Multiple Linear Regression - Estimated Regression Equation |
totsize[t] = + 6408.27878276178 -4.39792730277492views[t] + 0.153962732594566time[t] + 14.8611626036367logins[t] + 2501.74175811672shared[t] + 453.184146038062blogs[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) | 6408.27878276178 | 2928.188657 | 2.1885 | 0.029452 | 0.014726 |
views | -4.39792730277492 | 4.385968 | -1.0027 | 0.316849 | 0.158425 |
time | 0.153962732594566 | 0.044524 | 3.458 | 0.000628 | 0.000314 |
logins | 14.8611626036367 | 61.125086 | 0.2431 | 0.808083 | 0.404042 |
shared | 2501.74175811672 | 514.141518 | 4.8659 | 2e-06 | 1e-06 |
blogs | 453.184146038062 | 47.45012 | 9.5507 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.831347492681125 |
R-squared | 0.691138653587193 |
Adjusted R-squared | 0.685681739339617 |
F-TEST (value) | 126.653750128873 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 22663.5894369044 |
Sum Squared Residuals | 145359634984.572 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 106692.987466422 | 5592.01253357807 |
2 | 84786 | 77823.9901595209 | 6962.00984047906 |
3 | 83123 | 102090.554204045 | -18967.5542040449 |
4 | 101193 | 90611.1661177061 | 10581.8338822939 |
5 | 38361 | 51698.882522169 | -13337.882522169 |
6 | 68504 | 37590.7086238975 | 30913.2913761025 |
7 | 119182 | 118314.125623708 | 867.874376291965 |
8 | 22807 | 12417.0132506498 | 10389.9867493502 |
9 | 17140 | 30440.9007255235 | -13300.9007255236 |
10 | 116174 | 73626.2669580885 | 42547.7330419115 |
11 | 57635 | 61844.1455538361 | -4209.14555383609 |
12 | 66198 | 93975.0209131609 | -27777.0209131609 |
13 | 71701 | 80687.4600617049 | -8986.46006170489 |
14 | 57793 | 66387.7421613997 | -8594.74216139974 |
15 | 80444 | 104410.824408101 | -23966.8244081005 |
16 | 53855 | 89141.0207702393 | -35286.0207702393 |
17 | 97668 | 101205.306600253 | -3537.30660025295 |
18 | 133824 | 113237.493931368 | 20586.506068632 |
19 | 101481 | 83913.4657782409 | 17567.5342217591 |
20 | 99645 | 83139.4343136439 | 16505.5656863561 |
21 | 114789 | 109426.034197507 | 5362.96580249304 |
22 | 99052 | 88106.0785849626 | 10945.9214150374 |
23 | 67654 | 106649.090899932 | -38995.0908999324 |
24 | 65553 | 69465.0780944888 | -3912.07809448881 |
25 | 97500 | 87804.9604858394 | 9695.03951416057 |
26 | 69112 | 77544.6164441997 | -8432.6164441997 |
27 | 82753 | 65638.8441269364 | 17114.1558730636 |
28 | 85323 | 95720.1235363281 | -10397.1235363281 |
29 | 72654 | 83664.2203185805 | -11010.2203185805 |
30 | 30727 | 44411.2001111514 | -13684.2001111514 |
31 | 77873 | 83997.8410743102 | -6124.84107431024 |
32 | 117478 | 92449.4739277506 | 25028.5260722494 |
33 | 74007 | 92348.5792762005 | -18341.5792762005 |
34 | 90183 | 99176.4973973782 | -8993.49739737824 |
35 | 61542 | 38626.9862144764 | 22915.0137855236 |
36 | 101494 | 120518.50931266 | -19024.5093126596 |
37 | 27570 | 33321.4988326127 | -5751.49883261267 |
38 | 55813 | 60764.3762610064 | -4951.37626100642 |
39 | 79215 | 87919.5549416581 | -8704.55494165812 |
40 | 1423 | 6947.74063780608 | -5524.74063780608 |
41 | 55461 | 69209.6142694935 | -13748.6142694935 |
42 | 31081 | 40515.0647395704 | -9434.06473957039 |
43 | 22996 | 35818.5398098829 | -12822.5398098829 |
44 | 83122 | 97768.5487485065 | -14646.5487485065 |
45 | 70106 | 109440.828098504 | -39334.8280985037 |
46 | 60578 | 75187.3372080395 | -14609.3372080396 |
47 | 39992 | 52642.536597434 | -12650.536597434 |
48 | 79892 | 68955.9286617468 | 10936.0713382532 |
49 | 49810 | 53852.7456210463 | -4042.74562104627 |
50 | 71570 | 36181.9775225284 | 35388.0224774716 |
51 | 100708 | 80378.1595947675 | 20329.8404052325 |
52 | 33032 | 29647.7642596517 | 3384.23574034833 |
53 | 82875 | 85091.7890112036 | -2216.78901120361 |
54 | 139077 | 124590.888690593 | 14486.1113094067 |
55 | 71595 | 81434.8066923064 | -9839.80669230637 |
56 | 72260 | 71920.4214375356 | 339.578562464358 |
57 | 5950 | 11479.9143413365 | -5529.9143413365 |
58 | 115762 | 134956.535413467 | -19194.5354134672 |
59 | 32551 | 35426.479029034 | -2875.47902903399 |
60 | 31701 | 41185.240353668 | -9484.24035366799 |
61 | 80670 | 82281.9995602995 | -1611.99956029952 |
62 | 143558 | 108346.794731474 | 35211.2052685256 |
63 | 117105 | 99106.7194159797 | 17998.2805840203 |
64 | 23789 | 32391.420377738 | -8602.420377738 |
65 | 120733 | 149186.814942929 | -28453.8149429289 |
66 | 105195 | 114005.748856755 | -8810.74885675451 |
67 | 73107 | 92262.0218714283 | -19155.0218714283 |
68 | 132068 | 128815.29158719 | 3252.70841281032 |
69 | 149193 | 134363.064471984 | 14829.9355280161 |
70 | 46821 | 73515.755265677 | -26694.755265677 |
71 | 87011 | 96537.9261181839 | -9526.92611818394 |
72 | 95260 | 86072.7144459708 | 9187.28555402917 |
73 | 55183 | 68691.6171348776 | -13508.6171348776 |
74 | 106671 | 87585.9263181489 | 19085.0736818511 |
75 | 73511 | 93796.5796773638 | -20285.5796773638 |
76 | 92945 | 97519.7819879198 | -4574.78198791976 |
77 | 78664 | 68238.7723282976 | 10425.2276717024 |
78 | 70054 | 96587.7706144785 | -26533.7706144785 |
79 | 22618 | 40622.9634904039 | -18004.9634904039 |
80 | 74011 | 84726.4990232299 | -10715.4990232299 |
81 | 83737 | 82906.9412694653 | 830.058730534709 |
82 | 69094 | 76433.6416754305 | -7339.64167543051 |
83 | 93133 | 101457.849424031 | -8324.84942403079 |
84 | 95536 | 102840.242458455 | -7304.24245845462 |
85 | 225920 | 67408.2423818283 | 158511.757618172 |
86 | 62133 | 68788.9788307239 | -6655.97883072386 |
87 | 61370 | 58841.2289411266 | 2528.77105887339 |
88 | 43836 | 43947.9953276001 | -111.995327600091 |
89 | 106117 | 101505.445963367 | 4611.55403663304 |
90 | 38692 | 53728.394894028 | -15036.394894028 |
91 | 84651 | 99006.7058447844 | -14355.7058447844 |
92 | 56622 | 41702.036656374 | 14919.963343626 |
93 | 15986 | 30941.4518157286 | -14955.4518157286 |
94 | 95364 | 76310.1664013129 | 19053.8335986871 |
95 | 26706 | 41987.4648568444 | -15281.4648568444 |
96 | 89691 | 70494.6516195642 | 19196.3483804358 |
97 | 67267 | 61289.348366061 | 5977.65163393902 |
98 | 126846 | 87174.5343298556 | 39671.4656701445 |
99 | 41140 | 66275.6856584158 | -25135.6856584158 |
100 | 102860 | 109365.302671193 | -6505.30267119267 |
101 | 51715 | 66361.744758669 | -14646.744758669 |
102 | 55801 | 76988.5884735345 | -21187.5884735345 |
103 | 111813 | 99158.6967074962 | 12654.3032925038 |
104 | 120293 | 76191.9406717401 | 44101.0593282599 |
105 | 138599 | 104112.361168118 | 34486.6388318824 |
106 | 161647 | 120519.545597039 | 41127.4544029615 |
107 | 115929 | 118866.709171499 | -2937.70917149937 |
108 | 24266 | 31183.2523731614 | -6917.25237316144 |
109 | 162901 | 176666.81600524 | -13765.8160052396 |
110 | 109825 | 90663.7406006615 | 19161.2593993385 |
111 | 129838 | 114818.881975783 | 15019.1180242166 |
112 | 37510 | 46956.1539686944 | -9446.15396869439 |
113 | 43750 | 42846.3578170951 | 903.642182904909 |
114 | 40652 | 66718.9435586263 | -26066.9435586263 |
115 | 87771 | 106744.418413187 | -18973.4184131874 |
116 | 85872 | 71806.1213216357 | 14065.8786783643 |
117 | 89275 | 87342.0717697547 | 1932.92823024528 |
118 | 44418 | 61772.8298262927 | -17354.8298262927 |
119 | 192565 | 43546.7336426628 | 149018.266357337 |
120 | 35232 | 34764.3695087177 | 467.630491282317 |
121 | 40909 | 49764.2668723539 | -8855.26687235389 |
122 | 13294 | 23461.1912986089 | -10167.1912986089 |
123 | 32387 | 56809.6399012214 | -24422.6399012214 |
124 | 140867 | 43640.963394479 | 97226.036605521 |
125 | 120662 | 88621.4793092159 | 32040.5206907841 |
126 | 21233 | 37226.1315952366 | -15993.1315952366 |
127 | 44332 | 37329.9621544997 | 7002.03784550034 |
128 | 61056 | 51511.0376830756 | 9544.96231692437 |
129 | 101338 | 94866.2244667708 | 6471.77553322918 |
130 | 1168 | 13353.923600086 | -12185.923600086 |
131 | 13497 | 23396.2888221628 | -9899.28882216281 |
132 | 65567 | 69562.4934705125 | -3995.49347051249 |
133 | 25162 | 36668.7022490167 | -11506.7022490167 |
134 | 32334 | 30345.0834231023 | 1988.91657689773 |
135 | 40735 | 61653.5087585086 | -20918.5087585086 |
136 | 91413 | 135986.432369111 | -44573.4323691109 |
137 | 855 | 9998.32747444431 | -9143.32747444431 |
138 | 97068 | 82224.3365323188 | 14843.6634676812 |
139 | 44339 | 17874.1092711876 | 26464.8907288124 |
140 | 14116 | 27226.738490495 | -13110.738490495 |
141 | 10288 | 17093.0189889394 | -6805.01898893939 |
142 | 65622 | 55593.0921223331 | 10028.9078776669 |
143 | 16563 | 22778.9451250707 | -6215.94512507075 |
144 | 76643 | 84407.3905457828 | -7764.39054578281 |
145 | 110681 | 83154.3605750449 | 27526.6394249551 |
146 | 29011 | 26026.5419665584 | 2984.45803344159 |
147 | 92696 | 58165.2080471494 | 34530.7919528506 |
148 | 94785 | 56024.0159545499 | 38760.9840454501 |
149 | 8773 | 17550.013803287 | -8777.013803287 |
150 | 83209 | 53659.7944574279 | 29549.2055425721 |
151 | 93815 | 99199.0285608462 | -5384.02856084618 |
152 | 86687 | 88219.7327319211 | -1532.73273192108 |
153 | 34553 | 37890.7351382599 | -3337.73513825989 |
154 | 105547 | 118194.918910473 | -12647.9189104731 |
155 | 103487 | 100616.231272043 | 2870.76872795705 |
156 | 213688 | 152147.660383557 | 61540.3396164434 |
157 | 71220 | 62109.3139227859 | 9110.68607721409 |
158 | 23517 | 39894.8635912833 | -16377.8635912833 |
159 | 56926 | 33522.8822528605 | 23403.1177471395 |
160 | 91721 | 86553.38178333 | 5167.61821667005 |
161 | 115168 | 131995.60773242 | -16827.6077324202 |
162 | 111194 | 48209.5066552265 | 62984.4933447735 |
163 | 51009 | 46305.5706334808 | 4703.42936651916 |
164 | 135777 | 103950.852232606 | 31826.1477673941 |
165 | 51513 | 61880.8805552319 | -10367.8805552319 |
166 | 74163 | 86148.8338613169 | -11985.8338613169 |
167 | 51633 | 81811.4877885263 | -30178.4877885263 |
168 | 75345 | 53589.0927475788 | 21755.9072524212 |
169 | 33416 | 48710.2540614254 | -15294.2540614254 |
170 | 83305 | 59845.5675214502 | 23459.4324785498 |
171 | 98952 | 107519.689647636 | -8567.68964763641 |
172 | 102372 | 121664.565980783 | -19292.5659807832 |
173 | 37238 | 39373.3204798995 | -2135.32047989946 |
174 | 103772 | 123305.876689717 | -19533.8766897175 |
175 | 123969 | 69970.3821032118 | 53998.6178967882 |
176 | 27142 | 38997.8126483162 | -11855.8126483162 |
177 | 135400 | 89225.7256975574 | 46174.2743024426 |
178 | 21399 | 26415.6937171755 | -5016.69371717548 |
179 | 130115 | 110194.910768851 | 19920.089231149 |
180 | 24874 | 40405.0115315547 | -15531.0115315547 |
181 | 34988 | 38857.2148786964 | -3869.21487869642 |
182 | 45549 | 18764.9519065476 | 26784.0480934524 |
183 | 6023 | 10173.844803663 | -4150.84480366303 |
184 | 64466 | 76687.8442971878 | -12221.8442971878 |
185 | 54990 | 110044.653554588 | -55054.6535545884 |
186 | 1644 | 9645.98016123761 | -8001.98016123761 |
187 | 6179 | 17696.1794946764 | -11517.1794946764 |
188 | 3926 | 9923.61335303974 | -5997.61335303974 |
189 | 32755 | 48148.8334441648 | -15393.8334441648 |
190 | 34777 | 28163.2101989238 | 6613.78980107617 |
191 | 73224 | 55654.9931997453 | 17569.0068002547 |
192 | 27114 | 23981.0396904415 | 3132.96030955852 |
193 | 20760 | 40215.477675414 | -19455.477675414 |
194 | 37636 | 34277.9018102926 | 3358.09818970743 |
195 | 65461 | 55336.3259023992 | 10124.6740976008 |
196 | 30080 | 63613.9321167873 | -33533.9321167873 |
197 | 24094 | 23634.2543214479 | 459.745678552136 |
198 | 69008 | 44429.162102112 | 24578.837897888 |
199 | 54968 | 45618.6739492402 | 9349.32605075983 |
200 | 46090 | 54280.3873078553 | -8190.38730785534 |
201 | 27507 | 40303.6851313682 | -12796.6851313682 |
202 | 10672 | 26030.4357939402 | -15358.4357939402 |
203 | 34029 | 39363.7031136661 | -5334.70311366612 |
204 | 46300 | 32409.6900099798 | 13890.3099900202 |
205 | 24760 | 38797.7954322005 | -14037.7954322005 |
206 | 18779 | 16522.3363861311 | 2256.66361386893 |
207 | 21280 | 27546.5869071007 | -6266.5869071007 |
208 | 40662 | 49668.5835940889 | -9006.58359408891 |
209 | 28987 | 42813.6878496453 | -13826.6878496453 |
210 | 22827 | 41429.1650160121 | -18602.1650160121 |
211 | 18513 | 39567.2822209068 | -21054.2822209068 |
212 | 30594 | 38809.0663880643 | -8215.06638806427 |
213 | 24006 | 23396.9472688047 | 609.052731195337 |
214 | 27913 | 26934.5977164824 | 978.402283517579 |
215 | 42744 | 35003.6255402253 | 7740.37445977468 |
216 | 12934 | 24063.6706192508 | -11129.6706192508 |
217 | 22574 | 23255.6732859276 | -681.673285927573 |
218 | 41385 | 39361.1310080857 | 2023.86899191426 |
219 | 18653 | 33529.2690234258 | -14876.2690234258 |
220 | 18472 | 20599.1321389209 | -2127.1321389209 |
221 | 30976 | 29195.7783989001 | 1780.22160109993 |
222 | 63339 | 50189.7884487782 | 13149.2115512218 |
223 | 25568 | 49128.1918125541 | -23560.1918125541 |
224 | 33747 | 28589.4893485717 | 5157.51065142826 |
225 | 4154 | 12782.8149376788 | -8628.81493767882 |
226 | 19474 | 58406.6169174482 | -38932.6169174482 |
227 | 35130 | 29686.4290748589 | 5443.57092514109 |
228 | 39067 | 50376.2039396432 | -11309.2039396432 |
229 | 13310 | 34654.9961796531 | -21344.9961796531 |
230 | 65892 | 25602.2096752756 | 40289.7903247244 |
231 | 4143 | 11381.9408000792 | -7238.94080007923 |
232 | 28579 | 30719.9016748522 | -2140.90167485217 |
233 | 51776 | 35046.4794411391 | 16729.5205588609 |
234 | 21152 | 19311.5478805224 | 1840.45211947756 |
235 | 38084 | 34765.4684355946 | 3318.53156440542 |
236 | 27717 | 25973.2210953361 | 1743.77890466391 |
237 | 32928 | 38606.7353108723 | -5678.73531087227 |
238 | 11342 | 26293.1028861333 | -14951.1028861333 |
239 | 19499 | 28441.9499884365 | -8942.94998843652 |
240 | 16380 | 25461.9199790165 | -9081.91997901653 |
241 | 36874 | 31278.3580415534 | 5595.64195844659 |
242 | 48259 | 58965.1489598612 | -10706.1489598612 |
243 | 16734 | 26477.3893995895 | -9743.38939958946 |
244 | 28207 | 30678.996644138 | -2471.99664413803 |
245 | 30143 | 32740.632588461 | -2597.63258846103 |
246 | 41369 | 36363.9842857725 | 5005.01571422747 |
247 | 45833 | 41373.5613186133 | 4459.43868138674 |
248 | 29156 | 25404.6829029678 | 3751.31709703219 |
249 | 35944 | 31510.3814494412 | 4433.61855055877 |
250 | 36278 | 23728.7208864882 | 12549.2791135118 |
251 | 45588 | 41386.9883702844 | 4201.01162971563 |
252 | 45097 | 42417.9805050967 | 2679.01949490328 |
253 | 3895 | 14919.0146676909 | -11024.0146676909 |
254 | 28394 | 30692.1440249777 | -2298.14402497767 |
255 | 18632 | 26187.9649667929 | -7555.96496679294 |
256 | 2325 | 13150.7644488469 | -10825.7644488469 |
257 | 25139 | 20926.1067681657 | 4212.89323183428 |
258 | 27975 | 25590.7516691778 | 2384.24833082222 |
259 | 14483 | 21345.0686674796 | -6862.06866747962 |
260 | 13127 | 17346.9395872308 | -4219.93958723083 |
261 | 5839 | 8871.2903523869 | -3032.2903523869 |
262 | 24069 | 32704.6146989079 | -8635.61469890792 |
263 | 3738 | 12500.3217309048 | -8762.32173090482 |
264 | 18625 | 28643.3001086735 | -10018.3001086735 |
265 | 36341 | 26335.4445530769 | 10005.5554469231 |
266 | 24548 | 33231.3978402525 | -8683.39784025247 |
267 | 21792 | 34562.3811788565 | -12770.3811788565 |
268 | 26263 | 34711.2969996501 | -8448.29699965015 |
269 | 23686 | 38881.5781616098 | -15195.5781616097 |
270 | 49303 | 37862.4940669022 | 11440.5059330978 |
271 | 25659 | 39797.2288362737 | -14138.2288362737 |
272 | 28904 | 24216.2057166303 | 4687.79428336971 |
273 | 2781 | 10405.7597986402 | -7624.75979864015 |
274 | 29236 | 39795.0615493382 | -10559.0615493382 |
275 | 19546 | 25180.5188125335 | -5634.51881253354 |
276 | 22818 | 37257.9237360796 | -14439.9237360796 |
277 | 32689 | 21522.1014672604 | 11166.8985327396 |
278 | 5752 | 15409.7061182109 | -9657.70611821091 |
279 | 22197 | 39669.2395189643 | -17472.2395189643 |
280 | 20055 | 31839.1179120606 | -11784.1179120606 |
281 | 25272 | 28849.4763092337 | -3577.47630923373 |
282 | 82206 | 25584.6036086704 | 56621.3963913296 |
283 | 32073 | 38565.7671458 | -6492.76714580001 |
284 | 5444 | 15741.490464366 | -10297.490464366 |
285 | 20154 | 18853.4923681445 | 1300.50763185546 |
286 | 36944 | 21262.0282381856 | 15681.9717618144 |
287 | 8019 | 21557.7186863601 | -13538.7186863601 |
288 | 30884 | 45896.0749255069 | -15012.0749255069 |
289 | 19540 | 23369.141926078 | -3829.14192607803 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.377092078660133 | 0.754184157320267 | 0.622907921339867 |
10 | 0.315190534683047 | 0.630381069366094 | 0.684809465316953 |
11 | 0.506949248933765 | 0.986101502132469 | 0.493050751066235 |
12 | 0.403055010737394 | 0.806110021474788 | 0.596944989262606 |
13 | 0.362604855563141 | 0.725209711126282 | 0.637395144436859 |
14 | 0.287446096341453 | 0.574892192682907 | 0.712553903658547 |
15 | 0.346139822328365 | 0.692279644656731 | 0.653860177671635 |
16 | 0.335866695174024 | 0.671733390348047 | 0.664133304825976 |
17 | 0.253537446879558 | 0.507074893759117 | 0.746462553120442 |
18 | 0.229052855922527 | 0.458105711845054 | 0.770947144077473 |
19 | 0.424126805887838 | 0.848253611775676 | 0.575873194112162 |
20 | 0.347508081395378 | 0.695016162790756 | 0.652491918604622 |
21 | 0.276810799304961 | 0.553621598609923 | 0.723189200695039 |
22 | 0.216602112212691 | 0.433204224425381 | 0.783397887787309 |
23 | 0.183964177960966 | 0.367928355921932 | 0.816035822039034 |
24 | 0.138305279893718 | 0.276610559787436 | 0.861694720106282 |
25 | 0.101996286966857 | 0.203992573933715 | 0.898003713033143 |
26 | 0.131400858020172 | 0.262801716040344 | 0.868599141979828 |
27 | 0.110281662419166 | 0.220563324838331 | 0.889718337580834 |
28 | 0.0827674961642264 | 0.165534992328453 | 0.917232503835774 |
29 | 0.0613108347130149 | 0.12262166942603 | 0.938689165286985 |
30 | 0.0550310386171294 | 0.110062077234259 | 0.944968961382871 |
31 | 0.0400659804905045 | 0.080131960981009 | 0.959934019509496 |
32 | 0.0527145816368467 | 0.105429163273693 | 0.947285418363153 |
33 | 0.060898301896026 | 0.121796603792052 | 0.939101698103974 |
34 | 0.0448594119701656 | 0.0897188239403312 | 0.955140588029834 |
35 | 0.0483189361370934 | 0.0966378722741868 | 0.951681063862907 |
36 | 0.0410406258039312 | 0.0820812516078623 | 0.958959374196069 |
37 | 0.0312226090826478 | 0.0624452181652955 | 0.968777390917352 |
38 | 0.0224041806741238 | 0.0448083613482476 | 0.977595819325876 |
39 | 0.0181522658016163 | 0.0363045316032326 | 0.981847734198384 |
40 | 0.0153592658457318 | 0.0307185316914636 | 0.984640734154268 |
41 | 0.0122716983356841 | 0.0245433966713683 | 0.987728301664316 |
42 | 0.00926594878573546 | 0.0185318975714709 | 0.990734051214264 |
43 | 0.00915556594417664 | 0.0183111318883533 | 0.990844434055823 |
44 | 0.00645468849022756 | 0.0129093769804551 | 0.993545311509772 |
45 | 0.00907994545193153 | 0.0181598909038631 | 0.990920054548068 |
46 | 0.00699827479643699 | 0.013996549592874 | 0.993001725203563 |
47 | 0.00525383874442049 | 0.010507677488841 | 0.994746161255579 |
48 | 0.00468503303137323 | 0.00937006606274646 | 0.995314966968627 |
49 | 0.00322878592613494 | 0.00645757185226988 | 0.996771214073865 |
50 | 0.00643917789692751 | 0.012878355793855 | 0.993560822103073 |
51 | 0.0112017903118438 | 0.0224035806236876 | 0.988798209688156 |
52 | 0.00807706361757332 | 0.0161541272351466 | 0.991922936382427 |
53 | 0.00595911492668429 | 0.0119182298533686 | 0.994040885073316 |
54 | 0.00464081637804364 | 0.00928163275608728 | 0.995359183621956 |
55 | 0.00424691766172211 | 0.00849383532344422 | 0.995753082338278 |
56 | 0.00297646965156652 | 0.00595293930313304 | 0.997023530348433 |
57 | 0.00230768700297024 | 0.00461537400594048 | 0.99769231299703 |
58 | 0.00205655710559358 | 0.00411311421118716 | 0.997943442894406 |
59 | 0.00142329211683411 | 0.00284658423366823 | 0.998576707883166 |
60 | 0.00104049724400134 | 0.00208099448800268 | 0.998959502755999 |
61 | 0.000711928907582344 | 0.00142385781516469 | 0.999288071092418 |
62 | 0.00200721413818865 | 0.00401442827637729 | 0.997992785861811 |
63 | 0.00165350078563042 | 0.00330700157126084 | 0.99834649921437 |
64 | 0.00119974337815741 | 0.00239948675631482 | 0.998800256621843 |
65 | 0.00220515498285798 | 0.00441030996571596 | 0.997794845017142 |
66 | 0.00158434823074683 | 0.00316869646149367 | 0.998415651769253 |
67 | 0.00128942280253122 | 0.00257884560506245 | 0.998710577197469 |
68 | 0.000950917391714568 | 0.00190183478342914 | 0.999049082608285 |
69 | 0.000817142329921231 | 0.00163428465984246 | 0.999182857670079 |
70 | 0.000982750850442779 | 0.00196550170088556 | 0.999017249149557 |
71 | 0.000708419534485364 | 0.00141683906897073 | 0.999291580465515 |
72 | 0.000603336182297606 | 0.00120667236459521 | 0.999396663817702 |
73 | 0.000473670030868538 | 0.000947340061737075 | 0.999526329969131 |
74 | 0.000490766829446356 | 0.000981533658892711 | 0.999509233170554 |
75 | 0.000457939058974065 | 0.000915878117948129 | 0.999542060941026 |
76 | 0.000326168781193006 | 0.000652337562386013 | 0.999673831218807 |
77 | 0.000246972715114616 | 0.000493945430229232 | 0.999753027284885 |
78 | 0.000283537661223003 | 0.000567075322446006 | 0.999716462338777 |
79 | 0.000250471465276492 | 0.000500942930552985 | 0.999749528534724 |
80 | 0.000181192591821614 | 0.000362385183643228 | 0.999818807408178 |
81 | 0.000122141896399904 | 0.000244283792799807 | 0.9998778581036 |
82 | 9.23708834144959e-05 | 0.000184741766828992 | 0.999907629116585 |
83 | 6.56833555506388e-05 | 0.000131366711101278 | 0.999934316644449 |
84 | 4.50973791838804e-05 | 9.01947583677609e-05 | 0.999954902620816 |
85 | 0.898655173379591 | 0.202689653240819 | 0.101344826620409 |
86 | 0.882912362157546 | 0.234175275684908 | 0.117087637842454 |
87 | 0.863834995795968 | 0.272330008408064 | 0.136165004204032 |
88 | 0.842785819871017 | 0.314428360257966 | 0.157214180128983 |
89 | 0.821712066768244 | 0.356575866463512 | 0.178287933231756 |
90 | 0.809410609077466 | 0.381178781845069 | 0.190589390922534 |
91 | 0.793046492517222 | 0.413907014965556 | 0.206953507482778 |
92 | 0.775779607881019 | 0.448440784237962 | 0.224220392118981 |
93 | 0.76331483295494 | 0.473370334090121 | 0.236685167045061 |
94 | 0.754443060564821 | 0.491113878870358 | 0.245556939435179 |
95 | 0.739739651273943 | 0.520520697452115 | 0.260260348726057 |
96 | 0.729243681375231 | 0.541512637249538 | 0.270756318624769 |
97 | 0.700432802080884 | 0.599134395838233 | 0.299567197919116 |
98 | 0.757217038277652 | 0.485565923444696 | 0.242782961722348 |
99 | 0.7635455977752 | 0.472908804449599 | 0.236454402224799 |
100 | 0.737257793857138 | 0.525484412285724 | 0.262742206142862 |
101 | 0.721729960458683 | 0.556540079082633 | 0.278270039541317 |
102 | 0.716607742766436 | 0.566784514467128 | 0.283392257233564 |
103 | 0.698387023635103 | 0.603225952729795 | 0.301612976364897 |
104 | 0.776167570577861 | 0.447664858844278 | 0.223832429422139 |
105 | 0.807475593853751 | 0.385048812292498 | 0.192524406146249 |
106 | 0.854263994955324 | 0.291472010089353 | 0.145736005044676 |
107 | 0.834249446684575 | 0.33150110663085 | 0.165750553315425 |
108 | 0.814678615581247 | 0.370642768837507 | 0.185321384418753 |
109 | 0.799843709026758 | 0.400312581946485 | 0.200156290973242 |
110 | 0.792514593930113 | 0.414970812139775 | 0.207485406069887 |
111 | 0.777501200215718 | 0.444997599568565 | 0.222498799784282 |
112 | 0.757125284799392 | 0.485749430401215 | 0.242874715200607 |
113 | 0.7290948024052 | 0.5418103951896 | 0.2709051975948 |
114 | 0.73967004624481 | 0.52065990751038 | 0.26032995375519 |
115 | 0.733171365087863 | 0.533657269824274 | 0.266828634912137 |
116 | 0.715107651489372 | 0.569784697021256 | 0.284892348510628 |
117 | 0.685150685493504 | 0.629698629012992 | 0.314849314506496 |
118 | 0.672957150944453 | 0.654085698111095 | 0.327042849055548 |
119 | 0.999962636113892 | 7.47277722164063e-05 | 3.73638861082032e-05 |
120 | 0.999947162474006 | 0.000105675051988804 | 5.28375259944018e-05 |
121 | 0.999930100287351 | 0.000139799425297529 | 6.98997126487643e-05 |
122 | 0.999910634350935 | 0.000178731298129394 | 8.93656490646972e-05 |
123 | 0.999919311988202 | 0.000161376023596306 | 8.06880117981529e-05 |
124 | 0.999999947269753 | 1.05460494396261e-07 | 5.27302471981305e-08 |
125 | 0.999999964661766 | 7.0676467505716e-08 | 3.5338233752858e-08 |
126 | 0.999999960058871 | 7.98822578479271e-08 | 3.99411289239635e-08 |
127 | 0.999999937230876 | 1.25538248130451e-07 | 6.27691240652255e-08 |
128 | 0.999999912829629 | 1.74340742972711e-07 | 8.71703714863556e-08 |
129 | 0.99999987011318 | 2.59773640164482e-07 | 1.29886820082241e-07 |
130 | 0.999999829589108 | 3.40821783006342e-07 | 1.70410891503171e-07 |
131 | 0.999999775770935 | 4.48458130477168e-07 | 2.24229065238584e-07 |
132 | 0.999999659770478 | 6.80459044154455e-07 | 3.40229522077227e-07 |
133 | 0.999999562835614 | 8.74328771235905e-07 | 4.37164385617953e-07 |
134 | 0.999999337443635 | 1.32511272921549e-06 | 6.62556364607743e-07 |
135 | 0.999999288997788 | 1.42200442359823e-06 | 7.11002211799115e-07 |
136 | 0.999999818178198 | 3.63643604865282e-07 | 1.81821802432641e-07 |
137 | 0.999999742159056 | 5.15681888230174e-07 | 2.57840944115087e-07 |
138 | 0.999999646761502 | 7.06476996581082e-07 | 3.53238498290541e-07 |
139 | 0.999999738852722 | 5.22294555072207e-07 | 2.61147277536104e-07 |
140 | 0.999999655325763 | 6.89348474147525e-07 | 3.44674237073763e-07 |
141 | 0.999999492236341 | 1.01552731872205e-06 | 5.07763659361024e-07 |
142 | 0.999999320816833 | 1.35836633413238e-06 | 6.7918316706619e-07 |
143 | 0.999999001821762 | 1.99635647543887e-06 | 9.98178237719437e-07 |
144 | 0.999998571012553 | 2.85797489486785e-06 | 1.42898744743392e-06 |
145 | 0.999998656033988 | 2.68793202335037e-06 | 1.34396601167519e-06 |
146 | 0.999997994013057 | 4.01197388518258e-06 | 2.00598694259129e-06 |
147 | 0.999998636207735 | 2.72758452985954e-06 | 1.36379226492977e-06 |
148 | 0.99999952176199 | 9.56476020527374e-07 | 4.78238010263687e-07 |
149 | 0.99999931642851 | 1.36714297943346e-06 | 6.83571489716728e-07 |
150 | 0.999999514646464 | 9.70707072295367e-07 | 4.85353536147683e-07 |
151 | 0.999999269571623 | 1.46085675367546e-06 | 7.3042837683773e-07 |
152 | 0.999998884481693 | 2.23103661425567e-06 | 1.11551830712784e-06 |
153 | 0.999998318276147 | 3.36344770566883e-06 | 1.68172385283442e-06 |
154 | 0.999997958468472 | 4.08306305549608e-06 | 2.04153152774804e-06 |
155 | 0.99999692405837 | 6.15188326061846e-06 | 3.07594163030923e-06 |
156 | 0.999999928241637 | 1.43516725289824e-07 | 7.17583626449121e-08 |
157 | 0.999999904907627 | 1.90184746436157e-07 | 9.50923732180783e-08 |
158 | 0.999999878706771 | 2.42586458332048e-07 | 1.21293229166024e-07 |
159 | 0.999999901897381 | 1.96205237830173e-07 | 9.81026189150863e-08 |
160 | 0.999999843708266 | 3.12583467674789e-07 | 1.56291733837394e-07 |
161 | 0.999999803145584 | 3.93708832859476e-07 | 1.96854416429738e-07 |
162 | 0.999999997450271 | 5.09945750482432e-09 | 2.54972875241216e-09 |
163 | 0.999999995750733 | 8.49853474565038e-09 | 4.24926737282519e-09 |
164 | 0.99999999805572 | 3.88855915156413e-09 | 1.94427957578206e-09 |
165 | 0.999999996916611 | 6.16677777270589e-09 | 3.08338888635295e-09 |
166 | 0.999999995066468 | 9.86706465232799e-09 | 4.93353232616399e-09 |
167 | 0.999999996492657 | 7.01468547925818e-09 | 3.50734273962909e-09 |
168 | 0.999999997350106 | 5.29978893021683e-09 | 2.64989446510841e-09 |
169 | 0.999999996280964 | 7.43807157276098e-09 | 3.71903578638049e-09 |
170 | 0.999999997603815 | 4.79237029962569e-09 | 2.39618514981284e-09 |
171 | 0.999999995943723 | 8.1125537199282e-09 | 4.0562768599641e-09 |
172 | 0.999999994374896 | 1.12502077524193e-08 | 5.62510387620964e-09 |
173 | 0.999999990455126 | 1.90897483106561e-08 | 9.54487415532804e-09 |
174 | 0.99999998676015 | 2.64796992875386e-08 | 1.32398496437693e-08 |
175 | 0.999999999851938 | 2.96123718878848e-10 | 1.48061859439424e-10 |
176 | 0.999999999794937 | 4.10125958924791e-10 | 2.05062979462396e-10 |
177 | 0.999999999998103 | 3.79419452943513e-12 | 1.89709726471756e-12 |
178 | 0.99999999999649 | 7.02010130237179e-12 | 3.5100506511859e-12 |
179 | 0.999999999999887 | 2.25532568731397e-13 | 1.12766284365699e-13 |
180 | 0.999999999999837 | 3.2638176626347e-13 | 1.63190883131735e-13 |
181 | 0.999999999999673 | 6.53028299115201e-13 | 3.265141495576e-13 |
182 | 0.999999999999715 | 5.70113951912929e-13 | 2.85056975956464e-13 |
183 | 0.999999999999466 | 1.06806180009891e-12 | 5.34030900049457e-13 |
184 | 0.999999999999059 | 1.8819760110053e-12 | 9.4098800550265e-13 |
185 | 0.999999999999887 | 2.26307295956216e-13 | 1.13153647978108e-13 |
186 | 0.999999999999795 | 4.09707417115694e-13 | 2.04853708557847e-13 |
187 | 0.999999999999687 | 6.25116571885452e-13 | 3.12558285942726e-13 |
188 | 0.999999999999418 | 1.16340560650313e-12 | 5.81702803251566e-13 |
189 | 0.999999999999154 | 1.6912025365547e-12 | 8.45601268277351e-13 |
190 | 0.999999999998435 | 3.12993860574875e-12 | 1.56496930287437e-12 |
191 | 0.999999999999141 | 1.71819052779019e-12 | 8.59095263895096e-13 |
192 | 0.999999999998251 | 3.49849746571815e-12 | 1.74924873285908e-12 |
193 | 0.999999999997921 | 4.15815999064016e-12 | 2.07907999532008e-12 |
194 | 0.999999999996286 | 7.42761443980528e-12 | 3.71380721990264e-12 |
195 | 0.999999999996535 | 6.93100907102536e-12 | 3.46550453551268e-12 |
196 | 0.999999999997808 | 4.38427893563664e-12 | 2.19213946781832e-12 |
197 | 0.999999999995508 | 8.98365491472603e-12 | 4.49182745736301e-12 |
198 | 0.99999999999954 | 9.20590431354513e-13 | 4.60295215677257e-13 |
199 | 0.999999999999469 | 1.06147683710822e-12 | 5.30738418554109e-13 |
200 | 0.999999999999149 | 1.7010737907093e-12 | 8.50536895354649e-13 |
201 | 0.99999999999834 | 3.32076321203421e-12 | 1.6603816060171e-12 |
202 | 0.99999999999739 | 5.22040922676506e-12 | 2.61020461338253e-12 |
203 | 0.999999999994759 | 1.04824693254123e-11 | 5.24123466270613e-12 |
204 | 0.999999999993205 | 1.35893261643321e-11 | 6.79466308216604e-12 |
205 | 0.999999999989375 | 2.12496692995929e-11 | 1.06248346497965e-11 |
206 | 0.999999999978081 | 4.38387905404813e-11 | 2.19193952702406e-11 |
207 | 0.999999999959074 | 8.1851444291738e-11 | 4.0925722145869e-11 |
208 | 0.999999999920648 | 1.58703067938668e-10 | 7.93515339693339e-11 |
209 | 0.999999999871448 | 2.57104034166909e-10 | 1.28552017083455e-10 |
210 | 0.999999999845996 | 3.08007496422527e-10 | 1.54003748211264e-10 |
211 | 0.999999999841689 | 3.16622475601591e-10 | 1.58311237800795e-10 |
212 | 0.99999999971509 | 5.69819142790592e-10 | 2.84909571395296e-10 |
213 | 0.999999999440159 | 1.11968237321893e-09 | 5.59841186609467e-10 |
214 | 0.999999998895128 | 2.20974447680264e-09 | 1.10487223840132e-09 |
215 | 0.999999998562539 | 2.874922075153e-09 | 1.4374610375765e-09 |
216 | 0.999999997604982 | 4.79003680338993e-09 | 2.39501840169496e-09 |
217 | 0.999999995345666 | 9.30866753957302e-09 | 4.65433376978651e-09 |
218 | 0.999999995376492 | 9.24701544887912e-09 | 4.62350772443956e-09 |
219 | 0.999999991685249 | 1.66295023947155e-08 | 8.31475119735777e-09 |
220 | 0.999999984348745 | 3.13025097340005e-08 | 1.56512548670002e-08 |
221 | 0.99999997017489 | 5.96502193603068e-08 | 2.98251096801534e-08 |
222 | 0.999999992340102 | 1.531979553691e-08 | 7.659897768455e-09 |
223 | 0.999999993636361 | 1.27272786875686e-08 | 6.36363934378432e-09 |
224 | 0.999999988956849 | 2.20863011866261e-08 | 1.10431505933131e-08 |
225 | 0.999999980880592 | 3.82388161096309e-08 | 1.91194080548155e-08 |
226 | 0.999999995383332 | 9.23333553361358e-09 | 4.61666776680679e-09 |
227 | 0.999999991921157 | 1.61576852237436e-08 | 8.0788426118718e-09 |
228 | 0.999999984599771 | 3.08004572272223e-08 | 1.54002286136111e-08 |
229 | 0.999999988773188 | 2.24536250267933e-08 | 1.12268125133967e-08 |
230 | 0.999999998697514 | 2.60497115619144e-09 | 1.30248557809572e-09 |
231 | 0.999999997560214 | 4.87957197433944e-09 | 2.43978598716972e-09 |
232 | 0.999999994842594 | 1.03148128291994e-08 | 5.1574064145997e-09 |
233 | 0.999999994751287 | 1.04974266160655e-08 | 5.24871330803275e-09 |
234 | 0.999999988940229 | 2.21195422893866e-08 | 1.10597711446933e-08 |
235 | 0.999999980151996 | 3.96960070788018e-08 | 1.98480035394009e-08 |
236 | 0.999999960397637 | 7.92047256391119e-08 | 3.9602362819556e-08 |
237 | 0.999999938004801 | 1.23990397971454e-07 | 6.1995198985727e-08 |
238 | 0.999999902044735 | 1.95910530606748e-07 | 9.79552653033742e-08 |
239 | 0.999999828966732 | 3.42066536675377e-07 | 1.71033268337688e-07 |
240 | 0.999999664208283 | 6.71583433713576e-07 | 3.35791716856788e-07 |
241 | 0.999999364351774 | 1.2712964512042e-06 | 6.35648225602101e-07 |
242 | 0.999999001503045 | 1.99699391013754e-06 | 9.98496955068771e-07 |
243 | 0.999998408601321 | 3.18279735886285e-06 | 1.59139867943143e-06 |
244 | 0.999997038960831 | 5.92207833760102e-06 | 2.96103916880051e-06 |
245 | 0.999994222944269 | 1.15541114611861e-05 | 5.77705573059304e-06 |
246 | 0.999991491292362 | 1.70174152761509e-05 | 8.50870763807546e-06 |
247 | 0.999985513286982 | 2.89734260355864e-05 | 1.44867130177932e-05 |
248 | 0.999972470430886 | 5.50591382290021e-05 | 2.7529569114501e-05 |
249 | 0.99995087424061 | 9.82515187791345e-05 | 4.91257593895673e-05 |
250 | 0.999953385088539 | 9.32298229222519e-05 | 4.6614911461126e-05 |
251 | 0.999914561198076 | 0.00017087760384747 | 8.5438801923735e-05 |
252 | 0.999868292390086 | 0.000263415219828841 | 0.00013170760991442 |
253 | 0.999777748102842 | 0.000444503794314998 | 0.000222251897157499 |
254 | 0.999628597767745 | 0.000742804464509643 | 0.000371402232254821 |
255 | 0.999471315072861 | 0.00105736985427863 | 0.000528684927139314 |
256 | 0.999231298687693 | 0.00153740262461314 | 0.000768701312306571 |
257 | 0.99898007607339 | 0.0020398478532201 | 0.00101992392661005 |
258 | 0.998277794642962 | 0.0034444107140766 | 0.0017222053570383 |
259 | 0.997658031637111 | 0.00468393672577794 | 0.00234196836288897 |
260 | 0.996290930403538 | 0.00741813919292444 | 0.00370906959646222 |
261 | 0.994265798768935 | 0.0114684024621293 | 0.00573420123106466 |
262 | 0.990576065056734 | 0.0188478698865326 | 0.0094239349432663 |
263 | 0.988403670034392 | 0.0231926599312168 | 0.0115963299656084 |
264 | 0.981377974968378 | 0.0372440500632441 | 0.018622025031622 |
265 | 0.974126052012508 | 0.0517478959749831 | 0.0258739479874915 |
266 | 0.960029093669719 | 0.079941812660562 | 0.039970906330281 |
267 | 0.942795863352389 | 0.114408273295222 | 0.0572041366476109 |
268 | 0.920702411879806 | 0.158595176240388 | 0.0792975881201941 |
269 | 0.92277964804923 | 0.15444070390154 | 0.0772203519507698 |
270 | 0.910011476291878 | 0.179977047416244 | 0.089988523708122 |
271 | 0.9218884260217 | 0.1562231479566 | 0.0781115739782998 |
272 | 0.881335305025196 | 0.237329389949609 | 0.118664694974804 |
273 | 0.876251980947787 | 0.247496038104426 | 0.123748019052213 |
274 | 0.959444864281699 | 0.0811102714366017 | 0.0405551357183009 |
275 | 0.951246704910238 | 0.0975065901795243 | 0.0487532950897622 |
276 | 0.910473330499541 | 0.179053339000918 | 0.089526669500459 |
277 | 0.899295585723708 | 0.201408828552584 | 0.100704414276292 |
278 | 0.919079600220456 | 0.161840799559088 | 0.0809203997795439 |
279 | 0.906634557115361 | 0.186730885769278 | 0.0933654428846391 |
280 | 0.80460820869749 | 0.390783582605021 | 0.19539179130251 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 175 | 0.643382352941177 | NOK |
5% type I error level | 193 | 0.709558823529412 | NOK |
10% type I error level | 202 | 0.742647058823529 | NOK |