Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 128.352784419051 + 0.0011706330610579time[t] + 1.82016545741435compinfo[t] + 1.70351711721119comppr[t] + 7.50041191301264sharedcomp[t] + 1.53308049449827bloggedcomp[t] + 0.844208555120052compreviewed[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) | 128.352784419051 | 27.352515 | 4.6925 | 4e-06 | 2e-06 |
time | 0.0011706330610579 | 0.000359 | 3.263 | 0.001238 | 0.000619 |
compinfo | 1.82016545741435 | 0.091597 | 19.8715 | 0 | 0 |
comppr | 1.70351711721119 | 0.245339 | 6.9435 | 0 | 0 |
sharedcomp | 7.50041191301264 | 4.241067 | 1.7685 | 0.078055 | 0.039028 |
bloggedcomp | 1.53308049449827 | 0.572001 | 2.6802 | 0.007791 | 0.003895 |
compreviewed | 0.844208555120052 | 1.739765 | 0.4852 | 0.627881 | 0.31394 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.97109425805186 |
R-squared | 0.943024058021293 |
Adjusted R-squared | 0.94181180393664 |
F-TEST (value) | 777.909573545354 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 177.586935747436 |
Sum Squared Residuals | 8893467.76898227 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1402.95875051578 | 15.0412494842178 |
2 | 869 | 1046.81905158695 | -177.819051586948 |
3 | 1530 | 1651.69692903605 | -121.696929036049 |
4 | 2172 | 2517.21128641753 | -345.211286417529 |
5 | 901 | 933.336520591859 | -32.3365205918594 |
6 | 463 | 557.863447776836 | -94.8634477768363 |
7 | 3201 | 3736.69960755876 | -535.699607558756 |
8 | 371 | 457.264305556457 | -86.2643055564573 |
9 | 1192 | 1112.48057692188 | 79.5194230781245 |
10 | 1583 | 1734.68313219476 | -151.683132194764 |
11 | 1439 | 1476.12213425699 | -37.1221342569885 |
12 | 1764 | 1875.97100967723 | -111.971009677232 |
13 | 1495 | 1482.59618914422 | 12.4038108557846 |
14 | 1373 | 1473.65477151088 | -100.654771510879 |
15 | 2187 | 2407.86396233224 | -220.863962332236 |
16 | 1491 | 1497.90361575266 | -6.90361575266163 |
17 | 4041 | 3588.21519774478 | 452.784802255222 |
18 | 1706 | 1797.62148945537 | -91.6214894553663 |
19 | 2152 | 2274.46693726002 | -122.466937260023 |
20 | 1036 | 1187.34760327165 | -151.34760327165 |
21 | 1882 | 1732.09071408817 | 149.909285911835 |
22 | 1929 | 1873.32829578584 | 55.6717042141575 |
23 | 2242 | 2586.19315113876 | -344.193151138759 |
24 | 1220 | 1263.63829345571 | -43.6382934557145 |
25 | 1289 | 1328.09664693984 | -39.0966469398411 |
26 | 2515 | 2538.41710976247 | -23.4171097624722 |
27 | 2147 | 2035.88820084376 | 111.111799156242 |
28 | 2352 | 2341.81124941039 | 10.1887505896117 |
29 | 1638 | 1601.30390111937 | 36.6960988806254 |
30 | 1222 | 1296.24004100516 | -74.2400410051568 |
31 | 1812 | 2012.38256868961 | -200.382568689611 |
32 | 1677 | 1808.04526113878 | -131.045261138781 |
33 | 1579 | 1558.73101119125 | 20.2689888087544 |
34 | 1731 | 1871.31889410744 | -140.318894107442 |
35 | 807 | 878.009220270941 | -71.0092202709409 |
36 | 2452 | 2586.02621551476 | -134.026215514758 |
37 | 829 | 806.610307271353 | 22.3896927286466 |
38 | 1940 | 2123.09068246437 | -183.090682464366 |
39 | 2662 | 2482.62418562134 | 179.375814378661 |
40 | 186 | 265.868346401418 | -79.8683464014181 |
41 | 1499 | 1476.90479810413 | 22.0952018958664 |
42 | 865 | 850.584061861725 | 14.4159381382748 |
43 | 1793 | 1455.42697220043 | 337.573027799569 |
44 | 2527 | 2378.98549984496 | 148.014500155036 |
45 | 2747 | 3069.45106425927 | -322.451064259274 |
46 | 1324 | 1551.46796326893 | -227.46796326893 |
47 | 2702 | 2277.07482882395 | 424.925171176048 |
48 | 1383 | 1553.28856939792 | -170.288569397918 |
49 | 1179 | 1092.44815880028 | 86.5518411997193 |
50 | 2099 | 2157.55231098074 | -58.5523109807369 |
51 | 4308 | 4906.67760703383 | -598.677607033828 |
52 | 918 | 985.965602407299 | -67.9656024072986 |
53 | 1831 | 1641.4728784786 | 189.527121521401 |
54 | 3373 | 3047.70721231558 | 325.292787684417 |
55 | 1713 | 1924.26839467952 | -211.268394679516 |
56 | 1438 | 1343.34547245045 | 94.6545275495521 |
57 | 496 | 603.175947136938 | -107.175947136938 |
58 | 2253 | 2239.40053334011 | 13.5994666598938 |
59 | 744 | 789.286436790367 | -45.2864367903669 |
60 | 1161 | 1272.61416120939 | -111.614161209386 |
61 | 2352 | 2300.21199144728 | 51.788008552724 |
62 | 2144 | 1800.7435924628 | 343.2564075372 |
63 | 4691 | 3343.7436530688 | 1347.2563469312 |
64 | 1112 | 1114.30261788783 | -2.30261788782989 |
65 | 2694 | 2386.39438659852 | 307.605613401481 |
66 | 1973 | 2194.58087435705 | -221.580874357048 |
67 | 1769 | 1908.99972892229 | -139.999728922288 |
68 | 3148 | 2817.33418072851 | 330.665819271488 |
69 | 2474 | 2537.50066437512 | -63.5006643751211 |
70 | 2084 | 2180.39183200228 | -96.3918320022765 |
71 | 1954 | 1902.62162691226 | 51.3783730877446 |
72 | 1226 | 1461.50247760808 | -235.502477608077 |
73 | 1389 | 1247.6314378355 | 141.3685621645 |
74 | 1496 | 1375.15786273117 | 120.842137268832 |
75 | 2269 | 1987.81732496794 | 281.182675032059 |
76 | 1833 | 1931.5180201627 | -98.5180201626989 |
77 | 1268 | 1431.59150068353 | -163.591500683527 |
78 | 1943 | 1869.58835905005 | 73.4116409499472 |
79 | 893 | 1079.8194839894 | -186.819483989396 |
80 | 1762 | 1679.46751105247 | 82.5324889475255 |
81 | 1403 | 1726.69422820403 | -323.694228204028 |
82 | 1425 | 1455.2745833234 | -30.2745833234018 |
83 | 1857 | 2298.03998429276 | -441.039984292757 |
84 | 1840 | 2020.78373899429 | -180.783738994289 |
85 | 1502 | 1377.30621666952 | 124.693783330476 |
86 | 1441 | 1378.50644663904 | 62.493553360964 |
87 | 1420 | 1514.29933097877 | -94.2993309787729 |
88 | 1416 | 1380.70269948699 | 35.2973005130065 |
89 | 2970 | 2747.68127586379 | 222.31872413621 |
90 | 1317 | 1637.15990763684 | -320.159907636836 |
91 | 1644 | 1478.98022472258 | 165.019775277423 |
92 | 870 | 1153.21499080586 | -283.214990805864 |
93 | 1654 | 1899.23843825803 | -245.238438258028 |
94 | 1054 | 1087.25035094015 | -33.2503509401542 |
95 | 937 | 860.312467565525 | 76.6875324344747 |
96 | 3004 | 3146.1270076941 | -142.127007694098 |
97 | 2008 | 1995.99550772013 | 12.0044922798747 |
98 | 2547 | 2302.40189235486 | 244.598107645136 |
99 | 1885 | 1780.88266429657 | 104.11733570343 |
100 | 1626 | 1613.70846158664 | 12.2915384133631 |
101 | 1468 | 1399.63236633952 | 68.3676336604846 |
102 | 2445 | 2353.08066986865 | 91.9193301313507 |
103 | 1964 | 2174.32615309212 | -210.326153092125 |
104 | 1381 | 1447.23687883685 | -66.2368788368526 |
105 | 1369 | 1479.70040760008 | -110.700407600077 |
106 | 1659 | 1823.39853519964 | -164.398535199639 |
107 | 2888 | 2599.2280734227 | 288.771926577295 |
108 | 1290 | 1062.80868681441 | 227.191313185592 |
109 | 2845 | 2967.18371585911 | -122.183715859106 |
110 | 1982 | 1934.59503085412 | 47.4049691458821 |
111 | 1904 | 2021.99037100017 | -117.99037100017 |
112 | 1391 | 1320.70639632609 | 70.293603673912 |
113 | 602 | 707.764278287625 | -105.764278287625 |
114 | 1743 | 1677.13561451994 | 65.8643854800573 |
115 | 1559 | 1602.93761938912 | -43.9376193891188 |
116 | 2014 | 2338.92106837616 | -324.921068376161 |
117 | 2143 | 2231.57014662453 | -88.5701466245248 |
118 | 2146 | 1977.10143270379 | 168.898567296212 |
119 | 874 | 858.551740708824 | 15.4482592911757 |
120 | 1590 | 1471.2118205753 | 118.788179424701 |
121 | 1590 | 1442.74920168943 | 147.250798310573 |
122 | 1210 | 1159.48166996316 | 50.5183300368394 |
123 | 2072 | 2001.77147517895 | 70.2285248210536 |
124 | 1281 | 1253.80899103838 | 27.1910089616176 |
125 | 1401 | 1456.61796941682 | -55.6179694168185 |
126 | 834 | 808.411641079494 | 25.5883589205065 |
127 | 1105 | 1110.06461275837 | -5.06461275836528 |
128 | 1272 | 1060.86288751586 | 211.137112484144 |
129 | 1944 | 1861.05966027321 | 82.9403397267865 |
130 | 391 | 470.083074559407 | -79.0830745594068 |
131 | 761 | 710.476863466883 | 50.5231365331168 |
132 | 1605 | 1623.25883515403 | -18.2588351540345 |
133 | 530 | 667.373122562576 | -137.373122562576 |
134 | 1988 | 1652.83326311901 | 335.166736880995 |
135 | 1386 | 1336.01583323991 | 49.9841667600887 |
136 | 2395 | 2576.36063687518 | -181.360636875179 |
137 | 387 | 428.282805881474 | -41.2828058814743 |
138 | 1742 | 1898.37906309123 | -156.379063091225 |
139 | 620 | 594.102156457963 | 25.8978435420371 |
140 | 449 | 600.986636802569 | -151.986636802569 |
141 | 800 | 773.805279677792 | 26.1947203222075 |
142 | 1684 | 1430.33093580706 | 253.669064192937 |
143 | 1050 | 1132.43359353388 | -82.4335935338803 |
144 | 2699 | 2607.91161591157 | 91.0883840884278 |
145 | 1606 | 1608.3745454228 | -2.37454542280084 |
146 | 1502 | 1317.87915109421 | 184.120848905794 |
147 | 1204 | 1243.08486745959 | -39.0848674595884 |
148 | 1138 | 1147.03190865591 | -9.03190865591152 |
149 | 568 | 795.318868908593 | -227.318868908593 |
150 | 1459 | 1525.88232016678 | -66.882320166777 |
151 | 2158 | 2301.73434488726 | -143.734344887256 |
152 | 1111 | 1233.72988729942 | -122.729887299419 |
153 | 1421 | 1240.73854572626 | 180.261454273744 |
154 | 2833 | 3264.57414517922 | -431.574145179219 |
155 | 1955 | 2096.83687747516 | -141.83687747516 |
156 | 2922 | 2833.99654376403 | 88.0034562359737 |
157 | 1002 | 1226.15944960042 | -224.159449600422 |
158 | 1060 | 1254.48839921568 | -194.488399215682 |
159 | 956 | 1011.37606402519 | -55.3760640251863 |
160 | 2186 | 2076.2163875002 | 109.783612499801 |
161 | 3604 | 3315.63296731147 | 288.367032688531 |
162 | 1035 | 1128.5578496072 | -93.5578496071952 |
163 | 1417 | 1292.51676461959 | 124.483235380409 |
164 | 3261 | 3482.73390948802 | -221.733909488019 |
165 | 1587 | 1605.18299524441 | -18.1829952444115 |
166 | 1424 | 1536.10604447276 | -112.106044472757 |
167 | 1701 | 1799.09259404629 | -98.0925940462863 |
168 | 1249 | 1248.79663841618 | 0.203361583820529 |
169 | 946 | 853.036931195817 | 92.9630688041832 |
170 | 1926 | 1782.84982927898 | 143.150170721024 |
171 | 3352 | 3365.87114837776 | -13.8711483777608 |
172 | 1641 | 1673.1992076838 | -32.1992076838028 |
173 | 2035 | 1800.53118509442 | 234.468814905582 |
174 | 2312 | 2163.00221553023 | 148.997784469767 |
175 | 1369 | 1558.52104203175 | -189.521042031753 |
176 | 1577 | 1678.89880148067 | -101.898801480668 |
177 | 2201 | 2182.78373174332 | 18.2162682566781 |
178 | 961 | 967.891194884679 | -6.89119488467863 |
179 | 1900 | 1834.7431393807 | 65.2568606192985 |
180 | 1254 | 1338.18719847979 | -84.1871984797918 |
181 | 1335 | 1189.6940437723 | 145.305956227702 |
182 | 1597 | 1393.88147692855 | 203.118523071451 |
183 | 207 | 306.393428678082 | -99.3934286780821 |
184 | 1645 | 1561.70238252706 | 83.2976174729441 |
185 | 2429 | 2307.27470279442 | 121.725297205585 |
186 | 151 | 282.203979135757 | -131.203979135757 |
187 | 474 | 688.940005048387 | -214.940005048387 |
188 | 141 | 280.440059209778 | -139.440059209778 |
189 | 1639 | 1427.98794564367 | 211.012054356329 |
190 | 872 | 877.833053511502 | -5.83305351150233 |
191 | 1318 | 1271.33517863246 | 46.6648213675378 |
192 | 1018 | 1179.07956797415 | -161.079567974155 |
193 | 1383 | 1302.6574189972 | 80.3425810028049 |
194 | 1314 | 1218.61865778425 | 95.3813422157454 |
195 | 1335 | 1378.33663634922 | -43.3366363492238 |
196 | 1403 | 1324.12993635294 | 78.8700636470566 |
197 | 910 | 1005.39802517266 | -95.3980251726614 |
198 | 616 | 705.926445777672 | -89.9264457776724 |
199 | 1407 | 1404.29188733001 | 2.7081126699933 |
200 | 771 | 796.717268858226 | -25.7172688582261 |
201 | 766 | 704.102170712414 | 61.8978292875864 |
202 | 473 | 534.75786770237 | -61.7578677023702 |
203 | 1376 | 1381.16736192428 | -5.1673619242766 |
204 | 1232 | 1172.24388907074 | 59.7561109292595 |
205 | 1521 | 1536.63009749509 | -15.6300974950866 |
206 | 572 | 580.119777305285 | -8.1197773052848 |
207 | 1059 | 862.947199991135 | 196.052800008865 |
208 | 1544 | 1629.44482008555 | -85.4448200855454 |
209 | 1230 | 1204.4833824517 | 25.5166175482988 |
210 | 1206 | 1233.47487642978 | -27.4748764297833 |
211 | 1205 | 1121.55207336133 | 83.447926638667 |
212 | 1255 | 1035.76196571428 | 219.238034285721 |
213 | 613 | 657.594068848458 | -44.5940688484578 |
214 | 721 | 775.289232096644 | -54.2892320966442 |
215 | 1109 | 1032.99475925329 | 76.0052407467083 |
216 | 740 | 706.695994259546 | 33.3040057404537 |
217 | 1126 | 1090.75779056309 | 35.2422094369053 |
218 | 728 | 816.033779210336 | -88.0337792103362 |
219 | 689 | 754.870002474984 | -65.8700024749845 |
220 | 592 | 674.084683771477 | -82.0846837714774 |
221 | 995 | 929.424476053211 | 65.5755239467892 |
222 | 1613 | 1165.09275428618 | 447.907245713822 |
223 | 2048 | 1739.35785708895 | 308.642142911051 |
224 | 705 | 666.677889517462 | 38.3221104825376 |
225 | 301 | 415.544966899633 | -114.544966899633 |
226 | 1803 | 1644.00974785639 | 158.990252143607 |
227 | 799 | 822.809505607471 | -23.8095056074712 |
228 | 861 | 902.804884389247 | -41.8048843892468 |
229 | 1186 | 1030.17318968631 | 155.826810313691 |
230 | 1451 | 1138.9566402995 | 312.043359700501 |
231 | 628 | 578.597386037735 | 49.4026139622652 |
232 | 1161 | 969.145245295333 | 191.854754704667 |
233 | 1463 | 1304.2258261261 | 158.774173873901 |
234 | 742 | 754.537405579263 | -12.5374055792633 |
235 | 979 | 1009.5245668445 | -30.5245668444968 |
236 | 675 | 640.350436427107 | 34.6495635728933 |
237 | 1241 | 1242.11751258061 | -1.1175125806089 |
238 | 676 | 668.564780470262 | 7.43521952973773 |
239 | 1049 | 1101.31124795007 | -52.3112479500738 |
240 | 620 | 658.304262103301 | -38.3042621033008 |
241 | 1081 | 988.157824591459 | 92.8421754085411 |
242 | 1688 | 1135.83110822051 | 552.168891779494 |
243 | 736 | 664.555941636677 | 71.4440583633229 |
244 | 617 | 668.682299852852 | -51.6822998528515 |
245 | 812 | 867.199769744072 | -55.1997697440716 |
246 | 1051 | 1066.54403184648 | -15.5440318464841 |
247 | 1656 | 1371.66364859125 | 284.336351408752 |
248 | 705 | 769.035143168115 | -64.0351431681151 |
249 | 945 | 1004.36871389678 | -59.3687138967758 |
250 | 554 | 640.90352510537 | -86.9035251053699 |
251 | 1597 | 1540.51628728104 | 56.4837127189633 |
252 | 982 | 993.198428797722 | -11.1984287977219 |
253 | 222 | 319.281460905987 | -97.2814609059873 |
254 | 1212 | 1165.10449681164 | 46.8955031883634 |
255 | 1143 | 1197.40769663095 | -54.407696630949 |
256 | 435 | 521.117696891226 | -86.1176968912258 |
257 | 532 | 573.184420521688 | -41.184420521688 |
258 | 882 | 941.637734602197 | -59.6377346021975 |
259 | 608 | 598.936595853738 | 9.0634041462616 |
260 | 459 | 437.896952426207 | 21.1030475737931 |
261 | 578 | 616.683786314381 | -38.6837863143811 |
262 | 826 | 810.463457752103 | 15.536542247897 |
263 | 509 | 463.868723222561 | 45.1312767774386 |
264 | 717 | 686.614221772677 | 30.3857782273236 |
265 | 637 | 655.8909757232 | -18.8909757231997 |
266 | 857 | 866.425870630516 | -9.42587063051556 |
267 | 830 | 830.409733954907 | -0.409733954906682 |
268 | 652 | 749.107051429087 | -97.1070514290874 |
269 | 707 | 847.372952321779 | -140.372952321779 |
270 | 954 | 1001.26203701935 | -47.2620370193467 |
271 | 1461 | 1241.59671065134 | 219.403289348656 |
272 | 672 | 750.165068717798 | -78.1650687177981 |
273 | 778 | 829.555629565477 | -51.5556295654773 |
274 | 1141 | 1100.61669023311 | 40.3833097668901 |
275 | 680 | 629.261957858487 | 50.7380421415128 |
276 | 1090 | 1006.99075263111 | 83.0092473688897 |
277 | 616 | 559.291922905585 | 56.7080770944145 |
278 | 285 | 344.888044739124 | -59.8880447391237 |
279 | 1145 | 1047.10498044678 | 97.8950195532247 |
280 | 733 | 818.944246522486 | -85.9442465224859 |
281 | 888 | 936.929113376482 | -48.9291133764818 |
282 | 849 | 870.774008296892 | -21.7740082968919 |
283 | 1182 | 1191.53418238249 | -9.53418238249315 |
284 | 528 | 589.620174641995 | -61.6201746419947 |
285 | 642 | 726.856345620296 | -84.8563456202959 |
286 | 947 | 586.014930983696 | 360.985069016304 |
287 | 819 | 724.201806268421 | 94.7981937315791 |
288 | 757 | 656.159465658391 | 100.840534341609 |
289 | 894 | 926.62354743789 | -32.6235474378903 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.0604111032172454 | 0.120822206434491 | 0.939588896782755 |
11 | 0.109705528164358 | 0.219411056328716 | 0.890294471835642 |
12 | 0.0581687003602927 | 0.116337400720585 | 0.941831299639707 |
13 | 0.09075763375519 | 0.18151526751038 | 0.90924236624481 |
14 | 0.0512260289546017 | 0.102452057909203 | 0.948773971045398 |
15 | 0.0259885059413762 | 0.0519770118827524 | 0.974011494058624 |
16 | 0.0156675924998579 | 0.0313351849997157 | 0.984332407500142 |
17 | 0.881679935473176 | 0.236640129053648 | 0.118320064526824 |
18 | 0.835611284067399 | 0.328777431865202 | 0.164388715932601 |
19 | 0.781688069255284 | 0.436623861489432 | 0.218311930744716 |
20 | 0.731154047374547 | 0.537691905250905 | 0.268845952625453 |
21 | 0.733365844084595 | 0.533268311830809 | 0.266634155915405 |
22 | 0.667866223709053 | 0.664267552581894 | 0.332133776290947 |
23 | 0.632955572830354 | 0.734088854339293 | 0.367044427169647 |
24 | 0.581573983706394 | 0.836852032587212 | 0.418426016293606 |
25 | 0.538767339629655 | 0.92246532074069 | 0.461232660370345 |
26 | 0.482755950202646 | 0.965511900405293 | 0.517244049797354 |
27 | 0.471642374478615 | 0.943284748957231 | 0.528357625521385 |
28 | 0.460706410910161 | 0.921412821820323 | 0.539293589089838 |
29 | 0.398431419172674 | 0.796862838345347 | 0.601568580827326 |
30 | 0.339926995678421 | 0.679853991356843 | 0.660073004321579 |
31 | 0.344999925187672 | 0.689999850375345 | 0.655000074812328 |
32 | 0.314199963812808 | 0.628399927625617 | 0.685800036187192 |
33 | 0.262227084543197 | 0.524454169086393 | 0.737772915456803 |
34 | 0.259146737886803 | 0.518293475773607 | 0.740853262113196 |
35 | 0.22075225501504 | 0.441504510030079 | 0.779247744984961 |
36 | 0.1838893151757 | 0.367778630351399 | 0.8161106848243 |
37 | 0.180538296677433 | 0.361076593354866 | 0.819461703322567 |
38 | 0.159433822147614 | 0.318867644295227 | 0.840566177852386 |
39 | 0.255925358187365 | 0.51185071637473 | 0.744074641812635 |
40 | 0.22312009497166 | 0.44624018994332 | 0.77687990502834 |
41 | 0.194011440845482 | 0.388022881690963 | 0.805988559154518 |
42 | 0.1749865613425 | 0.349973122685 | 0.8250134386575 |
43 | 0.323900562010623 | 0.647801124021245 | 0.676099437989377 |
44 | 0.386214297702132 | 0.772428595404264 | 0.613785702297868 |
45 | 0.376424856143173 | 0.752849712286346 | 0.623575143856827 |
46 | 0.386998060630521 | 0.773996121261042 | 0.613001939369479 |
47 | 0.661210235105959 | 0.677579529788082 | 0.338789764894041 |
48 | 0.640754991219489 | 0.718490017561022 | 0.359245008780511 |
49 | 0.613234817178246 | 0.773530365643509 | 0.386765182821754 |
50 | 0.582241638672294 | 0.835516722655412 | 0.417758361327706 |
51 | 0.779574502234368 | 0.440850995531265 | 0.220425497765632 |
52 | 0.749583792186677 | 0.500832415626646 | 0.250416207813323 |
53 | 0.738858203351738 | 0.522283593296525 | 0.261141796648262 |
54 | 0.887913635206918 | 0.224172729586164 | 0.112086364793082 |
55 | 0.901241164948526 | 0.197517670102949 | 0.0987588350514744 |
56 | 0.886411323846756 | 0.227177352306487 | 0.113588676153244 |
57 | 0.868642828688691 | 0.262714342622618 | 0.131357171311309 |
58 | 0.866751206207875 | 0.26649758758425 | 0.133248793792125 |
59 | 0.842434805937547 | 0.315130388124906 | 0.157565194062453 |
60 | 0.81941512093923 | 0.36116975812154 | 0.18058487906077 |
61 | 0.801676682884743 | 0.396646634230514 | 0.198323317115257 |
62 | 0.873285966526102 | 0.253428066947796 | 0.126714033473898 |
63 | 0.99999999995109 | 9.78194327122066e-11 | 4.89097163561033e-11 |
64 | 0.999999999908705 | 1.82589577305752e-10 | 9.1294788652876e-11 |
65 | 0.99999999996524 | 6.95209281649662e-11 | 3.47604640824831e-11 |
66 | 0.999999999976626 | 4.67472577677183e-11 | 2.33736288838592e-11 |
67 | 0.999999999967933 | 6.41335481494944e-11 | 3.20667740747472e-11 |
68 | 0.999999999991057 | 1.7885209027117e-11 | 8.94260451355848e-12 |
69 | 0.999999999984827 | 3.03460877646267e-11 | 1.51730438823134e-11 |
70 | 0.999999999974857 | 5.02861141691184e-11 | 2.51430570845592e-11 |
71 | 0.99999999995707 | 8.58602769324862e-11 | 4.29301384662431e-11 |
72 | 0.999999999967004 | 6.59913502788062e-11 | 3.29956751394031e-11 |
73 | 0.99999999995679 | 8.64193313906291e-11 | 4.32096656953145e-11 |
74 | 0.999999999940404 | 1.19191239373287e-10 | 5.95956196866436e-11 |
75 | 0.999999999976001 | 4.79988510620819e-11 | 2.39994255310409e-11 |
76 | 0.999999999964795 | 7.04089243854118e-11 | 3.52044621927059e-11 |
77 | 0.99999999996125 | 7.75005582488852e-11 | 3.87502791244426e-11 |
78 | 0.999999999938567 | 1.22866633829834e-10 | 6.14333169149171e-11 |
79 | 0.999999999933967 | 1.32065927154526e-10 | 6.60329635772631e-11 |
80 | 0.999999999896821 | 2.06358093929751e-10 | 1.03179046964876e-10 |
81 | 0.999999999968883 | 6.22332978881273e-11 | 3.11166489440637e-11 |
82 | 0.999999999944101 | 1.11798771318245e-10 | 5.58993856591225e-11 |
83 | 0.999999999997573 | 4.85428192946517e-12 | 2.42714096473258e-12 |
84 | 0.999999999997531 | 4.93800891430666e-12 | 2.46900445715333e-12 |
85 | 0.999999999996593 | 6.81474663461781e-12 | 3.40737331730891e-12 |
86 | 0.999999999994218 | 1.156378155616e-11 | 5.78189077808001e-12 |
87 | 0.999999999990723 | 1.85536470094047e-11 | 9.27682350470237e-12 |
88 | 0.999999999983795 | 3.24103794979225e-11 | 1.62051897489613e-11 |
89 | 0.999999999987673 | 2.46534612154433e-11 | 1.23267306077216e-11 |
90 | 0.999999999996488 | 7.02391759814666e-12 | 3.51195879907333e-12 |
91 | 0.999999999996196 | 7.60726631031674e-12 | 3.80363315515837e-12 |
92 | 0.999999999998154 | 3.6914131600741e-12 | 1.84570658003705e-12 |
93 | 0.999999999999125 | 1.74909174900487e-12 | 8.74545874502435e-13 |
94 | 0.999999999998407 | 3.18567487420395e-12 | 1.59283743710197e-12 |
95 | 0.999999999997573 | 4.85454183263077e-12 | 2.42727091631538e-12 |
96 | 0.999999999998108 | 3.78429753914547e-12 | 1.89214876957273e-12 |
97 | 0.9999999999965 | 6.99939371622826e-12 | 3.49969685811413e-12 |
98 | 0.999999999998074 | 3.85231924386242e-12 | 1.92615962193121e-12 |
99 | 0.999999999997257 | 5.48541645408359e-12 | 2.7427082270418e-12 |
100 | 0.999999999995087 | 9.82568939880756e-12 | 4.91284469940378e-12 |
101 | 0.999999999992316 | 1.53686376503524e-11 | 7.68431882517618e-12 |
102 | 0.999999999988309 | 2.33814142521889e-11 | 1.16907071260944e-11 |
103 | 0.999999999992845 | 1.43104523093568e-11 | 7.15522615467842e-12 |
104 | 0.999999999987852 | 2.42955064947555e-11 | 1.21477532473778e-11 |
105 | 0.9999999999824 | 3.51995763141528e-11 | 1.75997881570764e-11 |
106 | 0.999999999980644 | 3.87109760826056e-11 | 1.93554880413028e-11 |
107 | 0.999999999990884 | 1.82323547303798e-11 | 9.11617736518989e-12 |
108 | 0.999999999994984 | 1.00312595205625e-11 | 5.01562976028127e-12 |
109 | 0.999999999993276 | 1.34487986661977e-11 | 6.72439933309884e-12 |
110 | 0.999999999988344 | 2.33128352743823e-11 | 1.16564176371912e-11 |
111 | 0.999999999983971 | 3.20584705135151e-11 | 1.60292352567576e-11 |
112 | 0.999999999974664 | 5.06727317643507e-11 | 2.53363658821753e-11 |
113 | 0.999999999963076 | 7.38490181783053e-11 | 3.69245090891527e-11 |
114 | 0.999999999941561 | 1.16877579521819e-10 | 5.84387897609093e-11 |
115 | 0.999999999899012 | 2.01976974033299e-10 | 1.0098848701665e-10 |
116 | 0.999999999978079 | 4.3841850474907e-11 | 2.19209252374535e-11 |
117 | 0.999999999965652 | 6.86951813992629e-11 | 3.43475906996314e-11 |
118 | 0.999999999963585 | 7.28308736619316e-11 | 3.64154368309658e-11 |
119 | 0.999999999937266 | 1.25468478823129e-10 | 6.27342394115647e-11 |
120 | 0.999999999916819 | 1.66361470212333e-10 | 8.31807351061666e-11 |
121 | 0.99999999990593 | 1.88139953997878e-10 | 9.4069976998939e-11 |
122 | 0.999999999849615 | 3.00769169728293e-10 | 1.50384584864147e-10 |
123 | 0.999999999787998 | 4.24003889174723e-10 | 2.12001944587361e-10 |
124 | 0.999999999641246 | 7.17507218640464e-10 | 3.58753609320232e-10 |
125 | 0.999999999412868 | 1.17426434177952e-09 | 5.87132170889762e-10 |
126 | 0.999999999030008 | 1.93998487088079e-09 | 9.69992435440397e-10 |
127 | 0.999999998394422 | 3.2111557097315e-09 | 1.60557785486575e-09 |
128 | 0.999999998818172 | 2.36365579686381e-09 | 1.1818278984319e-09 |
129 | 0.999999998382178 | 3.23564313149561e-09 | 1.6178215657478e-09 |
130 | 0.999999997442045 | 5.11590911547123e-09 | 2.55795455773562e-09 |
131 | 0.9999999959973 | 8.0054007142793e-09 | 4.00270035713965e-09 |
132 | 0.999999993406031 | 1.31879384099863e-08 | 6.59396920499314e-09 |
133 | 0.999999992018309 | 1.59633810157983e-08 | 7.98169050789917e-09 |
134 | 0.999999998036863 | 3.92627444386614e-09 | 1.96313722193307e-09 |
135 | 0.999999996887977 | 6.2240451859894e-09 | 3.1120225929947e-09 |
136 | 0.999999997078173 | 5.84365460664527e-09 | 2.92182730332264e-09 |
137 | 0.999999995206491 | 9.58701737701226e-09 | 4.79350868850613e-09 |
138 | 0.999999995632857 | 8.73428639213126e-09 | 4.36714319606563e-09 |
139 | 0.999999992947636 | 1.41047271654334e-08 | 7.05236358271669e-09 |
140 | 0.999999991743729 | 1.65125421799107e-08 | 8.25627108995535e-09 |
141 | 0.999999986773162 | 2.64536752300097e-08 | 1.32268376150049e-08 |
142 | 0.999999993330787 | 1.33384266340416e-08 | 6.66921331702082e-09 |
143 | 0.99999999094646 | 1.81070792472945e-08 | 9.05353962364724e-09 |
144 | 0.99999998633596 | 2.73280798025369e-08 | 1.36640399012684e-08 |
145 | 0.999999977935995 | 4.41280091435407e-08 | 2.20640045717703e-08 |
146 | 0.999999978615562 | 4.27688760482375e-08 | 2.13844380241188e-08 |
147 | 0.999999970205982 | 5.95880361665586e-08 | 2.97940180832793e-08 |
148 | 0.999999951739527 | 9.65209465143614e-08 | 4.82604732571807e-08 |
149 | 0.999999967642959 | 6.4714082344955e-08 | 3.23570411724775e-08 |
150 | 0.999999952912873 | 9.41742535114068e-08 | 4.70871267557034e-08 |
151 | 0.999999947360134 | 1.05279732401814e-07 | 5.2639866200907e-08 |
152 | 0.999999934521124 | 1.3095775225507e-07 | 6.54788761275351e-08 |
153 | 0.999999944952722 | 1.10094555853775e-07 | 5.50472779268876e-08 |
154 | 0.99999999882741 | 2.34517963094083e-09 | 1.17258981547041e-09 |
155 | 0.999999998903021 | 2.19395810956897e-09 | 1.09697905478449e-09 |
156 | 0.999999998197905 | 3.60418988894913e-09 | 1.80209494447457e-09 |
157 | 0.999999999051371 | 1.89725774733408e-09 | 9.4862887366704e-10 |
158 | 0.999999999567358 | 8.65283211516178e-10 | 4.32641605758089e-10 |
159 | 0.999999999281229 | 1.43754206853399e-09 | 7.18771034266993e-10 |
160 | 0.999999998873312 | 2.25337628874443e-09 | 1.12668814437222e-09 |
161 | 0.999999999155615 | 1.688769934047e-09 | 8.44384967023499e-10 |
162 | 0.99999999930846 | 1.38307919378898e-09 | 6.9153959689449e-10 |
163 | 0.999999999096624 | 1.80675144434607e-09 | 9.03375722173035e-10 |
164 | 0.999999999788611 | 4.22777558779015e-10 | 2.11388779389508e-10 |
165 | 0.999999999669608 | 6.60783915406559e-10 | 3.3039195770328e-10 |
166 | 0.99999999967553 | 6.4893941476485e-10 | 3.24469707382425e-10 |
167 | 0.999999999784496 | 4.3100874676174e-10 | 2.1550437338087e-10 |
168 | 0.999999999651857 | 6.96286072257089e-10 | 3.48143036128545e-10 |
169 | 0.9999999994764 | 1.0471996935717e-09 | 5.23599846785851e-10 |
170 | 0.99999999922413 | 1.55173978946247e-09 | 7.75869894731236e-10 |
171 | 0.999999999561237 | 8.77526790625664e-10 | 4.38763395312832e-10 |
172 | 0.999999999318029 | 1.36394160400749e-09 | 6.81970802003744e-10 |
173 | 0.999999999398393 | 1.20321386878327e-09 | 6.01606934391635e-10 |
174 | 0.999999999036625 | 1.92675093323554e-09 | 9.63375466617771e-10 |
175 | 0.999999999917544 | 1.64912283871517e-10 | 8.24561419357584e-11 |
176 | 0.999999999904723 | 1.90553344827693e-10 | 9.52766724138464e-11 |
177 | 0.999999999892243 | 2.15514299893246e-10 | 1.07757149946623e-10 |
178 | 0.999999999804713 | 3.90574598172901e-10 | 1.9528729908645e-10 |
179 | 0.999999999791746 | 4.165086930381e-10 | 2.0825434651905e-10 |
180 | 0.999999999815745 | 3.68509254377799e-10 | 1.84254627188899e-10 |
181 | 0.999999999746656 | 5.06688936911906e-10 | 2.53344468455953e-10 |
182 | 0.999999999698706 | 6.02588217240927e-10 | 3.01294108620463e-10 |
183 | 0.999999999466981 | 1.06603802487217e-09 | 5.33019012436087e-10 |
184 | 0.999999999084376 | 1.83124852848564e-09 | 9.1562426424282e-10 |
185 | 0.999999999163457 | 1.67308655777995e-09 | 8.36543278889973e-10 |
186 | 0.999999998566967 | 2.86606578978159e-09 | 1.4330328948908e-09 |
187 | 0.999999998627141 | 2.74571709950572e-09 | 1.37285854975286e-09 |
188 | 0.999999997668665 | 4.66267049922602e-09 | 2.33133524961301e-09 |
189 | 0.999999997916132 | 4.16773549995005e-09 | 2.08386774997502e-09 |
190 | 0.999999997086109 | 5.82778215575224e-09 | 2.91389107787612e-09 |
191 | 0.999999995287485 | 9.42503104056212e-09 | 4.71251552028106e-09 |
192 | 0.999999995828568 | 8.34286354125728e-09 | 4.17143177062864e-09 |
193 | 0.999999992998518 | 1.40029644711709e-08 | 7.00148223558547e-09 |
194 | 0.999999991888201 | 1.62235977034595e-08 | 8.11179885172976e-09 |
195 | 0.999999990919189 | 1.81616222503344e-08 | 9.08081112516718e-09 |
196 | 0.999999984671033 | 3.06579330774302e-08 | 1.53289665387151e-08 |
197 | 0.999999979277536 | 4.14449285844301e-08 | 2.0722464292215e-08 |
198 | 0.999999969536221 | 6.09275574420474e-08 | 3.04637787210237e-08 |
199 | 0.999999951815704 | 9.63685910717728e-08 | 4.81842955358864e-08 |
200 | 0.999999921862894 | 1.56274212250662e-07 | 7.8137106125331e-08 |
201 | 0.999999872484527 | 2.55030946670386e-07 | 1.27515473335193e-07 |
202 | 0.999999822549539 | 3.54900922122978e-07 | 1.77450461061489e-07 |
203 | 0.999999738837048 | 5.22325904120771e-07 | 2.61162952060386e-07 |
204 | 0.999999565407397 | 8.69185205070786e-07 | 4.34592602535393e-07 |
205 | 0.99999958612588 | 8.27748240932587e-07 | 4.13874120466294e-07 |
206 | 0.999999299219875 | 1.40156025047404e-06 | 7.00780125237018e-07 |
207 | 0.999999430072847 | 1.13985430697582e-06 | 5.69927153487908e-07 |
208 | 0.999999536175236 | 9.27649528995575e-07 | 4.63824764497787e-07 |
209 | 0.999999259007334 | 1.48198533141156e-06 | 7.40992665705778e-07 |
210 | 0.999999247867083 | 1.50426583365394e-06 | 7.5213291682697e-07 |
211 | 0.999998761730322 | 2.47653935622036e-06 | 1.23826967811018e-06 |
212 | 0.999998904004494 | 2.19199101217234e-06 | 1.09599550608617e-06 |
213 | 0.999998260415953 | 3.4791680931794e-06 | 1.7395840465897e-06 |
214 | 0.999997402282413 | 5.19543517331542e-06 | 2.59771758665771e-06 |
215 | 0.999996082777628 | 7.8344447446279e-06 | 3.91722237231395e-06 |
216 | 0.999993578784826 | 1.28424303484867e-05 | 6.42121517424333e-06 |
217 | 0.9999895397256 | 2.09205488004643e-05 | 1.04602744002321e-05 |
218 | 0.999993617869518 | 1.27642609639704e-05 | 6.3821304819852e-06 |
219 | 0.999993765425912 | 1.24691481763455e-05 | 6.23457408817276e-06 |
220 | 0.999990838752782 | 1.83224944364937e-05 | 9.16124721824685e-06 |
221 | 0.999985274678188 | 2.9450643624213e-05 | 1.47253218121065e-05 |
222 | 0.99999522128169 | 9.55743661913166e-06 | 4.77871830956583e-06 |
223 | 0.999995504285481 | 8.99142903829333e-06 | 4.49571451914667e-06 |
224 | 0.999992440458067 | 1.51190838669533e-05 | 7.55954193347663e-06 |
225 | 0.999989841011395 | 2.03179772092691e-05 | 1.01589886046345e-05 |
226 | 0.999984285213148 | 3.14295737043876e-05 | 1.57147868521938e-05 |
227 | 0.999973817279611 | 5.23654407774782e-05 | 2.61827203887391e-05 |
228 | 0.999964063027634 | 7.18739447318278e-05 | 3.59369723659139e-05 |
229 | 0.99995633341459 | 8.73331708195341e-05 | 4.3666585409767e-05 |
230 | 0.999983313455097 | 3.33730898057259e-05 | 1.66865449028629e-05 |
231 | 0.999973344135983 | 5.33117280333934e-05 | 2.66558640166967e-05 |
232 | 0.999978485877053 | 4.30282458931842e-05 | 2.15141229465921e-05 |
233 | 0.999981104793644 | 3.77904127124964e-05 | 1.88952063562482e-05 |
234 | 0.999968002764663 | 6.39944706745673e-05 | 3.19972353372837e-05 |
235 | 0.999950183533242 | 9.96329335162334e-05 | 4.98164667581167e-05 |
236 | 0.999916802180683 | 0.000166395638634572 | 8.3197819317286e-05 |
237 | 0.999885187111113 | 0.000229625777773939 | 0.00011481288888697 |
238 | 0.999810933679911 | 0.000378132640177024 | 0.000189066320088512 |
239 | 0.999723702530063 | 0.000552594939874349 | 0.000276297469937174 |
240 | 0.999558629384181 | 0.000882741231638311 | 0.000441370615819156 |
241 | 0.999355049829633 | 0.00128990034073316 | 0.000644950170366579 |
242 | 0.999999589548808 | 8.20902384866102e-07 | 4.10451192433051e-07 |
243 | 0.999999223745283 | 1.55250943352585e-06 | 7.76254716762924e-07 |
244 | 0.99999878973048 | 2.42053903934529e-06 | 1.21026951967264e-06 |
245 | 0.999997935612366 | 4.1287752678234e-06 | 2.0643876339117e-06 |
246 | 0.99999607945375 | 7.84109249955136e-06 | 3.92054624977568e-06 |
247 | 0.999999727134781 | 5.4573043767658e-07 | 2.7286521883829e-07 |
248 | 0.999999490517407 | 1.01896518624766e-06 | 5.09482593123832e-07 |
249 | 0.999998888817976 | 2.22236404812302e-06 | 1.11118202406151e-06 |
250 | 0.999997660140674 | 4.67971865116249e-06 | 2.33985932558125e-06 |
251 | 0.999995476295666 | 9.04740866873868e-06 | 4.52370433436934e-06 |
252 | 0.999990867671091 | 1.82646578185837e-05 | 9.13232890929183e-06 |
253 | 0.999982050542245 | 3.58989155097858e-05 | 1.79494577548929e-05 |
254 | 0.999963421279562 | 7.31574408751754e-05 | 3.65787204375877e-05 |
255 | 0.999930800316432 | 0.000138399367135393 | 6.91996835676966e-05 |
256 | 0.999870511552128 | 0.000258976895744547 | 0.000129488447872273 |
257 | 0.999758877986248 | 0.000482244027503138 | 0.000241122013751569 |
258 | 0.999581149011129 | 0.000837701977742328 | 0.000418850988871164 |
259 | 0.999248210642691 | 0.0015035787146189 | 0.000751789357309449 |
260 | 0.998662066668433 | 0.00267586666313384 | 0.00133793333156692 |
261 | 0.998623246011354 | 0.00275350797729152 | 0.00137675398864576 |
262 | 0.997482622985237 | 0.00503475402952611 | 0.00251737701476306 |
263 | 0.996036673724113 | 0.00792665255177469 | 0.00396332627588735 |
264 | 0.993132768664962 | 0.0137344626700763 | 0.00686723133503813 |
265 | 0.988614452961892 | 0.0227710940762158 | 0.0113855470381079 |
266 | 0.98198562534397 | 0.0360287493120607 | 0.0180143746560304 |
267 | 0.970722957457763 | 0.0585540850844733 | 0.0292770425422367 |
268 | 0.961083156293568 | 0.077833687412863 | 0.0389168437064315 |
269 | 0.949611809958481 | 0.100776380083039 | 0.0503881900415194 |
270 | 0.943613606796849 | 0.112772786406302 | 0.0563863932031511 |
271 | 0.972190902702712 | 0.0556181945945767 | 0.0278090972972883 |
272 | 0.966414002196801 | 0.0671719956063984 | 0.0335859978031992 |
273 | 0.969273400465199 | 0.0614531990696017 | 0.0307265995348009 |
274 | 0.961433205512081 | 0.0771335889758388 | 0.0385667944879194 |
275 | 0.928769438322766 | 0.142461123354467 | 0.0712305616772336 |
276 | 0.970046423114363 | 0.0599071537712734 | 0.0299535768856367 |
277 | 0.935344007242281 | 0.129311985515439 | 0.0646559927577195 |
278 | 0.963701145729614 | 0.0725977085407721 | 0.036298854270386 |
279 | 0.898516426724072 | 0.202967146551857 | 0.101483573275928 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 201 | 0.744444444444444 | NOK |
5% type I error level | 205 | 0.759259259259259 | NOK |
10% type I error level | 214 | 0.792592592592593 | NOK |