Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -11651.9046782155 + 12.0714267837078pageviews[t] + 269.814065182407logins[t] + 135.302408841877compendium_views_info[t] -85.7032294880883compendium_views_pr[t] -847.140145469616shared_compendiums[t] + 392.065482206917blogged_computations[t] -505.900961766511compendiums_reviewed[t] + 363.445568621408feedback_messages_p1[t] + 245.1485067854feedback_messages_p120[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) | -11651.9046782155 | 4496.833126 | -2.5911 | 0.010069 | 0.005035 |
pageviews | 12.0714267837078 | 10.375501 | 1.1635 | 0.245639 | 0.12282 |
logins | 269.814065182407 | 77.507268 | 3.4811 | 0.000579 | 0.00029 |
compendium_views_info | 135.302408841877 | 22.018714 | 6.1449 | 0 | 0 |
compendium_views_pr | -85.7032294880883 | 41.68741 | -2.0559 | 0.040727 | 0.020363 |
shared_compendiums | -847.140145469616 | 678.541427 | -1.2485 | 0.212905 | 0.106452 |
blogged_computations | 392.065482206917 | 90.801466 | 4.3178 | 2.2e-05 | 1.1e-05 |
compendiums_reviewed | -505.900961766511 | 889.06222 | -0.569 | 0.569795 | 0.284898 |
feedback_messages_p1 | 363.445568621408 | 270.012141 | 1.346 | 0.179384 | 0.089692 |
feedback_messages_p120 | 245.1485067854 | 129.886441 | 1.8874 | 0.060144 | 0.030072 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.942499319921858 |
R-squared | 0.888304968053165 |
Adjusted R-squared | 0.884701902506492 |
F-TEST (value) | 246.54143993401 |
F-TEST (DF numerator) | 9 |
F-TEST (DF denominator) | 279 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 27958.8174569858 |
Sum Squared Residuals | 218093037132.461 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 145307.682298377 | 65599.3177016231 |
2 | 120982 | 119470.764286524 | 1511.23571347599 |
3 | 176508 | 162732.097678332 | 13775.9023216677 |
4 | 179321 | 251586.956854708 | -72265.9568547081 |
5 | 123185 | 87571.654505102 | 35613.345494898 |
6 | 52746 | 55033.2949889327 | -2287.29498893267 |
7 | 385534 | 349746.373614478 | 35787.6263855223 |
8 | 33170 | 29690.236715435 | 3479.76328456497 |
9 | 101645 | 89974.4789817343 | 11670.5210182657 |
10 | 149061 | 161044.00783728 | -11983.0078372805 |
11 | 165446 | 141791.531968967 | 23654.468031033 |
12 | 237213 | 206980.029459492 | 30232.9705405084 |
13 | 173326 | 190996.62949521 | -17670.62949521 |
14 | 133131 | 140527.48283948 | -7396.48283947968 |
15 | 258873 | 242052.597361023 | 16820.4026389773 |
16 | 180083 | 152597.852656682 | 27485.1473433177 |
17 | 324799 | 408856.005351149 | -84057.0053511492 |
18 | 230964 | 194138.784203335 | 36825.2157966654 |
19 | 236785 | 228572.442774256 | 8212.55722574422 |
20 | 135473 | 129942.053109546 | 5530.94689045396 |
21 | 202925 | 204784.650980251 | -1859.65098025089 |
22 | 215147 | 205590.264248694 | 9556.7357513055 |
23 | 344297 | 239643.260760314 | 104653.739239686 |
24 | 153935 | 116689.257532775 | 37245.7424672245 |
25 | 132943 | 167711.5454635 | -34768.5454635003 |
26 | 174724 | 269988.539417751 | -95264.5394177514 |
27 | 174415 | 227996.138426445 | -53581.1384264446 |
28 | 225548 | 238476.263767718 | -12928.2637677181 |
29 | 223632 | 192091.747739671 | 31540.2522603286 |
30 | 124817 | 133741.74079635 | -8924.74079634967 |
31 | 221698 | 202322.855180042 | 19375.1448199578 |
32 | 210767 | 206713.84927986 | 4053.15072013983 |
33 | 170266 | 168761.01886889 | 1504.98113110976 |
34 | 260561 | 230726.606848593 | 29834.3931514073 |
35 | 84853 | 103469.037500857 | -18616.0375008568 |
36 | 294424 | 268004.412469041 | 26419.5875309594 |
37 | 101011 | 69862.3405332219 | 31148.6594667781 |
38 | 215641 | 207120.352766156 | 8520.64723384437 |
39 | 325107 | 263525.551339933 | 61581.4486600673 |
40 | 7176 | 4565.68520109837 | 2610.31479890163 |
41 | 167542 | 151477.596231532 | 16064.4037684676 |
42 | 106408 | 70117.8226107052 | 36290.1773892948 |
43 | 96560 | 124307.565408397 | -27747.5654083973 |
44 | 265769 | 274740.004373905 | -8971.00437390532 |
45 | 269651 | 291133.366098808 | -21482.3660988081 |
46 | 149112 | 155503.369062086 | -6391.36906208568 |
47 | 175824 | 223971.935719416 | -48147.9357194157 |
48 | 152871 | 148379.458426352 | 4491.54157364764 |
49 | 111665 | 108952.328348256 | 2712.67165174389 |
50 | 116408 | 169634.684992345 | -53226.6849923445 |
51 | 362301 | 315700.400515985 | 46600.5994840149 |
52 | 78800 | 89502.5091059495 | -10702.5091059495 |
53 | 183167 | 201897.339676415 | -18730.3396764146 |
54 | 277965 | 308718.577862652 | -30753.5778626515 |
55 | 150629 | 202525.63087238 | -51896.6308723803 |
56 | 168809 | 164961.898285834 | 3847.10171416567 |
57 | 24188 | 35783.2274901927 | -11595.2274901927 |
58 | 329267 | 273835.841062396 | 55431.1589376043 |
59 | 65029 | 68814.7914911366 | -3785.79149113655 |
60 | 101097 | 106147.378450971 | -5050.37845097142 |
61 | 218946 | 212440.678817481 | 6505.3211825187 |
62 | 244052 | 218223.350469265 | 25828.6495307353 |
63 | 341570 | 320246.505398158 | 21323.4946018418 |
64 | 103597 | 94459.9499485907 | 9137.0500514093 |
65 | 233328 | 235530.350351012 | -2202.35035101244 |
66 | 256462 | 250740.961320609 | 5721.03867939103 |
67 | 206161 | 181569.228498172 | 24591.7715018281 |
68 | 311473 | 305534.360432067 | 5938.63956793266 |
69 | 235800 | 225787.203242438 | 10012.796757562 |
70 | 177939 | 212035.577317552 | -34096.5773175517 |
71 | 207176 | 195406.387563216 | 11769.6124367838 |
72 | 196553 | 146620.453324114 | 49932.5466758863 |
73 | 174184 | 135003.65669785 | 39180.3433021501 |
74 | 143246 | 165409.17059188 | -22163.1705918795 |
75 | 187559 | 220801.780208784 | -33242.7802087838 |
76 | 187681 | 204853.186093972 | -17172.1860939724 |
77 | 119016 | 155335.714170932 | -36319.7141709316 |
78 | 182192 | 200136.499384599 | -17944.4993845987 |
79 | 73566 | 96825.9685879703 | -23259.9685879703 |
80 | 194979 | 193192.539780968 | 1786.46021903201 |
81 | 167488 | 161221.025112125 | 6266.97488787508 |
82 | 143756 | 179244.974045336 | -35488.9740453357 |
83 | 275541 | 231794.722347873 | 43746.2776521265 |
84 | 243199 | 212416.906830901 | 30782.0931690995 |
85 | 182999 | 163777.855625006 | 19221.1443749937 |
86 | 135649 | 165812.404434189 | -30163.4044341894 |
87 | 152299 | 163025.998094971 | -10726.9980949706 |
88 | 120221 | 139257.322769761 | -19036.3227697609 |
89 | 346485 | 282378.838445768 | 64106.1615542318 |
90 | 145790 | 158370.498264911 | -12580.4982649114 |
91 | 193339 | 156957.629083711 | 36381.370916289 |
92 | 80953 | 94025.427341552 | -13072.427341552 |
93 | 122774 | 149665.254299439 | -26891.2542994389 |
94 | 130585 | 122261.178208161 | 8323.82179183871 |
95 | 112611 | 95352.6683158037 | 17258.3316841963 |
96 | 286468 | 271548.149277313 | 14919.8507226868 |
97 | 241066 | 211495.920520707 | 29570.0794792931 |
98 | 148446 | 276929.822733675 | -128483.822733675 |
99 | 204713 | 183817.009629356 | 20895.9903706437 |
100 | 182079 | 193071.933322032 | -10992.9333220319 |
101 | 140344 | 124536.758470691 | 15807.2415293087 |
102 | 220516 | 245895.699872396 | -25379.6998723962 |
103 | 243060 | 196856.459623677 | 46203.5403763229 |
104 | 162765 | 151300.240075086 | 11464.7599249144 |
105 | 182613 | 150708.570272884 | 31904.4297271164 |
106 | 232138 | 205163.55727845 | 26974.4427215497 |
107 | 265318 | 299389.166773623 | -34071.1667736229 |
108 | 85574 | 95556.7335401174 | -9982.73354011741 |
109 | 310839 | 282100.352121644 | 28738.647878356 |
110 | 225060 | 224374.513612822 | 685.486387177873 |
111 | 232317 | 216567.694034574 | 15749.3059654262 |
112 | 144966 | 156518.492585106 | -11552.4925851062 |
113 | 43287 | 58252.2800019375 | -14965.2800019375 |
114 | 155754 | 151429.860696065 | 4324.13930393548 |
115 | 164709 | 182742.860040093 | -18033.8600400929 |
116 | 201940 | 229678.8561428 | -27738.8561428 |
117 | 235454 | 254849.963227654 | -19395.9632276543 |
118 | 220801 | 174562.746361712 | 46238.2536382883 |
119 | 99466 | 95915.1849539838 | 3550.81504601624 |
120 | 92661 | 113976.718212706 | -21315.7182127057 |
121 | 133328 | 137988.619738052 | -4660.61973805245 |
122 | 61361 | 105198.772757169 | -43837.7727571688 |
123 | 125930 | 153598.459299799 | -27668.4592997989 |
124 | 100750 | 155977.409714958 | -55227.4097149581 |
125 | 224549 | 150208.542775186 | 74340.4572248143 |
126 | 82316 | 62913.113963022 | 19402.886036978 |
127 | 102010 | 91211.1587897781 | 10798.8412102219 |
128 | 101523 | 116590.429101619 | -15067.4291016189 |
129 | 243511 | 221185.657854228 | 22325.3421457718 |
130 | 22938 | 20030.2905670111 | 2907.70943298895 |
131 | 41566 | 45276.9001421903 | -3710.90014219032 |
132 | 152474 | 189894.735462317 | -37420.7354623173 |
133 | 61857 | 44375.533236044 | 17481.466763956 |
134 | 99923 | 163975.883943435 | -64052.8839434354 |
135 | 132487 | 146514.911900727 | -14027.9119007265 |
136 | 317394 | 259415.584593292 | 57978.4154067084 |
137 | 21054 | 18487.7696907634 | 2566.23030923655 |
138 | 209641 | 166263.1983497 | 43377.8016503003 |
139 | 22648 | 41250.156945323 | -18602.156945323 |
140 | 31414 | 38372.0906679687 | -6958.09066796871 |
141 | 46698 | 70121.3912127139 | -23423.3912127139 |
142 | 131698 | 143428.052724704 | -11730.0527247041 |
143 | 91735 | 84779.8265346417 | 6955.17346535831 |
144 | 244749 | 257944.203497045 | -13195.2034970446 |
145 | 184510 | 176598.138893243 | 7911.86110675654 |
146 | 79863 | 101450.570968273 | -21587.5709682733 |
147 | 128423 | 131111.360763345 | -2688.36076334473 |
148 | 97839 | 108925.181926875 | -11086.1819268748 |
149 | 38214 | 54452.2298745598 | -16238.2298745598 |
150 | 151101 | 153168.992263902 | -2067.99226390236 |
151 | 272458 | 248263.670919365 | 24194.3290806347 |
152 | 172494 | 154291.28306534 | 18202.7169346602 |
153 | 108043 | 121450.490740414 | -13407.4907404144 |
154 | 328107 | 319558.298771188 | 8548.70122881219 |
155 | 250579 | 233746.227045965 | 16832.7729540349 |
156 | 351067 | 308684.450044363 | 42382.5499556366 |
157 | 158015 | 137606.993281506 | 20408.0067184937 |
158 | 98866 | 78311.6142469788 | 20554.3857530212 |
159 | 85439 | 107763.638871744 | -22324.6388717445 |
160 | 229242 | 246107.502478286 | -16865.5024782856 |
161 | 351619 | 332673.386521461 | 18945.6134785387 |
162 | 84207 | 97037.2008969485 | -12830.2008969485 |
163 | 120445 | 134145.481983248 | -13700.4819832482 |
164 | 324598 | 343734.941694347 | -19136.9416943471 |
165 | 131069 | 160634.030435633 | -29565.0304356331 |
166 | 204271 | 169607.459700014 | 34663.540299986 |
167 | 165543 | 168508.580649042 | -2965.58064904186 |
168 | 141722 | 123798.613350603 | 17923.3866493968 |
169 | 116048 | 93299.7717984051 | 22748.2282015949 |
170 | 250047 | 164290.845177449 | 85756.1548225507 |
171 | 299775 | 310852.674869197 | -11077.6748691969 |
172 | 195838 | 191433.684343273 | 4404.31565672663 |
173 | 173260 | 174360.367760177 | -1100.36776017667 |
174 | 254488 | 237483.068874677 | 17004.9311253226 |
175 | 104389 | 192133.585002134 | -87744.5850021338 |
176 | 136084 | 132949.419107901 | 3134.58089209936 |
177 | 199476 | 231211.071886225 | -31735.0718862253 |
178 | 92499 | 86842.3938751952 | 5656.60612480482 |
179 | 224330 | 227505.945190715 | -3175.9451907154 |
180 | 135781 | 98771.4560353134 | 37009.5439646866 |
181 | 74408 | 95798.9671175063 | -21390.9671175063 |
182 | 81240 | 136974.622043925 | -55734.6220439253 |
183 | 14688 | 6613.98799822328 | 8074.01200177672 |
184 | 181633 | 158720.002578622 | 22912.9974213776 |
185 | 271856 | 246829.562696104 | 25026.4373038959 |
186 | 7199 | 4276.78772178372 | 2922.21227821628 |
187 | 46660 | 44723.5292997214 | 1936.47070027858 |
188 | 17547 | 2406.46868568529 | 15140.5313143147 |
189 | 133368 | 128404.133091356 | 4963.86690864426 |
190 | 95227 | 84813.2858502251 | 10413.7141497749 |
191 | 152601 | 119755.263215769 | 32845.7367842313 |
192 | 98146 | 104124.249437286 | -5978.24943728564 |
193 | 79619 | 94485.2065049398 | -14866.2065049398 |
194 | 59194 | 61638.3205704883 | -2444.32057048829 |
195 | 139942 | 142586.736871822 | -2644.73687182221 |
196 | 118612 | 114345.632481423 | 4266.36751857699 |
197 | 72880 | 95520.4428086941 | -22640.4428086941 |
198 | 65475 | 56841.5221087671 | 8633.47789123294 |
199 | 99643 | 130526.946798862 | -30883.9467988622 |
200 | 71965 | 77648.7038957531 | -5683.7038957531 |
201 | 77272 | 71724.7393855457 | 5547.26061445433 |
202 | 49289 | 44988.9608358394 | 4300.03916416064 |
203 | 135131 | 124216.002987458 | 10914.9970125419 |
204 | 108446 | 104155.219136178 | 4290.78086382221 |
205 | 89746 | 121715.733639294 | -31969.7336392938 |
206 | 44296 | 53488.9617469507 | -9192.9617469507 |
207 | 77648 | 86911.3838479004 | -9263.38384790039 |
208 | 181528 | 139372.752081091 | 42155.2479189086 |
209 | 134019 | 111251.598130662 | 22767.4018693376 |
210 | 124064 | 128942.296815066 | -4878.29681506557 |
211 | 92630 | 80843.4966210378 | 11786.5033789622 |
212 | 121848 | 97945.7009841202 | 23902.2990158798 |
213 | 52915 | 54848.7062918556 | -1933.70629185556 |
214 | 81872 | 82865.9917431405 | -993.991743140499 |
215 | 58981 | 90609.918765757 | -31628.918765757 |
216 | 53515 | 70039.7527574665 | -16524.7527574665 |
217 | 60812 | 95113.430894973 | -34301.430894973 |
218 | 56375 | 48901.4630531495 | 7473.53694685049 |
219 | 65490 | 61941.7323906623 | 3548.26760933773 |
220 | 80949 | 57093.3121779991 | 23855.6878220009 |
221 | 76302 | 97094.6605951877 | -20792.6605951878 |
222 | 104011 | 113812.006026739 | -9801.00602673896 |
223 | 98104 | 149158.234854011 | -51054.2348540114 |
224 | 67989 | 63645.3456082263 | 4343.65439177373 |
225 | 30989 | 33467.9011919068 | -2478.90119190678 |
226 | 135458 | 133266.813298015 | 2191.18670198461 |
227 | 73504 | 50461.6194852317 | 23042.3805147683 |
228 | 63123 | 91096.2709782579 | -27973.2709782579 |
229 | 61254 | 83547.1649524516 | -22293.1649524516 |
230 | 74914 | 117704.634220409 | -42790.6342204087 |
231 | 31774 | 47084.2601812657 | -15310.2601812657 |
232 | 81437 | 86201.1115199255 | -4764.11151992552 |
233 | 87186 | 120977.228607356 | -33791.228607356 |
234 | 50090 | 55228.9973127089 | -5138.99731270889 |
235 | 65745 | 91892.5728014519 | -26147.5728014519 |
236 | 56653 | 70545.1665802015 | -13892.1665802015 |
237 | 158399 | 110243.750587403 | 48155.2494125973 |
238 | 46455 | 53481.6860225072 | -7026.68602250721 |
239 | 73624 | 85400.2480642114 | -11776.2480642113 |
240 | 38395 | 60970.4880265522 | -22575.4880265522 |
241 | 91899 | 80026.7666749085 | 11872.2333250915 |
242 | 139526 | 142391.511191387 | -2865.51119138672 |
243 | 52164 | 69143.8398904516 | -16979.8398904516 |
244 | 51567 | 60290.0126468694 | -8723.01264686943 |
245 | 70551 | 71784.2436066276 | -1233.2436066276 |
246 | 84856 | 94608.3571819409 | -9752.35718194092 |
247 | 102538 | 126524.550317726 | -23986.5503177258 |
248 | 86678 | 66899.0302664041 | 19778.9697335959 |
249 | 85709 | 78757.8148074778 | 6951.18519252217 |
250 | 34662 | 46047.7589122476 | -11385.7589122476 |
251 | 150580 | 136512.396182147 | 14067.6038178531 |
252 | 99611 | 93391.5736755636 | 6219.42632443639 |
253 | 19349 | 7093.46117902475 | 12255.5388209753 |
254 | 99373 | 101926.026578103 | -2553.02657810345 |
255 | 86230 | 108645.502122877 | -22415.5021228774 |
256 | 30837 | 29497.6272571883 | 1339.37274281165 |
257 | 31706 | 42792.3850429375 | -11086.3850429375 |
258 | 89806 | 80128.6161964253 | 9677.38380357466 |
259 | 62088 | 49471.1648907384 | 12616.8351092616 |
260 | 40151 | 33631.8735530026 | 6519.12644699744 |
261 | 27634 | 39794.9644663621 | -12160.9644663621 |
262 | 76990 | 72802.3198720334 | 4187.68012796663 |
263 | 37460 | 26009.6534064338 | 11450.3465935662 |
264 | 54157 | 60587.8166022006 | -6430.81660220063 |
265 | 49862 | 63732.3896861592 | -13870.3896861592 |
266 | 84337 | 76979.1140846053 | 7357.88591539472 |
267 | 64175 | 86796.4899443216 | -22621.4899443216 |
268 | 59382 | 62037.6632600195 | -2655.66326001946 |
269 | 119308 | 74041.0098329348 | 45266.9901670652 |
270 | 76702 | 90572.6896462298 | -13870.6896462298 |
271 | 103425 | 108848.462479309 | -5423.46247930945 |
272 | 70344 | 69239.266213765 | 1104.73378623503 |
273 | 43410 | 41039.4721619557 | 2370.52783804425 |
274 | 104838 | 101351.64610071 | 3486.35389929037 |
275 | 62215 | 51796.7067423218 | 10418.2932576782 |
276 | 69304 | 85466.5473867103 | -16162.5473867103 |
277 | 53117 | 38060.587349872 | 15056.412650128 |
278 | 19764 | 9495.41136937658 | 10268.5886306234 |
279 | 86680 | 92162.6147615215 | -5482.61476152155 |
280 | 84105 | 71546.5761426364 | 12558.4238573636 |
281 | 77945 | 84589.6358754633 | -6644.63587546329 |
282 | 89113 | 70978.6533362404 | 18134.3466637596 |
283 | 91005 | 91318.2581881496 | -313.258188149632 |
284 | 40248 | 27955.3220952864 | 12292.6779047136 |
285 | 64187 | 63734.026605768 | 452.973394232048 |
286 | 50857 | 55494.9126320544 | -4637.91263205436 |
287 | 56613 | 55385.6385773138 | 1227.36142268616 |
288 | 62792 | 64499.1601167897 | -1707.16011678974 |
289 | 72535 | 75052.9041561288 | -2517.90415612877 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
13 | 0.857818517211781 | 0.284362965576437 | 0.142181482788219 |
14 | 0.754992414088775 | 0.49001517182245 | 0.245007585911225 |
15 | 0.657193179925408 | 0.685613640149183 | 0.342806820074592 |
16 | 0.540085671621645 | 0.91982865675671 | 0.459914328378355 |
17 | 0.959089226947749 | 0.0818215461045016 | 0.0409107730522508 |
18 | 0.94167179124907 | 0.116656417501859 | 0.0583282087509297 |
19 | 0.933440247596371 | 0.133119504807258 | 0.0665597524036288 |
20 | 0.954850167936004 | 0.090299664127992 | 0.045149832063996 |
21 | 0.94006435024922 | 0.11987129950156 | 0.0599356497507798 |
22 | 0.915796942978206 | 0.168406114043588 | 0.0842030570217941 |
23 | 0.998565269516863 | 0.00286946096627371 | 0.00143473048313686 |
24 | 0.997770284471859 | 0.00445943105628166 | 0.00222971552814083 |
25 | 0.997330035861767 | 0.0053399282764655 | 0.00266996413823275 |
26 | 0.999505146463797 | 0.000989707072405207 | 0.000494853536202604 |
27 | 0.999758260262683 | 0.000483479474633839 | 0.00024173973731692 |
28 | 0.999587414490042 | 0.00082517101991637 | 0.000412585509958185 |
29 | 0.999553366564515 | 0.000893266870969766 | 0.000446633435484883 |
30 | 0.999474888730307 | 0.00105022253938637 | 0.000525111269693184 |
31 | 0.999458107514659 | 0.00108378497068167 | 0.000541892485340835 |
32 | 0.999115443818367 | 0.0017691123632667 | 0.000884556181633352 |
33 | 0.998642474705631 | 0.00271505058873712 | 0.00135752529436856 |
34 | 0.998690983670334 | 0.00261803265933194 | 0.00130901632966597 |
35 | 0.998707638906458 | 0.00258472218708352 | 0.00129236109354176 |
36 | 0.998368624517851 | 0.00326275096429851 | 0.00163137548214925 |
37 | 0.997787112192351 | 0.0044257756152986 | 0.0022128878076493 |
38 | 0.996769280002178 | 0.00646143999564417 | 0.00323071999782208 |
39 | 0.999003826740426 | 0.00199234651914894 | 0.00099617325957447 |
40 | 0.999171744190023 | 0.00165651161995335 | 0.000828255809976676 |
41 | 0.998812578615188 | 0.00237484276962393 | 0.00118742138481197 |
42 | 0.998460546124713 | 0.00307890775057494 | 0.00153945387528747 |
43 | 0.998073555786653 | 0.00385288842669369 | 0.00192644421334684 |
44 | 0.997220987645806 | 0.00555802470838716 | 0.00277901235419358 |
45 | 0.997901023541917 | 0.00419795291616564 | 0.00209897645808282 |
46 | 0.997060383409938 | 0.00587923318012433 | 0.00293961659006217 |
47 | 0.996945875337997 | 0.00610824932400663 | 0.00305412466200332 |
48 | 0.995692904152596 | 0.00861419169480735 | 0.00430709584740367 |
49 | 0.994234022579851 | 0.0115319548402984 | 0.0057659774201492 |
50 | 0.999131708738768 | 0.00173658252246365 | 0.000868291261231823 |
51 | 0.9999166159742 | 0.000166768051600242 | 8.33840258001208e-05 |
52 | 0.999884635181327 | 0.000230729637345475 | 0.000115364818672737 |
53 | 0.999858361529857 | 0.00028327694028519 | 0.000141638470142595 |
54 | 0.999839541086101 | 0.00032091782779811 | 0.000160458913899055 |
55 | 0.999951786005084 | 9.64279898319746e-05 | 4.82139949159873e-05 |
56 | 0.999926683784544 | 0.000146632430911496 | 7.3316215455748e-05 |
57 | 0.999913461824692 | 0.000173076350615591 | 8.65381753077954e-05 |
58 | 0.999979091968209 | 4.18160635813181e-05 | 2.09080317906591e-05 |
59 | 0.999968241186744 | 6.35176265121161e-05 | 3.1758813256058e-05 |
60 | 0.999955211166815 | 8.95776663690786e-05 | 4.47888331845393e-05 |
61 | 0.999937381143405 | 0.00012523771319059 | 6.26188565952948e-05 |
62 | 0.999937551352878 | 0.000124897294244921 | 6.24486471224606e-05 |
63 | 0.999930648819028 | 0.000138702361943495 | 6.93511809717473e-05 |
64 | 0.999897589937146 | 0.000204820125707989 | 0.000102410062853994 |
65 | 0.99985756782341 | 0.000284864353180742 | 0.000142432176590371 |
66 | 0.999791939980034 | 0.000416120039931234 | 0.000208060019965617 |
67 | 0.999757508108091 | 0.000484983783818838 | 0.000242491891909419 |
68 | 0.999656416955491 | 0.000687166089017038 | 0.000343583044508519 |
69 | 0.999529375987484 | 0.000941248025031866 | 0.000470624012515933 |
70 | 0.999552816357462 | 0.00089436728507632 | 0.00044718364253816 |
71 | 0.999399328060567 | 0.00120134387886549 | 0.000600671939432746 |
72 | 0.999653886473831 | 0.000692227052337337 | 0.000346113526168669 |
73 | 0.999705789164348 | 0.00058842167130329 | 0.000294210835651645 |
74 | 0.999701701690803 | 0.000596596618393741 | 0.000298298309196871 |
75 | 0.999740096095595 | 0.000519807808809513 | 0.000259903904404756 |
76 | 0.999684834483375 | 0.000630331033249918 | 0.000315165516624959 |
77 | 0.999745667342618 | 0.000508665314762973 | 0.000254332657381487 |
78 | 0.999680017706283 | 0.000639964587433206 | 0.000319982293716603 |
79 | 0.999662694665115 | 0.000674610669769614 | 0.000337305334884807 |
80 | 0.999525305585908 | 0.000949388828183474 | 0.000474694414091737 |
81 | 0.999345044816029 | 0.00130991036794097 | 0.000654955183970486 |
82 | 0.999452994530849 | 0.00109401093830171 | 0.000547005469150854 |
83 | 0.99966444362131 | 0.000671112757379833 | 0.000335556378689916 |
84 | 0.999664918973444 | 0.000670162053112269 | 0.000335081026556134 |
85 | 0.999586499793489 | 0.000827000413021826 | 0.000413500206510913 |
86 | 0.999602089115074 | 0.000795821769851774 | 0.000397910884925887 |
87 | 0.999481314154935 | 0.00103737169012917 | 0.000518685845064583 |
88 | 0.999401539194694 | 0.00119692161061136 | 0.00059846080530568 |
89 | 0.999843562785884 | 0.000312874428232516 | 0.000156437214116258 |
90 | 0.999799047221589 | 0.000401905556821085 | 0.000200952778410543 |
91 | 0.999810233910249 | 0.00037953217950133 | 0.000189766089750665 |
92 | 0.999757629793376 | 0.000484740413247112 | 0.000242370206623556 |
93 | 0.999748347355999 | 0.000503305288001178 | 0.000251652644000589 |
94 | 0.999658879945609 | 0.0006822401087813 | 0.00034112005439065 |
95 | 0.999570576994393 | 0.000858846011214373 | 0.000429423005607187 |
96 | 0.999494915373151 | 0.00101016925369796 | 0.000505084626848979 |
97 | 0.999443099574122 | 0.00111380085175551 | 0.000556900425877757 |
98 | 0.999999714274666 | 5.71450667881193e-07 | 2.85725333940596e-07 |
99 | 0.999999612960553 | 7.74078893798329e-07 | 3.87039446899164e-07 |
100 | 0.999999435776816 | 1.12844636704242e-06 | 5.64223183521211e-07 |
101 | 0.999999218021374 | 1.5639572513798e-06 | 7.81978625689901e-07 |
102 | 0.999999188197893 | 1.6236042137384e-06 | 8.11802106869202e-07 |
103 | 0.999999653387446 | 6.93225108701347e-07 | 3.46612554350674e-07 |
104 | 0.999999487947675 | 1.02410464999182e-06 | 5.12052324995911e-07 |
105 | 0.999999521465246 | 9.57069507531997e-07 | 4.78534753765998e-07 |
106 | 0.999999485993145 | 1.02801371002061e-06 | 5.14006855010305e-07 |
107 | 0.99999956790551 | 8.64188979767298e-07 | 4.32094489883649e-07 |
108 | 0.999999411648983 | 1.17670203421718e-06 | 5.8835101710859e-07 |
109 | 0.999999433522482 | 1.13295503560544e-06 | 5.66477517802721e-07 |
110 | 0.999999120997119 | 1.75800576304181e-06 | 8.79002881520905e-07 |
111 | 0.999998820671104 | 2.35865779256316e-06 | 1.17932889628158e-06 |
112 | 0.999998461754667 | 3.0764906667812e-06 | 1.5382453333906e-06 |
113 | 0.999998001280695 | 3.99743861070908e-06 | 1.99871930535454e-06 |
114 | 0.999997049353956 | 5.90129208865031e-06 | 2.95064604432516e-06 |
115 | 0.999996320462684 | 7.35907463151519e-06 | 3.67953731575759e-06 |
116 | 0.999996093139545 | 7.81372090987423e-06 | 3.90686045493711e-06 |
117 | 0.999995369714384 | 9.26057123130279e-06 | 4.63028561565139e-06 |
118 | 0.99999771392677 | 4.57214646074749e-06 | 2.28607323037375e-06 |
119 | 0.999996562213015 | 6.87557397084094e-06 | 3.43778698542047e-06 |
120 | 0.999996241335131 | 7.51732973846461e-06 | 3.75866486923231e-06 |
121 | 0.999994515364361 | 1.0969271278351e-05 | 5.48463563917549e-06 |
122 | 0.999997604913863 | 4.79017227392619e-06 | 2.39508613696309e-06 |
123 | 0.999997358431033 | 5.28313793472105e-06 | 2.64156896736053e-06 |
124 | 0.99999920558206 | 1.58883588035568e-06 | 7.94417940177839e-07 |
125 | 0.999999948277914 | 1.03444172469137e-07 | 5.17220862345687e-08 |
126 | 0.99999993458675 | 1.3082649986643e-07 | 6.54132499332152e-08 |
127 | 0.999999905077622 | 1.89844755089579e-07 | 9.49223775447894e-08 |
128 | 0.999999868130843 | 2.63738314214727e-07 | 1.31869157107364e-07 |
129 | 0.999999837346642 | 3.2530671656325e-07 | 1.62653358281625e-07 |
130 | 0.999999743368217 | 5.13263566064844e-07 | 2.56631783032422e-07 |
131 | 0.999999607667855 | 7.84664289515152e-07 | 3.92332144757576e-07 |
132 | 0.999999772420317 | 4.55159366721123e-07 | 2.27579683360562e-07 |
133 | 0.999999691994167 | 6.16011665569563e-07 | 3.08005832784781e-07 |
134 | 0.999999963689749 | 7.26205017288978e-08 | 3.63102508644489e-08 |
135 | 0.999999948736317 | 1.02527365012295e-07 | 5.12636825061477e-08 |
136 | 0.999999988692977 | 2.26140458501626e-08 | 1.13070229250813e-08 |
137 | 0.999999981395201 | 3.72095984090095e-08 | 1.86047992045048e-08 |
138 | 0.99999999262 | 1.4760000125634e-08 | 7.38000006281698e-09 |
139 | 0.999999991018865 | 1.79622700111629e-08 | 8.98113500558146e-09 |
140 | 0.999999985744917 | 2.8510166846294e-08 | 1.4255083423147e-08 |
141 | 0.999999984444076 | 3.11118474795608e-08 | 1.55559237397804e-08 |
142 | 0.999999977490228 | 4.50195450642462e-08 | 2.25097725321231e-08 |
143 | 0.999999965477975 | 6.90440503081291e-08 | 3.45220251540646e-08 |
144 | 0.999999949406199 | 1.01187601743757e-07 | 5.05938008718784e-08 |
145 | 0.99999992566884 | 1.48662319938321e-07 | 7.43311599691603e-08 |
146 | 0.999999916157896 | 1.67684209068782e-07 | 8.3842104534391e-08 |
147 | 0.999999876642272 | 2.46715455662658e-07 | 1.23357727831329e-07 |
148 | 0.999999820808353 | 3.58383294608868e-07 | 1.79191647304434e-07 |
149 | 0.999999755317741 | 4.89364517303396e-07 | 2.44682258651698e-07 |
150 | 0.999999613722056 | 7.72555887578867e-07 | 3.86277943789433e-07 |
151 | 0.999999566466559 | 8.67066881372287e-07 | 4.33533440686144e-07 |
152 | 0.999999469014017 | 1.06197196524712e-06 | 5.30985982623559e-07 |
153 | 0.999999308927487 | 1.38214502664946e-06 | 6.91072513324732e-07 |
154 | 0.999999085539647 | 1.82892070657632e-06 | 9.1446035328816e-07 |
155 | 0.999998965909714 | 2.06818057245588e-06 | 1.03409028622794e-06 |
156 | 0.999999594470494 | 8.11059012486925e-07 | 4.05529506243462e-07 |
157 | 0.999999610717036 | 7.78565928774281e-07 | 3.8928296438714e-07 |
158 | 0.999999638161055 | 7.23677889384036e-07 | 3.61838944692018e-07 |
159 | 0.999999575066915 | 8.49866171095518e-07 | 4.24933085547759e-07 |
160 | 0.999999392739239 | 1.21452152153351e-06 | 6.07260760766755e-07 |
161 | 0.999999310173723 | 1.37965255371067e-06 | 6.89826276855334e-07 |
162 | 0.999999018734199 | 1.96253160105729e-06 | 9.81265800528646e-07 |
163 | 0.999998803425305 | 2.39314938957692e-06 | 1.19657469478846e-06 |
164 | 0.999998376965902 | 3.24606819506197e-06 | 1.62303409753099e-06 |
165 | 0.999998552028893 | 2.89594221417835e-06 | 1.44797110708918e-06 |
166 | 0.999999378026261 | 1.24394747821445e-06 | 6.21973739107224e-07 |
167 | 0.999999075515908 | 1.84896818482886e-06 | 9.24484092414428e-07 |
168 | 0.999998753579284 | 2.4928414318145e-06 | 1.24642071590725e-06 |
169 | 0.999998582026829 | 2.83594634243574e-06 | 1.41797317121787e-06 |
170 | 0.999999987743362 | 2.45132760463701e-08 | 1.22566380231851e-08 |
171 | 0.999999979751276 | 4.04974479536481e-08 | 2.02487239768241e-08 |
172 | 0.999999971497322 | 5.70053551646433e-08 | 2.85026775823217e-08 |
173 | 0.999999952381886 | 9.52362272926396e-08 | 4.76181136463198e-08 |
174 | 0.999999980718105 | 3.85637892943621e-08 | 1.92818946471811e-08 |
175 | 0.999999999461747 | 1.07650602823892e-09 | 5.38253014119461e-10 |
176 | 0.999999999108168 | 1.78366349394395e-09 | 8.91831746971976e-10 |
177 | 0.99999999931504 | 1.36991960109033e-09 | 6.84959800545167e-10 |
178 | 0.999999998857696 | 2.28460859479742e-09 | 1.14230429739871e-09 |
179 | 0.999999998128287 | 3.74342524145268e-09 | 1.87171262072634e-09 |
180 | 0.999999999158433 | 1.68313469815663e-09 | 8.41567349078316e-10 |
181 | 0.999999998975788 | 2.04842393998435e-09 | 1.02421196999218e-09 |
182 | 0.999999999911735 | 1.76529881122768e-10 | 8.82649405613841e-11 |
183 | 0.999999999836864 | 3.2627164040008e-10 | 1.6313582020004e-10 |
184 | 0.999999999850817 | 2.98366925726952e-10 | 1.49183462863476e-10 |
185 | 0.999999999961717 | 7.6565977382663e-11 | 3.82829886913315e-11 |
186 | 0.999999999931237 | 1.37525411642046e-10 | 6.8762705821023e-11 |
187 | 0.999999999877559 | 2.44881531928448e-10 | 1.22440765964224e-10 |
188 | 0.999999999777434 | 4.45132167851778e-10 | 2.22566083925889e-10 |
189 | 0.99999999965664 | 6.86719516888507e-10 | 3.43359758444254e-10 |
190 | 0.999999999627243 | 7.45513254580553e-10 | 3.72756627290277e-10 |
191 | 0.999999999960738 | 7.85246539332643e-11 | 3.92623269666321e-11 |
192 | 0.999999999923987 | 1.52026815927362e-10 | 7.6013407963681e-11 |
193 | 0.999999999876873 | 2.46253713620408e-10 | 1.23126856810204e-10 |
194 | 0.99999999976468 | 4.7063929002653e-10 | 2.35319645013265e-10 |
195 | 0.999999999576994 | 8.46011126988597e-10 | 4.23005563494298e-10 |
196 | 0.999999999302294 | 1.39541210444853e-09 | 6.97706052224266e-10 |
197 | 0.999999999247705 | 1.50459075726438e-09 | 7.52295378632188e-10 |
198 | 0.999999998643573 | 2.71285454796814e-09 | 1.35642727398407e-09 |
199 | 0.999999998649819 | 2.70036235618714e-09 | 1.35018117809357e-09 |
200 | 0.999999997580494 | 4.8390116932158e-09 | 2.4195058466079e-09 |
201 | 0.999999995598483 | 8.80303492183818e-09 | 4.40151746091909e-09 |
202 | 0.999999993073926 | 1.38521484509581e-08 | 6.92607422547905e-09 |
203 | 0.999999988689341 | 2.26213182110472e-08 | 1.13106591055236e-08 |
204 | 0.999999979700727 | 4.05985459574277e-08 | 2.02992729787138e-08 |
205 | 0.999999980006329 | 3.99873415894916e-08 | 1.99936707947458e-08 |
206 | 0.999999964164766 | 7.16704688086402e-08 | 3.58352344043201e-08 |
207 | 0.999999938806645 | 1.22386710254108e-07 | 6.11933551270541e-08 |
208 | 0.999999990021049 | 1.99579018852777e-08 | 9.97895094263884e-09 |
209 | 0.999999994233225 | 1.15335490595009e-08 | 5.76677452975044e-09 |
210 | 0.999999990018397 | 1.99632067282254e-08 | 9.98160336411268e-09 |
211 | 0.999999985438121 | 2.91237572138496e-08 | 1.45618786069248e-08 |
212 | 0.999999993445631 | 1.31087372208079e-08 | 6.55436861040397e-09 |
213 | 0.999999987396376 | 2.5207248673737e-08 | 1.26036243368685e-08 |
214 | 0.999999975955265 | 4.80894709218467e-08 | 2.40447354609233e-08 |
215 | 0.999999974393146 | 5.1213708154771e-08 | 2.56068540773855e-08 |
216 | 0.999999971213444 | 5.7573112487929e-08 | 2.87865562439645e-08 |
217 | 0.999999986871373 | 2.62572531003769e-08 | 1.31286265501885e-08 |
218 | 0.999999974624285 | 5.07514301202179e-08 | 2.53757150601089e-08 |
219 | 0.999999955225128 | 8.95497443679828e-08 | 4.47748721839914e-08 |
220 | 0.999999951863847 | 9.62723057125619e-08 | 4.8136152856281e-08 |
221 | 0.999999925880714 | 1.48238572504853e-07 | 7.41192862524267e-08 |
222 | 0.99999986220596 | 2.75588079729763e-07 | 1.37794039864881e-07 |
223 | 0.999999958288228 | 8.34235450657807e-08 | 4.17117725328904e-08 |
224 | 0.999999924405264 | 1.51189471776476e-07 | 7.55947358882381e-08 |
225 | 0.999999856566829 | 2.8686634276675e-07 | 1.43433171383375e-07 |
226 | 0.999999740086365 | 5.19827269818289e-07 | 2.59913634909145e-07 |
227 | 0.999999731094474 | 5.37811051654056e-07 | 2.68905525827028e-07 |
228 | 0.999999797416755 | 4.05166490477321e-07 | 2.0258324523866e-07 |
229 | 0.999999715164023 | 5.69671954828945e-07 | 2.84835977414473e-07 |
230 | 0.999999942661004 | 1.14677991238931e-07 | 5.73389956194657e-08 |
231 | 0.999999945991624 | 1.0801675196161e-07 | 5.40083759808052e-08 |
232 | 0.999999890330832 | 2.19338335822126e-07 | 1.09669167911063e-07 |
233 | 0.999999969920608 | 6.01587849344132e-08 | 3.00793924672066e-08 |
234 | 0.999999937874853 | 1.24250294080489e-07 | 6.21251470402447e-08 |
235 | 0.999999914797779 | 1.70404441641575e-07 | 8.52022208207877e-08 |
236 | 0.999999837092364 | 3.25815272258518e-07 | 1.62907636129259e-07 |
237 | 0.999999998191332 | 3.6173368151247e-09 | 1.80866840756235e-09 |
238 | 0.999999996302619 | 7.3947615838288e-09 | 3.6973807919144e-09 |
239 | 0.999999993131294 | 1.37374128999092e-08 | 6.86870644995458e-09 |
240 | 0.999999994980979 | 1.00380421652462e-08 | 5.01902108262309e-09 |
241 | 0.99999999362301 | 1.27539796407606e-08 | 6.37698982038032e-09 |
242 | 0.999999984618768 | 3.07624636740397e-08 | 1.53812318370199e-08 |
243 | 0.999999980818451 | 3.83630980886229e-08 | 1.91815490443114e-08 |
244 | 0.999999966617353 | 6.67652937103193e-08 | 3.33826468551597e-08 |
245 | 0.999999925690488 | 1.48619024693548e-07 | 7.43095123467741e-08 |
246 | 0.999999825444508 | 3.49110984146848e-07 | 1.74555492073424e-07 |
247 | 0.999999777514087 | 4.44971825571463e-07 | 2.22485912785731e-07 |
248 | 0.999999712970637 | 5.74058725071684e-07 | 2.87029362535842e-07 |
249 | 0.999999333839255 | 1.33232148918213e-06 | 6.66160744591064e-07 |
250 | 0.999998761259434 | 2.4774811325798e-06 | 1.2387405662899e-06 |
251 | 0.999998451528512 | 3.09694297508863e-06 | 1.54847148754431e-06 |
252 | 0.999996879062327 | 6.24187534586507e-06 | 3.12093767293253e-06 |
253 | 0.999992927982789 | 1.41440344217527e-05 | 7.07201721087636e-06 |
254 | 0.999984237339221 | 3.15253215588509e-05 | 1.57626607794254e-05 |
255 | 0.999984494974182 | 3.10100516359675e-05 | 1.55050258179838e-05 |
256 | 0.999968187282544 | 6.36254349123811e-05 | 3.18127174561905e-05 |
257 | 0.999962553474688 | 7.48930506238077e-05 | 3.74465253119039e-05 |
258 | 0.999942903823316 | 0.000114192353368891 | 5.70961766844455e-05 |
259 | 0.999908741642284 | 0.000182516715431946 | 9.12583577159731e-05 |
260 | 0.999799381630087 | 0.000401236739825768 | 0.000200618369912884 |
261 | 0.999580512495707 | 0.000838975008586155 | 0.000419487504293078 |
262 | 0.999125496595071 | 0.00174900680985846 | 0.000874503404929229 |
263 | 0.998200658422785 | 0.00359868315443052 | 0.00179934157721526 |
264 | 0.996563777828148 | 0.00687244434370488 | 0.00343622217185244 |
265 | 0.997441215240887 | 0.00511756951822683 | 0.00255878475911342 |
266 | 0.9956730196927 | 0.00865396061460027 | 0.00432698030730014 |
267 | 0.997500049222283 | 0.00499990155543321 | 0.0024999507777166 |
268 | 0.995501845815091 | 0.00899630836981774 | 0.00449815418490887 |
269 | 0.999978931104311 | 4.21377913773528e-05 | 2.10688956886764e-05 |
270 | 0.999953980935876 | 9.20381282480265e-05 | 4.60190641240132e-05 |
271 | 0.999840941298464 | 0.000318117403071031 | 0.000159058701535516 |
272 | 0.999499315367552 | 0.00100136926489528 | 0.000500684632447639 |
273 | 0.998695043512003 | 0.00260991297599359 | 0.00130495648799679 |
274 | 0.995821439366602 | 0.00835712126679601 | 0.00417856063339801 |
275 | 0.989263247448578 | 0.021473505102845 | 0.0107367525514225 |
276 | 0.966592457075987 | 0.0668150858480269 | 0.0334075429240135 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 251 | 0.950757575757576 | NOK |
5% type I error level | 253 | 0.958333333333333 | NOK |
10% type I error level | 256 | 0.96969696969697 | NOK |