Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 114.981294120751 + 0.0011439946736059time_in_rfc[t] + 3.13276423677842logins[t] + 1.79252607497066compendium_views_info[t] + 1.3016348415825`compendium_views_pr `[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) | 114.981294120751 | 25.969567 | 4.4275 | 1.5e-05 | 7e-06 |
time_in_rfc | 0.0011439946736059 | 0.000308 | 3.7085 | 0.000261 | 0.00013 |
logins | 3.13276423677842 | 0.471985 | 6.6374 | 0 | 0 |
compendium_views_info | 1.79252607497066 | 0.091404 | 19.611 | 0 | 0 |
`compendium_views_pr ` | 1.3016348415825 | 0.240737 | 5.4069 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.971880863701277 |
R-squared | 0.944552413228741 |
Adjusted R-squared | 0.943596420353374 |
F-TEST (value) | 988.032900210255 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 232 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 176.168853044329 |
Sum Squared Residuals | 7200227.8296454 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1346.96532386311 | 71.0346761368932 |
2 | 869 | 1032.78901553586 | -163.789015535856 |
3 | 1530 | 1553.17859274334 | -23.1785927433406 |
4 | 2172 | 2495.01664975416 | -323.016649754155 |
5 | 901 | 917.262281365409 | -16.262281365409 |
6 | 463 | 558.133260953585 | -95.1332609535853 |
7 | 3201 | 3726.17317052221 | -525.173170522212 |
8 | 371 | 461.974628907702 | -90.9746289077022 |
9 | 1192 | 1208.19781950984 | -16.1978195098384 |
10 | 1583 | 1685.15291530657 | -102.152915306569 |
11 | 1439 | 1397.80586698405 | 41.1941330159491 |
12 | 1764 | 1919.9294559031 | -155.929455903103 |
13 | 1495 | 1486.25329985357 | 8.74670014643186 |
14 | 1373 | 1448.34568315728 | -75.3456831572782 |
15 | 2187 | 2300.02592387613 | -113.025923876131 |
16 | 1491 | 1465.50204011249 | 25.4979598875134 |
17 | 4041 | 3683.63931912593 | 357.360680874071 |
18 | 1706 | 1698.23564053481 | 7.76435946518761 |
19 | 2152 | 2406.81868505547 | -254.818685055465 |
20 | 1036 | 1130.17987204042 | -94.1798720404228 |
21 | 1882 | 1611.85924924371 | 270.140750756293 |
22 | 1929 | 1798.87176533695 | 130.128234663047 |
23 | 2242 | 2581.95575259046 | -339.955752590464 |
24 | 1220 | 1180.78026298291 | 39.2197370170938 |
25 | 1289 | 1192.39538030217 | 96.604619697827 |
26 | 2515 | 2510.37982129078 | 4.62017870922132 |
27 | 2147 | 2145.60392986676 | 1.39607013323706 |
28 | 2352 | 2428.24228032441 | -76.2422803244096 |
29 | 1638 | 1586.75778847565 | 51.2422115243507 |
30 | 1222 | 1281.04850895823 | -59.0485089582254 |
31 | 1812 | 1880.95706222864 | -68.9570622286445 |
32 | 1677 | 1747.4214987272 | -70.4214987272034 |
33 | 1579 | 1558.01686744202 | 20.9831325579787 |
34 | 1731 | 1830.82627728118 | -99.8262772811825 |
35 | 807 | 825.34919906484 | -18.3491990648405 |
36 | 2452 | 2548.0059501587 | -96.0059501586959 |
37 | 829 | 817.039558494723 | 11.9604415052773 |
38 | 1940 | 2061.8797378188 | -121.879737818801 |
39 | 2662 | 2559.9471920226 | 102.052807977403 |
40 | 186 | 303.226052013309 | -117.226052013309 |
41 | 1499 | 1499.0180650169 | -0.0180650168990637 |
42 | 865 | 838.403500876172 | 26.5964991238279 |
43 | 1793 | 1533.08701207368 | 259.912987926319 |
44 | 2527 | 2586.23535373632 | -59.2353537363219 |
45 | 2747 | 2948.42207494424 | -201.422074944236 |
46 | 1324 | 1508.19219211317 | -184.192192113173 |
47 | 2702 | 2421.80244322075 | 280.197556779246 |
48 | 1383 | 1521.5100797642 | -138.510079764204 |
49 | 1179 | 1037.94922070975 | 141.050779290247 |
50 | 2099 | 2183.71322931269 | -84.7132293126867 |
51 | 4308 | 4763.69969684799 | -455.699696847992 |
52 | 918 | 1002.43096305611 | -84.4309630561102 |
53 | 1831 | 1615.6307294316 | 215.369270568398 |
54 | 3373 | 2961.35680016608 | 411.643199833922 |
55 | 1713 | 1821.89927115333 | -108.899271153329 |
56 | 1438 | 1366.73443142224 | 71.2655685777561 |
57 | 496 | 634.641960143867 | -138.641960143867 |
58 | 2253 | 2764.9529206705 | -511.952920670498 |
59 | 744 | 727.059596566653 | 16.9404034333468 |
60 | 1161 | 1336.05391173956 | -175.053911739561 |
61 | 2352 | 2192.00836881782 | 159.991631182184 |
62 | 2144 | 1722.02131688216 | 421.978683117845 |
63 | 4691 | 3566.61383812633 | 1124.38616187367 |
64 | 1112 | 1133.4798544621 | -21.479854462099 |
65 | 2694 | 2489.03592329053 | 204.964076709473 |
66 | 1973 | 2240.64005992001 | -267.640059920009 |
67 | 1769 | 1841.09915387937 | -72.0991538793655 |
68 | 3148 | 2807.37136235949 | 340.628637640506 |
69 | 2474 | 2495.43921634315 | -21.4392163431498 |
70 | 2084 | 2195.41959710787 | -111.419597107866 |
71 | 1954 | 1895.23119447849 | 58.7688055215088 |
72 | 1226 | 1485.12679848775 | -259.126798487749 |
73 | 1389 | 1232.71333929846 | 156.28666070154 |
74 | 1496 | 1487.92943365713 | 8.07056634286924 |
75 | 2269 | 2092.77770747202 | 176.222292527977 |
76 | 1833 | 1847.97126725383 | -14.9712672538255 |
77 | 1268 | 1307.26749322268 | -39.267493222679 |
78 | 1943 | 1732.98798986643 | 210.012010133568 |
79 | 893 | 1040.27515954157 | -147.275159541574 |
80 | 1762 | 1631.63690160321 | 130.363098396786 |
81 | 1403 | 1657.36058787738 | -254.360587877376 |
82 | 1425 | 1356.3577231926 | 68.6422768074028 |
83 | 1857 | 2187.07602408439 | -330.076024084387 |
84 | 1840 | 2020.39216549716 | -180.392165497156 |
85 | 1502 | 1421.56439929156 | 80.4356007084401 |
86 | 1441 | 1282.57464501709 | 158.425354982912 |
87 | 1420 | 1499.83654074445 | -79.8365407444547 |
88 | 1416 | 1344.30400690229 | 71.695993097712 |
89 | 2970 | 2723.80643809355 | 246.193561906445 |
90 | 1317 | 1676.93783244715 | -359.937832447154 |
91 | 1644 | 1475.21715320549 | 168.782846794506 |
92 | 870 | 1109.59477570387 | -239.594775703866 |
93 | 1654 | 1881.75937047358 | -227.759370473575 |
94 | 1054 | 1018.63547585181 | 35.3645241481851 |
95 | 937 | 863.656332907794 | 73.3436670922058 |
96 | 3004 | 3319.06247282748 | -315.062472827484 |
97 | 2008 | 2029.03731669655 | -21.0373166965482 |
98 | 2547 | 2274.12336585383 | 272.876634146166 |
99 | 1885 | 1805.23584065132 | 79.7641593486826 |
100 | 1626 | 1520.41919261796 | 105.580807382044 |
101 | 1468 | 1387.86877733056 | 80.1312226694418 |
102 | 2445 | 2286.54705657936 | 158.452943420643 |
103 | 1964 | 2142.51011390546 | -178.510113905456 |
104 | 1381 | 1350.8688445364 | 30.131155463602 |
105 | 1369 | 1377.57893972587 | -8.57893972587021 |
106 | 1659 | 1736.73619878748 | -77.7361987874847 |
107 | 2888 | 2587.60517539912 | 300.394824600885 |
108 | 1290 | 1040.98420443743 | 249.015795562572 |
109 | 2845 | 2890.1449541979 | -45.144954197901 |
110 | 1982 | 1935.88730466688 | 46.1126953331199 |
111 | 1904 | 1913.55688677625 | -9.55688677624979 |
112 | 1391 | 1631.01470890231 | -240.014708902309 |
113 | 602 | 647.930969103796 | -45.9309691037964 |
114 | 1743 | 1646.49594709208 | 96.5040529079161 |
115 | 1559 | 1739.19037611164 | -180.190376111644 |
116 | 2014 | 2186.18273997267 | -172.182739972667 |
117 | 2143 | 2140.98526339855 | 2.0147366014545 |
118 | 2146 | 2029.82421215103 | 116.175787848973 |
119 | 874 | 916.420013562187 | -42.420013562187 |
120 | 1590 | 1495.8042830308 | 94.1957169692009 |
121 | 1590 | 1449.65719540626 | 140.342804593737 |
122 | 1210 | 1301.2134342523 | -91.2134342522966 |
123 | 2072 | 2016.41599973839 | 55.5840002616072 |
124 | 1281 | 1272.56542943368 | 8.4345705663218 |
125 | 1401 | 1423.20382833894 | -22.2038283389381 |
126 | 834 | 792.823288231821 | 41.1767117681793 |
127 | 1105 | 1146.85924260813 | -41.8592426081347 |
128 | 1272 | 1028.06165096494 | 243.938349035065 |
129 | 1944 | 1781.48232980664 | 162.517670193364 |
130 | 391 | 460.313615431432 | -69.3136154314315 |
131 | 761 | 737.336459525845 | 23.6635404741551 |
132 | 1605 | 1585.90152650402 | 19.0984734959818 |
133 | 530 | 640.770355999381 | -110.770355999381 |
134 | 1988 | 1691.73170855773 | 296.268291442266 |
135 | 1386 | 1257.97584659714 | 128.024153402865 |
136 | 2395 | 2564.19563361843 | -169.195633618433 |
137 | 387 | 453.503262396186 | -66.5032623961857 |
138 | 1742 | 1817.80147405146 | -75.801474051465 |
139 | 620 | 587.509736811599 | 32.490263188401 |
140 | 449 | 597.582444805144 | -148.582444805144 |
141 | 800 | 846.087312041177 | -46.0873120411768 |
142 | 1684 | 1465.44184794827 | 218.558152051725 |
143 | 1050 | 1148.38574311302 | -98.3857431130229 |
144 | 2699 | 2608.01600244467 | 90.9839975553318 |
145 | 1606 | 1520.24979170411 | 85.7502082958869 |
146 | 1502 | 1281.80190710894 | 220.198092891055 |
147 | 1204 | 1239.68105580808 | -35.6810558080768 |
148 | 1138 | 1148.10566659849 | -10.1056665984892 |
149 | 568 | 827.634099082586 | -259.634099082586 |
150 | 1459 | 1437.00710588419 | 21.9928941158098 |
151 | 2158 | 2232.61975323522 | -74.6197532352153 |
152 | 1111 | 1240.19490658808 | -129.194906588082 |
153 | 1421 | 1305.87785466364 | 115.122145336364 |
154 | 2833 | 3106.28820917015 | -273.288209170151 |
155 | 1955 | 2043.64815632824 | -88.6481563282364 |
156 | 2922 | 2773.4146854138 | 148.585314586202 |
157 | 1002 | 1155.67559898873 | -153.675598988726 |
158 | 1060 | 1178.33495736839 | -118.334957368386 |
159 | 956 | 999.458699280432 | -43.4586992804322 |
160 | 2186 | 2606.46119519825 | -420.46119519825 |
161 | 3604 | 3426.57373141383 | 177.426268586167 |
162 | 1035 | 1035.32244259273 | -0.322442592734971 |
163 | 1417 | 1535.3380373786 | -118.338037378599 |
164 | 3261 | 3510.65456006093 | -249.654560060932 |
165 | 1587 | 1629.73410617869 | -42.7341061786859 |
166 | 1424 | 1435.67418745904 | -11.6741874590353 |
167 | 1701 | 1767.18625092584 | -66.186250925843 |
168 | 1249 | 1436.43634405919 | -187.436344059186 |
169 | 946 | 919.091064271652 | 26.9089357283481 |
170 | 1926 | 1897.21692906862 | 28.7830709313772 |
171 | 3352 | 3332.17662401331 | 19.8233759866946 |
172 | 1641 | 1624.98057523712 | 16.0194247628848 |
173 | 2035 | 1842.1631170043 | 192.836882995705 |
174 | 2312 | 2070.23236235219 | 241.767637647813 |
175 | 1369 | 1349.15748013629 | 19.8425198637127 |
176 | 1577 | 1657.24139276159 | -80.2413927615948 |
177 | 2201 | 2165.71442546999 | 35.2855745300151 |
178 | 961 | 967.057116897376 | -6.05711689737593 |
179 | 1900 | 1796.34402054771 | 103.655979452294 |
180 | 1254 | 1271.15373117515 | -17.1537311751459 |
181 | 1335 | 1267.35489553237 | 67.6451044676277 |
182 | 1597 | 1432.16797764296 | 164.832022357045 |
183 | 207 | 315.476646626965 | -108.476646626965 |
184 | 1645 | 1615.52515392571 | 29.4748460742864 |
185 | 2429 | 2344.14808285657 | 84.8519171434341 |
186 | 151 | 271.527662507761 | -120.527662507761 |
187 | 474 | 704.391067635249 | -230.391067635249 |
188 | 141 | 278.307993540129 | -137.307993540129 |
189 | 1639 | 1409.622819829 | 229.377180170996 |
190 | 872 | 849.962629783449 | 22.0373702165507 |
191 | 1318 | 1271.91398380717 | 46.0860161928314 |
192 | 1018 | 1223.5003223777 | -205.500322377698 |
193 | 1383 | 1264.4910616722 | 118.5089383278 |
194 | 1314 | 1117.56592163274 | 196.434078367263 |
195 | 1335 | 1359.20348272739 | -24.2034827273857 |
196 | 1403 | 1302.30449186892 | 100.695508131079 |
197 | 910 | 1029.09367844069 | -119.093678440688 |
198 | 616 | 680.831704703488 | -64.8317047034876 |
199 | 1407 | 1454.69992788561 | -47.6999278856061 |
200 | 771 | 801.626139758873 | -30.6261397588734 |
201 | 766 | 796.202704826178 | -30.2027048261779 |
202 | 473 | 510.777412130058 | -37.777412130058 |
203 | 1376 | 1451.78015126573 | -75.780151265731 |
204 | 1232 | 1241.44857360733 | -9.44857360733375 |
205 | 1521 | 1491.59335692104 | 29.4066430789624 |
206 | 572 | 594.43247916124 | -22.4324791612403 |
207 | 1059 | 907.945928378544 | 151.054071621456 |
208 | 1544 | 1673.27881174344 | -129.278811743443 |
209 | 1230 | 1257.16420139032 | -27.1642013903228 |
210 | 1206 | 1224.15010675388 | -18.1501067538793 |
211 | 1205 | 1118.0657717166 | 86.9342282834019 |
212 | 1255 | 1042.79246963091 | 212.207530369092 |
213 | 613 | 614.10997260465 | -1.10997260464971 |
214 | 721 | 821.326576100617 | -100.326576100617 |
215 | 1109 | 1033.02689325759 | 75.9731067424076 |
216 | 740 | 711.620107364637 | 28.3798926353634 |
217 | 1126 | 1124.81896292964 | 1.18103707035529 |
218 | 728 | 780.266370394023 | -52.2663703940226 |
219 | 689 | 709.81028327789 | -20.8102832778897 |
220 | 592 | 663.775349446227 | -71.7753494462274 |
221 | 995 | 930.139755892734 | 64.8602441072655 |
222 | 1613 | 1181.81090431475 | 431.189095685251 |
223 | 2048 | 1708.24339913645 | 339.756600863551 |
224 | 705 | 644.834384172927 | 60.1656158270733 |
225 | 301 | 406.553388803681 | -105.553388803681 |
226 | 1803 | 1718.7489886618 | 84.2510113381999 |
227 | 799 | 841.773862717058 | -42.7738627170577 |
228 | 861 | 922.800757063377 | -61.8007570633767 |
229 | 1186 | 1044.71591649979 | 141.284083500209 |
230 | 1451 | 1107.52818057695 | 343.471819423045 |
231 | 628 | 590.592063466781 | 37.4079365332191 |
232 | 1161 | 969.762594604901 | 191.237405395099 |
233 | 1463 | 1365.59315365853 | 97.4068463414653 |
234 | 742 | 728.881186603025 | 13.1188133969755 |
235 | 979 | 1063.31120709494 | -84.3112070949394 |
236 | 675 | 672.674554436364 | 2.32544556363645 |
237 | 1241 | 1267.12442621808 | -26.1244262180782 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.192351814721631 | 0.384703629443263 | 0.807648185278369 |
9 | 0.117230261494486 | 0.234460522988971 | 0.882769738505514 |
10 | 0.0820247961179627 | 0.164049592235925 | 0.917975203882037 |
11 | 0.0465236030770973 | 0.0930472061541945 | 0.953476396922903 |
12 | 0.02097882087409 | 0.04195764174818 | 0.97902117912591 |
13 | 0.0460550754943527 | 0.0921101509887054 | 0.953944924505647 |
14 | 0.030214740558911 | 0.060429481117822 | 0.969785259441089 |
15 | 0.0162115723498873 | 0.0324231446997745 | 0.983788427650113 |
16 | 0.0134222311977854 | 0.0268444623955707 | 0.986577768802215 |
17 | 0.508246048632112 | 0.983507902735777 | 0.491753951367889 |
18 | 0.452417554201285 | 0.904835108402571 | 0.547582445798715 |
19 | 0.611770899973549 | 0.776458200052901 | 0.388229100026451 |
20 | 0.537106088903245 | 0.92578782219351 | 0.462893911096755 |
21 | 0.683037570326049 | 0.633924859347902 | 0.316962429673951 |
22 | 0.676371006696608 | 0.647257986606785 | 0.323628993303392 |
23 | 0.757501459335824 | 0.484997081328353 | 0.242498540664176 |
24 | 0.723371335216635 | 0.553257329566729 | 0.276628664783365 |
25 | 0.705555442600013 | 0.588889114799974 | 0.294444557399987 |
26 | 0.664911020597803 | 0.670177958804394 | 0.335088979402197 |
27 | 0.605328523633175 | 0.78934295273365 | 0.394671476366825 |
28 | 0.553067349137138 | 0.893865301725725 | 0.446932650862862 |
29 | 0.494028431350183 | 0.988056862700366 | 0.505971568649817 |
30 | 0.434327162429867 | 0.868654324859734 | 0.565672837570133 |
31 | 0.378201779182433 | 0.756403558364866 | 0.621798220817567 |
32 | 0.324038674849966 | 0.648077349699933 | 0.675961325150034 |
33 | 0.275361007725641 | 0.550722015451282 | 0.724638992274359 |
34 | 0.239866447253822 | 0.479732894507644 | 0.760133552746178 |
35 | 0.197402766539746 | 0.394805533079491 | 0.802597233460254 |
36 | 0.164303934408394 | 0.328607868816789 | 0.835696065591606 |
37 | 0.131971968017838 | 0.263943936035675 | 0.868028031982162 |
38 | 0.107452522528011 | 0.214905045056023 | 0.892547477471989 |
39 | 0.101236049605125 | 0.20247209921025 | 0.898763950394875 |
40 | 0.0838834844417004 | 0.167766968883401 | 0.9161165155583 |
41 | 0.0647890578359621 | 0.129578115671924 | 0.935210942164038 |
42 | 0.0513127821788921 | 0.102625564357784 | 0.948687217821108 |
43 | 0.0606452819794724 | 0.121290563958945 | 0.939354718020528 |
44 | 0.0496596438371688 | 0.0993192876743376 | 0.950340356162831 |
45 | 0.0456191766081148 | 0.0912383532162297 | 0.954380823391885 |
46 | 0.0450734794875517 | 0.0901469589751035 | 0.954926520512448 |
47 | 0.0707219899316579 | 0.141443979863316 | 0.929278010068342 |
48 | 0.0647491544775695 | 0.129498308955139 | 0.935250845522431 |
49 | 0.0662058928051063 | 0.132411785610213 | 0.933794107194894 |
50 | 0.0532938883494732 | 0.106587776698946 | 0.946706111650527 |
51 | 0.123660343960642 | 0.247320687921284 | 0.876339656039358 |
52 | 0.106599503444408 | 0.213199006888817 | 0.893400496555592 |
53 | 0.13021279278445 | 0.2604255855689 | 0.86978720721555 |
54 | 0.432964275880829 | 0.865928551761658 | 0.567035724119171 |
55 | 0.393869382374401 | 0.787738764748801 | 0.606130617625599 |
56 | 0.356096136978238 | 0.712192273956475 | 0.643903863021762 |
57 | 0.338281127311949 | 0.676562254623898 | 0.661718872688051 |
58 | 0.734637836725792 | 0.530724326548417 | 0.265362163274208 |
59 | 0.698154808788196 | 0.603690382423608 | 0.301845191211804 |
60 | 0.692932609275048 | 0.614134781449904 | 0.307067390724952 |
61 | 0.697209808766438 | 0.605580382467124 | 0.302790191233562 |
62 | 0.864070157674511 | 0.271859684650979 | 0.135929842325489 |
63 | 0.999999741743306 | 5.16513387536133e-07 | 2.58256693768066e-07 |
64 | 0.999999567960473 | 8.6407905345657e-07 | 4.32039526728285e-07 |
65 | 0.999999595037161 | 8.09925678360037e-07 | 4.04962839180019e-07 |
66 | 0.99999976585396 | 4.68292079072876e-07 | 2.34146039536438e-07 |
67 | 0.999999633206674 | 7.33586653049408e-07 | 3.66793326524704e-07 |
68 | 0.999999901426845 | 1.97146310710561e-07 | 9.85731553552807e-08 |
69 | 0.999999834471096 | 3.31057807217466e-07 | 1.65528903608733e-07 |
70 | 0.99999976408411 | 4.7183178000841e-07 | 2.35915890004205e-07 |
71 | 0.999999632987665 | 7.34024669116103e-07 | 3.67012334558052e-07 |
72 | 0.9999997732777 | 4.5344459985542e-07 | 2.2672229992771e-07 |
73 | 0.999999748028568 | 5.03942864834997e-07 | 2.51971432417499e-07 |
74 | 0.999999586861696 | 8.26276608413605e-07 | 4.13138304206803e-07 |
75 | 0.999999594149061 | 8.1170187793616e-07 | 4.0585093896808e-07 |
76 | 0.999999335637627 | 1.3287247456636e-06 | 6.64362372831801e-07 |
77 | 0.999998935652415 | 2.12869517057477e-06 | 1.06434758528738e-06 |
78 | 0.99999914614737 | 1.7077052610485e-06 | 8.53852630524249e-07 |
79 | 0.999998950642012 | 2.09871597585528e-06 | 1.04935798792764e-06 |
80 | 0.999998718198036 | 2.56360392802456e-06 | 1.28180196401228e-06 |
81 | 0.999999204082613 | 1.59183477395704e-06 | 7.9591738697852e-07 |
82 | 0.999998824161415 | 2.35167716947308e-06 | 1.17583858473654e-06 |
83 | 0.999999649336433 | 7.01327133280237e-07 | 3.50663566640119e-07 |
84 | 0.999999640949956 | 7.1810008795268e-07 | 3.5905004397634e-07 |
85 | 0.999999485881179 | 1.02823764134467e-06 | 5.14118820672337e-07 |
86 | 0.999999455399214 | 1.08920157138062e-06 | 5.44600785690309e-07 |
87 | 0.99999919783182 | 1.60433635971909e-06 | 8.02168179859546e-07 |
88 | 0.99999883536605 | 2.32926790085784e-06 | 1.16463395042892e-06 |
89 | 0.999999222296206 | 1.55540758753415e-06 | 7.77703793767073e-07 |
90 | 0.999999822173604 | 3.55652791551046e-07 | 1.77826395775523e-07 |
91 | 0.999999827624403 | 3.44751193357006e-07 | 1.72375596678503e-07 |
92 | 0.999999887396485 | 2.25207029790758e-07 | 1.12603514895379e-07 |
93 | 0.999999941824371 | 1.16351258727326e-07 | 5.81756293636631e-08 |
94 | 0.999999906039743 | 1.87920514422416e-07 | 9.39602572112079e-08 |
95 | 0.999999863577123 | 2.72845753541493e-07 | 1.36422876770747e-07 |
96 | 0.999999982157983 | 3.56840343494587e-08 | 1.78420171747293e-08 |
97 | 0.999999969772655 | 6.04546889853434e-08 | 3.02273444926717e-08 |
98 | 0.999999988297336 | 2.34053269970131e-08 | 1.17026634985065e-08 |
99 | 0.999999982833844 | 3.43323115436884e-08 | 1.71661557718442e-08 |
100 | 0.999999976897457 | 4.6205086735639e-08 | 2.31025433678195e-08 |
101 | 0.999999965084282 | 6.98314363495701e-08 | 3.4915718174785e-08 |
102 | 0.999999961898131 | 7.62037378365522e-08 | 3.81018689182761e-08 |
103 | 0.999999971345894 | 5.73082110420076e-08 | 2.86541055210038e-08 |
104 | 0.99999995254389 | 9.49122206337248e-08 | 4.74561103168624e-08 |
105 | 0.999999920702354 | 1.58595291724834e-07 | 7.92976458624169e-08 |
106 | 0.999999878279868 | 2.4344026491216e-07 | 1.2172013245608e-07 |
107 | 0.9999999609225 | 7.81549995829452e-08 | 3.90774997914726e-08 |
108 | 0.999999979140441 | 4.17191170793018e-08 | 2.08595585396509e-08 |
109 | 0.999999965261501 | 6.94769985464612e-08 | 3.47384992732306e-08 |
110 | 0.999999947166242 | 1.05667516546378e-07 | 5.28337582731889e-08 |
111 | 0.999999912130823 | 1.75738353807226e-07 | 8.7869176903613e-08 |
112 | 0.999999932739858 | 1.34520284698045e-07 | 6.72601423490223e-08 |
113 | 0.99999989266222 | 2.1467556060088e-07 | 1.0733778030044e-07 |
114 | 0.999999851624368 | 2.96751264364837e-07 | 1.48375632182419e-07 |
115 | 0.999999839885717 | 3.20228565498296e-07 | 1.60114282749148e-07 |
116 | 0.99999987720201 | 2.45595980065637e-07 | 1.22797990032819e-07 |
117 | 0.999999797192514 | 4.05614972105268e-07 | 2.02807486052634e-07 |
118 | 0.999999723575358 | 5.52849284395409e-07 | 2.76424642197705e-07 |
119 | 0.999999550902755 | 8.98194489922189e-07 | 4.49097244961094e-07 |
120 | 0.99999934294956 | 1.3141008793969e-06 | 6.57050439698452e-07 |
121 | 0.99999923018299 | 1.5396340205629e-06 | 7.69817010281451e-07 |
122 | 0.999998869738191 | 2.26052361742317e-06 | 1.13026180871158e-06 |
123 | 0.999998400081556 | 3.19983688730383e-06 | 1.59991844365192e-06 |
124 | 0.999997468109852 | 5.06378029587991e-06 | 2.53189014793995e-06 |
125 | 0.999996019698036 | 7.96060392821392e-06 | 3.98030196410696e-06 |
126 | 0.999994073922501 | 1.18521549982524e-05 | 5.92607749912619e-06 |
127 | 0.999991065025881 | 1.7869948238488e-05 | 8.93497411924402e-06 |
128 | 0.999994451788311 | 1.10964233776728e-05 | 5.54821168883641e-06 |
129 | 0.999994997268458 | 1.00054630831453e-05 | 5.00273154157266e-06 |
130 | 0.999992565101833 | 1.48697963331673e-05 | 7.43489816658367e-06 |
131 | 0.999988648350492 | 2.27032990164726e-05 | 1.13516495082363e-05 |
132 | 0.999982913788593 | 3.41724228136132e-05 | 1.70862114068066e-05 |
133 | 0.99997732032703 | 4.53593459409261e-05 | 2.2679672970463e-05 |
134 | 0.999988833887215 | 2.23322255699209e-05 | 1.11661127849605e-05 |
135 | 0.999985876185118 | 2.82476297632107e-05 | 1.41238148816053e-05 |
136 | 0.999984967571508 | 3.00648569830339e-05 | 1.5032428491517e-05 |
137 | 0.99997777634532 | 4.44473093598511e-05 | 2.22236546799256e-05 |
138 | 0.999969588409712 | 6.08231805765979e-05 | 3.0411590288299e-05 |
139 | 0.999954637846061 | 9.07243078779245e-05 | 4.53621539389623e-05 |
140 | 0.999950006155401 | 9.99876891974938e-05 | 4.99938445987469e-05 |
141 | 0.999926379175933 | 0.000147241648133568 | 7.3620824066784e-05 |
142 | 0.999947258055285 | 0.000105483889429108 | 5.27419447145539e-05 |
143 | 0.999938968590238 | 0.000122062819523457 | 6.10314097617284e-05 |
144 | 0.999914259145472 | 0.000171481709055918 | 8.57408545279588e-05 |
145 | 0.999886127262439 | 0.0002277454751227 | 0.00011387273756135 |
146 | 0.999895481817782 | 0.000209036364436091 | 0.000104518182218045 |
147 | 0.999847489542057 | 0.000305020915885056 | 0.000152510457942528 |
148 | 0.999775914380009 | 0.000448171239982499 | 0.000224085619991249 |
149 | 0.999884540728995 | 0.000230918542009385 | 0.000115459271004692 |
150 | 0.999830120249819 | 0.000339759500362102 | 0.000169879750181051 |
151 | 0.99977670110115 | 0.000446597797699698 | 0.000223298898849849 |
152 | 0.999734214346151 | 0.000531571307697758 | 0.000265785653848879 |
153 | 0.999702186809996 | 0.00059562638000805 | 0.000297813190004025 |
154 | 0.999938990685853 | 0.000122018628294908 | 6.1009314147454e-05 |
155 | 0.999926804828101 | 0.000146390343797639 | 7.31951718988196e-05 |
156 | 0.999908233836038 | 0.000183532327923822 | 9.17661639619111e-05 |
157 | 0.999916717939701 | 0.000166564120597557 | 8.32820602987785e-05 |
158 | 0.999948628411183 | 0.000102743177633189 | 5.13715888165947e-05 |
159 | 0.999924361141264 | 0.000151277717472877 | 7.56388587364385e-05 |
160 | 0.999987100282585 | 2.57994348292416e-05 | 1.28997174146208e-05 |
161 | 0.999983462919002 | 3.30741619955569e-05 | 1.65370809977785e-05 |
162 | 0.999973988126712 | 5.20237465752087e-05 | 2.60118732876044e-05 |
163 | 0.99997472550768 | 5.05489846393205e-05 | 2.52744923196603e-05 |
164 | 0.999997139873901 | 5.72025219875091e-06 | 2.86012609937546e-06 |
165 | 0.99999597593935 | 8.04812129937493e-06 | 4.02406064968747e-06 |
166 | 0.999993409759283 | 1.31804814346486e-05 | 6.59024071732429e-06 |
167 | 0.999995423278227 | 9.15344354632268e-06 | 4.57672177316134e-06 |
168 | 0.999998597092544 | 2.80581491156168e-06 | 1.40290745578084e-06 |
169 | 0.99999757877658 | 4.84244683921966e-06 | 2.42122341960983e-06 |
170 | 0.999996001707594 | 7.9965848126594e-06 | 3.9982924063297e-06 |
171 | 0.999995824069718 | 8.35186056386997e-06 | 4.17593028193499e-06 |
172 | 0.999993108878966 | 1.37822420679035e-05 | 6.89112103395174e-06 |
173 | 0.999993459942226 | 1.30801155470207e-05 | 6.54005777351033e-06 |
174 | 0.999995561821323 | 8.87635735461697e-06 | 4.43817867730848e-06 |
175 | 0.999993246665143 | 1.35066697133729e-05 | 6.75333485668646e-06 |
176 | 0.999992082930354 | 1.58341392910803e-05 | 7.91706964554014e-06 |
177 | 0.99998691313788 | 2.61737242405728e-05 | 1.30868621202864e-05 |
178 | 0.999977916136499 | 4.41677270012452e-05 | 2.20838635006226e-05 |
179 | 0.999967111203561 | 6.57775928784101e-05 | 3.28887964392051e-05 |
180 | 0.99995318145096 | 9.36370980798779e-05 | 4.68185490399389e-05 |
181 | 0.999923890596347 | 0.000152218807306538 | 7.61094036532689e-05 |
182 | 0.999893486721398 | 0.00021302655720344 | 0.00010651327860172 |
183 | 0.999832832089099 | 0.000334335821801532 | 0.000167167910900766 |
184 | 0.999731430488346 | 0.000537139023308922 | 0.000268569511654461 |
185 | 0.99958864108713 | 0.000822717825739213 | 0.000411358912869606 |
186 | 0.999382003390121 | 0.00123599321975801 | 0.000617996609879005 |
187 | 0.999552292318794 | 0.00089541536241146 | 0.00044770768120573 |
188 | 0.999390474345351 | 0.00121905130929701 | 0.000609525654648505 |
189 | 0.999575715256846 | 0.000848569486308328 | 0.000424284743154164 |
190 | 0.999322691637563 | 0.00135461672487325 | 0.000677308362436624 |
191 | 0.999028301132174 | 0.00194339773565233 | 0.000971698867826164 |
192 | 0.999485699931226 | 0.00102860013754698 | 0.000514300068773488 |
193 | 0.999200772042494 | 0.00159845591501133 | 0.000799227957505664 |
194 | 0.998900302593193 | 0.00219939481361374 | 0.00109969740680687 |
195 | 0.998299236706514 | 0.00340152658697183 | 0.00170076329348591 |
196 | 0.997504262459877 | 0.00499147508024656 | 0.00249573754012328 |
197 | 0.997540967522397 | 0.00491806495520537 | 0.00245903247760269 |
198 | 0.996395987294309 | 0.00720802541138277 | 0.00360401270569139 |
199 | 0.996148015594897 | 0.00770396881020582 | 0.00385198440510291 |
200 | 0.99421588993043 | 0.0115682201391391 | 0.00578411006956954 |
201 | 0.99123301304224 | 0.0175339739155209 | 0.00876698695776047 |
202 | 0.987020416909543 | 0.0259591661809141 | 0.012979583090457 |
203 | 0.985795672698831 | 0.028408654602338 | 0.014204327301169 |
204 | 0.981206055408119 | 0.0375878891837622 | 0.0187939445918811 |
205 | 0.981971041821235 | 0.0360579163575296 | 0.0180289581787648 |
206 | 0.9736724525381 | 0.0526550949238009 | 0.0263275474619005 |
207 | 0.972804597981146 | 0.0543908040377088 | 0.0271954020188544 |
208 | 0.98705946567655 | 0.0258810686469007 | 0.0129405343234503 |
209 | 0.983032839842261 | 0.0339343203154783 | 0.0169671601577391 |
210 | 0.980290280349885 | 0.0394194393002296 | 0.0197097196501148 |
211 | 0.970476671275484 | 0.0590466574490321 | 0.0295233287245161 |
212 | 0.972943734519294 | 0.0541125309614113 | 0.0270562654807057 |
213 | 0.959314662361238 | 0.081370675277524 | 0.040685337638762 |
214 | 0.942610605473621 | 0.114778789052758 | 0.0573893945263792 |
215 | 0.917590028608308 | 0.164819942783384 | 0.0824099713916918 |
216 | 0.883753953039349 | 0.232492093921302 | 0.116246046960651 |
217 | 0.869399614231005 | 0.26120077153799 | 0.130600385768995 |
218 | 0.838311470722518 | 0.323377058554965 | 0.161688529277482 |
219 | 0.784287714459176 | 0.431424571081648 | 0.215712285540824 |
220 | 0.731015423024861 | 0.537969153950277 | 0.268984576975139 |
221 | 0.651880755591835 | 0.696238488816329 | 0.348119244408165 |
222 | 0.962140514760984 | 0.075718970478032 | 0.037859485239016 |
223 | 0.936701515823745 | 0.126596968352511 | 0.0632984841762555 |
224 | 0.904293652300415 | 0.191412695399169 | 0.0957063476995846 |
225 | 0.869615995312708 | 0.260768009374584 | 0.130384004687292 |
226 | 0.796639494213816 | 0.406721011572367 | 0.203360505786184 |
227 | 0.700201100911594 | 0.599597798176813 | 0.299798899088406 |
228 | 0.62613594972361 | 0.747728100552781 | 0.373864050276391 |
229 | 0.493030042618774 | 0.986060085237548 | 0.506969957381226 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 137 | 0.617117117117117 | NOK |
5% type I error level | 149 | 0.671171171171171 | NOK |
10% type I error level | 161 | 0.725225225225225 | NOK |