Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 107.244797913237 + 0.00111683771460738time_in_rfc[t] + 3.18764436281752logins[t] + 1.77859256967213compendium_views_info[t] + 1.35349728147959compendium_views_pr[t] + 5.94445280216348`shared_compendiums\r`[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) | 107.244797913237 | 20.69152 | 5.183 | 0 | 0 |
time_in_rfc | 0.00111683771460738 | 0.000281 | 3.981 | 8.7e-05 | 4.4e-05 |
logins | 3.18764436281752 | 0.419066 | 7.6066 | 0 | 0 |
compendium_views_info | 1.77859256967213 | 0.082782 | 21.4854 | 0 | 0 |
compendium_views_pr | 1.35349728147959 | 0.221446 | 6.1121 | 0 | 0 |
`shared_compendiums\r` | 5.94445280216348 | 3.734655 | 1.5917 | 0.112568 | 0.056284 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.975188361913352 |
R-squared | 0.950992341211247 |
Adjusted R-squared | 0.950126481515333 |
F-TEST (value) | 1098.32152449016 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 164.410129268412 |
Sum Squared Residuals | 7649685.44151385 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1353.09106990222 | 64.9089300977823 |
2 | 869 | 1047.3322975023 | -178.332297502303 |
3 | 1530 | 1609.74992898196 | -79.749928981964 |
4 | 2172 | 2492.19268268733 | -320.192682687331 |
5 | 901 | 912.63256417267 | -11.6325641726699 |
6 | 463 | 568.096124362706 | -105.096124362706 |
7 | 3201 | 3694.51891331697 | -493.51891331697 |
8 | 371 | 455.088373916843 | -84.0883739168433 |
9 | 1192 | 1200.55296639057 | -8.55296639057171 |
10 | 1583 | 1699.78790674769 | -116.787906747686 |
11 | 1439 | 1383.22354256394 | 55.7764574360577 |
12 | 1764 | 1905.0722811498 | -141.072281149803 |
13 | 1495 | 1516.3125968684 | -21.3125968684017 |
14 | 1373 | 1477.00508698155 | -104.005086981547 |
15 | 2187 | 2298.61813271237 | -111.618132712373 |
16 | 1491 | 1504.93929649862 | -13.9392964986187 |
17 | 4041 | 3661.12643910287 | 379.873560897129 |
18 | 1706 | 1704.61610201076 | 1.38389798923642 |
19 | 2152 | 2408.85312262568 | -256.853122625682 |
20 | 1036 | 1117.30962483088 | -81.3096248308775 |
21 | 1882 | 1637.95243428615 | 244.047565713848 |
22 | 1929 | 1783.98037568754 | 145.019624312457 |
23 | 2242 | 2565.9718633544 | -323.971863354396 |
24 | 1220 | 1197.75542998748 | 22.2445700125161 |
25 | 1289 | 1221.73531597368 | 67.2646840263165 |
26 | 2515 | 2496.48898744253 | 18.5110125574699 |
27 | 2147 | 2130.72546122882 | 16.2745387711752 |
28 | 2352 | 2442.02159536127 | -90.0215953612679 |
29 | 1638 | 1572.50333507073 | 65.4966649292658 |
30 | 1222 | 1267.86470101142 | -45.8647010114177 |
31 | 1812 | 1866.01339978631 | -54.01339978631 |
32 | 1677 | 1748.15076896032 | -71.1507689603152 |
33 | 1579 | 1569.16837625452 | 9.83162374548364 |
34 | 1731 | 1819.85515523863 | -88.8551552386287 |
35 | 807 | 838.820463649083 | -31.8204636490827 |
36 | 2452 | 2537.62631546212 | -85.626315462124 |
37 | 829 | 807.236020761869 | 21.7639792381314 |
38 | 1940 | 2042.99247463239 | -102.992474632386 |
39 | 2662 | 2539.07841251251 | 122.921587487489 |
40 | 186 | 295.304156679686 | -109.304156679686 |
41 | 1499 | 1498.23822827534 | 0.761771724664897 |
42 | 865 | 833.405030257969 | 31.5949697420314 |
43 | 1793 | 1526.58083106581 | 266.419168934195 |
44 | 2527 | 2580.18533456322 | -53.185334563219 |
45 | 2747 | 2980.41029146504 | -233.41029146504 |
46 | 1324 | 1531.03503755464 | -207.035037554641 |
47 | 2702 | 2408.03306658779 | 293.966933412207 |
48 | 1383 | 1538.95257913228 | -155.952579132278 |
49 | 1179 | 1050.8174905961 | 128.182509403898 |
50 | 2099 | 2173.25817388075 | -74.2581738807487 |
51 | 4308 | 4778.84421120465 | -470.844211204654 |
52 | 918 | 1005.1064717031 | -87.1064717031007 |
53 | 1831 | 1602.20402141571 | 228.795978584288 |
54 | 3373 | 2987.59532287275 | 385.404677127251 |
55 | 1713 | 1822.81001115457 | -109.810011154567 |
56 | 1438 | 1353.3973381235 | 84.6026618765003 |
57 | 496 | 625.565459079897 | -129.565459079897 |
58 | 2253 | 2803.08114429047 | -550.081144290468 |
59 | 744 | 745.74840401262 | -1.74840401262004 |
60 | 1161 | 1344.22217430843 | -183.222174308429 |
61 | 2352 | 2180.26268071512 | 171.737319284876 |
62 | 2144 | 1736.53631209046 | 407.463687909539 |
63 | 4691 | 3556.84036422995 | 1134.15963577005 |
64 | 1112 | 1129.37639952012 | -17.3763995201245 |
65 | 2694 | 2508.99154951352 | 185.008450486484 |
66 | 1973 | 2223.48660833393 | -250.48660833393 |
67 | 1769 | 1896.91956924329 | -127.919569243291 |
68 | 3148 | 2832.73219534594 | 315.267804654064 |
69 | 2474 | 2527.76723495575 | -53.7672349557507 |
70 | 2084 | 2226.218997693 | -142.218997693005 |
71 | 1954 | 1925.32970982238 | 28.670290177622 |
72 | 1226 | 1482.65416213645 | -256.654162136447 |
73 | 1389 | 1220.52942987543 | 168.470570124571 |
74 | 1496 | 1507.39080471092 | -11.3908047109183 |
75 | 2269 | 2128.09501899288 | 140.904981007124 |
76 | 1833 | 1844.29006406038 | -11.2900640603795 |
77 | 1268 | 1325.03075749478 | -57.0307574947806 |
78 | 1943 | 1788.08530949846 | 154.914690501535 |
79 | 893 | 1064.62195095066 | -171.621950950659 |
80 | 1762 | 1658.1725955543 | 103.827404445702 |
81 | 1403 | 1654.80270628949 | -251.80270628949 |
82 | 1425 | 1343.52374702123 | 81.4762529787721 |
83 | 1857 | 2191.49421567017 | -334.494215670166 |
84 | 1840 | 2019.28581884959 | -179.285818849589 |
85 | 1502 | 1445.38560252631 | 56.6143974736851 |
86 | 1441 | 1281.66938722614 | 159.330612773862 |
87 | 1420 | 1486.6577548867 | -66.6577548867024 |
88 | 1416 | 1335.86138753908 | 80.1386124609167 |
89 | 2970 | 2703.16358762152 | 266.836412378483 |
90 | 1317 | 1691.77627717894 | -374.776277178937 |
91 | 1644 | 1474.35816784889 | 169.641832151113 |
92 | 870 | 1096.55063916687 | -226.550639166874 |
93 | 1654 | 1871.65330444981 | -217.653304449809 |
94 | 1054 | 1038.38947895197 | 15.6105210480318 |
95 | 937 | 853.52328808036 | 83.4767119196398 |
96 | 3004 | 3314.84265637742 | -310.842656377416 |
97 | 2008 | 2013.35111887512 | -5.35111887512431 |
98 | 2547 | 2263.95158340089 | 283.048416599107 |
99 | 1885 | 1795.53863046297 | 89.4613695370255 |
100 | 1626 | 1519.21771701841 | 106.782282981591 |
101 | 1468 | 1412.31312173358 | 55.6868782664221 |
102 | 2445 | 2273.65634747461 | 171.343652525388 |
103 | 1964 | 2150.16123961691 | -186.161239616913 |
104 | 1381 | 1348.44802807832 | 32.5519719216771 |
105 | 1369 | 1381.08706068301 | -12.087060683015 |
106 | 1659 | 1719.73122039278 | -60.731220392777 |
107 | 2888 | 2631.39719033968 | 256.602809660324 |
108 | 1290 | 1031.58127577881 | 258.418724221187 |
109 | 2845 | 2919.79160403941 | -74.7916040394138 |
110 | 1982 | 1962.33666619346 | 19.6633338065411 |
111 | 1904 | 1896.46172643751 | 7.53827356248944 |
112 | 1391 | 1623.97431609334 | -232.974316093344 |
113 | 602 | 662.813377367004 | -60.8133773670041 |
114 | 1743 | 1656.83562102894 | 86.164378971065 |
115 | 1559 | 1727.74156236649 | -168.74156236649 |
116 | 2014 | 2167.06129027274 | -153.061290272741 |
117 | 2143 | 2121.83493316362 | 21.1650668363832 |
118 | 2146 | 2021.56532686903 | 124.434673130972 |
119 | 874 | 906.582080703089 | -32.5820807030888 |
120 | 1590 | 1494.66302015073 | 95.3369798492692 |
121 | 1590 | 1438.36510217236 | 151.634897827642 |
122 | 1210 | 1292.3973031338 | -82.397303133799 |
123 | 2072 | 2034.14945320081 | 37.8505467991943 |
124 | 1281 | 1263.84808549848 | 17.1519145015189 |
125 | 1401 | 1431.84953636722 | -30.84953636722 |
126 | 834 | 806.73492918765 | 27.2650708123496 |
127 | 1105 | 1155.3619941725 | -50.3619941724956 |
128 | 1272 | 1019.4116218605 | 252.588378139501 |
129 | 1944 | 1765.99845920351 | 178.001540796494 |
130 | 391 | 450.823996301901 | -59.8239963019007 |
131 | 761 | 759.101675345098 | 1.89832465490152 |
132 | 1605 | 1571.88568556082 | 33.1143144391785 |
133 | 530 | 655.125154118836 | -125.125154118836 |
134 | 1988 | 1682.27090367376 | 305.729096326237 |
135 | 1386 | 1248.19547752271 | 137.804522477291 |
136 | 2395 | 2547.66736685655 | -152.667366856546 |
137 | 387 | 444.142518696751 | -57.1425186967514 |
138 | 1742 | 1829.27272074619 | -87.2727207461857 |
139 | 620 | 579.919094571972 | 40.0809054280282 |
140 | 449 | 588.389834900423 | -139.389834900423 |
141 | 800 | 837.54965077871 | -37.5496507787101 |
142 | 1684 | 1454.53924363964 | 229.460756360363 |
143 | 1050 | 1140.09803996851 | -90.0980399685094 |
144 | 2699 | 2604.77167749466 | 94.2283225053366 |
145 | 1606 | 1547.43231483136 | 58.5676851686439 |
146 | 1502 | 1280.718283776 | 221.281716224004 |
147 | 1204 | 1278.99922563459 | -74.9992256345887 |
148 | 1138 | 1148.05446183952 | -10.0544618395219 |
149 | 568 | 819.576950541486 | -251.576950541486 |
150 | 1459 | 1436.73293303909 | 22.2670669609115 |
151 | 2158 | 2214.73237467984 | -56.7323746798427 |
152 | 1111 | 1227.90447776263 | -116.90447776263 |
153 | 1421 | 1299.56525703953 | 121.434742960468 |
154 | 2833 | 3100.03814705302 | -267.038147053021 |
155 | 1955 | 2029.48931290499 | -74.4893129049877 |
156 | 2922 | 2769.85026982628 | 152.149730173718 |
157 | 1002 | 1141.74051503667 | -139.740515036665 |
158 | 1060 | 1170.6305435033 | -110.630543503303 |
159 | 956 | 988.566341873423 | -32.5663418734228 |
160 | 2186 | 2626.45258773349 | -440.452587733491 |
161 | 3604 | 3430.26586136747 | 173.734138632531 |
162 | 1035 | 1091.10527504398 | -56.1052750439752 |
163 | 1417 | 1528.17295986828 | -111.172959868284 |
164 | 3261 | 3487.243401019 | -226.243401019003 |
165 | 1587 | 1640.69645982007 | -53.696459820072 |
166 | 1424 | 1421.79315294277 | 2.20684705723125 |
167 | 1701 | 1763.85097670168 | -62.8509767016849 |
168 | 1249 | 1427.25402899941 | -178.254028999413 |
169 | 946 | 910.844488929487 | 35.1555110705133 |
170 | 1926 | 1881.07251650826 | 44.9274834917403 |
171 | 3352 | 3360.99639254212 | -8.99639254212085 |
172 | 1641 | 1616.28176074651 | 24.7182392534854 |
173 | 2035 | 1842.9547329101 | 192.045267089905 |
174 | 2312 | 2111.76911798279 | 200.230882017211 |
175 | 1369 | 1369.71657503323 | -0.716575033233929 |
176 | 1577 | 1641.68479902448 | -64.6847990244838 |
177 | 2201 | 2158.68020630958 | 42.3197936904235 |
178 | 961 | 957.076164056612 | 3.92383594338844 |
179 | 1900 | 1787.18444862341 | 112.81555137659 |
180 | 1254 | 1272.36933674504 | -18.3693367450434 |
181 | 1335 | 1282.16895150713 | 52.8310484928701 |
182 | 1597 | 1423.45454239066 | 173.545457609339 |
183 | 207 | 306.705722315697 | -99.7057223156966 |
184 | 1645 | 1613.21747233817 | 31.7825276618264 |
185 | 2429 | 2333.86418385239 | 95.1358161476142 |
186 | 151 | 262.838984590521 | -111.838984590521 |
187 | 474 | 693.239289448607 | -219.239289448607 |
188 | 141 | 269.563550257356 | -128.563550257356 |
189 | 1639 | 1401.53073807308 | 237.469261926925 |
190 | 872 | 841.80624515316 | 30.1937548468402 |
191 | 1318 | 1270.32063266926 | 47.6793673307365 |
192 | 1018 | 1210.81711565805 | -192.817115658046 |
193 | 1383 | 1275.22896622252 | 107.771033777478 |
194 | 1314 | 1154.38707024306 | 159.612929756938 |
195 | 1335 | 1345.41833925394 | -10.4183392539403 |
196 | 1403 | 1303.16853010986 | 99.8314698901424 |
197 | 910 | 1018.07638926418 | -108.076389264185 |
198 | 616 | 682.303514343937 | -66.3035143439369 |
199 | 1407 | 1447.8210049016 | -40.8210049016006 |
200 | 771 | 798.000767391937 | -27.0007673919369 |
201 | 766 | 799.996685898691 | -33.9966858986909 |
202 | 473 | 508.745243914859 | -35.7452439148586 |
203 | 1376 | 1441.80601257282 | -65.8060125728216 |
204 | 1232 | 1239.25176021839 | -7.25176021838492 |
205 | 1521 | 1499.26856286974 | 21.7314371302615 |
206 | 572 | 586.062280669069 | -14.0622806690693 |
207 | 1059 | 899.140409864928 | 159.859590135072 |
208 | 1544 | 1658.66909751505 | -114.66909751505 |
209 | 1230 | 1245.46184857363 | -15.4618485736296 |
210 | 1206 | 1216.74698052755 | -10.7469805275548 |
211 | 1205 | 1131.50622249056 | 73.4937775094372 |
212 | 1255 | 1031.49762869803 | 223.502371301966 |
213 | 613 | 605.983394971685 | 7.01660502831486 |
214 | 721 | 811.719143217022 | -90.7191432170223 |
215 | 1109 | 1063.89581328539 | 45.1041867146078 |
216 | 740 | 715.598799381099 | 24.4012006189014 |
217 | 1126 | 1115.76103813622 | 10.2389618637759 |
218 | 728 | 814.903521858305 | -86.9035218583054 |
219 | 689 | 718.185666534132 | -29.1856665341317 |
220 | 592 | 653.500858328718 | -61.5008583287176 |
221 | 995 | 918.740979479841 | 76.2590205201591 |
222 | 1613 | 1208.05922682844 | 404.94077317156 |
223 | 2048 | 1710.67926173033 | 337.320738269667 |
224 | 705 | 636.004520122333 | 68.9954798776672 |
225 | 301 | 399.263016761944 | -98.2630167619442 |
226 | 1803 | 1727.63691504733 | 75.3630849526683 |
227 | 799 | 834.033162405651 | -35.0331624056513 |
228 | 861 | 919.648629659665 | -58.6486296596653 |
229 | 1186 | 1042.93330613523 | 143.066693864772 |
230 | 1451 | 1097.05191122111 | 353.94808877889 |
231 | 628 | 589.320078959421 | 38.6799210405792 |
232 | 1161 | 960.871904417182 | 200.128095582818 |
233 | 1463 | 1354.29248707777 | 108.707512922231 |
234 | 742 | 721.443128885879 | 20.556871114121 |
235 | 979 | 1055.85021448892 | -76.850214488921 |
236 | 675 | 665.550946968299 | 9.44905303170091 |
237 | 1241 | 1253.23229940611 | -12.2322994061106 |
238 | 676 | 638.499659392492 | 37.5003406075083 |
239 | 1049 | 1044.59304276838 | 4.40695723161538 |
240 | 620 | 673.880093540302 | -53.8800935403022 |
241 | 1081 | 998.486967475493 | 82.5130325245075 |
242 | 1688 | 1487.9129980127 | 200.087001987303 |
243 | 736 | 718.232363363105 | 17.7676366368948 |
244 | 617 | 675.289500783656 | -58.289500783656 |
245 | 812 | 860.939457309665 | -48.9394573096653 |
246 | 1051 | 1042.85653407013 | 8.14346592986988 |
247 | 1656 | 1387.83992935264 | 268.160070647358 |
248 | 705 | 814.414743819745 | -109.414743819745 |
249 | 945 | 1041.25876825221 | -96.2587682522055 |
250 | 554 | 651.816184826126 | -97.8161848261261 |
251 | 1597 | 1631.35456174546 | -34.3545617454628 |
252 | 982 | 957.265389776042 | 24.7346102239577 |
253 | 222 | 303.386740234395 | -81.3867402343946 |
254 | 1212 | 1255.61735984254 | -43.617359842541 |
255 | 1143 | 1231.25568186683 | -88.2556818668296 |
256 | 435 | 532.374415628553 | -97.3744156285527 |
257 | 532 | 527.832265657339 | 4.16773434266068 |
258 | 882 | 959.847593296264 | -77.8475932962636 |
259 | 608 | 638.472589923099 | -30.4725899230988 |
260 | 459 | 462.836388091943 | -3.83638809194276 |
261 | 578 | 613.810222005937 | -35.8102220059374 |
262 | 826 | 751.572234332407 | 74.4277656675933 |
263 | 509 | 478.66087121263 | 30.3391287873703 |
264 | 717 | 633.164132272645 | 83.8358677273545 |
265 | 637 | 692.355976392716 | -55.3559763927162 |
266 | 857 | 829.692618043317 | 27.307381956683 |
267 | 830 | 840.200859112275 | -10.2008591122755 |
268 | 652 | 799.821308968184 | -147.821308968184 |
269 | 707 | 826.173296514799 | -119.173296514799 |
270 | 954 | 1025.29121522966 | -71.2912152296644 |
271 | 1461 | 1333.44372249915 | 127.556277500846 |
272 | 672 | 745.04534095964 | -73.0453409596405 |
273 | 778 | 820.911325075352 | -42.9113250753524 |
274 | 1141 | 1105.07656318776 | 35.9234368122364 |
275 | 680 | 628.804401401094 | 51.1955985989064 |
276 | 1090 | 960.731213808028 | 129.268786191972 |
277 | 616 | 569.462670650601 | 46.5373293493987 |
278 | 285 | 332.625054734233 | -47.6250547342331 |
279 | 1145 | 1017.7374671853 | 127.262532814705 |
280 | 733 | 790.049359507648 | -57.0493595076484 |
281 | 888 | 880.533097025759 | 7.46690297424112 |
282 | 849 | 905.270376670954 | -56.2703766709542 |
283 | 1182 | 1168.250217545 | 13.7497824549964 |
284 | 528 | 580.643392678305 | -52.6433926783045 |
285 | 642 | 737.028591812046 | -95.028591812046 |
286 | 947 | 570.4710267504 | 376.5289732496 |
287 | 819 | 703.252087864024 | 115.747912135976 |
288 | 757 | 664.233991597833 | 92.7660084021672 |
289 | 894 | 877.592478428961 | 16.4075215710388 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.19640988218112 | 0.39281976436224 | 0.80359011781888 |
10 | 0.106788542409184 | 0.213577084818368 | 0.893211457590816 |
11 | 0.0738001588768656 | 0.147600317753731 | 0.926199841123134 |
12 | 0.0351587128475608 | 0.0703174256951216 | 0.964841287152439 |
13 | 0.0656928305922042 | 0.131385661184408 | 0.934307169407796 |
14 | 0.0368112972282653 | 0.0736225944565306 | 0.963188702771735 |
15 | 0.0183506418880983 | 0.0367012837761965 | 0.981649358111902 |
16 | 0.0110709224462513 | 0.0221418448925027 | 0.988929077553749 |
17 | 0.716889266193552 | 0.566221467612895 | 0.283110733806448 |
18 | 0.668780192006214 | 0.662439615987572 | 0.331219807993786 |
19 | 0.803146171007525 | 0.39370765798495 | 0.196853828992475 |
20 | 0.746174918823956 | 0.507650162352088 | 0.253825081176044 |
21 | 0.845547280644186 | 0.308905438711629 | 0.154452719355814 |
22 | 0.848658417997817 | 0.302683164004366 | 0.151341582002183 |
23 | 0.899143401569944 | 0.201713196860113 | 0.100856598430056 |
24 | 0.877151771690597 | 0.245696456618806 | 0.122848228309403 |
25 | 0.859407354360696 | 0.281185291278608 | 0.140592645639304 |
26 | 0.831968324908922 | 0.336063350182157 | 0.168031675091078 |
27 | 0.793228533360468 | 0.413542933279064 | 0.206771466639532 |
28 | 0.758359516731328 | 0.483280966537343 | 0.241640483268672 |
29 | 0.715939171444223 | 0.568121657111555 | 0.284060828555777 |
30 | 0.665973961308226 | 0.668052077383548 | 0.334026038691774 |
31 | 0.612504976757204 | 0.774990046485592 | 0.387495023242796 |
32 | 0.556623213947698 | 0.886753572104604 | 0.443376786052302 |
33 | 0.500786631580314 | 0.998426736839372 | 0.499213368419686 |
34 | 0.453308382538706 | 0.906616765077412 | 0.546691617461294 |
35 | 0.398089498535502 | 0.796178997071005 | 0.601910501464498 |
36 | 0.35153479013505 | 0.7030695802701 | 0.64846520986495 |
37 | 0.304853303280304 | 0.609706606560608 | 0.695146696719696 |
38 | 0.264339630061057 | 0.528679260122114 | 0.735660369938943 |
39 | 0.263257599902805 | 0.52651519980561 | 0.736742400097195 |
40 | 0.226955486503739 | 0.453910973007479 | 0.773044513496261 |
41 | 0.188936447559746 | 0.377872895119492 | 0.811063552440254 |
42 | 0.161869600481637 | 0.323739200963275 | 0.838130399518363 |
43 | 0.188704948456747 | 0.377409896913494 | 0.811295051543253 |
44 | 0.162618973857842 | 0.325237947715684 | 0.837381026142158 |
45 | 0.149576141050089 | 0.299152282100177 | 0.850423858949911 |
46 | 0.157724941608859 | 0.315449883217718 | 0.842275058391141 |
47 | 0.229543782386939 | 0.459087564773877 | 0.770456217613061 |
48 | 0.221758859120814 | 0.443517718241629 | 0.778241140879186 |
49 | 0.225978850863526 | 0.451957701727052 | 0.774021149136474 |
50 | 0.194972217786038 | 0.389944435572076 | 0.805027782213962 |
51 | 0.350565927006584 | 0.701131854013169 | 0.649434072993416 |
52 | 0.320891315756607 | 0.641782631513215 | 0.679108684243393 |
53 | 0.368777002276272 | 0.737554004552545 | 0.631222997723728 |
54 | 0.743033023022989 | 0.513933953954021 | 0.256966976977011 |
55 | 0.710906985631039 | 0.578186028737921 | 0.289093014368961 |
56 | 0.67922845420612 | 0.641543091587761 | 0.32077154579388 |
57 | 0.661089729236976 | 0.677820541526047 | 0.338910270763024 |
58 | 0.943268799577856 | 0.113462400844288 | 0.0567312004221442 |
59 | 0.930219477050165 | 0.13956104589967 | 0.069780522949835 |
60 | 0.929827117910681 | 0.140345764178638 | 0.0701728820893191 |
61 | 0.933160941270606 | 0.133678117458787 | 0.0668390587293936 |
62 | 0.982577943639984 | 0.0348441127200318 | 0.0174220563600159 |
63 | 0.999999999810827 | 3.78345864460036e-10 | 1.89172932230018e-10 |
64 | 0.999999999654178 | 6.916433425391e-10 | 3.4582167126955e-10 |
65 | 0.99999999968574 | 6.28520169828621e-10 | 3.14260084914311e-10 |
66 | 0.999999999845739 | 3.08521123914564e-10 | 1.54260561957282e-10 |
67 | 0.999999999788432 | 4.23134980621761e-10 | 2.11567490310881e-10 |
68 | 0.999999999952605 | 9.47898672079179e-11 | 4.7394933603959e-11 |
69 | 0.999999999918883 | 1.62233470188899e-10 | 8.11167350944497e-11 |
70 | 0.999999999893477 | 2.13045506287039e-10 | 1.0652275314352e-10 |
71 | 0.999999999814818 | 3.70363983702465e-10 | 1.85181991851232e-10 |
72 | 0.999999999906291 | 1.87418460871868e-10 | 9.37092304359338e-11 |
73 | 0.999999999903904 | 1.9219130968758e-10 | 9.60956548437902e-11 |
74 | 0.999999999825849 | 3.48301250472697e-10 | 1.74150625236348e-10 |
75 | 0.999999999795511 | 4.08978389149363e-10 | 2.04489194574682e-10 |
76 | 0.999999999634797 | 7.30406858691681e-10 | 3.65203429345841e-10 |
77 | 0.999999999386817 | 1.22636669347366e-09 | 6.13183346736829e-10 |
78 | 0.999999999392206 | 1.21558736257907e-09 | 6.07793681289536e-10 |
79 | 0.999999999356953 | 1.28609418156837e-09 | 6.43047090784184e-10 |
80 | 0.999999999101039 | 1.79792146608474e-09 | 8.98960733042372e-10 |
81 | 0.999999999519328 | 9.61343435512339e-10 | 4.80671717756169e-10 |
82 | 0.999999999277582 | 1.44483506125956e-09 | 7.22417530629781e-10 |
83 | 0.999999999867945 | 2.64109094473006e-10 | 1.32054547236503e-10 |
84 | 0.999999999875359 | 2.49281901597292e-10 | 1.24640950798646e-10 |
85 | 0.999999999792231 | 4.15537668486456e-10 | 2.07768834243228e-10 |
86 | 0.999999999787905 | 4.24189209013322e-10 | 2.12094604506661e-10 |
87 | 0.99999999965489 | 6.90220650001986e-10 | 3.45110325000993e-10 |
88 | 0.999999999484619 | 1.03076199879902e-09 | 5.15380999399511e-10 |
89 | 0.999999999764983 | 4.70034293954375e-10 | 2.35017146977187e-10 |
90 | 0.999999999977041 | 4.59181426565597e-11 | 2.29590713282798e-11 |
91 | 0.999999999977995 | 4.40095974538898e-11 | 2.20047987269449e-11 |
92 | 0.999999999985639 | 2.87212116683925e-11 | 1.43606058341963e-11 |
93 | 0.9999999999919 | 1.62004711576443e-11 | 8.10023557882213e-12 |
94 | 0.999999999985604 | 2.87927703159477e-11 | 1.43963851579739e-11 |
95 | 0.999999999978817 | 4.23655638135885e-11 | 2.11827819067942e-11 |
96 | 0.999999999997888 | 4.22300478568697e-12 | 2.11150239284349e-12 |
97 | 0.999999999996117 | 7.76513180830516e-12 | 3.88256590415258e-12 |
98 | 0.999999999999026 | 1.94825881283296e-12 | 9.74129406416478e-13 |
99 | 0.999999999998553 | 2.89455329252764e-12 | 1.44727664626382e-12 |
100 | 0.999999999997983 | 4.03385406435861e-12 | 2.0169270321793e-12 |
101 | 0.999999999996629 | 6.74273785400467e-12 | 3.37136892700233e-12 |
102 | 0.999999999996876 | 6.24881617663494e-12 | 3.12440808831747e-12 |
103 | 0.999999999998059 | 3.88194678607033e-12 | 1.94097339303517e-12 |
104 | 0.999999999996545 | 6.91030732780896e-12 | 3.45515366390448e-12 |
105 | 0.999999999993802 | 1.23960918911385e-11 | 6.19804594556925e-12 |
106 | 0.999999999989592 | 2.08157151598914e-11 | 1.04078575799457e-11 |
107 | 0.999999999995101 | 9.79839208369551e-12 | 4.89919604184775e-12 |
108 | 0.999999999998204 | 3.59179211097475e-12 | 1.79589605548737e-12 |
109 | 0.999999999997183 | 5.63301852047096e-12 | 2.81650926023548e-12 |
110 | 0.999999999994903 | 1.01938292814182e-11 | 5.09691464070911e-12 |
111 | 0.99999999999077 | 1.84589241360965e-11 | 9.22946206804824e-12 |
112 | 0.999999999994489 | 1.10220132612868e-11 | 5.51100663064338e-12 |
113 | 0.999999999991162 | 1.76752339678543e-11 | 8.83761698392717e-12 |
114 | 0.999999999986526 | 2.69480105666411e-11 | 1.34740052833205e-11 |
115 | 0.999999999985972 | 2.80566846335099e-11 | 1.4028342316755e-11 |
116 | 0.999999999987192 | 2.56150625786336e-11 | 1.28075312893168e-11 |
117 | 0.999999999977656 | 4.46877325624711e-11 | 2.23438662812356e-11 |
118 | 0.999999999970328 | 5.93437533082643e-11 | 2.96718766541322e-11 |
119 | 0.999999999947794 | 1.04412232427822e-10 | 5.22061162139111e-11 |
120 | 0.999999999922562 | 1.54875208873061e-10 | 7.74376044365307e-11 |
121 | 0.99999999991863 | 1.62739252155874e-10 | 8.13696260779371e-11 |
122 | 0.999999999871734 | 2.56531717258732e-10 | 1.28265858629366e-10 |
123 | 0.999999999814061 | 3.71877920795375e-10 | 1.85938960397688e-10 |
124 | 0.999999999682215 | 6.35569152308508e-10 | 3.17784576154254e-10 |
125 | 0.999999999465159 | 1.06968262910659e-09 | 5.34841314553296e-10 |
126 | 0.999999999110003 | 1.77999451131469e-09 | 8.89997255657347e-10 |
127 | 0.999999998599352 | 2.80129509697909e-09 | 1.40064754848955e-09 |
128 | 0.999999999382215 | 1.23556953723365e-09 | 6.17784768616823e-10 |
129 | 0.999999999527605 | 9.44789583859208e-10 | 4.72394791929604e-10 |
130 | 0.999999999228016 | 1.54396746331744e-09 | 7.71983731658718e-10 |
131 | 0.999999998710631 | 2.57873776634949e-09 | 1.28936888317475e-09 |
132 | 0.999999997934231 | 4.13153878069103e-09 | 2.06576939034552e-09 |
133 | 0.999999997525676 | 4.948647572291e-09 | 2.4743237861455e-09 |
134 | 0.99999999935428 | 1.29144028009195e-09 | 6.45720140045973e-10 |
135 | 0.99999999923868 | 1.52263983668407e-09 | 7.61319918342033e-10 |
136 | 0.999999999163089 | 1.67382168223389e-09 | 8.36910841116943e-10 |
137 | 0.999999998635588 | 2.72882496125995e-09 | 1.36441248062998e-09 |
138 | 0.999999998240009 | 3.51998143286993e-09 | 1.75999071643496e-09 |
139 | 0.999999997151695 | 5.69660994367538e-09 | 2.84830497183769e-09 |
140 | 0.999999996726449 | 6.54710156798941e-09 | 3.2735507839947e-09 |
141 | 0.99999999461854 | 1.07629200757757e-08 | 5.38146003788787e-09 |
142 | 0.99999999733097 | 5.33806036714701e-09 | 2.6690301835735e-09 |
143 | 0.99999999650035 | 6.99929947501363e-09 | 3.49964973750682e-09 |
144 | 0.999999994850411 | 1.02991781603023e-08 | 5.14958908015114e-09 |
145 | 0.999999991823651 | 1.63526975606158e-08 | 8.17634878030791e-09 |
146 | 0.99999999424892 | 1.15021595353005e-08 | 5.75107976765027e-09 |
147 | 0.999999993479376 | 1.30412490758735e-08 | 6.52062453793674e-09 |
148 | 0.999999989249661 | 2.15006781209028e-08 | 1.07503390604514e-08 |
149 | 0.999999995405403 | 9.18919439084264e-09 | 4.59459719542132e-09 |
150 | 0.999999992441292 | 1.51174162194017e-08 | 7.55870810970084e-09 |
151 | 0.999999988387339 | 2.32253211599299e-08 | 1.1612660579965e-08 |
152 | 0.999999985491091 | 2.90178183884461e-08 | 1.45089091942231e-08 |
153 | 0.999999984148644 | 3.1702711899374e-08 | 1.5851355949687e-08 |
154 | 0.99999999757 | 4.85999961086383e-09 | 2.42999980543191e-09 |
155 | 0.999999996701772 | 6.5964561815755e-09 | 3.29822809078775e-09 |
156 | 0.999999995800066 | 8.39986739303046e-09 | 4.19993369651523e-09 |
157 | 0.999999995948884 | 8.10223138907929e-09 | 4.05111569453964e-09 |
158 | 0.999999996733136 | 6.53372879581416e-09 | 3.26686439790708e-09 |
159 | 0.99999999459706 | 1.08058809577616e-08 | 5.4029404788808e-09 |
160 | 0.99999999995259 | 9.48192393968138e-11 | 4.74096196984069e-11 |
161 | 0.999999999937875 | 1.2424929826265e-10 | 6.21246491313248e-11 |
162 | 0.999999999956668 | 8.66647503903921e-11 | 4.33323751951961e-11 |
163 | 0.999999999957343 | 8.53134342668094e-11 | 4.26567171334047e-11 |
164 | 0.999999999990404 | 1.91916307517557e-11 | 9.59581537587784e-12 |
165 | 0.999999999988083 | 2.38336969933637e-11 | 1.19168484966818e-11 |
166 | 0.999999999977922 | 4.4156348919082e-11 | 2.2078174459541e-11 |
167 | 0.999999999979183 | 4.16337062158431e-11 | 2.08168531079216e-11 |
168 | 0.99999999999242 | 1.51608559565132e-11 | 7.58042797825658e-12 |
169 | 0.999999999985961 | 2.80770158966265e-11 | 1.40385079483132e-11 |
170 | 0.999999999974056 | 5.18882056879153e-11 | 2.59441028439576e-11 |
171 | 0.999999999986594 | 2.68112177494698e-11 | 1.34056088747349e-11 |
172 | 0.999999999975317 | 4.93660385955451e-11 | 2.46830192977726e-11 |
173 | 0.999999999975499 | 4.90025840407716e-11 | 2.45012920203858e-11 |
174 | 0.999999999965637 | 6.87252058758983e-11 | 3.43626029379491e-11 |
175 | 0.999999999956421 | 8.71589720954938e-11 | 4.35794860477469e-11 |
176 | 0.999999999938666 | 1.22668372742743e-10 | 6.13341863713715e-11 |
177 | 0.999999999892701 | 2.14598098900471e-10 | 1.07299049450236e-10 |
178 | 0.999999999803304 | 3.93391866347538e-10 | 1.96695933173769e-10 |
179 | 0.999999999694332 | 6.11337056530637e-10 | 3.05668528265319e-10 |
180 | 0.999999999536779 | 9.2644228437095e-10 | 4.63221142185475e-10 |
181 | 0.999999999224855 | 1.55028904570248e-09 | 7.75144522851242e-10 |
182 | 0.999999999129493 | 1.74101486129852e-09 | 8.70507430649261e-10 |
183 | 0.999999998552545 | 2.8949106502401e-09 | 1.44745532512005e-09 |
184 | 0.999999997480027 | 5.03994618522968e-09 | 2.51997309261484e-09 |
185 | 0.999999995755557 | 8.48888664541812e-09 | 4.24444332270906e-09 |
186 | 0.999999993234424 | 1.3531151530285e-08 | 6.76557576514249e-09 |
187 | 0.999999995834981 | 8.33003870038973e-09 | 4.16501935019487e-09 |
188 | 0.99999999392361 | 1.21527808472453e-08 | 6.07639042362264e-09 |
189 | 0.99999999733002 | 5.33995948427396e-09 | 2.66997974213698e-09 |
190 | 0.999999995353163 | 9.29367367254804e-09 | 4.64683683627402e-09 |
191 | 0.999999992079329 | 1.58413426938752e-08 | 7.9206713469376e-09 |
192 | 0.999999995837431 | 8.32513801493474e-09 | 4.16256900746737e-09 |
193 | 0.999999993170006 | 1.36599873922758e-08 | 6.82999369613792e-09 |
194 | 0.999999990681095 | 1.86378097169262e-08 | 9.3189048584631e-09 |
195 | 0.999999983589041 | 3.28219178423913e-08 | 1.64109589211956e-08 |
196 | 0.999999974002321 | 5.19953580580019e-08 | 2.5997679029001e-08 |
197 | 0.999999969026821 | 6.19463588982366e-08 | 3.09731794491183e-08 |
198 | 0.99999995178347 | 9.64330598770088e-08 | 4.82165299385044e-08 |
199 | 0.99999993512146 | 1.29757079562198e-07 | 6.48785397810988e-08 |
200 | 0.999999890794715 | 2.18410569488855e-07 | 1.09205284744428e-07 |
201 | 0.999999825688038 | 3.48623924657861e-07 | 1.74311962328931e-07 |
202 | 0.999999707573177 | 5.84853645657319e-07 | 2.92426822828659e-07 |
203 | 0.999999654845695 | 6.9030861006475e-07 | 3.45154305032375e-07 |
204 | 0.999999487303676 | 1.02539264702253e-06 | 5.12696323511266e-07 |
205 | 0.999999372470694 | 1.25505861258331e-06 | 6.27529306291657e-07 |
206 | 0.99999894950721 | 2.10098558066723e-06 | 1.05049279033361e-06 |
207 | 0.999999069002956 | 1.86199408891592e-06 | 9.30997044457961e-07 |
208 | 0.999999302568176 | 1.3948636473229e-06 | 6.97431823661449e-07 |
209 | 0.999998909805145 | 2.18038971087172e-06 | 1.09019485543586e-06 |
210 | 0.999998334181655 | 3.33163668968211e-06 | 1.66581834484106e-06 |
211 | 0.999997324482474 | 5.35103505146136e-06 | 2.67551752573068e-06 |
212 | 0.999998710078641 | 2.57984271694003e-06 | 1.28992135847001e-06 |
213 | 0.999997858173202 | 4.28365359531014e-06 | 2.14182679765507e-06 |
214 | 0.999996955992402 | 6.08801519556067e-06 | 3.04400759778034e-06 |
215 | 0.999995951023219 | 8.09795356119167e-06 | 4.04897678059584e-06 |
216 | 0.999993339150263 | 1.33216994744426e-05 | 6.66084973722128e-06 |
217 | 0.999989851215498 | 2.02975690031615e-05 | 1.01487845015807e-05 |
218 | 0.99999655585938 | 6.88828123970928e-06 | 3.44414061985464e-06 |
219 | 0.999995561011448 | 8.87797710331657e-06 | 4.43898855165828e-06 |
220 | 0.999992731719475 | 1.45365610496422e-05 | 7.26828052482111e-06 |
221 | 0.999990202744727 | 1.95945105451166e-05 | 9.79725527255832e-06 |
222 | 0.999996973218408 | 6.05356318372519e-06 | 3.02678159186259e-06 |
223 | 0.999998357192224 | 3.28561555120201e-06 | 1.64280777560101e-06 |
224 | 0.999997729539906 | 4.54092018893168e-06 | 2.27046009446584e-06 |
225 | 0.999996680234284 | 6.63953143242307e-06 | 3.31976571621154e-06 |
226 | 0.999995058310149 | 9.88337970262132e-06 | 4.94168985131066e-06 |
227 | 0.999992066224019 | 1.58675519613439e-05 | 7.93377598067194e-06 |
228 | 0.999989333697059 | 2.13326058822764e-05 | 1.06663029411382e-05 |
229 | 0.999985450891271 | 2.9098217458288e-05 | 1.4549108729144e-05 |
230 | 0.999999450418303 | 1.09916339400375e-06 | 5.49581697001877e-07 |
231 | 0.999999003795063 | 1.99240987395917e-06 | 9.96204936979584e-07 |
232 | 0.999999578572588 | 8.42854823412455e-07 | 4.21427411706227e-07 |
233 | 0.99999952236979 | 9.5526041944833e-07 | 4.77630209724165e-07 |
234 | 0.999999117051618 | 1.76589676319912e-06 | 8.82948381599562e-07 |
235 | 0.999998770516294 | 2.45896741215082e-06 | 1.22948370607541e-06 |
236 | 0.999997696325636 | 4.60734872786789e-06 | 2.30367436393395e-06 |
237 | 0.999995738494316 | 8.52301136792857e-06 | 4.26150568396429e-06 |
238 | 0.999993126521321 | 1.37469573575037e-05 | 6.87347867875187e-06 |
239 | 0.999987519956327 | 2.49600873453644e-05 | 1.24800436726822e-05 |
240 | 0.999978791691036 | 4.24166179278089e-05 | 2.12083089639045e-05 |
241 | 0.999971619865036 | 5.67602699273964e-05 | 2.83801349636982e-05 |
242 | 0.999985560191885 | 2.88796162297769e-05 | 1.44398081148884e-05 |
243 | 0.999976374866547 | 4.72502669059976e-05 | 2.36251334529988e-05 |
244 | 0.999964947465564 | 7.01050688713967e-05 | 3.50525344356983e-05 |
245 | 0.999942577459787 | 0.000114845080425617 | 5.74225402128086e-05 |
246 | 0.999898048465596 | 0.000203903068808418 | 0.000101951534404209 |
247 | 0.999988264936606 | 2.34701267878503e-05 | 1.17350633939251e-05 |
248 | 0.999983001478992 | 3.39970420157503e-05 | 1.69985210078752e-05 |
249 | 0.999973912762177 | 5.21744756462532e-05 | 2.60872378231266e-05 |
250 | 0.999954630950881 | 9.07380982387195e-05 | 4.53690491193598e-05 |
251 | 0.999916305552092 | 0.000167388895815415 | 8.36944479077077e-05 |
252 | 0.999845467151951 | 0.000309065696098166 | 0.000154532848049083 |
253 | 0.999779250821954 | 0.000441498356091692 | 0.000220749178045846 |
254 | 0.999632886986081 | 0.000734226027837715 | 0.000367113013918858 |
255 | 0.999371155698221 | 0.00125768860355854 | 0.00062884430177927 |
256 | 0.999089842308634 | 0.00182031538273208 | 0.000910157691366042 |
257 | 0.998416410837477 | 0.00316717832504538 | 0.00158358916252269 |
258 | 0.997714180251257 | 0.00457163949748538 | 0.00228581974874269 |
259 | 0.996448694084729 | 0.00710261183054139 | 0.0035513059152707 |
260 | 0.994085039240942 | 0.0118299215181167 | 0.00591496075905833 |
261 | 0.991484202941708 | 0.0170315941165831 | 0.00851579705829153 |
262 | 0.986366416752055 | 0.0272671664958891 | 0.0136335832479446 |
263 | 0.979015184276934 | 0.0419696314461325 | 0.0209848157230663 |
264 | 0.971836401908347 | 0.0563271961833069 | 0.0281635980916535 |
265 | 0.958451239700717 | 0.0830975205985659 | 0.0415487602992829 |
266 | 0.940497486223623 | 0.119005027552755 | 0.0595025137763774 |
267 | 0.913046894200018 | 0.173906211599964 | 0.0869531057999819 |
268 | 0.925227515425296 | 0.149544969149407 | 0.0747724845747037 |
269 | 0.917568320545922 | 0.164863358908157 | 0.0824316794540783 |
270 | 0.898005922278933 | 0.203988155442135 | 0.101994077721067 |
271 | 0.858051356870847 | 0.283897286258306 | 0.141948643129153 |
272 | 0.830020610563264 | 0.339958778873473 | 0.169979389436736 |
273 | 0.775353883651794 | 0.449292232696411 | 0.224646116348205 |
274 | 0.705515744677755 | 0.588968510644489 | 0.294484255322245 |
275 | 0.612557114240806 | 0.774885771518388 | 0.387442885759194 |
276 | 0.504519156373148 | 0.990961687253703 | 0.495480843626852 |
277 | 0.393017896981469 | 0.786035793962938 | 0.606982103018531 |
278 | 0.371534934753798 | 0.743069869507595 | 0.628465065246202 |
279 | 0.285672483829251 | 0.571344967658502 | 0.714327516170749 |
280 | 0.478766007895873 | 0.957532015791746 | 0.521233992104127 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 197 | 0.724264705882353 | NOK |
5% type I error level | 204 | 0.75 | NOK |
10% type I error level | 208 | 0.764705882352941 | NOK |