Multiple Linear Regression - Estimated Regression Equation |
Time[t] = -6086.53399318145 + 181.871820541377Logins[t] + 128.263125648187Views[t] + 34.3389714489747Blogs[t] + 609.821961439084Reviews[t] + 138.517564775115LFM[t] + 0.651202633934785`Compendia_time `[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) | -6086.53399318145 | 5975.468793 | -1.0186 | 0.309966 | 0.154983 |
Logins | 181.871820541377 | 73.066705 | 2.4891 | 0.013849 | 0.006924 |
Views | 128.263125648187 | 10.259453 | 12.5019 | 0 | 0 |
Blogs | 34.3389714489747 | 105.576325 | 0.3253 | 0.745423 | 0.372711 |
Reviews | 609.821961439084 | 429.914818 | 1.4185 | 0.158035 | 0.079018 |
LFM | 138.517564775115 | 117.67536 | 1.1771 | 0.240931 | 0.120465 |
`Compendia_time ` | 0.651202633934785 | 0.066115 | 9.8496 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.959154190224378 |
R-squared | 0.919976760624982 |
Adjusted R-squared | 0.916918547655236 |
F-TEST (value) | 300.821679106742 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 157 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 27975.8895544039 |
Sum Squared Residuals | 122876112228.553 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 252101 | 207193.654425814 | 44907.3455741863 |
2 | 134577 | 152486.359099463 | -17909.3590994625 |
3 | 198520 | 182371.639353737 | 16148.3606462625 |
4 | 189326 | 247418.072386281 | -58092.072386281 |
5 | 137449 | 124140.750628059 | 13308.2493719406 |
6 | 65295 | 81085.7431748178 | -15790.7431748178 |
7 | 439387 | 447330.784013012 | -7943.78401301239 |
8 | 33186 | 30127.4498968135 | 3058.55010318652 |
9 | 178368 | 195448.78367472 | -17080.7836747195 |
10 | 186657 | 166539.62185573 | 20117.3781442699 |
11 | 261949 | 247937.891854718 | 14011.108145282 |
12 | 191051 | 183752.663133133 | 7298.33686686743 |
13 | 138866 | 148118.037708075 | -9252.03770807542 |
14 | 296878 | 246282.428612687 | 50595.5713873128 |
15 | 192648 | 182331.374136207 | 10316.6258637932 |
16 | 333462 | 377790.755802466 | -44328.7558024662 |
17 | 243571 | 227798.373064425 | 15772.6269355754 |
18 | 263451 | 252942.486880933 | 10508.5131190667 |
19 | 155679 | 157707.990420483 | -2028.99042048319 |
20 | 227053 | 214639.832932319 | 12413.1670676808 |
21 | 240028 | 226433.567482111 | 13594.4325178885 |
22 | 388549 | 280913.640958766 | 107635.359041234 |
23 | 156540 | 150330.747915441 | 6209.25208455868 |
24 | 148421 | 176425.912932146 | -28004.9129321459 |
25 | 177732 | 244840.960910953 | -67108.9609109532 |
26 | 191441 | 234551.976950364 | -43110.9769503644 |
27 | 249893 | 281022.67602798 | -31129.67602798 |
28 | 236812 | 211575.844843786 | 25236.1551562143 |
29 | 142329 | 139506.788396452 | 2822.21160354752 |
30 | 259667 | 281949.735328586 | -22282.7353285863 |
31 | 231625 | 256486.954721077 | -24861.954721077 |
32 | 176062 | 184485.965056628 | -8423.96505662756 |
33 | 286683 | 273997.970414681 | 12685.0295853189 |
34 | 87485 | 92112.8586330278 | -4627.85863302784 |
35 | 322865 | 307885.673152451 | 14979.3268475485 |
36 | 247082 | 229799.371860855 | 17282.6281391452 |
37 | 344092 | 307423.832705022 | 36668.1672949778 |
38 | 191653 | 176833.375743848 | 14819.6242561525 |
39 | 114673 | 90720.1923768744 | 23952.8076231256 |
40 | 284224 | 290362.74631476 | -6138.74631475961 |
41 | 284195 | 297501.517926534 | -13306.5179265336 |
42 | 155363 | 165931.854157395 | -10568.8541573948 |
43 | 177306 | 195212.171944297 | -17906.1719442971 |
44 | 144571 | 125108.656586632 | 19462.3434133677 |
45 | 140319 | 234687.120125598 | -94368.1201255984 |
46 | 405267 | 350762.430641306 | 54504.5693586943 |
47 | 78800 | 106660.935285008 | -27860.935285008 |
48 | 201970 | 206960.746849572 | -4990.74684957243 |
49 | 302674 | 340756.865531403 | -38082.8655314027 |
50 | 164733 | 217045.402343328 | -52312.4023433279 |
51 | 194221 | 209443.662516168 | -15222.6625161685 |
52 | 24188 | 39723.3220999748 | -15535.3220999748 |
53 | 342263 | 307040.351920776 | 35222.6480792242 |
54 | 65029 | 66210.916089392 | -1181.91608939201 |
55 | 101097 | 108872.327822567 | -7775.32782256706 |
56 | 246088 | 237439.367601257 | 8648.63239874333 |
57 | 273108 | 267038.534862316 | 6069.46513768442 |
58 | 282220 | 314006.181587955 | -31786.1815879552 |
59 | 273495 | 292502.26738164 | -19007.2673816402 |
60 | 214872 | 177577.13528011 | 37294.8647198897 |
61 | 335121 | 339208.453960126 | -4087.45396012602 |
62 | 267171 | 303882.836673893 | -36711.8366738932 |
63 | 187938 | 219210.626227437 | -31272.6262274368 |
64 | 229512 | 220367.113750444 | 9144.88624955571 |
65 | 209798 | 203281.569697918 | 6516.43030208208 |
66 | 201345 | 173144.542734581 | 28200.4572654187 |
67 | 163833 | 175005.65169797 | -11172.6516979702 |
68 | 204250 | 238621.145561156 | -34371.1455611556 |
69 | 197813 | 200993.376942573 | -3180.3769425729 |
70 | 132955 | 155703.2553394 | -22748.2553394002 |
71 | 216092 | 218286.040392875 | -2194.04039287548 |
72 | 73566 | 88690.9585144658 | -15124.9585144658 |
73 | 213198 | 206047.097819048 | 7150.90218095174 |
74 | 181713 | 185739.082922245 | -4026.08292224546 |
75 | 148698 | 164176.973486233 | -15478.9734862334 |
76 | 300103 | 226403.750780562 | 73699.2492194379 |
77 | 251437 | 239287.910610508 | 12149.0893894915 |
78 | 197295 | 218230.062860246 | -20935.0628602461 |
79 | 158163 | 164034.015540189 | -5871.01554018937 |
80 | 155529 | 159109.959922621 | -3580.95992262098 |
81 | 132672 | 148758.58008178 | -16086.5800817803 |
82 | 377205 | 294893.616958916 | 82311.3830410838 |
83 | 145905 | 164418.030397092 | -18513.0303970918 |
84 | 223701 | 195913.120462896 | 27787.8795371036 |
85 | 80953 | 101144.304322541 | -20191.3043225405 |
86 | 130805 | 140756.212912846 | -9951.21291284564 |
87 | 135082 | 139499.506000544 | -4417.50600054389 |
88 | 300170 | 295958.360187671 | 4211.63981232894 |
89 | 271806 | 253919.135997498 | 17886.8640025024 |
90 | 150949 | 226735.041475522 | -75786.0414755221 |
91 | 225805 | 198690.709871804 | 27114.2901281956 |
92 | 197389 | 188567.74041522 | 8821.25958477983 |
93 | 156583 | 152489.649270206 | 4093.35072979352 |
94 | 222599 | 218986.988955428 | 3612.01104457217 |
95 | 261601 | 235347.366880287 | 26253.6331197128 |
96 | 178489 | 179227.441640532 | -738.441640531894 |
97 | 200657 | 191762.09303791 | 8894.90696209025 |
98 | 259084 | 263254.634841695 | -4170.63484169536 |
99 | 313075 | 329405.092522578 | -16330.0925225783 |
100 | 346933 | 338852.284047292 | 8080.71595270827 |
101 | 246440 | 230985.136245187 | 15454.863754813 |
102 | 252444 | 263461.370981447 | -11017.3709814467 |
103 | 159965 | 173321.713783275 | -13356.7137832745 |
104 | 43287 | 57589.2361290362 | -14302.2361290362 |
105 | 172239 | 169963.218926232 | 2275.78107376829 |
106 | 181897 | 214646.193202287 | -32749.193202287 |
107 | 227681 | 250823.341847376 | -23142.3418473756 |
108 | 260464 | 249189.771178546 | 11274.2288214543 |
109 | 106288 | 182020.32064751 | -75732.3206475098 |
110 | 109632 | 150016.031116655 | -40384.031116655 |
111 | 268905 | 225315.288524929 | 43589.7114750705 |
112 | 266805 | 207946.641280049 | 58858.3587199507 |
113 | 23623 | 20748.6678375306 | 2874.33216246935 |
114 | 152474 | 175031.53391846 | -22557.5339184596 |
115 | 61857 | 50766.2433283496 | 11090.7566716504 |
116 | 144889 | 139180.857997767 | 5708.14200223306 |
117 | 346600 | 332349.40706194 | 14250.5929380605 |
118 | 21054 | 19999.4512078278 | 1054.54879217216 |
119 | 224051 | 206328.393723692 | 17722.606276308 |
120 | 31414 | 38331.5616367243 | -6917.56163672435 |
121 | 261043 | 289821.033056084 | -28778.0330560841 |
122 | 197819 | 178144.731742491 | 19674.2682575094 |
123 | 154984 | 119892.75809827 | 35091.2419017303 |
124 | 112933 | 138519.072487272 | -25586.0724872725 |
125 | 38214 | 52940.3651094086 | -14726.3651094086 |
126 | 158671 | 155877.415233463 | 2793.58476653737 |
127 | 302148 | 271297.060714197 | 30850.9392858032 |
128 | 177918 | 185018.743998623 | -7100.74399862278 |
129 | 350552 | 349974.250108778 | 577.749891222178 |
130 | 275578 | 295496.753785605 | -19918.7537856054 |
131 | 366217 | 362761.79919125 | 3455.20080874977 |
132 | 172464 | 167721.950440739 | 4742.04955926067 |
133 | 94381 | 122283.504811763 | -27902.5048117626 |
134 | 243875 | 241900.318570488 | 1974.68142951153 |
135 | 382487 | 371138.055360374 | 11348.9446396258 |
136 | 114525 | 106248.374508829 | 8276.62549117145 |
137 | 335681 | 336199.017973478 | -518.017973478199 |
138 | 147989 | 170693.873050277 | -22704.8730502766 |
139 | 216638 | 198269.067901745 | 18368.9320982549 |
140 | 192862 | 199897.712525766 | -7035.71252576598 |
141 | 184818 | 157847.685443325 | 26970.3145566751 |
142 | 336707 | 318645.852766016 | 18061.1472339835 |
143 | 215836 | 216296.730702479 | -460.730702479094 |
144 | 173260 | 129325.077649638 | 43934.9223503624 |
145 | 271773 | 248135.68891045 | 23637.3110895499 |
146 | 130908 | 177058.198872152 | -46150.1988721516 |
147 | 204009 | 246855.466028103 | -42846.4660281028 |
148 | 245514 | 242794.098902034 | 2719.90109796644 |
149 | 1 | -6086.53399318147 | 6087.53399318147 |
150 | 14688 | 11950.9203258074 | 2737.0796741926 |
151 | 98 | -5904.6621726401 | 6002.6621726401 |
152 | 455 | -5722.7903520987 | 6177.7903520987 |
153 | 0 | -6086.53399318147 | 6086.53399318147 |
154 | 0 | -6086.53399318147 | 6086.53399318147 |
155 | 195765 | 182679.313951059 | 13085.6860489409 |
156 | 326038 | 287596.739949755 | 38441.2600502455 |
157 | 0 | -6086.53399318147 | 6086.53399318147 |
158 | 203 | -5359.04671101595 | 5562.04671101595 |
159 | 7199 | 7319.0243886872 | -120.024388687206 |
160 | 46660 | 50039.6752204893 | -3379.67522048929 |
161 | 17547 | 9831.59720206963 | 7715.40279793037 |
162 | 107465 | 78395.0582730253 | 29069.9417269747 |
163 | 969 | -5722.7903520987 | 6691.7903520987 |
164 | 173102 | 138687.467684086 | 34414.5323159143 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.0850905300983283 | 0.170181060196657 | 0.914909469901672 |
11 | 0.0383948469379781 | 0.0767896938759563 | 0.961605153062022 |
12 | 0.110462190216089 | 0.220924380432177 | 0.889537809783911 |
13 | 0.0770100225871932 | 0.154020045174386 | 0.922989977412807 |
14 | 0.130145084359294 | 0.260290168718588 | 0.869854915640706 |
15 | 0.132369578782465 | 0.264739157564931 | 0.867630421217535 |
16 | 0.088559544619185 | 0.17711908923837 | 0.911440455380815 |
17 | 0.0535796673815969 | 0.107159334763194 | 0.946420332618403 |
18 | 0.107594048353665 | 0.215188096707331 | 0.892405951646335 |
19 | 0.0749446551911986 | 0.149889310382397 | 0.925055344808801 |
20 | 0.0491040224700559 | 0.0982080449401119 | 0.950895977529944 |
21 | 0.0326026005970979 | 0.0652052011941959 | 0.967397399402902 |
22 | 0.924454289030854 | 0.151091421938291 | 0.0755457109691456 |
23 | 0.897004009711857 | 0.205991980576287 | 0.102995990288143 |
24 | 0.903200143693045 | 0.19359971261391 | 0.096799856306955 |
25 | 0.919607600738169 | 0.160784798523663 | 0.0803923992618313 |
26 | 0.913501999736483 | 0.172996000527034 | 0.0864980002635168 |
27 | 0.91387117755665 | 0.172257644886701 | 0.0861288224433504 |
28 | 0.903566704270004 | 0.192866591459992 | 0.096433295729996 |
29 | 0.886122559336827 | 0.227754881326347 | 0.113877440663173 |
30 | 0.964356679545375 | 0.0712866409092506 | 0.0356433204546253 |
31 | 0.96556342666416 | 0.0688731466716806 | 0.0344365733358403 |
32 | 0.959221865441957 | 0.0815562691160856 | 0.0407781345580428 |
33 | 0.945538051379601 | 0.108923897240798 | 0.0544619486203988 |
34 | 0.929625455521507 | 0.140749088956986 | 0.0703745444784928 |
35 | 0.912843796846598 | 0.174312406306805 | 0.0871562031534023 |
36 | 0.892723516360548 | 0.214552967278903 | 0.107276483639452 |
37 | 0.898357780240063 | 0.203284439519875 | 0.101642219759937 |
38 | 0.876861317512188 | 0.246277364975625 | 0.123138682487812 |
39 | 0.873332524799198 | 0.253334950401604 | 0.126667475200802 |
40 | 0.850177902119544 | 0.299644195760911 | 0.149822097880456 |
41 | 0.820491513347079 | 0.359016973305842 | 0.179508486652921 |
42 | 0.79034741643783 | 0.419305167124341 | 0.20965258356217 |
43 | 0.778989171759352 | 0.442021656481296 | 0.221010828240648 |
44 | 0.764898035283888 | 0.470203929432224 | 0.235101964716112 |
45 | 0.975033857128257 | 0.0499322857434861 | 0.024966142871743 |
46 | 0.993278902761418 | 0.0134421944771639 | 0.00672109723858195 |
47 | 0.993675701083525 | 0.0126485978329495 | 0.00632429891647474 |
48 | 0.991079639433217 | 0.0178407211335665 | 0.00892036056678324 |
49 | 0.992783258737473 | 0.0144334825250535 | 0.00721674126252673 |
50 | 0.996395357497608 | 0.00720928500478451 | 0.00360464250239225 |
51 | 0.9954423180147 | 0.00911536397060227 | 0.00455768198530113 |
52 | 0.994774841740049 | 0.0104503165199023 | 0.00522515825995113 |
53 | 0.995369395655958 | 0.00926120868808497 | 0.00463060434404248 |
54 | 0.993486866941 | 0.0130262661180012 | 0.00651313305900058 |
55 | 0.991281144475588 | 0.017437711048824 | 0.00871885552441201 |
56 | 0.988375901183234 | 0.0232481976335316 | 0.0116240988167658 |
57 | 0.984687849994707 | 0.0306243000105866 | 0.0153121500052933 |
58 | 0.986634460603095 | 0.0267310787938107 | 0.0133655393969053 |
59 | 0.98347540231778 | 0.033049195364441 | 0.0165245976822205 |
60 | 0.98692506694939 | 0.0261498661012206 | 0.0130749330506103 |
61 | 0.982416220501706 | 0.0351675589965882 | 0.0175837794982941 |
62 | 0.984376289905111 | 0.0312474201897777 | 0.0156237100948889 |
63 | 0.986421431287498 | 0.0271571374250039 | 0.013578568712502 |
64 | 0.982014222471978 | 0.035971555056044 | 0.017985777528022 |
65 | 0.976839230175313 | 0.0463215396493744 | 0.0231607698246872 |
66 | 0.97922928220964 | 0.0415414355807215 | 0.0207707177903607 |
67 | 0.974051234494715 | 0.05189753101057 | 0.025948765505285 |
68 | 0.977029474211033 | 0.0459410515779338 | 0.0229705257889669 |
69 | 0.970367225964033 | 0.059265548071934 | 0.029632774035967 |
70 | 0.965428861801605 | 0.0691422763967895 | 0.0345711381983947 |
71 | 0.955695762550679 | 0.0886084748986425 | 0.0443042374493212 |
72 | 0.948816334977431 | 0.102367330045138 | 0.0511836650225692 |
73 | 0.936677070038327 | 0.126645859923346 | 0.063322929961673 |
74 | 0.925078613839841 | 0.149842772320317 | 0.0749213861601587 |
75 | 0.910917641455368 | 0.178164717089264 | 0.089082358544632 |
76 | 0.98120182573307 | 0.0375963485338583 | 0.0187981742669292 |
77 | 0.976631853272116 | 0.0467362934557681 | 0.023368146727884 |
78 | 0.972660431410511 | 0.0546791371789776 | 0.0273395685894888 |
79 | 0.964593637364045 | 0.0708127252719108 | 0.0354063626359554 |
80 | 0.95495126607476 | 0.0900974678504807 | 0.0450487339252404 |
81 | 0.947997083379037 | 0.104005833241925 | 0.0520029166209627 |
82 | 0.99456129769773 | 0.0108774046045407 | 0.00543870230227035 |
83 | 0.993597098723797 | 0.0128058025524068 | 0.00640290127620341 |
84 | 0.993575005195985 | 0.0128499896080299 | 0.00642499480401495 |
85 | 0.9924570613116 | 0.0150858773768001 | 0.00754293868840005 |
86 | 0.990823264855343 | 0.0183534702893137 | 0.00917673514465686 |
87 | 0.98754514215482 | 0.0249097156903608 | 0.0124548578451804 |
88 | 0.983308944044535 | 0.0333821119109295 | 0.0166910559554647 |
89 | 0.979462318758413 | 0.0410753624831739 | 0.0205376812415869 |
90 | 0.998052621087251 | 0.00389475782549776 | 0.00194737891274888 |
91 | 0.997895030175472 | 0.00420993964905684 | 0.00210496982452842 |
92 | 0.99710399170713 | 0.00579201658573989 | 0.00289600829286994 |
93 | 0.995870548456068 | 0.00825890308786451 | 0.00412945154393226 |
94 | 0.994256549865764 | 0.011486900268472 | 0.00574345013423598 |
95 | 0.994140793368949 | 0.0117184132621026 | 0.00585920663105132 |
96 | 0.991832092992652 | 0.016335814014696 | 0.00816790700734798 |
97 | 0.989550884095433 | 0.0208982318091342 | 0.0104491159045671 |
98 | 0.985727437111464 | 0.0285451257770727 | 0.0142725628885364 |
99 | 0.98247721745018 | 0.0350455650996383 | 0.0175227825498191 |
100 | 0.977113545194347 | 0.0457729096113057 | 0.0228864548056529 |
101 | 0.97214074704285 | 0.0557185059142986 | 0.0278592529571493 |
102 | 0.964342799483784 | 0.0713144010324314 | 0.0356572005162157 |
103 | 0.960078795217174 | 0.0798424095656526 | 0.0399212047828263 |
104 | 0.95193346539126 | 0.0961330692174806 | 0.0480665346087403 |
105 | 0.939893606675283 | 0.120212786649433 | 0.0601063933247166 |
106 | 0.953545171047528 | 0.0929096579049436 | 0.0464548289524718 |
107 | 0.956582160393447 | 0.086835679213106 | 0.043417839606553 |
108 | 0.945105638668016 | 0.109788722663967 | 0.0548943613319836 |
109 | 0.992507667954942 | 0.0149846640901164 | 0.00749233204505822 |
110 | 0.99636075920982 | 0.00727848158036153 | 0.00363924079018077 |
111 | 0.998706056252399 | 0.00258788749520277 | 0.00129394374760138 |
112 | 0.999762743508775 | 0.000474512982449792 | 0.000237256491224896 |
113 | 0.999613940792116 | 0.000772118415767079 | 0.000386059207883539 |
114 | 0.999665069657396 | 0.000669860685207758 | 0.000334930342603879 |
115 | 0.999483848848106 | 0.00103230230378826 | 0.000516151151894128 |
116 | 0.999169957135033 | 0.00166008572993433 | 0.000830042864967167 |
117 | 0.998770494595035 | 0.00245901080992978 | 0.00122950540496489 |
118 | 0.998070294570266 | 0.00385941085946897 | 0.00192970542973448 |
119 | 0.99729384008212 | 0.00541231983576119 | 0.00270615991788059 |
120 | 0.996428125666556 | 0.0071437486668884 | 0.0035718743334442 |
121 | 0.997189101989817 | 0.00562179602036565 | 0.00281089801018283 |
122 | 0.99678800739168 | 0.00642398521663856 | 0.00321199260831928 |
123 | 0.997882426208267 | 0.00423514758346706 | 0.00211757379173353 |
124 | 0.998388228944763 | 0.00322354211047498 | 0.00161177105523749 |
125 | 0.99829101867911 | 0.00341796264178095 | 0.00170898132089047 |
126 | 0.997313152590826 | 0.00537369481834787 | 0.00268684740917394 |
127 | 0.998937113336649 | 0.00212577332670266 | 0.00106288666335133 |
128 | 0.998269637374399 | 0.00346072525120286 | 0.00173036262560143 |
129 | 0.99710096879509 | 0.0057980624098209 | 0.00289903120491045 |
130 | 0.996706014687917 | 0.00658797062416664 | 0.00329398531208332 |
131 | 0.99507535118743 | 0.00984929762514136 | 0.00492464881257068 |
132 | 0.995747786983399 | 0.00850442603320288 | 0.00425221301660144 |
133 | 0.996001334767697 | 0.00799733046460581 | 0.0039986652323029 |
134 | 0.994461948218324 | 0.0110761035633517 | 0.00553805178167583 |
135 | 0.992131737064306 | 0.0157365258713888 | 0.00786826293569442 |
136 | 0.993890398036558 | 0.0122192039268842 | 0.00610960196344212 |
137 | 0.989811271790488 | 0.0203774564190248 | 0.0101887282095124 |
138 | 0.991022368764382 | 0.0179552624712361 | 0.00897763123561804 |
139 | 0.999903540896598 | 0.000192918206804124 | 9.64591034020618e-05 |
140 | 0.999794289846881 | 0.000411420306237857 | 0.000205710153118928 |
141 | 0.99999929453906 | 1.41092187826041e-06 | 7.05460939130206e-07 |
142 | 0.999997587861947 | 4.8242761067053e-06 | 2.41213805335265e-06 |
143 | 0.999993076789062 | 1.38464218756197e-05 | 6.92321093780983e-06 |
144 | 0.999998435990207 | 3.128019586492e-06 | 1.564009793246e-06 |
145 | 0.999999871729094 | 2.56541811261786e-07 | 1.28270905630893e-07 |
146 | 0.999999902197827 | 1.95604345934982e-07 | 9.78021729674911e-08 |
147 | 0.999999910039075 | 1.79921850174248e-07 | 8.99609250871241e-08 |
148 | 0.999999942121886 | 1.15756228660053e-07 | 5.78781143300265e-08 |
149 | 0.999999490121976 | 1.01975604719718e-06 | 5.09878023598588e-07 |
150 | 0.99999783048053 | 4.33903893990575e-06 | 2.16951946995287e-06 |
151 | 0.999980898832876 | 3.82023342478412e-05 | 1.91011671239206e-05 |
152 | 0.999843133548035 | 0.00031373290393012 | 0.00015686645196506 |
153 | 0.998823280134362 | 0.00235343973127654 | 0.00117671986563827 |
154 | 0.992030654699681 | 0.0159386906006374 | 0.00796934530031871 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 46 | 0.317241379310345 | NOK |
5% type I error level | 90 | 0.620689655172414 | NOK |
10% type I error level | 109 | 0.751724137931034 | NOK |