Multiple Linear Regression - Estimated Regression Equation |
Time_in_rfc[t] = + 28743.830274923 -14910.2581685255Pop[t] -74.5413559050094T[t] + 15.7320958425569Pop_t[t] + 632.352024952385Logins[t] + 128.48773639752Logins_P[t] + 835.206852241428Blogged_computations[t] + 92.8274679055183Blogged_computations_P[t] -1359.92082905061Compendiums_reviewed[t] + 2240.51551071304Compendiums_reviewed_P[t] + 660.266130173957Feedback_messages_p120[t] -514.729216771152Feedback_messages_p120_P[t] + 0.506057284022991Total_number_of_characters[t] -0.321189510846034Total_number_of_characters_P[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) | 28743.830274923 | 26143.60733 | 1.0995 | 0.272529 | 0.136265 |
Pop | -14910.2581685255 | 28636.769189 | -0.5207 | 0.603017 | 0.301508 |
T | -74.5413559050094 | 91.203958 | -0.8173 | 0.414462 | 0.207231 |
Pop_t | 15.7320958425569 | 112.878119 | 0.1394 | 0.889258 | 0.444629 |
Logins | 632.352024952385 | 178.586642 | 3.5409 | 0.000468 | 0.000234 |
Logins_P | 128.48773639752 | 201.999559 | 0.6361 | 0.525254 | 0.262627 |
Blogged_computations | 835.206852241428 | 275.041454 | 3.0367 | 0.002622 | 0.001311 |
Blogged_computations_P | 92.8274679055183 | 299.235222 | 0.3102 | 0.756632 | 0.378316 |
Compendiums_reviewed | -1359.92082905061 | 1159.740878 | -1.1726 | 0.241968 | 0.120984 |
Compendiums_reviewed_P | 2240.51551071304 | 1327.207427 | 1.6881 | 0.092518 | 0.046259 |
Feedback_messages_p120 | 660.266130173957 | 315.454902 | 2.0931 | 0.03726 | 0.01863 |
Feedback_messages_p120_P | -514.729216771152 | 359.725347 | -1.4309 | 0.153596 | 0.076798 |
Total_number_of_characters | 0.506057284022991 | 0.243171 | 2.0811 | 0.038352 | 0.019176 |
Total_number_of_characters_P | -0.321189510846034 | 0.263851 | -1.2173 | 0.224528 | 0.112264 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.899802241791883 |
R-squared | 0.809644074333698 |
Adjusted R-squared | 0.800645430574927 |
F-TEST (value) | 89.9740111996953 |
F-TEST (DF numerator) | 13 |
F-TEST (DF denominator) | 275 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 36763.8364426326 |
Sum Squared Residuals | 371684409244.677 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 190552.68899445 | 20354.3110055502 |
2 | 120982 | 165470.122974009 | -44488.1229740087 |
3 | 176508 | 172788.845407343 | 3719.15459265661 |
4 | 179321 | 241656.247503617 | -62335.2475036173 |
5 | 123185 | 123333.97617424 | -148.976174239719 |
6 | 52746 | 78248.9381749043 | -25502.9381749043 |
7 | 385534 | 253002.955171924 | 132531.044828076 |
8 | 33170 | 51255.0437179755 | -18085.0437179755 |
9 | 149061 | 144593.937382294 | 4467.06261770598 |
10 | 165446 | 143789.495673242 | 21656.5043267577 |
11 | 237213 | 213085.40227105 | 24127.5977289499 |
12 | 173326 | 233433.5448984 | -60107.5448984004 |
13 | 133131 | 145948.974557637 | -12817.9745576375 |
14 | 258873 | 223318.065115692 | 35554.9348843077 |
15 | 180083 | 171716.876662976 | 8366.12333702377 |
16 | 324799 | 360585.186936954 | -35786.186936954 |
17 | 230964 | 215712.153060698 | 15251.8469393019 |
18 | 236785 | 231165.702150132 | 5619.29784986762 |
19 | 135473 | 168289.703853646 | -32816.7038536457 |
20 | 202925 | 238216.700915425 | -35291.7009154249 |
21 | 215147 | 217499.500214922 | -2352.50021492193 |
22 | 344297 | 198488.367521912 | 145808.632478088 |
23 | 153935 | 130348.992159321 | 23586.0078406791 |
24 | 132943 | 194954.147851517 | -62011.1478515173 |
25 | 174724 | 256690.050351767 | -81966.0503517672 |
26 | 174415 | 215323.018943659 | -40908.0189436594 |
27 | 225548 | 229382.93328998 | -3834.93328998001 |
28 | 223632 | 225127.256314217 | -1495.25631421692 |
29 | 124817 | 125663.096159086 | -846.096159085525 |
30 | 221698 | 203215.580250477 | 18482.4197495228 |
31 | 210767 | 216791.21641731 | -6024.21641730968 |
32 | 170266 | 168379.24042903 | 1886.75957096968 |
33 | 260561 | 252284.095139877 | 8276.90486012319 |
34 | 84853 | 124343.89053934 | -39490.8905393403 |
35 | 294424 | 235528.753411508 | 58895.246588492 |
36 | 215641 | 164491.95536726 | 51149.0446327405 |
37 | 325107 | 229619.009030885 | 95487.9909691153 |
38 | 167542 | 161665.4559547 | 5876.54404530036 |
39 | 106408 | 88449.4029665992 | 17958.5970334008 |
40 | 265769 | 272665.140058642 | -6896.14005864199 |
41 | 269651 | 213683.407892535 | 55967.5921074654 |
42 | 149112 | 161786.272342564 | -12674.2723425636 |
43 | 152871 | 162711.934398131 | -9840.9343981305 |
44 | 111665 | 118815.722975994 | -7150.7229759941 |
45 | 116408 | 141237.371157524 | -24829.3711575242 |
46 | 362301 | 236765.829427268 | 125535.170572732 |
47 | 78800 | 100192.943554487 | -21392.9435544869 |
48 | 183167 | 215425.478342328 | -32258.4783423281 |
49 | 277965 | 264801.061297918 | 13163.9387020825 |
50 | 150629 | 181993.879745143 | -31364.8797451427 |
51 | 168809 | 184149.22014007 | -15340.2201400697 |
52 | 24188 | 42101.0197875956 | -17913.0197875956 |
53 | 329267 | 357207.91442406 | -27940.9144240603 |
54 | 65029 | 73826.9556012374 | -8797.95560123743 |
55 | 101097 | 111289.669404037 | -10192.6694040368 |
56 | 218946 | 166687.364806479 | 52258.6351935207 |
57 | 244052 | 245103.481962418 | -1051.48196241771 |
58 | 233328 | 258053.69808709 | -24725.6980870897 |
59 | 256462 | 272714.77860201 | -16252.7786020104 |
60 | 206161 | 186507.147376588 | 19653.8526234117 |
61 | 311473 | 290900.630292655 | 20572.3697073447 |
62 | 235800 | 236007.883157646 | -207.883157645694 |
63 | 177939 | 174540.633987408 | 3398.36601259202 |
64 | 207176 | 176154.252438141 | 31021.7475618592 |
65 | 196553 | 148984.147993233 | 47568.8520067672 |
66 | 174184 | 159499.148651382 | 14684.851348618 |
67 | 143246 | 209070.072182436 | -65824.0721824355 |
68 | 187559 | 233672.232925095 | -46113.2329250946 |
69 | 187681 | 217826.75624667 | -30145.7562466701 |
70 | 119016 | 204354.489048796 | -85338.4890487964 |
71 | 182192 | 188939.033181696 | -6747.03318169639 |
72 | 73566 | 88548.9229582711 | -14982.9229582711 |
73 | 194979 | 188844.936406152 | 6134.06359384819 |
74 | 167488 | 158369.42578673 | 9118.57421326991 |
75 | 143756 | 202043.012943987 | -58287.0129439867 |
76 | 275541 | 227962.614299213 | 47578.3857007865 |
77 | 243199 | 205634.815927839 | 37564.1840721606 |
78 | 182999 | 230788.239677598 | -47789.2396775977 |
79 | 135649 | 189683.883726287 | -54034.883726287 |
80 | 152299 | 161659.043750262 | -9360.04375026207 |
81 | 120221 | 123925.905905426 | -3704.90590542575 |
82 | 346485 | 256229.649857211 | 90255.3501427893 |
83 | 145790 | 129182.85812053 | 16607.1418794698 |
84 | 193339 | 217845.704238126 | -24506.7042381257 |
85 | 80953 | 94771.297890038 | -13818.297890038 |
86 | 122774 | 99418.2042919978 | 23355.7957080022 |
87 | 130585 | 164633.520776463 | -34048.5207764634 |
88 | 286468 | 228807.910049989 | 57660.0899500108 |
89 | 241066 | 206188.176522117 | 34877.8234778828 |
90 | 148446 | 277867.792810332 | -129421.792810332 |
91 | 204713 | 172315.017974704 | 32397.9820252961 |
92 | 182079 | 236680.76026929 | -54601.7602692905 |
93 | 140344 | 121513.449446796 | 18830.5505532044 |
94 | 220516 | 202238.659357801 | 18277.340642199 |
95 | 243060 | 171349.293018369 | 71710.7069816311 |
96 | 162765 | 158108.489133016 | 4656.5108669845 |
97 | 182613 | 177659.898512868 | 4953.10148713235 |
98 | 232138 | 247094.904031745 | -14956.9040317449 |
99 | 265318 | 295006.714117748 | -29688.7141177484 |
100 | 310839 | 262214.420880883 | 48624.5791191169 |
101 | 225060 | 241596.242519606 | -16536.2425196061 |
102 | 232317 | 226917.823719569 | 5399.17628043056 |
103 | 144966 | 195920.748095288 | -50954.7480952879 |
104 | 43287 | 64567.2383665691 | -21280.2383665691 |
105 | 155754 | 152383.147596984 | 3370.85240301642 |
106 | 164709 | 218395.394454247 | -53686.3944542468 |
107 | 201940 | 194171.429689874 | 7768.5703101261 |
108 | 235454 | 263266.670024653 | -27812.6700246528 |
109 | 99466 | 137345.09923605 | -37879.0992360504 |
110 | 100750 | 205166.40688937 | -104416.40688937 |
111 | 224549 | 161657.744101429 | 62891.255898571 |
112 | 243511 | 256423.290117127 | -12912.2901171273 |
113 | 22938 | 27029.4554153359 | -4091.45541533592 |
114 | 152474 | 207335.357792122 | -54861.3577921224 |
115 | 61857 | 66140.5824053924 | -4283.58240539245 |
116 | 132487 | 157591.179678618 | -25104.1796786182 |
117 | 317394 | 236168.869072219 | 81225.1309277811 |
118 | 21054 | 22937.7148272807 | -1883.71482728072 |
119 | 209641 | 144139.90015558 | 65501.09984442 |
120 | 31414 | 48901.2172872871 | -17487.2172872871 |
121 | 244749 | 229909.982617267 | 14839.017382733 |
122 | 184510 | 179394.492320217 | 5115.50767978283 |
123 | 128423 | 153054.406703732 | -24631.4067037324 |
124 | 97839 | 106916.393318685 | -9077.39331868495 |
125 | 38214 | 58922.3932156787 | -20708.3932156787 |
126 | 151101 | 139566.178727193 | 11534.8212728066 |
127 | 272458 | 225953.364870212 | 46504.6351297881 |
128 | 172494 | 162680.068063224 | 9813.93193677632 |
129 | 328107 | 251992.125678713 | 76114.8743212868 |
130 | 250579 | 260040.968863697 | -9461.96886369678 |
131 | 351067 | 307038.695440338 | 44028.3045596619 |
132 | 158015 | 139945.053811089 | 18069.946188911 |
133 | 85439 | 107349.064075179 | -21910.0640751789 |
134 | 229242 | 313920.299330746 | -84678.299330746 |
135 | 351619 | 276849.6529971 | 74769.3470029001 |
136 | 84207 | 102565.602173303 | -18358.6021733035 |
137 | 324598 | 271376.159745667 | 53221.840254333 |
138 | 131069 | 148332.2691371 | -17263.2691370997 |
139 | 204271 | 184406.956862965 | 19864.043137035 |
140 | 165543 | 170839.89234758 | -5296.89234758045 |
141 | 141722 | 137637.303744679 | 4084.69625532068 |
142 | 299775 | 221922.109262156 | 77852.8907378438 |
143 | 195838 | 219898.257784903 | -24060.2577849034 |
144 | 173260 | 128075.824446367 | 45184.1755536333 |
145 | 254488 | 250375.1580181 | 4112.84198190001 |
146 | 104389 | 245331.560722612 | -140942.560722612 |
147 | 199476 | 207677.882233147 | -8201.88223314722 |
148 | 224330 | 267460.133209372 | -43130.1332093717 |
149 | 14688 | 17504.9858490238 | -2816.98584902377 |
150 | 181633 | 150848.300432333 | 30784.699567667 |
151 | 271856 | 239739.666773177 | 32116.3332268232 |
152 | 7199 | 15498.9262437859 | -8299.92624378585 |
153 | 46660 | 38626.2136386128 | 8033.78636138718 |
154 | 17547 | 10769.6780762958 | 6777.32192370423 |
155 | 95227 | 106517.906732359 | -11290.9067323587 |
156 | 152601 | 125234.943007747 | 27366.0569922531 |
157 | 101645 | 92387.9576898731 | 9257.0423101269 |
158 | 101011 | 85545.8780771958 | 15465.1219228042 |
159 | 7176 | 28361.8586253818 | -21185.8586253818 |
160 | 96560 | 113563.407176785 | -17003.4071767855 |
161 | 175824 | 175891.447566913 | -67.4475669130599 |
162 | 341570 | 283616.973910025 | 57953.0260899753 |
163 | 103597 | 88968.2151892147 | 14628.7848107853 |
164 | 112611 | 115380.77288146 | -2769.77288145964 |
165 | 85574 | 76338.358262212 | 9235.64173778804 |
166 | 220801 | 145988.160250215 | 74812.8397497853 |
167 | 92661 | 110058.838924509 | -17397.838924509 |
168 | 133328 | 128250.611721609 | 5077.38827839145 |
169 | 61361 | 94303.1608983719 | -32942.1608983719 |
170 | 125930 | 130589.176800533 | -4659.17680053261 |
171 | 82316 | 81019.1271919258 | 1296.87280807424 |
172 | 102010 | 106630.436709801 | -4620.43670980125 |
173 | 101523 | 150106.893652929 | -48583.8936529294 |
174 | 41566 | 50324.1084364845 | -8758.10843648454 |
175 | 99923 | 129369.554046277 | -29446.5540462773 |
176 | 22648 | 60908.2771201421 | -38260.2771201421 |
177 | 46698 | 65014.8761900849 | -18316.8761900849 |
178 | 131698 | 153016.458700681 | -21318.4587006807 |
179 | 91735 | 59635.9886578355 | 32099.0113421645 |
180 | 79863 | 80060.4198564625 | -197.419856462478 |
181 | 108043 | 115578.997428777 | -7535.99742877672 |
182 | 98866 | 67412.1687028851 | 31453.8312971149 |
183 | 120445 | 160817.39379504 | -40372.3937950397 |
184 | 116048 | 119984.393128023 | -3936.39312802328 |
185 | 250047 | 158372.435458774 | 91674.5645412263 |
186 | 136084 | 79527.6311981077 | 56556.3688018923 |
187 | 92499 | 78585.214882663 | 13913.785117337 |
188 | 135781 | 94517.7634929029 | 41263.2365070971 |
189 | 74408 | 103296.173579383 | -28888.1735793827 |
190 | 81240 | 137703.259374632 | -56463.2593746322 |
191 | 133368 | 100626.100221564 | 32741.8997784362 |
192 | 98146 | 74549.431076367 | 23596.568923633 |
193 | 79619 | 93302.309714676 | -13683.309714676 |
194 | 59194 | 71038.1368646689 | -11844.1368646689 |
195 | 139942 | 146520.131897933 | -6578.13189793338 |
196 | 118612 | 115617.684438672 | 2994.31556132755 |
197 | 72880 | 77211.9750873884 | -4331.97508738835 |
198 | 65475 | 86345.5601569396 | -20870.5601569396 |
199 | 99643 | 111321.832628492 | -11678.8326284919 |
200 | 71965 | 102594.770313582 | -30629.7703135824 |
201 | 77272 | 92463.2898024374 | -15191.2898024374 |
202 | 49289 | 40043.5208053607 | 9245.47919463932 |
203 | 135131 | 123522.807750934 | 11608.1922490655 |
204 | 108446 | 113082.162534467 | -4636.16253446698 |
205 | 89746 | 83979.3576645079 | 5766.64233549212 |
206 | 44296 | 44944.1262069809 | -648.126206980896 |
207 | 77648 | 92269.7317030777 | -14621.7317030777 |
208 | 181528 | 112547.392694406 | 68980.6073055939 |
209 | 134019 | 99250.8420834353 | 34768.1579165647 |
210 | 124064 | 112714.519757588 | 11349.4802424124 |
211 | 92630 | 75195.9291784677 | 17434.0708215323 |
212 | 121848 | 95202.9465517217 | 26645.0534482783 |
213 | 52915 | 58446.4634771868 | -5531.46347718683 |
214 | 81872 | 100617.518150569 | -18745.5181505694 |
215 | 58981 | 66111.0790743579 | -7130.07907435795 |
216 | 53515 | 64633.4315758454 | -11118.4315758454 |
217 | 60812 | 84243.4332490753 | -23431.4332490753 |
218 | 56375 | 69491.2990872087 | -13116.2990872087 |
219 | 65490 | 62973.0013522264 | 2516.99864777361 |
220 | 80949 | 56846.0519500718 | 24102.9480499282 |
221 | 76302 | 89469.4128091544 | -13167.4128091544 |
222 | 104011 | 122151.110299789 | -18140.1102997893 |
223 | 98104 | 113057.220791029 | -14953.2207910287 |
224 | 67989 | 74770.2263386823 | -6781.22633868232 |
225 | 30989 | 31055.4070079398 | -66.4070079398223 |
226 | 135458 | 111715.519883417 | 23742.4801165833 |
227 | 73504 | 63404.1659342675 | 10099.8340657325 |
228 | 63123 | 103604.024809245 | -40481.0248092453 |
229 | 61254 | 78334.2143500332 | -17080.2143500332 |
230 | 74914 | 114030.090768214 | -39116.0907682139 |
231 | 31774 | 36079.3229867936 | -4305.32298679357 |
232 | 81437 | 88216.6309064271 | -6779.63090642715 |
233 | 87186 | 106404.07930941 | -19218.0793094098 |
234 | 50090 | 48666.5533921178 | 1423.44660788222 |
235 | 65745 | 84902.1727799743 | -19157.1727799743 |
236 | 56653 | 93246.6269862506 | -36593.6269862506 |
237 | 158399 | 84769.0642454453 | 73629.9357545547 |
238 | 46455 | 32568.8200015058 | 13886.1799984942 |
239 | 73624 | 64320.7024739881 | 9303.29752601191 |
240 | 38395 | 58742.0559120745 | -20347.0559120745 |
241 | 91899 | 67995.7338665402 | 23903.2661334598 |
242 | 139526 | 176279.742859478 | -36753.7428594783 |
243 | 52164 | 85340.2782827666 | -33176.2782827666 |
244 | 51567 | 72013.0861412983 | -20446.0861412983 |
245 | 70551 | 75181.6488479944 | -4630.64884799437 |
246 | 84856 | 79173.7374472782 | 5682.26255272178 |
247 | 102538 | 120643.810321438 | -18105.8103214377 |
248 | 86678 | 72943.2374813863 | 13734.7625186137 |
249 | 85709 | 83245.6949320554 | 2463.30506794457 |
250 | 34662 | 55772.0993495262 | -21110.0993495262 |
251 | 150580 | 121306.417341896 | 29273.5826581045 |
252 | 99611 | 104836.36905127 | -5225.36905126986 |
253 | 19349 | 28309.6008767894 | -8960.60087678941 |
254 | 99373 | 90497.9013443712 | 8875.09865562879 |
255 | 86230 | 77063.1937655702 | 9166.80623442975 |
256 | 30837 | 26735.5508451142 | 4101.44915488578 |
257 | 31706 | 55151.8753168906 | -23445.8753168906 |
258 | 89806 | 77430.3949726411 | 12375.605027359 |
259 | 62088 | 54985.2924491604 | 7102.70755083962 |
260 | 40151 | 48013.3790783221 | -7862.37907832211 |
261 | 27634 | 16026.6500168039 | 11607.3499831961 |
262 | 76990 | 94665.6568926091 | -17675.6568926091 |
263 | 37460 | 27578.4505789195 | 9881.54942108053 |
264 | 54157 | 60816.7427074165 | -6659.74270741649 |
265 | 49862 | 81592.0195528027 | -31730.0195528027 |
266 | 84337 | 73587.9597957032 | 10749.0402042968 |
267 | 64175 | 91807.8539200001 | -27632.8539200001 |
268 | 59382 | 76790.9144559123 | -17408.9144559123 |
269 | 119308 | 82912.5606714211 | 36395.4393285789 |
270 | 76702 | 92958.1355631163 | -16256.1355631163 |
271 | 103425 | 82627.8950713659 | 20797.1049286341 |
272 | 70344 | 76023.155625458 | -5679.15562545798 |
273 | 43410 | 28283.39942098 | 15126.60057902 |
274 | 104838 | 105094.459442655 | -256.459442655202 |
275 | 62215 | 58162.2671659103 | 4052.73283408966 |
276 | 69304 | 72668.6154452024 | -3364.61544520242 |
277 | 53117 | 45865.2125692991 | 7251.78743070095 |
278 | 19764 | 26793.6905154682 | -7029.6905154682 |
279 | 86680 | 82999.4605891559 | 3680.5394108441 |
280 | 84105 | 63344.8985468524 | 20760.1014531476 |
281 | 77945 | 75018.9562789457 | 2926.04372105435 |
282 | 89113 | 91944.3967246927 | -2831.39672469266 |
283 | 91005 | 66665.6011373397 | 24339.3988626603 |
284 | 40248 | 26310.5278643064 | 13937.4721356936 |
285 | 64187 | 57019.8333049073 | 7167.16669509269 |
286 | 50857 | 49159.7083300814 | 1697.29166991856 |
287 | 56613 | 42741.5903559636 | 13871.4096440364 |
288 | 62792 | 81697.8658732525 | -18905.8658732525 |
289 | 72535 | 44132.8283975968 | 28402.1716024032 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
17 | 0.997772069304262 | 0.00445586139147524 | 0.00222793069573762 |
18 | 0.99505858397133 | 0.00988283205733916 | 0.00494141602866958 |
19 | 0.998018398205915 | 0.00396320358817001 | 0.00198160179408501 |
20 | 0.996782682955861 | 0.00643463408827872 | 0.00321731704413936 |
21 | 0.993541461897342 | 0.0129170762053158 | 0.0064585381026579 |
22 | 0.999984382891496 | 3.12342170084927e-05 | 1.56171085042464e-05 |
23 | 0.999964709541668 | 7.05809166636542e-05 | 3.52904583318271e-05 |
24 | 0.999962107628686 | 7.57847426281428e-05 | 3.78923713140714e-05 |
25 | 0.999996563759077 | 6.87248184633647e-06 | 3.43624092316824e-06 |
26 | 0.999995231864737 | 9.53627052544457e-06 | 4.76813526272228e-06 |
27 | 0.999989819350436 | 2.03612991276461e-05 | 1.0180649563823e-05 |
28 | 0.999979291262145 | 4.14174757101393e-05 | 2.07087378550696e-05 |
29 | 0.999959648691253 | 8.07026174948801e-05 | 4.03513087474401e-05 |
30 | 0.999930017260755 | 0.00013996547848969 | 6.99827392448449e-05 |
31 | 0.999871812255955 | 0.000256375488090076 | 0.000128187744045038 |
32 | 0.999824690113409 | 0.000350619773181646 | 0.000175309886590823 |
33 | 0.99973655282449 | 0.000526894351020023 | 0.000263447175510012 |
34 | 0.999640611955206 | 0.000718776089588093 | 0.000359388044794046 |
35 | 0.999708147286162 | 0.000583705427676477 | 0.000291852713838238 |
36 | 0.999688008729758 | 0.000623982540483569 | 0.000311991270241784 |
37 | 0.999943068706016 | 0.000113862587968215 | 5.69312939841074e-05 |
38 | 0.999919473249929 | 0.000161053500141095 | 8.05267500705474e-05 |
39 | 0.999877417691237 | 0.000245164617526368 | 0.000122582308763184 |
40 | 0.999824740801193 | 0.000350518397614663 | 0.000175259198807331 |
41 | 0.999791955351897 | 0.00041608929620518 | 0.00020804464810259 |
42 | 0.999715696070227 | 0.000568607859546724 | 0.000284303929773362 |
43 | 0.99962244998806 | 0.000755100023880311 | 0.000377550011940156 |
44 | 0.999441975561959 | 0.00111604887608226 | 0.000558024438041129 |
45 | 0.999377312405431 | 0.0012453751891378 | 0.000622687594568898 |
46 | 0.999963579368376 | 7.28412632483911e-05 | 3.64206316241955e-05 |
47 | 0.999951396289576 | 9.72074208471297e-05 | 4.86037104235649e-05 |
48 | 0.999943212794587 | 0.000113574410826413 | 5.67872054132064e-05 |
49 | 0.999915492885007 | 0.000169014229985569 | 8.45071149927846e-05 |
50 | 0.999903581839307 | 0.000192836321384912 | 9.64181606924559e-05 |
51 | 0.999879271501647 | 0.000241456996705585 | 0.000120728498352793 |
52 | 0.999870306038991 | 0.000259387922018397 | 0.000129693961009199 |
53 | 0.999876445231962 | 0.000247109536076269 | 0.000123554768038134 |
54 | 0.999811622151969 | 0.000376755696063062 | 0.000188377848031531 |
55 | 0.999734521104651 | 0.000530957790697065 | 0.000265478895348532 |
56 | 0.999759159323098 | 0.000481681353803524 | 0.000240840676901762 |
57 | 0.999641692504287 | 0.000716614991426758 | 0.000358307495713379 |
58 | 0.999646016783537 | 0.000707966432924996 | 0.000353983216462498 |
59 | 0.999572225268921 | 0.000855549462158508 | 0.000427774731079254 |
60 | 0.999419987860408 | 0.00116002427918447 | 0.000580012139592235 |
61 | 0.999215732674047 | 0.0015685346519063 | 0.000784267325953149 |
62 | 0.999108725991621 | 0.00178254801675742 | 0.000891274008378711 |
63 | 0.998736071202909 | 0.00252785759418292 | 0.00126392879709146 |
64 | 0.998640517081534 | 0.00271896583693282 | 0.00135948291846641 |
65 | 0.998862792866048 | 0.00227441426790399 | 0.00113720713395199 |
66 | 0.998484057713076 | 0.0030318845738473 | 0.00151594228692365 |
67 | 0.999179865690046 | 0.00164026861990878 | 0.000820134309954391 |
68 | 0.999193053988353 | 0.00161389202329497 | 0.000806946011647485 |
69 | 0.99919718817978 | 0.00160562364043986 | 0.000802811820219928 |
70 | 0.999804228471661 | 0.000391543056677537 | 0.000195771528338768 |
71 | 0.999716568265791 | 0.000566863468418681 | 0.000283431734209341 |
72 | 0.999598545841194 | 0.000802908317611308 | 0.000401454158805654 |
73 | 0.999454645756693 | 0.00109070848661346 | 0.000545354243306732 |
74 | 0.999250386918056 | 0.00149922616388846 | 0.000749613081944231 |
75 | 0.999425625902488 | 0.00114874819502507 | 0.000574374097512536 |
76 | 0.999539397160323 | 0.000921205679353887 | 0.000460602839676944 |
77 | 0.999540555723106 | 0.000918888553788091 | 0.000459444276894045 |
78 | 0.999614488672238 | 0.000771022655523722 | 0.000385511327761861 |
79 | 0.999687695311946 | 0.000624609376107731 | 0.000312304688053866 |
80 | 0.999561174803492 | 0.000877650393015554 | 0.000438825196507777 |
81 | 0.999384515279329 | 0.00123096944134172 | 0.000615484720670859 |
82 | 0.999875948247831 | 0.000248103504337887 | 0.000124051752168943 |
83 | 0.999843371701149 | 0.000313256597702149 | 0.000156628298851075 |
84 | 0.999802272812674 | 0.000395454374652746 | 0.000197727187326373 |
85 | 0.99972521094829 | 0.000549578103420631 | 0.000274789051710316 |
86 | 0.99967676779299 | 0.000646464414019519 | 0.00032323220700976 |
87 | 0.999623453630668 | 0.000753092738663301 | 0.00037654636933165 |
88 | 0.999781600561632 | 0.000436798876736773 | 0.000218399438368386 |
89 | 0.999780663217207 | 0.000438673565585147 | 0.000219336782792574 |
90 | 0.999993853242709 | 1.22935145824446e-05 | 6.1467572912223e-06 |
91 | 0.999993845832577 | 1.23083348455536e-05 | 6.15416742277678e-06 |
92 | 0.999995390359156 | 9.21928168775072e-06 | 4.60964084387536e-06 |
93 | 0.999994086895434 | 1.18262091323923e-05 | 5.91310456619613e-06 |
94 | 0.999992232541525 | 1.55349169503053e-05 | 7.76745847515264e-06 |
95 | 0.999997924309075 | 4.15138184910654e-06 | 2.07569092455327e-06 |
96 | 0.999996894410682 | 6.21117863549034e-06 | 3.10558931774517e-06 |
97 | 0.999995381347919 | 9.23730416106339e-06 | 4.6186520805317e-06 |
98 | 0.999993233005295 | 1.35339894091228e-05 | 6.76699470456138e-06 |
99 | 0.999991238202295 | 1.75235954110477e-05 | 8.76179770552385e-06 |
100 | 0.999993871476623 | 1.22570467536815e-05 | 6.12852337684074e-06 |
101 | 0.999991068340251 | 1.7863319497315e-05 | 8.93165974865748e-06 |
102 | 0.99998708620717 | 2.58275856597411e-05 | 1.29137928298706e-05 |
103 | 0.999988895469498 | 2.22090610049614e-05 | 1.11045305024807e-05 |
104 | 0.999984745356224 | 3.05092875516209e-05 | 1.52546437758104e-05 |
105 | 0.999978406654223 | 4.31866915545818e-05 | 2.15933457772909e-05 |
106 | 0.999981996821529 | 3.60063569415421e-05 | 1.8003178470771e-05 |
107 | 0.999974627368688 | 5.07452626239017e-05 | 2.53726313119509e-05 |
108 | 0.999968485293322 | 6.3029413354927e-05 | 3.15147066774635e-05 |
109 | 0.999965134184241 | 6.973163151868e-05 | 3.486581575934e-05 |
110 | 0.999998096704123 | 3.80659175384514e-06 | 1.90329587692257e-06 |
111 | 0.999999070754974 | 1.85849005298195e-06 | 9.29245026490975e-07 |
112 | 0.99999878001218 | 2.4399756403309e-06 | 1.21998782016545e-06 |
113 | 0.999998140815319 | 3.71836936249918e-06 | 1.85918468124959e-06 |
114 | 0.999999259624806 | 1.48075038745917e-06 | 7.40375193729587e-07 |
115 | 0.999998921650305 | 2.15669938993978e-06 | 1.07834969496989e-06 |
116 | 0.999998931519468 | 2.13696106436577e-06 | 1.06848053218289e-06 |
117 | 0.999999624246249 | 7.51507502980097e-07 | 3.75753751490048e-07 |
118 | 0.999999427200668 | 1.14559866396528e-06 | 5.72799331982641e-07 |
119 | 0.999999708877852 | 5.82244296426596e-07 | 2.91122148213298e-07 |
120 | 0.999999624068266 | 7.51863467792694e-07 | 3.75931733896347e-07 |
121 | 0.9999994426696 | 1.114660800251e-06 | 5.57330400125501e-07 |
122 | 0.999999153477769 | 1.69304446153407e-06 | 8.46522230767034e-07 |
123 | 0.999998979157632 | 2.04168473651553e-06 | 1.02084236825777e-06 |
124 | 0.999998652704128 | 2.69459174344497e-06 | 1.34729587172248e-06 |
125 | 0.999998966147104 | 2.06770579149451e-06 | 1.03385289574725e-06 |
126 | 0.999998501478268 | 2.9970434645348e-06 | 1.4985217322674e-06 |
127 | 0.999998662509074 | 2.67498185123953e-06 | 1.33749092561976e-06 |
128 | 0.999998019116967 | 3.96176606636329e-06 | 1.98088303318165e-06 |
129 | 0.999999365085429 | 1.26982914219161e-06 | 6.34914571095805e-07 |
130 | 0.999999248221456 | 1.50355708805598e-06 | 7.51778544027992e-07 |
131 | 0.999999248998173 | 1.50200365397958e-06 | 7.51001826989791e-07 |
132 | 0.999999002170765 | 1.99565846986464e-06 | 9.97829234932322e-07 |
133 | 0.999998938886449 | 2.12222710190436e-06 | 1.06111355095218e-06 |
134 | 0.999999999529051 | 9.41898447856726e-10 | 4.70949223928363e-10 |
135 | 0.999999999679787 | 6.40425345851156e-10 | 3.20212672925578e-10 |
136 | 0.999999999512899 | 9.74202952537259e-10 | 4.87101476268629e-10 |
137 | 0.999999999562612 | 8.74776441501218e-10 | 4.37388220750609e-10 |
138 | 0.999999999551745 | 8.96509557236004e-10 | 4.48254778618002e-10 |
139 | 0.999999999920013 | 1.59973960264646e-10 | 7.9986980132323e-11 |
140 | 0.999999999872733 | 2.54532966774456e-10 | 1.27266483387228e-10 |
141 | 0.999999999990813 | 1.83739504670409e-11 | 9.18697523352047e-12 |
142 | 0.999999999993708 | 1.25832074230523e-11 | 6.29160371152613e-12 |
143 | 0.999999999989619 | 2.07612291936024e-11 | 1.03806145968012e-11 |
144 | 0.999999999987497 | 2.50064324153189e-11 | 1.25032162076595e-11 |
145 | 0.999999999985913 | 2.81746288072227e-11 | 1.40873144036113e-11 |
146 | 0.99999999999843 | 3.14069975842135e-12 | 1.57034987921068e-12 |
147 | 0.99999999999706 | 5.8793596633904e-12 | 2.9396798316952e-12 |
148 | 0.999999999995563 | 8.8748219667596e-12 | 4.4374109833798e-12 |
149 | 0.999999999991756 | 1.64886102340565e-11 | 8.24430511702826e-12 |
150 | 0.999999999986577 | 2.68457274842858e-11 | 1.34228637421429e-11 |
151 | 0.999999999978296 | 4.34075093083624e-11 | 2.17037546541812e-11 |
152 | 0.999999999960213 | 7.9573620157917e-11 | 3.97868100789585e-11 |
153 | 0.999999999927989 | 1.44021678645828e-10 | 7.20108393229142e-11 |
154 | 0.999999999870147 | 2.59706875370534e-10 | 1.29853437685267e-10 |
155 | 0.999999999768844 | 4.62311451883347e-10 | 2.31155725941673e-10 |
156 | 0.999999999620753 | 7.58493746976772e-10 | 3.79246873488386e-10 |
157 | 0.999999999350214 | 1.29957286154993e-09 | 6.49786430774966e-10 |
158 | 0.999999998965465 | 2.06906928161094e-09 | 1.03453464080547e-09 |
159 | 0.999999998480113 | 3.03977353437098e-09 | 1.51988676718549e-09 |
160 | 0.999999997641477 | 4.71704544725356e-09 | 2.35852272362678e-09 |
161 | 0.999999995904947 | 8.19010618305163e-09 | 4.09505309152581e-09 |
162 | 0.999999999027891 | 1.94421802198363e-09 | 9.72109010991817e-10 |
163 | 0.999999998408656 | 3.18268791171591e-09 | 1.59134395585796e-09 |
164 | 0.999999997218141 | 5.56371890358178e-09 | 2.78185945179089e-09 |
165 | 0.999999995328154 | 9.34369248108013e-09 | 4.67184624054006e-09 |
166 | 0.999999999691853 | 6.16293891685903e-10 | 3.08146945842952e-10 |
167 | 0.999999999554165 | 8.91670494053064e-10 | 4.45835247026532e-10 |
168 | 0.999999999263183 | 1.4736347982734e-09 | 7.368173991367e-10 |
169 | 0.999999999118648 | 1.76270373189643e-09 | 8.81351865948217e-10 |
170 | 0.999999998479715 | 3.04057060513483e-09 | 1.52028530256742e-09 |
171 | 0.999999997306321 | 5.3873575423428e-09 | 2.6936787711714e-09 |
172 | 0.999999995465585 | 9.06883025340839e-09 | 4.53441512670419e-09 |
173 | 0.999999997518203 | 4.96359453440229e-09 | 2.48179726720115e-09 |
174 | 0.999999996034847 | 7.93030615143837e-09 | 3.96515307571919e-09 |
175 | 0.999999995018035 | 9.96393022063155e-09 | 4.98196511031577e-09 |
176 | 0.999999996390954 | 7.21809191594311e-09 | 3.60904595797155e-09 |
177 | 0.999999995328352 | 9.34329535673708e-09 | 4.67164767836854e-09 |
178 | 0.999999992523584 | 1.49528319268444e-08 | 7.47641596342219e-09 |
179 | 0.999999992092867 | 1.58142653484149e-08 | 7.90713267420744e-09 |
180 | 0.999999986508154 | 2.69836926512423e-08 | 1.34918463256212e-08 |
181 | 0.999999977717344 | 4.45653121041657e-08 | 2.22826560520828e-08 |
182 | 0.99999997743333 | 4.51333408278845e-08 | 2.25666704139423e-08 |
183 | 0.999999979754406 | 4.04911884286303e-08 | 2.02455942143152e-08 |
184 | 0.999999965181543 | 6.96369137599138e-08 | 3.48184568799569e-08 |
185 | 0.999999999880373 | 2.39254250409236e-10 | 1.19627125204618e-10 |
186 | 0.999999999979214 | 4.15725960421685e-11 | 2.07862980210842e-11 |
187 | 0.999999999963604 | 7.27912358168538e-11 | 3.63956179084269e-11 |
188 | 0.999999999984937 | 3.01261971965107e-11 | 1.50630985982554e-11 |
189 | 0.999999999979778 | 4.04436645571774e-11 | 2.02218322785887e-11 |
190 | 0.99999999999307 | 1.38605773431414e-11 | 6.93028867157069e-12 |
191 | 0.999999999995456 | 9.08725319515435e-12 | 4.54362659757718e-12 |
192 | 0.99999999999438 | 1.1239822517516e-11 | 5.61991125875799e-12 |
193 | 0.999999999989228 | 2.15439418386154e-11 | 1.07719709193077e-11 |
194 | 0.999999999980798 | 3.84035895715819e-11 | 1.9201794785791e-11 |
195 | 0.999999999965683 | 6.86345688518299e-11 | 3.4317284425915e-11 |
196 | 0.999999999937674 | 1.24652094179557e-10 | 6.23260470897784e-11 |
197 | 0.999999999876292 | 2.4741644159061e-10 | 1.23708220795305e-10 |
198 | 0.999999999788564 | 4.22871910991112e-10 | 2.11435955495556e-10 |
199 | 0.999999999585608 | 8.2878312473581e-10 | 4.14391562367905e-10 |
200 | 0.999999999473281 | 1.05343802648018e-09 | 5.26719013240092e-10 |
201 | 0.999999999109445 | 1.7811103129353e-09 | 8.90555156467652e-10 |
202 | 0.999999998333603 | 3.33279348047132e-09 | 1.66639674023566e-09 |
203 | 0.999999997425948 | 5.1481049116273e-09 | 2.57405245581365e-09 |
204 | 0.999999995049346 | 9.9013089504147e-09 | 4.95065447520735e-09 |
205 | 0.999999990954756 | 1.80904886172421e-08 | 9.04524430862103e-09 |
206 | 0.999999983230819 | 3.35383613397779e-08 | 1.6769180669889e-08 |
207 | 0.999999971958667 | 5.60826658397551e-08 | 2.80413329198775e-08 |
208 | 0.999999999507919 | 9.84162411671024e-10 | 4.92081205835512e-10 |
209 | 0.9999999997931 | 4.13799748895492e-10 | 2.06899874447746e-10 |
210 | 0.999999999727737 | 5.44526636672412e-10 | 2.72263318336206e-10 |
211 | 0.999999999708864 | 5.8227190591504e-10 | 2.9113595295752e-10 |
212 | 0.999999999872763 | 2.54473261010291e-10 | 1.27236630505145e-10 |
213 | 0.999999999728422 | 5.43156771574e-10 | 2.71578385787e-10 |
214 | 0.99999999945139 | 1.097219920213e-09 | 5.48609960106501e-10 |
215 | 0.999999998894593 | 2.21081438037658e-09 | 1.10540719018829e-09 |
216 | 0.999999998001883 | 3.99623448782341e-09 | 1.9981172439117e-09 |
217 | 0.999999996569088 | 6.86182451994554e-09 | 3.43091225997277e-09 |
218 | 0.999999993227381 | 1.35452385935959e-08 | 6.77261929679793e-09 |
219 | 0.999999986829849 | 2.63403018345522e-08 | 1.31701509172761e-08 |
220 | 0.99999998621855 | 2.75628997016747e-08 | 1.37814498508374e-08 |
221 | 0.999999972545022 | 5.49099551923096e-08 | 2.74549775961548e-08 |
222 | 0.999999946661205 | 1.0667759105587e-07 | 5.33387955279351e-08 |
223 | 0.999999896171958 | 2.07656083551491e-07 | 1.03828041775746e-07 |
224 | 0.999999797506113 | 4.0498777486527e-07 | 2.02493887432635e-07 |
225 | 0.999999618183508 | 7.63632984561073e-07 | 3.81816492280537e-07 |
226 | 0.999999821614045 | 3.5677190902082e-07 | 1.7838595451041e-07 |
227 | 0.999999793730727 | 4.12538546544846e-07 | 2.06269273272423e-07 |
228 | 0.999999768986791 | 4.62026417295251e-07 | 2.31013208647625e-07 |
229 | 0.999999550253887 | 8.99492227029519e-07 | 4.4974611351476e-07 |
230 | 0.999999628840828 | 7.42318342930868e-07 | 3.71159171465434e-07 |
231 | 0.999999465898896 | 1.06820220890646e-06 | 5.34101104453231e-07 |
232 | 0.999998971203096 | 2.05759380743788e-06 | 1.02879690371894e-06 |
233 | 0.999998095673184 | 3.80865363157518e-06 | 1.90432681578759e-06 |
234 | 0.999996432208348 | 7.1355833034866e-06 | 3.5677916517433e-06 |
235 | 0.999994806187198 | 1.03876256036041e-05 | 5.19381280180205e-06 |
236 | 0.99999537393017 | 9.25213966083353e-06 | 4.62606983041676e-06 |
237 | 0.999999967744681 | 6.45106369711769e-08 | 3.22553184855885e-08 |
238 | 0.999999932992646 | 1.34014708646186e-07 | 6.70073543230928e-08 |
239 | 0.99999987829398 | 2.4341203937516e-07 | 1.2170601968758e-07 |
240 | 0.999999847359623 | 3.05280753506327e-07 | 1.52640376753163e-07 |
241 | 0.999999873243924 | 2.53512151626246e-07 | 1.26756075813123e-07 |
242 | 0.999999905021818 | 1.89956364915019e-07 | 9.49781824575093e-08 |
243 | 0.999999943349772 | 1.13300456697508e-07 | 5.66502283487539e-08 |
244 | 0.999999905604078 | 1.88791843366243e-07 | 9.43959216831214e-08 |
245 | 0.99999976695892 | 4.66082159519202e-07 | 2.33041079759601e-07 |
246 | 0.999999600735296 | 7.98529407838932e-07 | 3.99264703919466e-07 |
247 | 0.99999904585492 | 1.9082901592841e-06 | 9.54145079642052e-07 |
248 | 0.999998160782951 | 3.67843409852524e-06 | 1.83921704926262e-06 |
249 | 0.999996290964409 | 7.41807118143028e-06 | 3.70903559071514e-06 |
250 | 0.999991949428863 | 1.61011422734127e-05 | 8.05057113670633e-06 |
251 | 0.999994634344084 | 1.07313118324279e-05 | 5.36565591621397e-06 |
252 | 0.999989468711773 | 2.10625764537992e-05 | 1.05312882268996e-05 |
253 | 0.999975537279387 | 4.89254412268269e-05 | 2.44627206134134e-05 |
254 | 0.999949860290201 | 0.000100279419597395 | 5.01397097986973e-05 |
255 | 0.999907546123421 | 0.000184907753157139 | 9.24538765785697e-05 |
256 | 0.999798671791348 | 0.00040265641730421 | 0.000201328208652105 |
257 | 0.999651355936342 | 0.000697288127316049 | 0.000348644063658025 |
258 | 0.99951533074562 | 0.000969338508759138 | 0.000484669254379569 |
259 | 0.999017645587592 | 0.00196470882481663 | 0.000982354412408314 |
260 | 0.997996445887663 | 0.00400710822467452 | 0.00200355411233726 |
261 | 0.995917581378485 | 0.00816483724303035 | 0.00408241862151518 |
262 | 0.992307595090787 | 0.0153848098184261 | 0.00769240490921305 |
263 | 0.985585468672005 | 0.0288290626559889 | 0.0144145313279945 |
264 | 0.974023392121749 | 0.0519532157565029 | 0.0259766078782514 |
265 | 0.97278073279054 | 0.0544385344189207 | 0.0272192672094603 |
266 | 0.955359477868702 | 0.0892810442625957 | 0.0446405221312979 |
267 | 0.9547741119353 | 0.0904517761294005 | 0.0452258880647002 |
268 | 0.935079566633474 | 0.129840866733052 | 0.0649204333665261 |
269 | 0.953362090645846 | 0.0932758187083088 | 0.0466379093541544 |
270 | 0.921245052624511 | 0.157509894750979 | 0.0787549473754895 |
271 | 0.857659362615535 | 0.284681274768929 | 0.142340637384465 |
272 | 0.733122778081948 | 0.533754443836104 | 0.266877221918052 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 244 | 0.953125 | NOK |
5% type I error level | 247 | 0.96484375 | NOK |
10% type I error level | 252 | 0.984375 | NOK |