Multiple Linear Regression - Estimated Regression Equation |
Time_in_rfc[t] = + 2728.01066144155 + 756.766964918853Logins[t] + 927.843824187656Blogged_computations[t] + 543.107488757865Compendiums_reviewed[t] + 260.765386928846Feedback_messages_p120[t] + 0.241306964190566Total_number_of_characters[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) | 2728.01066144155 | 5534.396098 | 0.4929 | 0.622452 | 0.311226 |
Logins | 756.766964918853 | 80.132859 | 9.4439 | 0 | 0 |
Blogged_computations | 927.843824187656 | 105.273742 | 8.8136 | 0 | 0 |
Compendiums_reviewed | 543.107488757865 | 530.18896 | 1.0244 | 0.306537 | 0.153269 |
Feedback_messages_p120 | 260.765386928846 | 149.401923 | 1.7454 | 0.082001 | 0.041001 |
Total_number_of_characters | 0.241306964190566 | 0.091125 | 2.6481 | 0.008549 | 0.004274 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.896996470459412 |
R-squared | 0.804602668016643 |
Adjusted R-squared | 0.801150418334959 |
F-TEST (value) | 233.066186459604 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 36717.2434315502 |
Sum Squared Residuals | 381528138154.916 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 186306.946315907 | 24600.0536840928 |
2 | 120982 | 161447.199304534 | -40465.199304534 |
3 | 176508 | 164211.480559913 | 12296.519440087 |
4 | 179321 | 237858.038695229 | -58537.0386952293 |
5 | 123185 | 112967.212582749 | 10217.7874172507 |
6 | 52746 | 70552.0488520471 | -17806.0488520471 |
7 | 385534 | 250686.458196314 | 134847.541803686 |
8 | 33170 | 38293.921096539 | -5123.92109653897 |
9 | 101645 | 88980.4743809414 | 12664.5256190586 |
10 | 149061 | 142328.612507902 | 6732.38749209776 |
11 | 165446 | 134853.881688513 | 30592.1183114874 |
12 | 237213 | 207354.519581796 | 29858.4804182036 |
13 | 173326 | 228910.029864682 | -55584.0298646821 |
14 | 133131 | 138883.284864033 | -5752.28486403279 |
15 | 258873 | 218100.691228926 | 40772.3087710737 |
16 | 180083 | 160843.609529178 | 19239.3904708223 |
17 | 324799 | 358772.053034825 | -33973.0530348245 |
18 | 230964 | 216050.637204673 | 14913.3627953268 |
19 | 236785 | 224066.000605699 | 12718.9993943008 |
20 | 135473 | 163585.670032006 | -28112.6700320059 |
21 | 202925 | 237786.651859291 | -34861.6518592914 |
22 | 215147 | 214296.07815265 | 850.9218473497 |
23 | 344297 | 194494.306771768 | 149802.693228232 |
24 | 153935 | 125393.8868577 | 28541.1131422997 |
25 | 132943 | 195397.748096808 | -62454.748096808 |
26 | 174724 | 252910.069767425 | -78186.069767425 |
27 | 174415 | 212669.76778807 | -38254.7677880699 |
28 | 225548 | 224578.57311999 | 969.426880009812 |
29 | 223632 | 222141.910376994 | 1490.0896230059 |
30 | 124817 | 118721.671643882 | 6095.32835611783 |
31 | 221698 | 199604.162536088 | 22093.8374639117 |
32 | 210767 | 217390.166137453 | -6623.16613745345 |
33 | 170266 | 162954.986982668 | 7311.01301733194 |
34 | 260561 | 251576.068090692 | 8984.93190930805 |
35 | 84853 | 121013.016921253 | -36160.0169212529 |
36 | 294424 | 235027.020280016 | 59396.9797199839 |
37 | 101011 | 80176.4826411234 | 20834.5173588766 |
38 | 215641 | 158254.123395106 | 57386.8766048941 |
39 | 325107 | 227110.260936845 | 97996.7390631555 |
40 | 7176 | 15936.4288751052 | -8760.42887510522 |
41 | 167542 | 154261.12828437 | 13280.87171563 |
42 | 106408 | 80801.7517201842 | 25606.2482798158 |
43 | 96560 | 123902.747571862 | -27342.747571862 |
44 | 265769 | 271018.19821077 | -5249.19821077046 |
45 | 269651 | 209244.314353559 | 60406.6856464414 |
46 | 149112 | 155465.581992908 | -6353.58199290779 |
47 | 175824 | 177180.606567043 | -1356.60656704276 |
48 | 152871 | 159317.670745736 | -6446.67074573576 |
49 | 111665 | 112731.737137861 | -1066.73713786112 |
50 | 116408 | 126972.744027342 | -10564.7440273416 |
51 | 362301 | 234750.799054691 | 127550.200945309 |
52 | 78800 | 92371.2615579376 | -13571.2615579376 |
53 | 183167 | 214273.548462193 | -31106.5484621932 |
54 | 277965 | 266205.547502624 | 11759.4524973755 |
55 | 150629 | 179557.890127015 | -28928.8901270145 |
56 | 168809 | 181911.150594863 | -13102.1505948628 |
57 | 24188 | 33746.7325134625 | -9558.7325134625 |
58 | 329267 | 357652.839706473 | -28385.8397064728 |
59 | 65029 | 68615.1757646711 | -3586.17576467111 |
60 | 101097 | 104940.968920376 | -3843.96892037574 |
61 | 218946 | 164521.413981777 | 54424.5860182234 |
62 | 244052 | 249204.188645823 | -5152.18864582286 |
63 | 341570 | 277085.38972735 | 64484.6102726501 |
64 | 103597 | 87528.4485567876 | 16068.5514432124 |
65 | 233328 | 258921.674715577 | -25593.6747155766 |
66 | 256462 | 273041.288536732 | -16579.2885367315 |
67 | 206161 | 184710.76320701 | 21450.23679299 |
68 | 311473 | 292395.667861713 | 19077.3321382873 |
69 | 235800 | 235947.94304302 | -147.943043019982 |
70 | 177939 | 165700.288326564 | 12238.711673436 |
71 | 207176 | 175764.006371595 | 31411.9936284046 |
72 | 196553 | 148458.116342237 | 48094.8836577628 |
73 | 174184 | 154788.721652546 | 19395.2783474542 |
74 | 143246 | 210364.501882891 | -67118.5018828905 |
75 | 187559 | 231424.470954339 | -43865.4709543389 |
76 | 187681 | 216786.694126241 | -29105.6941262405 |
77 | 119016 | 202335.745996617 | -83319.7459966175 |
78 | 182192 | 188138.308315573 | -5946.30831557268 |
79 | 73566 | 82777.7517526991 | -9211.75175269908 |
80 | 194979 | 189844.497586074 | 5134.50241392594 |
81 | 167488 | 154992.186756261 | 12495.8132437393 |
82 | 143756 | 201393.257020425 | -57637.2570204245 |
83 | 275541 | 228418.421178884 | 47122.5788211158 |
84 | 243199 | 206776.667002528 | 36422.3329974718 |
85 | 182999 | 237157.426948299 | -54158.4269482995 |
86 | 135649 | 188844.84169939 | -53195.8416993905 |
87 | 152299 | 158649.540342187 | -6350.54034218691 |
88 | 120221 | 120423.219578406 | -202.219578405916 |
89 | 346485 | 255512.422399193 | 90972.5776008073 |
90 | 145790 | 127512.861249081 | 18277.1387509194 |
91 | 193339 | 212490.196748047 | -19151.1967480466 |
92 | 80953 | 92160.340453148 | -11207.340453148 |
93 | 122774 | 93935.7004211232 | 28838.2995788768 |
94 | 130585 | 166368.838176715 | -35783.8381767155 |
95 | 112611 | 112778.638942383 | -167.638942383005 |
96 | 286468 | 229884.628089033 | 56583.3719109666 |
97 | 241066 | 199294.202137555 | 41771.7978624449 |
98 | 148446 | 281195.255911969 | -132749.255911969 |
99 | 204713 | 165394.572549341 | 39318.4274506595 |
100 | 182079 | 238970.660773854 | -56891.6607738536 |
101 | 140344 | 118548.256118201 | 21795.7438817991 |
102 | 220516 | 202451.947850383 | 18064.0521496172 |
103 | 243060 | 174070.244255831 | 68989.7557441689 |
104 | 162765 | 162174.378313588 | 590.621686412085 |
105 | 182613 | 181864.958973501 | 748.041026498864 |
106 | 232138 | 250506.867270596 | -18368.8672705957 |
107 | 265318 | 300919.411909629 | -35601.4119096293 |
108 | 85574 | 89436.6749500277 | -3862.67495002771 |
109 | 310839 | 267479.051971119 | 43359.9480288807 |
110 | 225060 | 244412.147212758 | -19352.1472127578 |
111 | 232317 | 229973.489781245 | 2343.51021875512 |
112 | 144966 | 187357.495966557 | -42391.4959665571 |
113 | 43287 | 62949.9246179278 | -19662.9246179278 |
114 | 155754 | 146306.725989605 | 9447.27401039549 |
115 | 164709 | 214815.264678778 | -50106.2646787779 |
116 | 201940 | 194168.391542732 | 7771.60845726764 |
117 | 235454 | 264639.666435676 | -29185.6664356759 |
118 | 220801 | 143728.094973501 | 77072.9050264986 |
119 | 99466 | 143497.545483516 | -44031.5454835161 |
120 | 92661 | 114430.483624326 | -21769.4836243262 |
121 | 133328 | 131646.085927732 | 1681.91407226828 |
122 | 61361 | 102295.209533525 | -40934.2095335248 |
123 | 125930 | 127813.540633797 | -1883.54063379735 |
124 | 100750 | 208762.863314925 | -108012.863314925 |
125 | 224549 | 166350.092588062 | 58198.9074119381 |
126 | 82316 | 72460.1671534446 | 9855.83284655536 |
127 | 102010 | 98047.9815946128 | 3962.01840538724 |
128 | 101523 | 138623.200236207 | -37100.2002362069 |
129 | 243511 | 255809.966014785 | -12298.9660147853 |
130 | 22938 | 22254.7602238144 | 683.239776185621 |
131 | 41566 | 44400.4073751811 | -2834.40737518109 |
132 | 152474 | 205114.049221487 | -52640.0492214872 |
133 | 61857 | 62856.5025578939 | -999.502557893862 |
134 | 99923 | 135741.096163735 | -35818.0961637348 |
135 | 132487 | 154568.884441051 | -22081.8844410508 |
136 | 317394 | 235717.540647442 | 81676.4593525576 |
137 | 21054 | 18753.9748512767 | 2300.02514872326 |
138 | 209641 | 144142.227633637 | 65498.7723663626 |
139 | 22648 | 53301.846558257 | -30653.846558257 |
140 | 31414 | 43905.8093292141 | -12491.8093292141 |
141 | 46698 | 67920.5587915138 | -21222.5587915138 |
142 | 131698 | 149127.738551741 | -17429.738551741 |
143 | 91735 | 62259.9672079584 | 29475.0327920416 |
144 | 244749 | 231954.623381407 | 12794.3766185928 |
145 | 184510 | 184131.146514404 | 378.853485595608 |
146 | 79863 | 89362.2843152001 | -9499.28431520013 |
147 | 128423 | 155150.220147122 | -26727.2201471222 |
148 | 97839 | 107798.626801345 | -9959.62680134474 |
149 | 38214 | 55241.5076880975 | -17027.5076880975 |
150 | 151101 | 142903.638368887 | 8197.36163111268 |
151 | 272458 | 230330.419475243 | 42127.5805247567 |
152 | 172494 | 165278.896354339 | 7215.10364566053 |
153 | 108043 | 117251.003654438 | -9208.00365443782 |
154 | 328107 | 256896.565607623 | 71210.4343923774 |
155 | 250579 | 263061.430701551 | -12482.4307015511 |
156 | 351067 | 318534.333884927 | 32532.6661150733 |
157 | 158015 | 143166.506522194 | 14848.4934778057 |
158 | 98866 | 62450.9749556191 | 36415.0250443809 |
159 | 85439 | 106675.672986951 | -21236.672986951 |
160 | 229242 | 318103.94117877 | -88861.9411787699 |
161 | 351619 | 282346.84164217 | 69272.1583578296 |
162 | 84207 | 107126.481501471 | -22919.4815014706 |
163 | 120445 | 161030.29861716 | -40585.2986171596 |
164 | 324598 | 278359.4381582 | 46238.5618417995 |
165 | 131069 | 147407.254472003 | -16338.2544720033 |
166 | 204271 | 187027.450388834 | 17243.5496111659 |
167 | 165543 | 170174.658020202 | -4631.65802020221 |
168 | 141722 | 133725.867366218 | 7996.13263378181 |
169 | 116048 | 129517.220262622 | -13469.2202626225 |
170 | 250047 | 147852.431663759 | 102194.568336241 |
171 | 299775 | 225063.041733986 | 74711.958266014 |
172 | 195838 | 223516.478404472 | -27678.4784044718 |
173 | 173260 | 129176.672419917 | 44083.3275800834 |
174 | 254488 | 253612.57627244 | 875.423727559842 |
175 | 104389 | 252816.707696405 | -148427.707696405 |
176 | 136084 | 74784.1347020691 | 61299.8652979309 |
177 | 199476 | 213856.87912927 | -14380.8791292704 |
178 | 92499 | 79422.4079489783 | 13076.5920510217 |
179 | 224330 | 274087.088500109 | -49757.0885001091 |
180 | 135781 | 93020.209957126 | 42760.790042874 |
181 | 74408 | 98059.541822357 | -23651.541822357 |
182 | 81240 | 139751.959716212 | -58511.959716212 |
183 | 14688 | 15460.4474527005 | -772.447452700466 |
184 | 181633 | 150195.550604632 | 31437.4493953682 |
185 | 271856 | 237600.255205299 | 34255.7447947011 |
186 | 7199 | 13403.4609044787 | -6204.4609044787 |
187 | 46660 | 36593.9990556683 | 10066.0009443317 |
188 | 17547 | 9045.38566392121 | 8501.61433607879 |
189 | 133368 | 95759.1993805956 | 37608.8006194044 |
190 | 95227 | 101076.419470117 | -5849.41947011742 |
191 | 152601 | 124432.889564984 | 28168.1104350157 |
192 | 98146 | 75208.7095295418 | 22937.2904704582 |
193 | 79619 | 93566.6381034895 | -13947.6381034895 |
194 | 59194 | 72531.148288866 | -13337.148288866 |
195 | 139942 | 135046.938292528 | 4895.06170747195 |
196 | 118612 | 112631.572539729 | 5980.42746027083 |
197 | 72880 | 74295.5072482305 | -1415.5072482305 |
198 | 65475 | 66903.0333544251 | -1428.03335442511 |
199 | 99643 | 109461.236245409 | -9818.23624540875 |
200 | 71965 | 92777.1687865329 | -20812.1687865329 |
201 | 77272 | 94706.070956295 | -17434.070956295 |
202 | 49289 | 58107.7250346143 | -8818.7250346143 |
203 | 135131 | 119936.665896756 | 15194.3341032437 |
204 | 108446 | 105901.682589983 | 2544.31741001693 |
205 | 89746 | 86044.0399878611 | 3701.96001213886 |
206 | 44296 | 56228.3609852775 | -11932.3609852775 |
207 | 77648 | 94443.748700846 | -16795.748700846 |
208 | 181528 | 107432.095954838 | 74095.904045162 |
209 | 134019 | 103379.692838937 | 30639.3071610631 |
210 | 124064 | 112778.475798397 | 11285.5242016033 |
211 | 92630 | 73121.0175356775 | 19508.9824643225 |
212 | 121848 | 96747.3164798499 | 25100.6835201501 |
213 | 52915 | 60225.8783935724 | -7310.87839357235 |
214 | 81872 | 97805.5361710317 | -15933.5361710316 |
215 | 58981 | 68684.2071199723 | -9703.20711997232 |
216 | 53515 | 64748.1301688581 | -11233.1301688581 |
217 | 60812 | 83870.2689481806 | -23058.2689481806 |
218 | 56375 | 62186.9593949163 | -5811.95939491634 |
219 | 65490 | 68050.1012430493 | -2560.10124304933 |
220 | 80949 | 53549.3348617956 | 27399.6651382044 |
221 | 76302 | 89164.1780844538 | -12862.1780844538 |
222 | 104011 | 115379.261461588 | -11368.261461588 |
223 | 98104 | 122283.374052345 | -24179.3740523445 |
224 | 67989 | 72743.4728541784 | -4754.47285417836 |
225 | 30989 | 38888.5645934578 | -7899.56459345777 |
226 | 135458 | 122702.117166616 | 12755.8828333842 |
227 | 73504 | 63616.4246240236 | 9887.57537597636 |
228 | 63123 | 101121.56986998 | -37998.5698699798 |
229 | 61254 | 89579.9308623163 | -28325.9308623163 |
230 | 74914 | 106897.68974883 | -31983.6897488296 |
231 | 31774 | 42622.1861017562 | -10848.1861017562 |
232 | 81437 | 90745.8088726674 | -9308.80887266736 |
233 | 87186 | 102730.314126197 | -15544.3141261973 |
234 | 50090 | 56433.3572917021 | -6343.35729170211 |
235 | 65745 | 98507.93717018 | -32762.93717018 |
236 | 56653 | 101282.333285546 | -44629.3332855458 |
237 | 158399 | 86167.6478190457 | 72231.3521809543 |
238 | 46455 | 53374.8296318263 | -6919.82963182628 |
239 | 73624 | 73094.4198259131 | 529.580174086922 |
240 | 38395 | 64888.5272924362 | -26493.5272924362 |
241 | 91899 | 71565.866366562 | 20333.133633438 |
242 | 139526 | 186108.874283752 | -46582.8742837515 |
243 | 52164 | 95711.557408058 | -43547.557408058 |
244 | 51567 | 71060.2327102794 | -19493.2327102794 |
245 | 70551 | 75204.495868862 | -4653.49586886204 |
246 | 84856 | 82010.0902939539 | 2845.90970604609 |
247 | 102538 | 123196.795704111 | -20658.7957041112 |
248 | 86678 | 72353.242674198 | 14324.757325802 |
249 | 85709 | 78741.8783767658 | 6967.12162323419 |
250 | 34662 | 52186.5103077451 | -17524.5103077451 |
251 | 150580 | 127514.259321401 | 23065.7406785994 |
252 | 99611 | 107015.209577545 | -7404.2095775451 |
253 | 19349 | 24597.4151042686 | -5248.41510426856 |
254 | 99373 | 94333.5140700381 | 5039.48592996189 |
255 | 86230 | 83320.6669856519 | 2909.33301434812 |
256 | 30837 | 28305.8637828909 | 2531.13621710911 |
257 | 31706 | 54706.3459678521 | -23000.3459678521 |
258 | 89806 | 85434.9040616108 | 4371.09593838915 |
259 | 62088 | 65640.7783285914 | -3552.77832859144 |
260 | 40151 | 52529.9001004892 | -12378.9001004892 |
261 | 27634 | 34250.7603700188 | -6616.76037001885 |
262 | 76990 | 94642.2848843512 | -17652.2848843512 |
263 | 37460 | 30857.0423512101 | 6602.95764878989 |
264 | 54157 | 71900.7206371257 | -17743.7206371257 |
265 | 49862 | 76955.9054970464 | -27093.9054970464 |
266 | 84337 | 80315.9138105324 | 4021.08618946762 |
267 | 64175 | 99262.0986730609 | -35087.0986730609 |
268 | 59382 | 85830.1667958309 | -26448.1667958309 |
269 | 119308 | 84651.7309988288 | 34656.2690011712 |
270 | 76702 | 106538.686559447 | -29836.6865594475 |
271 | 103425 | 97710.6878014869 | 5714.31219851306 |
272 | 70344 | 74045.5070786721 | -3701.50707867211 |
273 | 43410 | 25597.9680811717 | 17812.0319188283 |
274 | 104838 | 111794.778200599 | -6956.77820059873 |
275 | 62215 | 62095.7659776229 | 119.234022377092 |
276 | 69304 | 88800.572648967 | -19496.572648967 |
277 | 53117 | 44910.2809614621 | 8206.71903853787 |
278 | 19764 | 24604.9266655996 | -4840.92666559958 |
279 | 86680 | 86255.3075551308 | 424.692444869184 |
280 | 84105 | 64137.1528232516 | 19967.8471767484 |
281 | 77945 | 77731.6098467291 | 213.390153270917 |
282 | 89113 | 85655.8324754251 | 3457.1675245749 |
283 | 91005 | 71292.9480837143 | 19712.0519162857 |
284 | 40248 | 27570.4954702312 | 12677.5045297688 |
285 | 64187 | 60073.5082267073 | 4113.49177329267 |
286 | 50857 | 61963.0878641332 | -11106.0878641332 |
287 | 56613 | 48603.3593111627 | 8009.64068883728 |
288 | 62792 | 84092.6528576563 | -21300.6528576563 |
289 | 72535 | 52670.8011721301 | 19864.1988278699 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.94678423860338 | 0.10643152279324 | 0.0532157613966198 |
10 | 0.905277643463805 | 0.18944471307239 | 0.094722356536195 |
11 | 0.852686461478347 | 0.294627077043307 | 0.147313538521653 |
12 | 0.953820935745386 | 0.0923581285092275 | 0.0461790642546137 |
13 | 0.928917838781415 | 0.142164322437169 | 0.0710821612185847 |
14 | 0.893188893736782 | 0.213622212526435 | 0.106811106263218 |
15 | 0.89976018301844 | 0.200479633963121 | 0.10023981698156 |
16 | 0.856682262205023 | 0.286635475589954 | 0.143317737794977 |
17 | 0.842702729248482 | 0.314594541503035 | 0.157297270751518 |
18 | 0.80047843557844 | 0.39904312884312 | 0.19952156442156 |
19 | 0.746851304509908 | 0.506297390980185 | 0.253148695490092 |
20 | 0.865348963622552 | 0.269302072754896 | 0.134651036377448 |
21 | 0.859154809772756 | 0.281690380454489 | 0.140845190227244 |
22 | 0.815177215902585 | 0.36964556819483 | 0.184822784097415 |
23 | 0.997902185230706 | 0.00419562953858751 | 0.00209781476929376 |
24 | 0.99694597540701 | 0.00610804918598019 | 0.00305402459299009 |
25 | 0.996951915681658 | 0.00609616863668503 | 0.00304808431834252 |
26 | 0.999400714756253 | 0.00119857048749428 | 0.000599285243747139 |
27 | 0.999279026672306 | 0.00144194665538726 | 0.000720973327693632 |
28 | 0.998844395285788 | 0.00231120942842314 | 0.00115560471421157 |
29 | 0.998181382091021 | 0.00363723581795722 | 0.00181861790897861 |
30 | 0.997227114330393 | 0.00554577133921463 | 0.00277288566960731 |
31 | 0.996075479542842 | 0.00784904091431572 | 0.00392452045715786 |
32 | 0.994204279139733 | 0.011591441720535 | 0.00579572086026749 |
33 | 0.99323033182397 | 0.0135393363520591 | 0.00676966817602956 |
34 | 0.99155573870895 | 0.0168885225821002 | 0.0084442612910501 |
35 | 0.989405441888575 | 0.0211891162228505 | 0.0105945581114252 |
36 | 0.9924021108488 | 0.0151957783024 | 0.00759788915119999 |
37 | 0.989481806098269 | 0.021036387803463 | 0.0105181939017315 |
38 | 0.991445050218878 | 0.0171098995622446 | 0.00855494978112229 |
39 | 0.998776824570265 | 0.00244635085946915 | 0.00122317542973457 |
40 | 0.998504483685924 | 0.00299103262815094 | 0.00149551631407547 |
41 | 0.997838038722007 | 0.00432392255598645 | 0.00216196127799322 |
42 | 0.997030813864249 | 0.00593837227150262 | 0.00296918613575131 |
43 | 0.997142743829947 | 0.00571451234010612 | 0.00285725617005306 |
44 | 0.995982302213628 | 0.00803539557274463 | 0.00401769778637231 |
45 | 0.996383251054688 | 0.00723349789062368 | 0.00361674894531184 |
46 | 0.995018989494435 | 0.00996202101113097 | 0.00498101050556549 |
47 | 0.993126406374184 | 0.0137471872516328 | 0.00687359362581638 |
48 | 0.990827738160737 | 0.0183445236785261 | 0.00917226183926307 |
49 | 0.98766867212418 | 0.0246626557516401 | 0.01233132787582 |
50 | 0.985776894464726 | 0.0284462110705485 | 0.0142231055352743 |
51 | 0.999091414405054 | 0.00181717118989141 | 0.000908585594945705 |
52 | 0.998730811346914 | 0.00253837730617221 | 0.00126918865308611 |
53 | 0.998488528877631 | 0.0030229422447388 | 0.0015114711223694 |
54 | 0.997929722980596 | 0.00414055403880827 | 0.00207027701940413 |
55 | 0.997552732332995 | 0.0048945353340109 | 0.00244726766700545 |
56 | 0.99683932415675 | 0.00632135168649898 | 0.00316067584324949 |
57 | 0.995948776112265 | 0.00810244777547033 | 0.00405122388773517 |
58 | 0.995835723819167 | 0.00832855236166558 | 0.00416427618083279 |
59 | 0.994384324721897 | 0.011231350556207 | 0.00561567527810352 |
60 | 0.992644500438009 | 0.0147109991239829 | 0.00735549956199147 |
61 | 0.993744473015033 | 0.0125110539699336 | 0.00625552698496681 |
62 | 0.991742358034209 | 0.0165152839315815 | 0.00825764196579075 |
63 | 0.992773535032301 | 0.0144529299353984 | 0.00722646496769921 |
64 | 0.990856287484334 | 0.0182874250313326 | 0.0091437125156663 |
65 | 0.991273730122705 | 0.0174525397545895 | 0.00872626987729474 |
66 | 0.990221245257532 | 0.0195575094849357 | 0.00977875474246787 |
67 | 0.98805617963174 | 0.0238876407365195 | 0.0119438203682598 |
68 | 0.985234068509019 | 0.0295318629819624 | 0.0147659314909812 |
69 | 0.984708266492953 | 0.0305834670140934 | 0.0152917335070467 |
70 | 0.980801652256538 | 0.0383966954869244 | 0.0191983477434622 |
71 | 0.979904374935593 | 0.0401912501288141 | 0.0200956250644071 |
72 | 0.982460102030932 | 0.0350797959381359 | 0.0175398979690679 |
73 | 0.978547371363534 | 0.0429052572729329 | 0.0214526286364665 |
74 | 0.987838938636929 | 0.0243221227261414 | 0.0121610613630707 |
75 | 0.988388316367865 | 0.0232233672642705 | 0.0116116836321352 |
76 | 0.989054268925576 | 0.0218914621488482 | 0.0109457310744241 |
77 | 0.997021650038258 | 0.00595669992348341 | 0.0029783499617417 |
78 | 0.996062112797346 | 0.0078757744053078 | 0.0039378872026539 |
79 | 0.994900554678322 | 0.0101988906433563 | 0.00509944532167816 |
80 | 0.993480003113621 | 0.0130399937727571 | 0.00651999688637856 |
81 | 0.99170856324341 | 0.0165828735131793 | 0.00829143675658964 |
82 | 0.993891468559949 | 0.0122170628801015 | 0.00610853144005075 |
83 | 0.99455831314968 | 0.010883373700639 | 0.00544168685031952 |
84 | 0.994275046801751 | 0.0114499063964973 | 0.00572495319824865 |
85 | 0.996142275615509 | 0.00771544876898181 | 0.0038577243844909 |
86 | 0.997112367962209 | 0.00577526407558266 | 0.00288763203779133 |
87 | 0.996232449694903 | 0.00753510061019456 | 0.00376755030509728 |
88 | 0.995088073854614 | 0.00982385229077273 | 0.00491192614538636 |
89 | 0.998556806462367 | 0.00288638707526617 | 0.00144319353763308 |
90 | 0.998225795013536 | 0.00354840997292826 | 0.00177420498646413 |
91 | 0.997948024329173 | 0.0041039513416531 | 0.00205197567082655 |
92 | 0.997413787476109 | 0.00517242504778266 | 0.00258621252389133 |
93 | 0.997053780134179 | 0.00589243973164232 | 0.00294621986582116 |
94 | 0.996930432127922 | 0.00613913574415581 | 0.0030695678720779 |
95 | 0.995990874703134 | 0.00801825059373194 | 0.00400912529686597 |
96 | 0.997127542217694 | 0.00574491556461264 | 0.00287245778230632 |
97 | 0.997258444483551 | 0.00548311103289743 | 0.00274155551644871 |
98 | 0.999917893931508 | 0.000164212136984311 | 8.21060684921556e-05 |
99 | 0.999920683956977 | 0.000158632086046529 | 7.93160430232646e-05 |
100 | 0.99994918064035 | 0.000101638719299825 | 5.08193596499123e-05 |
101 | 0.999935111611311 | 0.000129776777378373 | 6.48883886891866e-05 |
102 | 0.999914799255052 | 0.000170401489896886 | 8.52007449484432e-05 |
103 | 0.99996473311255 | 7.05337749000115e-05 | 3.52668874500058e-05 |
104 | 0.999949703360504 | 0.000100593278991742 | 5.02966394958711e-05 |
105 | 0.999928595578199 | 0.000142808843602784 | 7.14044218013922e-05 |
106 | 0.999906395591842 | 0.000187208816315557 | 9.36044081577787e-05 |
107 | 0.999898629220605 | 0.000202741558789058 | 0.000101370779394529 |
108 | 0.999862194114188 | 0.000275611771624127 | 0.000137805885812064 |
109 | 0.999877986328905 | 0.000244027342190844 | 0.000122013671095422 |
110 | 0.999842323487755 | 0.000315353024490418 | 0.000157676512245209 |
111 | 0.999781619893239 | 0.000436760213522355 | 0.000218380106761178 |
112 | 0.999818780426875 | 0.000362439146249154 | 0.000181219573124577 |
113 | 0.999777934517734 | 0.000444130964532155 | 0.000222065482266078 |
114 | 0.999706571652505 | 0.000586856694990193 | 0.000293428347495096 |
115 | 0.999766827075898 | 0.00046634584820459 | 0.000233172924102295 |
116 | 0.999683697875355 | 0.000632604249289594 | 0.000316302124644797 |
117 | 0.999643908520921 | 0.000712182958158099 | 0.00035609147907905 |
118 | 0.999870541628127 | 0.00025891674374592 | 0.00012945837187296 |
119 | 0.999890197691315 | 0.000219604617369363 | 0.000109802308684681 |
120 | 0.999867715154587 | 0.000264569690826109 | 0.000132284845413054 |
121 | 0.99981723786088 | 0.000365524278240747 | 0.000182762139120374 |
122 | 0.999837917260617 | 0.000324165478765442 | 0.000162082739382721 |
123 | 0.999777575331189 | 0.000444849337621134 | 0.000222424668810567 |
124 | 0.999987487950927 | 2.50240981466443e-05 | 1.25120490733222e-05 |
125 | 0.999992186601742 | 1.56267965158516e-05 | 7.81339825792582e-06 |
126 | 0.999988753281387 | 2.24934372265163e-05 | 1.12467186132581e-05 |
127 | 0.999983655657202 | 3.26886855968276e-05 | 1.63443427984138e-05 |
128 | 0.999984791796779 | 3.0416406442888e-05 | 1.5208203221444e-05 |
129 | 0.999978854029784 | 4.22919404324919e-05 | 2.11459702162459e-05 |
130 | 0.999969686785335 | 6.06264293294925e-05 | 3.03132146647463e-05 |
131 | 0.999957116984913 | 8.57660301739565e-05 | 4.28830150869783e-05 |
132 | 0.999971829695985 | 5.63406080294211e-05 | 2.81703040147105e-05 |
133 | 0.999959767956034 | 8.04640879323992e-05 | 4.02320439661996e-05 |
134 | 0.999958931442514 | 8.21371149715883e-05 | 4.10685574857942e-05 |
135 | 0.999948790612373 | 0.000102418775254785 | 5.12093876273923e-05 |
136 | 0.999988052346332 | 2.3895307335187e-05 | 1.19476536675935e-05 |
137 | 0.999982651381845 | 3.46972363095607e-05 | 1.73486181547803e-05 |
138 | 0.99999250039028 | 1.49992194390676e-05 | 7.49960971953378e-06 |
139 | 0.999991876589177 | 1.62468216460657e-05 | 8.12341082303284e-06 |
140 | 0.999988671236546 | 2.26575269072718e-05 | 1.13287634536359e-05 |
141 | 0.999985444472401 | 2.91110551982575e-05 | 1.45555275991287e-05 |
142 | 0.999980651153375 | 3.86976932502116e-05 | 1.93488466251058e-05 |
143 | 0.999978444818799 | 4.31103624016562e-05 | 2.15551812008281e-05 |
144 | 0.999970491110249 | 5.90177795020746e-05 | 2.95088897510373e-05 |
145 | 0.999957892508854 | 8.42149822925661e-05 | 4.21074911462831e-05 |
146 | 0.99994124996968 | 0.000117500060640178 | 5.87500303200889e-05 |
147 | 0.999932479346014 | 0.000135041307971916 | 6.75206539859581e-05 |
148 | 0.999908996989789 | 0.00018200602042254 | 9.100301021127e-05 |
149 | 0.999881405611954 | 0.000237188776092226 | 0.000118594388046113 |
150 | 0.999836349367728 | 0.00032730126454466 | 0.00016365063227233 |
151 | 0.99985455124772 | 0.000290897504560737 | 0.000145448752280368 |
152 | 0.999799822100097 | 0.00040035579980567 | 0.000200177899902835 |
153 | 0.999728097684853 | 0.000543804630293978 | 0.000271902315146989 |
154 | 0.99991044035312 | 0.000179119293760488 | 8.95596468802441e-05 |
155 | 0.999876256655819 | 0.000247486688362832 | 0.000123743344181416 |
156 | 0.999870815021676 | 0.000258369956648762 | 0.000129184978324381 |
157 | 0.999833238205021 | 0.00033352358995737 | 0.000166761794978685 |
158 | 0.999835921649227 | 0.000328156701546955 | 0.000164078350773478 |
159 | 0.999794909934264 | 0.000410180131471451 | 0.000205090065735726 |
160 | 0.99997932476161 | 4.13504767799494e-05 | 2.06752383899747e-05 |
161 | 0.999993055573269 | 1.38888534617361e-05 | 6.94442673086807e-06 |
162 | 0.999991455373166 | 1.70892536679119e-05 | 8.54462683395596e-06 |
163 | 0.99999466547363 | 1.06690527406681e-05 | 5.33452637033407e-06 |
164 | 0.999996872566558 | 6.25486688488495e-06 | 3.12743344244248e-06 |
165 | 0.999995586962742 | 8.82607451494328e-06 | 4.41303725747164e-06 |
166 | 0.999995783957171 | 8.43208565754305e-06 | 4.21604282877153e-06 |
167 | 0.999993773025976 | 1.24539480488837e-05 | 6.22697402444183e-06 |
168 | 0.999990885856871 | 1.82282862572654e-05 | 9.1141431286327e-06 |
169 | 0.999987052874994 | 2.58942500127659e-05 | 1.29471250063829e-05 |
170 | 0.999999557581521 | 8.8483695765505e-07 | 4.42418478827525e-07 |
171 | 0.999999981030485 | 3.79390303302286e-08 | 1.89695151651143e-08 |
172 | 0.999999971578041 | 5.68439177592747e-08 | 2.84219588796373e-08 |
173 | 0.999999984923398 | 3.01532034863066e-08 | 1.50766017431533e-08 |
174 | 0.999999986404361 | 2.71912778645285e-08 | 1.35956389322643e-08 |
175 | 0.999999999996524 | 6.95154915734392e-12 | 3.47577457867196e-12 |
176 | 0.999999999999587 | 8.25779981805183e-13 | 4.12889990902592e-13 |
177 | 0.999999999999199 | 1.60304813200247e-12 | 8.01524066001233e-13 |
178 | 0.999999999998618 | 2.76460815896686e-12 | 1.38230407948343e-12 |
179 | 0.999999999999395 | 1.20936875706285e-12 | 6.04684378531424e-13 |
180 | 0.999999999999712 | 5.75417944312943e-13 | 2.87708972156471e-13 |
181 | 0.999999999999564 | 8.71745059920287e-13 | 4.35872529960143e-13 |
182 | 0.999999999999937 | 1.25542416854253e-13 | 6.27712084271267e-14 |
183 | 0.99999999999987 | 2.59566855409575e-13 | 1.29783427704787e-13 |
184 | 0.999999999999908 | 1.84498252712395e-13 | 9.22491263561974e-14 |
185 | 0.999999999999979 | 4.16982410291631e-14 | 2.08491205145816e-14 |
186 | 0.999999999999962 | 7.6879160284053e-14 | 3.84395801420265e-14 |
187 | 0.999999999999923 | 1.54694518408821e-13 | 7.73472592044106e-14 |
188 | 0.999999999999838 | 3.24054219874152e-13 | 1.62027109937076e-13 |
189 | 0.999999999999915 | 1.69525878676855e-13 | 8.47629393384275e-14 |
190 | 0.99999999999985 | 2.99188402109951e-13 | 1.49594201054976e-13 |
191 | 0.99999999999995 | 1.00710767920764e-13 | 5.03553839603821e-14 |
192 | 0.999999999999943 | 1.13390560729341e-13 | 5.66952803646706e-14 |
193 | 0.999999999999889 | 2.21970841046548e-13 | 1.10985420523274e-13 |
194 | 0.999999999999783 | 4.33532435748121e-13 | 2.16766217874061e-13 |
195 | 0.999999999999581 | 8.38322171064261e-13 | 4.19161085532131e-13 |
196 | 0.999999999999237 | 1.52670213820546e-12 | 7.63351069102729e-13 |
197 | 0.999999999998418 | 3.16425504676503e-12 | 1.58212752338252e-12 |
198 | 0.99999999999682 | 6.36012261444562e-12 | 3.18006130722281e-12 |
199 | 0.999999999993544 | 1.29125277128191e-11 | 6.45626385640955e-12 |
200 | 0.999999999991059 | 1.78811324123865e-11 | 8.94056620619327e-12 |
201 | 0.999999999984398 | 3.12035200674678e-11 | 1.56017600337339e-11 |
202 | 0.99999999996956 | 6.08809153045934e-11 | 3.04404576522967e-11 |
203 | 0.999999999954597 | 9.08056186998733e-11 | 4.54028093499367e-11 |
204 | 0.999999999909554 | 1.80892728296836e-10 | 9.04463641484181e-11 |
205 | 0.999999999830659 | 3.38681870139302e-10 | 1.69340935069651e-10 |
206 | 0.999999999674743 | 6.5051441941373e-10 | 3.25257209706865e-10 |
207 | 0.999999999436679 | 1.12664116138242e-09 | 5.63320580691212e-10 |
208 | 0.999999999995577 | 8.84508414179681e-12 | 4.4225420708984e-12 |
209 | 0.999999999998292 | 3.41643355071095e-12 | 1.70821677535547e-12 |
210 | 0.99999999999766 | 4.6803264121351e-12 | 2.34016320606755e-12 |
211 | 0.999999999997106 | 5.78833744416171e-12 | 2.89416872208086e-12 |
212 | 0.999999999998477 | 3.04603971102183e-12 | 1.52301985551092e-12 |
213 | 0.999999999996712 | 6.57632278908681e-12 | 3.2881613945434e-12 |
214 | 0.999999999993373 | 1.32543269935116e-11 | 6.6271634967558e-12 |
215 | 0.999999999987081 | 2.58385654643066e-11 | 1.29192827321533e-11 |
216 | 0.999999999978803 | 4.23938012384567e-11 | 2.11969006192283e-11 |
217 | 0.999999999967556 | 6.48888536739177e-11 | 3.24444268369589e-11 |
218 | 0.999999999936823 | 1.26354430903472e-10 | 6.31772154517359e-11 |
219 | 0.99999999986685 | 2.66299767775031e-10 | 1.33149883887516e-10 |
220 | 0.999999999831648 | 3.36704969615548e-10 | 1.68352484807774e-10 |
221 | 0.999999999661648 | 6.76703891202128e-10 | 3.38351945601064e-10 |
222 | 0.999999999316672 | 1.36665558326282e-09 | 6.83327791631408e-10 |
223 | 0.999999998639282 | 2.72143635648182e-09 | 1.36071817824091e-09 |
224 | 0.999999997214917 | 5.5701655053914e-09 | 2.7850827526957e-09 |
225 | 0.999999994958169 | 1.00836626448404e-08 | 5.04183132242022e-09 |
226 | 0.999999997606557 | 4.78688657728258e-09 | 2.39344328864129e-09 |
227 | 0.999999996560254 | 6.87949218814203e-09 | 3.43974609407101e-09 |
228 | 0.999999997279559 | 5.4408818713955e-09 | 2.72044093569775e-09 |
229 | 0.999999994921134 | 1.01577316331942e-08 | 5.07886581659712e-09 |
230 | 0.999999997167397 | 5.66520583756516e-09 | 2.83260291878258e-09 |
231 | 0.999999996405281 | 7.18943796496406e-09 | 3.59471898248203e-09 |
232 | 0.999999992528328 | 1.49433447296044e-08 | 7.47167236480218e-09 |
233 | 0.999999985756009 | 2.84879823204021e-08 | 1.42439911602011e-08 |
234 | 0.99999997194439 | 5.61112194920867e-08 | 2.80556097460433e-08 |
235 | 0.999999961510151 | 7.69796972179897e-08 | 3.84898486089948e-08 |
236 | 0.99999997046541 | 5.90691803474181e-08 | 2.9534590173709e-08 |
237 | 0.999999999927811 | 1.443781386665e-10 | 7.218906933325e-11 |
238 | 0.999999999826906 | 3.46187173534874e-10 | 1.73093586767437e-10 |
239 | 0.999999999615912 | 7.68175616135113e-10 | 3.84087808067556e-10 |
240 | 0.999999999686208 | 6.27584824236648e-10 | 3.13792412118324e-10 |
241 | 0.999999999676541 | 6.46917677972728e-10 | 3.23458838986364e-10 |
242 | 0.999999999739864 | 5.20272649552435e-10 | 2.60136324776218e-10 |
243 | 0.999999999925274 | 1.49451824775398e-10 | 7.47259123876988e-11 |
244 | 0.999999999910495 | 1.79010174332729e-10 | 8.95050871663644e-11 |
245 | 0.999999999765187 | 4.69625583385391e-10 | 2.34812791692695e-10 |
246 | 0.999999999488213 | 1.02357440459177e-09 | 5.11787202295884e-10 |
247 | 0.999999998700199 | 2.59960128737754e-09 | 1.29980064368877e-09 |
248 | 0.999999996891257 | 6.2174869468808e-09 | 3.1087434734404e-09 |
249 | 0.999999992476467 | 1.50470666020286e-08 | 7.52353330101429e-09 |
250 | 0.999999985481886 | 2.9036228248152e-08 | 1.4518114124076e-08 |
251 | 0.999999989844867 | 2.0310265828415e-08 | 1.01551329142075e-08 |
252 | 0.999999973628783 | 5.27424336674213e-08 | 2.63712168337107e-08 |
253 | 0.999999942340542 | 1.15318916367299e-07 | 5.76594581836495e-08 |
254 | 0.999999857764613 | 2.84470774631643e-07 | 1.42235387315821e-07 |
255 | 0.999999662155824 | 6.75688351763369e-07 | 3.37844175881684e-07 |
256 | 0.999999173265014 | 1.65346997128102e-06 | 8.26734985640511e-07 |
257 | 0.999999171180744 | 1.65763851154205e-06 | 8.28819255771023e-07 |
258 | 0.999998509378656 | 2.98124268764889e-06 | 1.49062134382444e-06 |
259 | 0.999996328771107 | 7.34245778554217e-06 | 3.67122889277109e-06 |
260 | 0.999993001783114 | 1.39964337710125e-05 | 6.99821688550624e-06 |
261 | 0.999985027740453 | 2.99445190943422e-05 | 1.49722595471711e-05 |
262 | 0.999972441875323 | 5.51162493533432e-05 | 2.75581246766716e-05 |
263 | 0.999936226320377 | 0.000127547359245539 | 6.37736796227696e-05 |
264 | 0.999886308781164 | 0.000227382437672378 | 0.000113691218836189 |
265 | 0.999930332045753 | 0.00013933590849462 | 6.96679542473102e-05 |
266 | 0.999862710678048 | 0.00027457864390307 | 0.000137289321951535 |
267 | 0.999918644599336 | 0.000162710801328727 | 8.13554006643635e-05 |
268 | 0.999888627379647 | 0.000222745240705491 | 0.000111372620352745 |
269 | 0.999972310302531 | 5.53793949372701e-05 | 2.7689697468635e-05 |
270 | 0.999963794308561 | 7.24113828783473e-05 | 3.62056914391737e-05 |
271 | 0.99992379638954 | 0.000152407220920887 | 7.62036104604435e-05 |
272 | 0.999808003308957 | 0.000383993382086422 | 0.000191996691043211 |
273 | 0.999500037420056 | 0.000999925159888155 | 0.000499962579944077 |
274 | 0.998800622470077 | 0.00239875505984552 | 0.00119937752992276 |
275 | 0.996603465053802 | 0.00679306989239567 | 0.00339653494619783 |
276 | 0.992205084424252 | 0.0155898311514961 | 0.00779491557574806 |
277 | 0.979735837507572 | 0.0405283249848553 | 0.0202641624924276 |
278 | 0.984554983364046 | 0.0308900332719086 | 0.0154450166359543 |
279 | 0.955092114393277 | 0.0898157712134461 | 0.0449078856067231 |
280 | 0.907913974717336 | 0.184172050565328 | 0.0920860252826641 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 218 | 0.801470588235294 | NOK |
5% type I error level | 256 | 0.941176470588235 | NOK |
10% type I error level | 258 | 0.948529411764706 | NOK |