Multiple Linear Regression - Estimated Regression Equation |
TotCharacter[t] = + 2766.29701713803 + 8.15437585557299Pviews[t] + 5.09881226472687Logins[t] + 243.325012240268SubmittedFM[t] + 180.958034127624TotHyper[t] -0.134427557401616TotTimeRFC[t] + 0.466603004405211TotCompTime[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) | 2766.29701713803 | 5932.780257 | 0.4663 | 0.641666 | 0.320833 |
Pviews | 8.15437585557299 | 5.51078 | 1.4797 | 0.140954 | 0.070477 |
Logins | 5.09881226472687 | 64.794395 | 0.0787 | 0.937378 | 0.468689 |
SubmittedFM | 243.325012240268 | 61.896556 | 3.9312 | 0.000126 | 6.3e-05 |
TotHyper | 180.958034127624 | 70.287162 | 2.5746 | 0.010961 | 0.00548 |
TotTimeRFC | -0.134427557401616 | 0.064314 | -2.0902 | 0.038213 | 0.019107 |
TotCompTime | 0.466603004405211 | 0.091247 | 5.1137 | 1e-06 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.835466668040201 |
R-squared | 0.698004553406195 |
Adjusted R-squared | 0.686463326147833 |
F-TEST (value) | 60.4792313486824 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 157 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 29215.655019628 |
Sum Squared Residuals | 134008056221.469 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 140824 | 135674.617667084 | 5149.38233291617 |
2 | 110459 | 101383.178374749 | 9075.82162525145 |
3 | 105079 | 100091.710476156 | 4987.28952384433 |
4 | 112098 | 111955.576255515 | 142.423744485037 |
5 | 43929 | 74392.1681288174 | -30463.1681288174 |
6 | 76173 | 60974.1932277946 | 15198.8067722054 |
7 | 187326 | 157999.06334447 | 29326.9366555298 |
8 | 22807 | 21914.0751111361 | 892.92488886389 |
9 | 144408 | 102546.235146502 | 41861.7648534979 |
10 | 66485 | 86324.0801379834 | -19839.0801379834 |
11 | 79089 | 127015.893868846 | -47926.8938688456 |
12 | 81625 | 106407.001767766 | -24782.0017677658 |
13 | 68788 | 68719.63771819 | 68.3622818099931 |
14 | 103297 | 98787.5089278501 | 4509.49107214989 |
15 | 69446 | 96296.4854664164 | -26850.4854664164 |
16 | 114948 | 153868.959586007 | -38920.9595860072 |
17 | 167949 | 127558.03431077 | 40390.9656892304 |
18 | 125081 | 99204.3102857062 | 25876.6897142938 |
19 | 125818 | 103240.796963088 | 22577.2030369124 |
20 | 136588 | 135007.250727875 | 1580.74927212502 |
21 | 112431 | 124072.842209896 | -11641.8422098957 |
22 | 103037 | 95874.3227786434 | 7162.67722135661 |
23 | 82317 | 76285.0684389091 | 6031.93156109094 |
24 | 118906 | 117143.027614977 | 1762.97238502269 |
25 | 83515 | 110289.404615404 | -26774.4046154038 |
26 | 104581 | 108360.626395744 | -3779.62639574357 |
27 | 103129 | 132729.317408256 | -29600.3174082559 |
28 | 83243 | 115446.605314907 | -32203.6053149075 |
29 | 37110 | 67058.4874893569 | -29948.4874893569 |
30 | 113344 | 152931.290422357 | -39587.2904223569 |
31 | 139165 | 144701.785108903 | -5536.78510890256 |
32 | 86652 | 114921.3976013 | -28269.3976012997 |
33 | 112302 | 144875.860180419 | -32573.8601804191 |
34 | 69652 | 56937.7575749626 | 12714.2424250374 |
35 | 119442 | 140125.414582444 | -20683.4145824439 |
36 | 69867 | 88613.2141489109 | -18746.2141489109 |
37 | 101629 | 125367.166814897 | -23738.1668148967 |
38 | 70168 | 92689.7424663762 | -22521.7424663762 |
39 | 31081 | 43156.7004258176 | -12075.7004258176 |
40 | 103925 | 127750.218957158 | -23825.2189571581 |
41 | 92622 | 106598.153000524 | -13976.1530005245 |
42 | 79011 | 84323.6838064935 | -5312.68380649349 |
43 | 93487 | 100642.819987981 | -7155.81998798091 |
44 | 64520 | 76101.2381816609 | -11581.2381816609 |
45 | 93473 | 92147.1130884425 | 1325.88691155751 |
46 | 114360 | 73726.95998627 | 40633.04001373 |
47 | 33032 | 50207.4823197634 | -17175.4823197634 |
48 | 96125 | 127267.217478372 | -31142.2174783718 |
49 | 151911 | 155683.592978088 | -3772.59297808785 |
50 | 89256 | 111960.134337688 | -22704.1343376878 |
51 | 95676 | 129649.687871725 | -33973.6878717248 |
52 | 5950 | 14890.220176496 | -8940.22017649601 |
53 | 149695 | 135828.46763619 | 13866.5323638099 |
54 | 32551 | 31996.9722063035 | 554.027793696481 |
55 | 31701 | 39337.6765045948 | -7636.67650459481 |
56 | 100087 | 110556.600794915 | -10469.6007949148 |
57 | 169707 | 164025.144079279 | 5681.85592072052 |
58 | 150491 | 160119.044869962 | -9628.04486996159 |
59 | 120192 | 144742.534874454 | -24550.5348744541 |
60 | 95893 | 80041.6023335564 | 15851.3976664436 |
61 | 151715 | 155687.012498524 | -3972.01249852425 |
62 | 176225 | 163757.210103585 | 12467.789896415 |
63 | 59900 | 91245.4715812376 | -31345.4715812376 |
64 | 104767 | 109025.934104486 | -4258.93410448592 |
65 | 114799 | 114503.294929142 | 295.705070858182 |
66 | 72128 | 104115.96198946 | -31987.9619894598 |
67 | 143592 | 110866.482712617 | 32725.5172873834 |
68 | 89626 | 129226.181859669 | -39600.181859669 |
69 | 131072 | 114574.413948665 | 16497.5860513351 |
70 | 126817 | 81348.1574687436 | 45468.8425312564 |
71 | 81351 | 101744.516537553 | -20393.5165375531 |
72 | 22618 | 37555.8789022403 | -14937.8789022403 |
73 | 88977 | 104699.403484032 | -15722.4034840319 |
74 | 92059 | 89021.5607763531 | 3037.43922364694 |
75 | 81897 | 97558.3450466229 | -15661.3450466229 |
76 | 108146 | 83286.1599906298 | 24859.8400093702 |
77 | 126372 | 124542.797315725 | 1829.20268427487 |
78 | 249771 | 127275.300903063 | 122495.699096937 |
79 | 71154 | 90929.8791695255 | -19775.8791695255 |
80 | 71571 | 80984.5167124926 | -9413.51671249257 |
81 | 55918 | 78572.4805850487 | -22654.4805850487 |
82 | 160141 | 129704.207023929 | 30436.7929760705 |
83 | 38692 | 57641.1633386855 | -18949.1633386855 |
84 | 102812 | 109627.552119346 | -6815.55211934604 |
85 | 56622 | 42628.0994418046 | 13993.9005581954 |
86 | 15986 | 39145.1398324202 | -23159.1398324202 |
87 | 123534 | 92251.5347292307 | 31282.4652707693 |
88 | 108535 | 91268.5191863433 | 17266.4808136567 |
89 | 93879 | 130208.869629729 | -36329.8696297286 |
90 | 144551 | 114781.164876756 | 29769.8351232442 |
91 | 56750 | 93582.6338998308 | -36832.6338998308 |
92 | 127654 | 107667.758143362 | 19986.2418566376 |
93 | 65594 | 84012.0973448102 | -18418.0973448102 |
94 | 59938 | 82726.9053659156 | -22788.9053659156 |
95 | 146975 | 108441.059845489 | 38533.9401545114 |
96 | 165904 | 111809.280449075 | 54094.7195509245 |
97 | 169265 | 123987.696000801 | 45277.3039991991 |
98 | 183500 | 154918.053585767 | 28581.9464142333 |
99 | 165986 | 169121.239050164 | -3135.23905016387 |
100 | 184923 | 172434.840619989 | 12488.1593800111 |
101 | 140358 | 112337.699291392 | 28020.3007086083 |
102 | 149959 | 150544.151749967 | -585.1517499671 |
103 | 57224 | 78952.1126694828 | -21728.1126694828 |
104 | 43750 | 37230.0854944423 | 6519.91450555769 |
105 | 48029 | 73719.5965399999 | -25690.5965399999 |
106 | 104978 | 132327.578798218 | -27349.5787982177 |
107 | 100046 | 109488.534844213 | -9442.53484421335 |
108 | 101047 | 111480.919537903 | -10433.9195379035 |
109 | 197426 | 116707.346730034 | 80718.6532699659 |
110 | 160902 | 113574.416997882 | 47327.5830021177 |
111 | 147172 | 116166.827576261 | 31005.1724237388 |
112 | 109432 | 101629.756607107 | 7802.24339289302 |
113 | 1168 | 7608.20987820443 | -6440.20987820443 |
114 | 83248 | 105570.912064435 | -22322.9120644349 |
115 | 25162 | 23779.5004970753 | 1382.49950292469 |
116 | 45724 | 97557.1586891373 | -51833.1586891373 |
117 | 110529 | 153601.14405195 | -43072.1440519497 |
118 | 855 | 6987.06090762861 | -6132.06090762861 |
119 | 101382 | 91244.0156999243 | 10137.9843000757 |
120 | 14116 | 21872.6358057255 | -7756.6358057255 |
121 | 89506 | 123251.627423442 | -33745.6274234424 |
122 | 135356 | 96751.9877764194 | 38604.0122235807 |
123 | 116066 | 56489.8546714934 | 59576.1453285066 |
124 | 144244 | 85218.3855224732 | 59025.6144775268 |
125 | 8773 | 18423.9411286862 | -9650.94112868615 |
126 | 102153 | 79720.1560944476 | 22432.8439055524 |
127 | 117440 | 128935.763238052 | -11495.7632380516 |
128 | 104128 | 125237.841471884 | -21109.8414718838 |
129 | 134238 | 141982.794304343 | -7744.7943043434 |
130 | 134047 | 161846.050270859 | -27799.0502708586 |
131 | 279488 | 190462.869961158 | 89025.1300388422 |
132 | 79756 | 100612.431715686 | -20856.431715686 |
133 | 66089 | 71699.0325270426 | -5610.03252704262 |
134 | 102070 | 93837.4947517425 | 8232.50524825746 |
135 | 146760 | 148933.970136569 | -2173.97013656948 |
136 | 154771 | 47861.5024498526 | 106909.497550147 |
137 | 165933 | 126004.490812052 | 39928.5091879484 |
138 | 64593 | 82137.6701573689 | -17544.6701573689 |
139 | 92280 | 115635.492590267 | -23355.4925902673 |
140 | 67150 | 104185.781585144 | -37035.7815851443 |
141 | 128692 | 95431.6193681589 | 33260.3806318411 |
142 | 124089 | 109360.244985324 | 14728.7550146763 |
143 | 125386 | 130629.375057958 | -5243.37505795779 |
144 | 37238 | 23595.2023245473 | 13642.7976754527 |
145 | 140015 | 129981.346659132 | 10033.6533408677 |
146 | 150047 | 106236.073276721 | 43810.926723279 |
147 | 154451 | 117294.759325319 | 37156.2406746806 |
148 | 156349 | 140023.610572857 | 16325.389427143 |
149 | 0 | 2782.47134129179 | -2782.47134129179 |
150 | 6023 | 7146.45284344675 | -1123.45284344675 |
151 | 0 | 2798.99380805528 | -2798.99380805528 |
152 | 0 | 2780.56510989434 | -2780.56510989434 |
153 | 0 | 2766.29701713805 | -2766.29701713805 |
154 | 0 | 2766.29701713805 | -2766.29701713805 |
155 | 84601 | 90831.1322225138 | -6230.13222251381 |
156 | 68946 | 139282.53323528 | -70336.5332352803 |
157 | 0 | 2766.29701713805 | -2766.29701713805 |
158 | 0 | 2792.02097546672 | -2792.02097546672 |
159 | 1644 | 6121.83580538484 | -4477.83580538484 |
160 | 6179 | 16499.5512386296 | -10320.5512386296 |
161 | 3926 | 6677.77691950323 | -2751.77691950323 |
162 | 52789 | 51496.4353216159 | 1292.56467838409 |
163 | 0 | 2882.71123835696 | -2882.71123835696 |
164 | 100350 | 67673.4446411845 | 32676.5553588155 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.573203633422139 | 0.853592733155722 | 0.426796366577861 |
11 | 0.419995586787487 | 0.839991173574974 | 0.580004413212513 |
12 | 0.308230489550525 | 0.616460979101051 | 0.691769510449475 |
13 | 0.223930955308953 | 0.447861910617906 | 0.776069044691047 |
14 | 0.140664203333978 | 0.281328406667956 | 0.859335796666022 |
15 | 0.100241030513171 | 0.200482061026342 | 0.899758969486829 |
16 | 0.138083767007831 | 0.276167534015661 | 0.861916232992169 |
17 | 0.110155725753418 | 0.220311451506835 | 0.889844274246582 |
18 | 0.31835617057731 | 0.63671234115462 | 0.68164382942269 |
19 | 0.250986213630417 | 0.501972427260834 | 0.749013786369583 |
20 | 0.192802637294539 | 0.385605274589078 | 0.807197362705461 |
21 | 0.142421591956933 | 0.284843183913865 | 0.857578408043067 |
22 | 0.108476143920431 | 0.216952287840862 | 0.891523856079569 |
23 | 0.0747419056034492 | 0.149483811206898 | 0.925258094396551 |
24 | 0.0638094913712058 | 0.127618982742412 | 0.936190508628794 |
25 | 0.0708335223524219 | 0.141667044704844 | 0.929166477647578 |
26 | 0.0521206519178716 | 0.104241303835743 | 0.947879348082128 |
27 | 0.0407070245040127 | 0.0814140490080254 | 0.959292975495987 |
28 | 0.039790565832267 | 0.0795811316645339 | 0.960209434167733 |
29 | 0.0443102954982558 | 0.0886205909965117 | 0.955689704501744 |
30 | 0.0401768665199781 | 0.0803537330399562 | 0.959823133480022 |
31 | 0.0304295141806309 | 0.0608590283612617 | 0.969570485819369 |
32 | 0.0388774098616391 | 0.0777548197232782 | 0.961122590138361 |
33 | 0.0315040490759287 | 0.0630080981518574 | 0.968495950924071 |
34 | 0.0330675516020325 | 0.0661351032040649 | 0.966932448397968 |
35 | 0.0350782422254717 | 0.0701564844509435 | 0.964921757774528 |
36 | 0.0278827528149695 | 0.0557655056299391 | 0.97211724718503 |
37 | 0.0206211323897547 | 0.0412422647795094 | 0.979378867610245 |
38 | 0.0172147896397316 | 0.0344295792794632 | 0.982785210360268 |
39 | 0.0135999635855056 | 0.0271999271710112 | 0.986400036414494 |
40 | 0.00970006008783763 | 0.0194001201756753 | 0.990299939912162 |
41 | 0.00718206412947762 | 0.0143641282589552 | 0.992817935870522 |
42 | 0.00474629278425432 | 0.00949258556850864 | 0.995253707215746 |
43 | 0.00332892684020612 | 0.00665785368041225 | 0.996671073159794 |
44 | 0.00217105279940619 | 0.00434210559881237 | 0.997828947200594 |
45 | 0.00191490992115919 | 0.00382981984231839 | 0.998085090078841 |
46 | 0.00260709121076021 | 0.00521418242152042 | 0.99739290878924 |
47 | 0.00183462934667214 | 0.00366925869334428 | 0.998165370653328 |
48 | 0.00165214662584768 | 0.00330429325169536 | 0.998347853374152 |
49 | 0.00111331875139753 | 0.00222663750279506 | 0.998886681248602 |
50 | 0.000970290333627617 | 0.00194058066725523 | 0.999029709666372 |
51 | 0.000834710934871761 | 0.00166942186974352 | 0.999165289065128 |
52 | 0.000675554439141017 | 0.00135110887828203 | 0.999324445560859 |
53 | 0.000983149614906569 | 0.00196629922981314 | 0.999016850385093 |
54 | 0.000621748574927249 | 0.0012434971498545 | 0.999378251425073 |
55 | 0.000423003166050628 | 0.000846006332101255 | 0.999576996833949 |
56 | 0.000277869315693154 | 0.000555738631386308 | 0.999722130684307 |
57 | 0.00033945271692446 | 0.00067890543384892 | 0.999660547283076 |
58 | 0.000239639394671597 | 0.000479278789343194 | 0.999760360605328 |
59 | 0.000214320679320593 | 0.000428641358641187 | 0.999785679320679 |
60 | 0.00015427618465499 | 0.000308552369309979 | 0.999845723815345 |
61 | 0.00010681539956353 | 0.00021363079912706 | 0.999893184600437 |
62 | 6.9731408802136e-05 | 0.000139462817604272 | 0.999930268591198 |
63 | 7.37433977717032e-05 | 0.000147486795543406 | 0.999926256602228 |
64 | 4.48775729436691e-05 | 8.97551458873381e-05 | 0.999955122427056 |
65 | 2.9687157804668e-05 | 5.9374315609336e-05 | 0.999970312842195 |
66 | 3.59936426968228e-05 | 7.19872853936457e-05 | 0.999964006357303 |
67 | 5.82823173425912e-05 | 0.000116564634685182 | 0.999941717682657 |
68 | 8.06897075314926e-05 | 0.000161379415062985 | 0.999919310292468 |
69 | 5.33970502580566e-05 | 0.000106794100516113 | 0.999946602949742 |
70 | 0.000156427242756632 | 0.000312854485513263 | 0.999843572757243 |
71 | 0.000121810927007463 | 0.000243621854014927 | 0.999878189072993 |
72 | 8.85438245819919e-05 | 0.000177087649163984 | 0.999911456175418 |
73 | 6.23353890805778e-05 | 0.000124670778161156 | 0.999937664610919 |
74 | 3.78553353593417e-05 | 7.57106707186835e-05 | 0.999962144664641 |
75 | 2.86657830664256e-05 | 5.73315661328513e-05 | 0.999971334216934 |
76 | 2.54694450588325e-05 | 5.09388901176651e-05 | 0.999974530554941 |
77 | 1.54505739922947e-05 | 3.09011479845894e-05 | 0.999984549426008 |
78 | 0.0683940276326663 | 0.136788055265333 | 0.931605972367334 |
79 | 0.0610705525995199 | 0.12214110519904 | 0.93892944740048 |
80 | 0.0497896448056577 | 0.0995792896113153 | 0.950210355194342 |
81 | 0.0465603216541982 | 0.0931206433083964 | 0.953439678345802 |
82 | 0.049466365042476 | 0.0989327300849521 | 0.950533634957524 |
83 | 0.0438744005406884 | 0.0877488010813767 | 0.956125599459312 |
84 | 0.034562660737765 | 0.06912532147553 | 0.965437339262235 |
85 | 0.0278355391342019 | 0.0556710782684039 | 0.972164460865798 |
86 | 0.0257387110064385 | 0.0514774220128771 | 0.974261288993561 |
87 | 0.0274153446122429 | 0.0548306892244858 | 0.972584655387757 |
88 | 0.0234714349536682 | 0.0469428699073365 | 0.976528565046332 |
89 | 0.0293718813736515 | 0.058743762747303 | 0.970628118626348 |
90 | 0.0306333265298395 | 0.061266653059679 | 0.96936667347016 |
91 | 0.0370367257461764 | 0.0740734514923527 | 0.962963274253824 |
92 | 0.0334987792487282 | 0.0669975584974565 | 0.966501220751272 |
93 | 0.0297702629632008 | 0.0595405259264016 | 0.970229737036799 |
94 | 0.0278281211151064 | 0.0556562422302128 | 0.972171878884894 |
95 | 0.0347282711739893 | 0.0694565423479785 | 0.965271728826011 |
96 | 0.0606925014170305 | 0.121385002834061 | 0.939307498582969 |
97 | 0.083395369858556 | 0.166790739717112 | 0.916604630141444 |
98 | 0.0832371165957504 | 0.166474233191501 | 0.91676288340425 |
99 | 0.0701982460901608 | 0.140396492180322 | 0.929801753909839 |
100 | 0.0697821748453107 | 0.139564349690621 | 0.930217825154689 |
101 | 0.0675106499205554 | 0.135021299841111 | 0.932489350079445 |
102 | 0.0538024840624653 | 0.107604968124931 | 0.946197515937535 |
103 | 0.0534761280582247 | 0.106952256116449 | 0.946523871941775 |
104 | 0.0420441486099433 | 0.0840882972198867 | 0.957955851390057 |
105 | 0.0424562590932372 | 0.0849125181864743 | 0.957543740906763 |
106 | 0.0399257299044352 | 0.0798514598088704 | 0.960074270095565 |
107 | 0.0344500551954514 | 0.0689001103909028 | 0.965549944804549 |
108 | 0.027591719200731 | 0.0551834384014621 | 0.972408280799269 |
109 | 0.10377659444275 | 0.207553188885501 | 0.89622340555725 |
110 | 0.120551200431005 | 0.241102400862011 | 0.879448799568995 |
111 | 0.137974696570105 | 0.275949393140209 | 0.862025303429895 |
112 | 0.114319801725837 | 0.228639603451673 | 0.885680198274163 |
113 | 0.0933492004366838 | 0.186698400873368 | 0.906650799563316 |
114 | 0.0945154580094527 | 0.189030916018905 | 0.905484541990547 |
115 | 0.0752658226976009 | 0.150531645395202 | 0.924734177302399 |
116 | 0.186851662919795 | 0.37370332583959 | 0.813148337080205 |
117 | 0.192087377182956 | 0.384174754365913 | 0.807912622817044 |
118 | 0.160087480813093 | 0.320174961626186 | 0.839912519186907 |
119 | 0.13745735865027 | 0.274914717300539 | 0.86254264134973 |
120 | 0.114735012825087 | 0.229470025650173 | 0.885264987174913 |
121 | 0.159520475886486 | 0.319040951772972 | 0.840479524113514 |
122 | 0.166342499063624 | 0.332684998127249 | 0.833657500936376 |
123 | 0.243621127921448 | 0.487242255842896 | 0.756378872078552 |
124 | 0.308885247425411 | 0.617770494850822 | 0.691114752574589 |
125 | 0.271800137019681 | 0.543600274039362 | 0.728199862980319 |
126 | 0.236662329512355 | 0.47332465902471 | 0.763337670487645 |
127 | 0.196947517744043 | 0.393895035488086 | 0.803052482255957 |
128 | 0.176937013199091 | 0.353874026398182 | 0.823062986800909 |
129 | 0.145814079836938 | 0.291628159673877 | 0.854185920163062 |
130 | 0.132585550087389 | 0.265171100174779 | 0.867414449912611 |
131 | 0.780071930178485 | 0.439856139643031 | 0.219928069821515 |
132 | 0.73514041391688 | 0.529719172166241 | 0.26485958608312 |
133 | 0.718707457703156 | 0.562585084593687 | 0.281292542296844 |
134 | 0.680185271264688 | 0.639629457470623 | 0.319814728735312 |
135 | 0.625224156934807 | 0.749551686130385 | 0.374775843065193 |
136 | 0.952601569925198 | 0.0947968601496038 | 0.0473984300748019 |
137 | 0.944778006711278 | 0.110443986577444 | 0.055221993288722 |
138 | 0.960518427384286 | 0.0789631452314276 | 0.0394815726157138 |
139 | 0.9422370021966 | 0.115525995606801 | 0.0577629978034003 |
140 | 0.96405485595091 | 0.0718902880981809 | 0.0359451440490905 |
141 | 0.99990537737717 | 0.000189245245660437 | 9.46226228302186e-05 |
142 | 0.999951740858653 | 9.65182826942651e-05 | 4.82591413471325e-05 |
143 | 0.99986655986581 | 0.000266880268381005 | 0.000133440134190502 |
144 | 0.999884539499337 | 0.000230921001326819 | 0.000115460500663409 |
145 | 0.999996409881613 | 7.18023677409045e-06 | 3.59011838704523e-06 |
146 | 0.999987216913478 | 2.55661730441226e-05 | 1.27830865220613e-05 |
147 | 0.999972911441457 | 5.41771170856826e-05 | 2.70885585428413e-05 |
148 | 0.999999999992586 | 1.48287134500382e-11 | 7.41435672501912e-12 |
149 | 0.999999999826062 | 3.47875740036184e-10 | 1.73937870018092e-10 |
150 | 0.999999999976987 | 4.60264158118228e-11 | 2.30132079059114e-11 |
151 | 0.999999998967017 | 2.06596696705345e-09 | 1.03298348352673e-09 |
152 | 0.9999999605984 | 7.88032003876684e-08 | 3.94016001938342e-08 |
153 | 0.999998504749893 | 2.99050021448024e-06 | 1.49525010724012e-06 |
154 | 0.999948837434196 | 0.000102325131608009 | 5.11625658040046e-05 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 50 | 0.344827586206897 | NOK |
5% type I error level | 56 | 0.386206896551724 | NOK |
10% type I error level | 89 | 0.613793103448276 | NOK |