |
129 | 0.999988383396572 | 2.32332068551717e-05 | 1.16166034275858e-05 |
130 | 0.999983397325817 | 3.32053483652187e-05 | 1.66026741826093e-05 |
131 | 0.99997617747352 | 4.7645052959924e-05 | 2.3822526479962e-05 |
132 | 0.999969571136877 | 6.08577262456439e-05 | 3.0428863122822e-05 |
133 | 0.999957112097806 | 8.57758043874265e-05 | 4.28879021937133e-05 |
134 | 0.99995786016993 | 8.4279660140616e-05 | 4.2139830070308e-05 |
135 | 0.999970197828608 | 5.96043427831637e-05 | 2.98021713915818e-05 |
136 | 0.99997523802078 | 4.95239584406864e-05 | 2.47619792203432e-05 |
137 | 0.999965020574432 | 6.99588511358032e-05 | 3.49794255679016e-05 |
138 | 0.99998529794773 | 2.9404104539497e-05 | 1.47020522697485e-05 |
139 | 0.999988749677452 | 2.2500645096839e-05 | 1.12503225484195e-05 |
140 | 0.999983674528385 | 3.26509432298694e-05 | 1.63254716149347e-05 |
141 | 0.999978028046399 | 4.39439072027709e-05 | 2.19719536013854e-05 |
142 | 0.999970787359503 | 5.84252809945285e-05 | 2.92126404972643e-05 |
143 | 0.999960155333725 | 7.96893325508419e-05 | 3.98446662754209e-05 |
144 | 0.999960652414654 | 7.86951706923843e-05 | 3.93475853461922e-05 |
145 | 0.999964382728289 | 7.1234543421885e-05 | 3.56172717109425e-05 |
146 | 0.999950204168668 | 9.95916626643784e-05 | 4.97958313321892e-05 |
147 | 0.999984426556769 | 3.11468864614558e-05 | 1.55734432307279e-05 |
148 | 0.999995673976932 | 8.65204613636573e-06 | 4.32602306818287e-06 |
149 | 0.999993752692693 | 1.24946146136227e-05 | 6.24730730681133e-06 |
150 | 0.999991768630967 | 1.64627380662657e-05 | 8.23136903313287e-06 |
151 | 0.999993193860782 | 1.36122784363034e-05 | 6.80613921815168e-06 |
152 | 0.999992326365837 | 1.53472683260134e-05 | 7.67363416300672e-06 |
153 | 0.999988792864231 | 2.24142715370203e-05 | 1.12071357685101e-05 |
154 | 0.999991753155345 | 1.6493689310686e-05 | 8.24684465534299e-06 |
155 | 0.999989203286816 | 2.15934263673194e-05 | 1.07967131836597e-05 |
156 | 0.999999529983436 | 9.40033128733895e-07 | 4.70016564366948e-07 |
157 | 0.999999330263002 | 1.33947399535265e-06 | 6.69736997676326e-07 |
158 | 0.999999029454155 | 1.94109168964323e-06 | 9.70545844821615e-07 |
159 | 0.999998769277033 | 2.46144593371246e-06 | 1.23072296685623e-06 |
160 | 0.99999825071037 | 3.49857926023434e-06 | 1.74928963011717e-06 |
161 | 0.999997417145372 | 5.1657092559344e-06 | 2.5828546279672e-06 |
162 | 0.999999998514781 | 2.97043814235105e-09 | 1.48521907117553e-09 |
163 | 0.999999997463606 | 5.0727885930937e-09 | 2.53639429654685e-09 |
164 | 0.999999996729143 | 6.5417136124295e-09 | 3.27085680621475e-09 |
165 | 0.999999994814126 | 1.03717472771248e-08 | 5.1858736385624e-09 |
166 | 0.999999995925456 | 8.14908754198627e-09 | 4.07454377099314e-09 |
167 | 0.999999996197607 | 7.60478597694741e-09 | 3.8023929884737e-09 |
168 | 0.999999999142475 | 1.71504935533627e-09 | 8.57524677668137e-10 |
169 | 0.99999999885282 | 2.29436009501595e-09 | 1.14718004750798e-09 |
170 | 0.999999999620022 | 7.59956464386346e-10 | 3.79978232193173e-10 |
171 | 0.999999999679502 | 6.4099658140602e-10 | 3.2049829070301e-10 |
172 | 0.99999999945496 | 1.0900800947782e-09 | 5.45040047389102e-10 |
173 | 0.999999999058662 | 1.88267613703676e-09 | 9.41338068518381e-10 |
174 | 0.999999998441888 | 3.11622348713542e-09 | 1.55811174356771e-09 |
175 | 0.999999999915809 | 1.6838276828085e-10 | 8.41913841404251e-11 |
176 | 0.999999999902668 | 1.94663428172248e-10 | 9.73317140861238e-11 |
177 | 0.999999999991791 | 1.64180944295065e-11 | 8.20904721475323e-12 |
178 | 0.999999999985891 | 2.82181330337701e-11 | 1.41090665168851e-11 |
179 | 0.999999999997459 | 5.08139004136891e-12 | 2.54069502068445e-12 |
180 | 0.999999999996022 | 7.9564243992293e-12 | 3.97821219961465e-12 |
181 | 0.999999999993574 | 1.28527256764395e-11 | 6.42636283821977e-12 |
182 | 0.99999999999511 | 9.78053828592997e-12 | 4.89026914296498e-12 |
183 | 0.999999999990722 | 1.85564561580203e-11 | 9.27822807901017e-12 |
184 | 0.99999999998477 | 3.04591413924877e-11 | 1.52295706962438e-11 |
185 | 0.999999999994326 | 1.13473157000314e-11 | 5.6736578500157e-12 |
186 | 0.999999999989594 | 2.08125818576913e-11 | 1.04062909288457e-11 |
187 | 0.999999999983555 | 3.28891315831705e-11 | 1.64445657915852e-11 |
188 | 0.999999999970407 | 5.91852796113114e-11 | 2.95926398056557e-11 |
189 | 0.999999999964211 | 7.15790433300738e-11 | 3.57895216650369e-11 |
190 | 0.999999999954031 | 9.19386329698617e-11 | 4.59693164849309e-11 |
191 | 0.999999999990089 | 1.98210053826074e-11 | 9.9105026913037e-12 |
192 | 0.999999999980804 | 3.83912867942873e-11 | 1.91956433971436e-11 |
193 | 0.999999999968346 | 6.33085238486904e-11 | 3.16542619243452e-11 |
194 | 0.999999999949725 | 1.00550176056252e-10 | 5.02750880281259e-11 |
195 | 0.999999999911311 | 1.77378276954761e-10 | 8.86891384773806e-11 |
196 | 0.999999999885312 | 2.29375666526488e-10 | 1.14687833263244e-10 |
197 | 0.99999999980104 | 3.97919486049495e-10 | 1.98959743024748e-10 |
198 | 0.999999999985146 | 2.97072526085268e-11 | 1.48536263042634e-11 |
199 | 0.999999999987822 | 2.43558403975476e-11 | 1.21779201987738e-11 |
200 | 0.9999999999846 | 3.08002823238131e-11 | 1.54001411619065e-11 |
201 | 0.999999999970685 | 5.86297336570938e-11 | 2.93148668285469e-11 |
202 | 0.999999999954223 | 9.15546764098401e-11 | 4.577733820492e-11 |
203 | 0.99999999990979 | 1.80420081487086e-10 | 9.02100407435432e-11 |
204 | 0.999999999848384 | 3.03231800295373e-10 | 1.51615900147687e-10 |
205 | 0.999999999752651 | 4.94698444350784e-10 | 2.47349222175392e-10 |
206 | 0.999999999516716 | 9.66567085884187e-10 | 4.83283542942094e-10 |
207 | 0.999999999197956 | 1.60408803577008e-09 | 8.02044017885042e-10 |
208 | 0.99999999852789 | 2.94421901073597e-09 | 1.47210950536798e-09 |
209 | 0.999999997582733 | 4.83453410809345e-09 | 2.41726705404673e-09 |
210 | 0.999999998301143 | 3.39771426531736e-09 | 1.69885713265868e-09 |
211 | 0.999999997705074 | 4.58985197442443e-09 | 2.29492598721222e-09 |
212 | 0.999999995713392 | 8.57321621550037e-09 | 4.28660810775019e-09 |
213 | 0.999999991931934 | 1.61361327937278e-08 | 8.06806639686388e-09 |
214 | 0.99999998614587 | 2.77082596849916e-08 | 1.38541298424958e-08 |
215 | 0.999999989337649 | 2.13247029581245e-08 | 1.06623514790622e-08 |
216 | 0.999999988865897 | 2.22682055056101e-08 | 1.11341027528051e-08 |
217 | 0.999999980559803 | 3.88803942886368e-08 | 1.94401971443184e-08 |
218 | 0.999999979433644 | 4.11327123288263e-08 | 2.05663561644132e-08 |
219 | 0.999999968945591 | 6.21088172031865e-08 | 3.10544086015933e-08 |
220 | 0.999999951802914 | 9.63941710193371e-08 | 4.81970855096686e-08 |
221 | 0.999999916588359 | 1.6682328282076e-07 | 8.341164141038e-08 |
222 | 0.999999855761506 | 2.88476989030847e-07 | 1.44238494515423e-07 |
223 | 0.999999872153104 | 2.55693792042697e-07 | 1.27846896021348e-07 |
224 | 0.999999768253551 | 4.63492897377992e-07 | 2.31746448688996e-07 |
225 | 0.999999656779676 | 6.86440648631442e-07 | 3.43220324315721e-07 |
226 | 0.999999836001543 | 3.27996913855367e-07 | 1.63998456927683e-07 |
227 | 0.99999978769022 | 4.24619560803019e-07 | 2.12309780401509e-07 |
228 | 0.99999960621218 | 7.87575640677588e-07 | 3.93787820338794e-07 |
229 | 0.99999963286108 | 7.34277840311842e-07 | 3.67138920155921e-07 |
230 | 0.999999903029864 | 1.93940271976247e-07 | 9.69701359881233e-08 |
231 | 0.999999858625433 | 2.82749134731458e-07 | 1.41374567365729e-07 |
232 | 0.999999736557968 | 5.26884064597701e-07 | 2.6344203229885e-07 |
233 | 0.999999578939086 | 8.42121827356704e-07 | 4.21060913678352e-07 |
234 | 0.999999197113121 | 1.60577375726676e-06 | 8.02886878633381e-07 |
235 | 0.999998687036175 | 2.62592765094752e-06 | 1.31296382547376e-06 |
236 | 0.999997716500497 | 4.56699900693405e-06 | 2.28349950346703e-06 |
237 | 0.999995797380448 | 8.40523910490241e-06 | 4.2026195524512e-06 |
238 | 0.99999458168352 | 1.08366329604438e-05 | 5.41831648022188e-06 |
239 | 0.999992035122499 | 1.59297550016848e-05 | 7.96487750084238e-06 |
240 | 0.999986613590318 | 2.67728193634783e-05 | 1.33864096817392e-05 |
241 | 0.999977370171552 | 4.52596568968807e-05 | 2.26298284484404e-05 |
242 | 0.999961017600736 | 7.7964798528553e-05 | 3.89823992642765e-05 |
243 | 0.999940127602547 | 0.000119744794905927 | 5.98723974529636e-05 |
244 | 0.999903757999846 | 0.000192484000308421 | 9.62420001542107e-05 |
245 | 0.999834383965133 | 0.000331232069734185 | 0.000165616034867093 |
246 | 0.999755036061389 | 0.00048992787722286 | 0.00024496393861143 |
247 | 0.999604797118204 | 0.000790405763591946 | 0.000395202881795973 |
248 | 0.999356043909201 | 0.00128791218159883 | 0.000643956090799417 |
249 | 0.999046354942026 | 0.0019072901159472 | 0.000953645057973599 |
250 | 0.99942393889158 | 0.00115212221684039 | 0.000576061108420197 |
251 | 0.999054343894432 | 0.00189131221113512 | 0.000945656105567562 |
252 | 0.998597435113475 | 0.00280512977304977 | 0.00140256488652488 |
253 | 0.997891534298652 | 0.00421693140269624 | 0.00210846570134812 |
254 | 0.996624864862081 | 0.00675027027583787 | 0.00337513513791893 |
255 | 0.995406646147002 | 0.00918670770599641 | 0.00459335385299821 |
256 | 0.993572681444848 | 0.0128546371103038 | 0.00642731855515188 |
257 | 0.990752080158859 | 0.018495839682282 | 0.00924791984114099 |
258 | 0.987987758978209 | 0.024024482043581 | 0.0120122410217905 |
259 | 0.981780340824828 | 0.0364393183503436 | 0.0182196591751718 |
260 | 0.972785474877232 | 0.0544290502455361 | 0.027214525122768 |
261 | 0.963213670964109 | 0.0735726580717817 | 0.0367863290358909 |
262 | 0.948386719827704 | 0.103226560344592 | 0.0516132801722958 |
263 | 0.934140238605064 | 0.131719522789873 | 0.0658597613949365 |
264 | 0.907801880129711 | 0.184396239740579 | 0.0921981198702893 |
265 | 0.88335278620077 | 0.233294427598461 | 0.11664721379923 |
266 | 0.847526682593642 | 0.304946634812715 | 0.152473317406358 |
267 | 0.805235675099204 | 0.389528649801592 | 0.194764324900796 |
268 | 0.772290408904887 | 0.455419182190226 | 0.227709591095113 |
269 | 0.71644607560091 | 0.567107848798181 | 0.28355392439909 |
270 | 0.754104335448417 | 0.491791329103166 | 0.245895664551583 |
271 | 0.680579384629684 | 0.638841230740632 | 0.319420615370316 |
272 | 0.599283394006402 | 0.801433211987196 | 0.400716605993598 |
273 | 0.525724921981525 | 0.948550156036951 | 0.474275078018475 |
274 | 0.450689287952449 | 0.901378575904898 | 0.549310712047551 |
275 | 0.370746189280261 | 0.741492378560522 | 0.629253810719739 |
276 | 0.345719709440362 | 0.691439418880724 | 0.654280290559638 |
277 | 0.254716343817963 | 0.509432687635926 | 0.745283656182037 |
278 | 0.177366945827967 | 0.354733891655933 | 0.822633054172033 |
279 | 0.122116469709185 | 0.24423293941837 | 0.877883530290815 |
280 | 0.113525991723578 | 0.227051983447156 | 0.886474008276422 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 142 | 0.522058823529412 | NOK |
5% type I error level | 175 | 0.643382352941177 | NOK |
10% type I error level | 206 | 0.757352941176471 | NOK |