Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 280.950303346443 + 0.00648806727867017time_in_rfc[t] + 5.54855308918896logins[t] + 15.4754398776429shared_compendiums[t] + 5.56997710844098blogged_computations[t] + 11.5086219108892compendiums_reviewed[t] -4.60910872428504feedback_messages_p1[t] -0.000699768918447494totsize[t] -0.00218052148697789totrevisions[t] + 1.14168032074102tothyperlinks[t] -3.88631238951269totblogs[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) | 280.950303346443 | 44.600357 | 6.2993 | 0 | 0 |
time_in_rfc | 0.00648806727867017 | 0.000489 | 13.2746 | 0 | 0 |
logins | 5.54855308918896 | 0.74892 | 7.4087 | 0 | 0 |
shared_compendiums | 15.4754398776429 | 7.28565 | 2.1241 | 0.034545 | 0.017272 |
blogged_computations | 5.56997710844098 | 1.179028 | 4.7242 | 4e-06 | 2e-06 |
compendiums_reviewed | 11.5086219108892 | 9.334828 | 1.2329 | 0.218666 | 0.109333 |
feedback_messages_p1 | -4.60910872428504 | 2.494021 | -1.8481 | 0.065655 | 0.032828 |
totsize | -0.000699768918447494 | 0.000851 | -0.8223 | 0.411627 | 0.205813 |
totrevisions | -0.00218052148697789 | 0.004085 | -0.5337 | 0.593942 | 0.296971 |
tothyperlinks | 1.14168032074102 | 5.977503 | 0.191 | 0.848668 | 0.424334 |
totblogs | -3.88631238951269 | 6.186869 | -0.6282 | 0.530418 | 0.265209 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.918474945753003 |
R-squared | 0.843596225975981 |
Adjusted R-squared | 0.837970190939146 |
F-TEST (value) | 149.945071520658 |
F-TEST (DF numerator) | 10 |
F-TEST (DF denominator) | 278 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 296.340512024032 |
Sum Squared Residuals | 24413320.3405331 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1731.28441008964 | -313.284410089644 |
2 | 869 | 1207.31787125158 | -338.317871251582 |
3 | 1530 | 1652.11801013377 | -122.118010133775 |
4 | 2172 | 1881.24808800905 | 290.751911990954 |
5 | 901 | 1321.04928938199 | -420.049289381986 |
6 | 463 | 470.764005991142 | -7.76400599114154 |
7 | 3201 | 3267.71474294829 | -66.7147429482897 |
8 | 371 | 467.494104685843 | -96.4941046858429 |
9 | 1192 | 1224.82763570828 | -32.8276357082821 |
10 | 1583 | 1276.46558727527 | 306.534412724725 |
11 | 1439 | 1489.15707813946 | -50.1570781394601 |
12 | 1764 | 2078.13559561336 | -314.135595613359 |
13 | 1495 | 1923.98764139394 | -428.98764139394 |
14 | 1373 | 1467.44215645126 | -94.4421564512606 |
15 | 2187 | 2282.31935281842 | -95.3193528184221 |
16 | 1491 | 1810.35716195457 | -319.357161954567 |
17 | 4041 | 3339.74782052496 | 701.25217947504 |
18 | 1706 | 1949.8743384225 | -243.874338422498 |
19 | 2152 | 2414.26730831075 | -262.26730831075 |
20 | 1036 | 1228.93680341827 | -192.936803418275 |
21 | 1882 | 1986.07241400203 | -104.072414002028 |
22 | 1929 | 1867.15805004562 | 61.8419499543846 |
23 | 2242 | 2834.25405404963 | -592.254054049631 |
24 | 1220 | 1427.043877143 | -207.043877143 |
25 | 1289 | 1272.46393052728 | 16.5360694727214 |
26 | 2515 | 1978.52235884577 | 536.477641154227 |
27 | 2147 | 1831.83986919975 | 315.160130800252 |
28 | 2352 | 2306.3486069961 | 45.6513930039042 |
29 | 1638 | 2131.92387217905 | -493.923872179052 |
30 | 1222 | 1247.53819406632 | -25.5381940663243 |
31 | 1812 | 1961.79098709834 | -149.790987098336 |
32 | 1677 | 1852.34640221923 | -175.34640221923 |
33 | 1579 | 1406.7266173812 | 172.273382618799 |
34 | 1731 | 2309.02947381992 | -578.029473819921 |
35 | 807 | 978.319726382923 | -171.319726382923 |
36 | 2452 | 2463.84390855976 | -11.843908559759 |
37 | 829 | 1080.65133937497 | -251.651339374972 |
38 | 1940 | 1916.16837029326 | 23.831629706738 |
39 | 2662 | 2837.21478848821 | -175.214788488209 |
40 | 186 | 419.523451026794 | -233.523451026794 |
41 | 1499 | 1617.1373749371 | -118.137374937102 |
42 | 865 | 1124.51312749501 | -259.513127495005 |
43 | 1793 | 1347.75908194592 | 445.240918054083 |
44 | 2527 | 2734.91651623672 | -207.916516236721 |
45 | 2747 | 2576.80663846259 | 170.193361537407 |
46 | 1324 | 1487.12215707513 | -163.122157075132 |
47 | 2702 | 1961.98376397783 | 740.016236022165 |
48 | 1383 | 1582.66749135768 | -199.667491357681 |
49 | 1179 | 1106.85470641245 | 72.1452935875483 |
50 | 2099 | 1583.82493176903 | 515.175068230971 |
51 | 4308 | 3282.08971004196 | 1025.91028995804 |
52 | 918 | 990.822432509907 | -72.8224325099068 |
53 | 1831 | 1658.21087459635 | 172.789125403646 |
54 | 3373 | 2550.57078278665 | 822.429217213347 |
55 | 1713 | 1439.4753924337 | 273.524607566304 |
56 | 1438 | 1577.50643264451 | -139.506432644511 |
57 | 496 | 577.083574211033 | -81.0835742110332 |
58 | 2253 | 3708.8106182528 | -1455.8106182528 |
59 | 744 | 801.621074164431 | -57.621074164431 |
60 | 1161 | 1297.16098601629 | -136.160986016291 |
61 | 2352 | 1796.51295671618 | 555.487043283816 |
62 | 2144 | 2096.98142100228 | 47.018578997717 |
63 | 4691 | 3395.17537172296 | 1295.82462827704 |
64 | 1112 | 1161.5799251385 | -49.579925138498 |
65 | 2694 | 2154.32321028218 | 539.676789717821 |
66 | 1973 | 2439.5793791457 | -466.579379145702 |
67 | 1769 | 2174.24786397809 | -405.247863978086 |
68 | 3148 | 2974.70456910057 | 173.295430899434 |
69 | 2474 | 2234.64805518368 | 239.351944816319 |
70 | 2084 | 1865.57970636373 | 218.420293636273 |
71 | 1954 | 1870.3282416498 | 83.6717583501954 |
72 | 1226 | 1523.09768521557 | -297.097685215567 |
73 | 1389 | 1618.08028212635 | -229.080282126348 |
74 | 1496 | 1639.09506083548 | -143.095060835484 |
75 | 2269 | 2122.89765920048 | 146.102340799523 |
76 | 1833 | 1846.34017619221 | -13.3401761922146 |
77 | 1268 | 1643.71723643168 | -375.717236431678 |
78 | 1943 | 1791.59339241779 | 151.406607582209 |
79 | 893 | 920.435708580727 | -27.4357085807268 |
80 | 1762 | 1796.67971088839 | -34.6797108883902 |
81 | 1403 | 1460.70468729702 | -57.7046872970204 |
82 | 1425 | 1428.74442339286 | -3.74442339286489 |
83 | 1857 | 2501.3624731306 | -644.362473130601 |
84 | 1840 | 2169.43462705452 | -329.43462705452 |
85 | 1502 | 1929.58038501579 | -427.580385015788 |
86 | 1441 | 1480.47130989357 | -39.4713098935713 |
87 | 1420 | 1444.90085292672 | -24.9008529267203 |
88 | 1416 | 1247.62443062969 | 168.375569370313 |
89 | 2970 | 2998.30679325298 | -28.306793252983 |
90 | 1317 | 1511.39424623076 | -194.394246230758 |
91 | 1644 | 2071.44787345429 | -427.447873454294 |
92 | 870 | 965.929132584183 | -95.9291325841829 |
93 | 1654 | 1227.10496315098 | 426.895036849018 |
94 | 1054 | 1282.36157701432 | -228.361577014316 |
95 | 937 | 1200.00048957343 | -263.000489573431 |
96 | 3004 | 2825.06565443352 | 178.934345566481 |
97 | 2008 | 2249.89759354728 | -241.897593547278 |
98 | 2547 | 1742.22487986632 | 804.775120133682 |
99 | 1885 | 1965.51394877101 | -80.5139487710114 |
100 | 1626 | 1777.45674691524 | -151.456746915243 |
101 | 1468 | 1394.83367631134 | 73.1663236886562 |
102 | 2445 | 2078.41634734679 | 366.583652653209 |
103 | 1964 | 1943.44706000869 | 20.5529399913094 |
104 | 1381 | 1334.12039203067 | 46.8796079693294 |
105 | 1369 | 1475.77109022679 | -106.771090226787 |
106 | 1659 | 1974.65284772184 | -315.652847721839 |
107 | 2888 | 2618.00212746635 | 269.997872533653 |
108 | 1290 | 982.824411489081 | 307.175588510919 |
109 | 2845 | 2659.0435866861 | 185.956413313898 |
110 | 1982 | 2242.12729360703 | -260.127293607031 |
111 | 1904 | 1910.47441538656 | -6.47441538656178 |
112 | 1391 | 1866.84021172228 | -475.840211722276 |
113 | 602 | 483.950228440936 | 118.049771559064 |
114 | 1743 | 1727.02611639325 | 15.9738836067468 |
115 | 1559 | 1603.52332530423 | -44.5233253042328 |
116 | 2014 | 1825.54255731663 | 188.457442683369 |
117 | 2143 | 2418.59013211114 | -275.590132111143 |
118 | 2146 | 2088.1071544811 | 57.8928455189036 |
119 | 874 | 871.085331281332 | 2.91466871866779 |
120 | 1590 | 1302.57150618529 | 287.428493814714 |
121 | 1590 | 1394.6431021545 | 195.356897845498 |
122 | 1210 | 1123.75757774201 | 86.2424222579892 |
123 | 2072 | 1447.16117494528 | 624.838825054718 |
124 | 1281 | 1321.39615663159 | -40.396156631587 |
125 | 1401 | 1805.91022730919 | -404.910227309193 |
126 | 834 | 1047.9778017628 | -213.9778017628 |
127 | 1105 | 1243.34482397527 | -138.34482397527 |
128 | 1272 | 1058.05871896699 | 213.941281033006 |
129 | 1944 | 2295.91870829617 | -351.918708296171 |
130 | 391 | 532.080221721514 | -141.080221721514 |
131 | 761 | 744.772866751298 | 16.2271332487016 |
132 | 1605 | 1650.72510118962 | -45.7251011896237 |
133 | 530 | 890.546480012337 | -360.546480012337 |
134 | 1988 | 1223.83860663788 | 764.161393362122 |
135 | 1386 | 1295.29006123748 | 90.7099387625169 |
136 | 2395 | 2656.8620977505 | -261.862097750502 |
137 | 387 | 516.292982729394 | -129.292982729394 |
138 | 1742 | 1849.13874666912 | -107.138746669117 |
139 | 620 | 468.922566740273 | 151.077433259727 |
140 | 449 | 541.675294240135 | -92.6752942401349 |
141 | 800 | 769.302017134862 | 30.6979828651377 |
142 | 1684 | 1413.76883926751 | 270.231160732488 |
143 | 1050 | 937.258865736415 | 112.741134263585 |
144 | 2699 | 2410.3196252063 | 288.680374793705 |
145 | 1606 | 1633.62228514319 | -27.6222851431889 |
146 | 1502 | 1014.15975895044 | 487.840241049557 |
147 | 1204 | 1369.57517996304 | -165.57517996304 |
148 | 1138 | 875.388718818394 | 262.611281181606 |
149 | 568 | 720.108774443141 | -152.108774443141 |
150 | 1459 | 1296.52458564155 | 162.475414358452 |
151 | 2158 | 2227.53241446117 | -69.5324144611687 |
152 | 1111 | 1226.48555850913 | -115.485558509128 |
153 | 1421 | 1363.71371337487 | 57.2862866251283 |
154 | 2833 | 2742.17325259359 | 90.8267474064053 |
155 | 1955 | 2367.06472863541 | -412.064728635411 |
156 | 2922 | 2812.09671706999 | 109.903282930005 |
157 | 1002 | 1300.07176367202 | -298.071763672021 |
158 | 1060 | 920.748179053063 | 139.251820946937 |
159 | 956 | 875.668853251583 | 80.3311467484168 |
160 | 2186 | 3010.65662062917 | -824.656620629172 |
161 | 3604 | 3109.67749298526 | 494.32250701474 |
162 | 1035 | 953.992663220519 | 81.0073367794808 |
163 | 1417 | 1615.04400382663 | -198.044003826632 |
164 | 3261 | 2891.47468274979 | 369.525317250207 |
165 | 1587 | 1426.83774776621 | 160.16225223379 |
166 | 1424 | 1718.15251187621 | -294.152511876206 |
167 | 1701 | 1568.79271500237 | 132.207284997633 |
168 | 1249 | 1407.87629573903 | -158.876295739028 |
169 | 946 | 1339.78083745453 | -393.78083745453 |
170 | 1926 | 2249.03327723898 | -323.033277238981 |
171 | 3352 | 2827.49485378656 | 524.505146213439 |
172 | 1641 | 1715.08809155935 | -74.0880915593487 |
173 | 2035 | 1834.78637818995 | 200.213621810051 |
174 | 2312 | 2467.80571999937 | -155.805719999368 |
175 | 1369 | 1423.20501348117 | -54.2050134811709 |
176 | 1577 | 1242.01992306284 | 334.980076937156 |
177 | 2201 | 1810.79684920308 | 390.203150796923 |
178 | 961 | 993.742273756296 | -32.7422737562964 |
179 | 1900 | 2130.97628423417 | -230.976284234171 |
180 | 1254 | 1448.78403764035 | -194.784037640352 |
181 | 1335 | 1181.24644552884 | 153.753554471165 |
182 | 1597 | 1308.54947333746 | 288.450526662537 |
183 | 207 | 431.571829450927 | -224.571829450927 |
184 | 1645 | 1637.88787655243 | 7.11212344756674 |
185 | 2429 | 2497.78929123047 | -68.7892912304727 |
186 | 151 | 375.559922429303 | -224.559922429303 |
187 | 474 | 705.341589917018 | -231.341589917018 |
188 | 141 | 398.834357252435 | -257.834357252435 |
189 | 1639 | 1257.91903273142 | 381.080967268577 |
190 | 872 | 1059.09258526956 | -187.092585269559 |
191 | 1318 | 1470.38118851045 | -152.381188510452 |
192 | 1018 | 1039.10220182347 | -21.1022018234657 |
193 | 1383 | 1110.34784155012 | 272.652158449878 |
194 | 1314 | 781.174675420932 | 532.825324579068 |
195 | 1335 | 1297.4967838189 | 37.5032161811017 |
196 | 1403 | 1280.63065267438 | 122.369347325622 |
197 | 910 | 794.477099644301 | 115.522900355699 |
198 | 616 | 626.921465597646 | -10.9214655976461 |
199 | 1407 | 1110.65237099382 | 296.347629006177 |
200 | 771 | 766.915859443594 | 4.08414055640555 |
201 | 766 | 1001.36418007844 | -235.364180078438 |
202 | 473 | 649.912402519876 | -176.912402519876 |
203 | 1376 | 1488.39829048424 | -112.39829048424 |
204 | 1232 | 1208.89070323522 | 23.109296764778 |
205 | 1521 | 1008.7857227005 | 512.214277299503 |
206 | 572 | 592.354553194018 | -20.3545531940181 |
207 | 1059 | 1004.44313730009 | 54.5568626999144 |
208 | 1544 | 1660.97902342966 | -116.979023429655 |
209 | 1230 | 1360.96498951466 | -130.964989514659 |
210 | 1206 | 1270.3932274314 | -64.3932274314036 |
211 | 1205 | 1161.02855347995 | 43.9714465200528 |
212 | 1255 | 1248.93902107762 | 6.06097892238421 |
213 | 613 | 608.589515287978 | 4.4104847120218 |
214 | 721 | 1022.88956762432 | -301.88956762432 |
215 | 1109 | 743.93578500863 | 365.06421499137 |
216 | 740 | 623.604415634346 | 116.395584365654 |
217 | 1126 | 874.676553396822 | 251.323446603178 |
218 | 728 | 803.857972735256 | -75.8579727352565 |
219 | 689 | 829.417826579787 | -140.417826579787 |
220 | 592 | 817.78732271654 | -225.78732271654 |
221 | 995 | 860.477032299807 | 134.522967700193 |
222 | 1613 | 1147.59486022876 | 465.405139771238 |
223 | 2048 | 1223.78627994738 | 824.213720052624 |
224 | 705 | 714.390097318335 | -9.39009731833456 |
225 | 301 | 447.604489309518 | -146.604489309518 |
226 | 1803 | 1606.43264324209 | 196.567356757915 |
227 | 799 | 923.743210653009 | -124.743210653009 |
228 | 861 | 769.792385803922 | 91.207614196078 |
229 | 1186 | 978.777993980241 | 207.222006019759 |
230 | 1451 | 835.941447665612 | 615.058552334388 |
231 | 628 | 515.30842722057 | 112.69157277943 |
232 | 1161 | 998.69997726124 | 162.30002273876 |
233 | 1463 | 1026.33376758723 | 436.666232412773 |
234 | 742 | 652.498268099922 | 89.5017319000778 |
235 | 979 | 858.221107083182 | 120.778892916818 |
236 | 675 | 886.15410777411 | -211.15410777411 |
237 | 1241 | 1418.75894308594 | -177.758943085944 |
238 | 676 | 594.723497748943 | 81.2765022510566 |
239 | 1049 | 840.27309483209 | 208.72690516791 |
240 | 620 | 573.215138710788 | 46.7848612892125 |
241 | 1081 | 945.831024678024 | 135.168975321976 |
242 | 1688 | 1748.1284671397 | -60.1284671397 |
243 | 736 | 865.199176705079 | -129.199176705079 |
244 | 617 | 715.512571214511 | -98.5125712145105 |
245 | 812 | 818.016712616173 | -6.01671261617304 |
246 | 1051 | 898.686481695879 | 152.313518304121 |
247 | 1656 | 1269.92307159965 | 386.076928400352 |
248 | 705 | 954.091300775449 | -249.091300775449 |
249 | 945 | 1006.75831511752 | -61.7583151175242 |
250 | 554 | 586.615771714035 | -32.6157717140351 |
251 | 1597 | 1548.47817247936 | 48.5218275206384 |
252 | 982 | 1018.94006690752 | -36.9400669075174 |
253 | 222 | 499.357769185641 | -277.357769185641 |
254 | 1212 | 1133.65416711213 | 78.3458328878743 |
255 | 1143 | 1025.62469810655 | 117.375301893446 |
256 | 435 | 583.025947832852 | -148.025947832852 |
257 | 532 | 572.428944945414 | -40.4289449454143 |
258 | 882 | 1060.92104210771 | -178.921042107711 |
259 | 608 | 846.738811506101 | -238.738811506101 |
260 | 459 | 672.803789158891 | -213.803789158891 |
261 | 578 | 488.872013051952 | 89.1279869480481 |
262 | 826 | 904.315029327428 | -78.3150293274281 |
263 | 509 | 628.066083571144 | -119.066083571144 |
264 | 717 | 734.111925813582 | -17.1119258135821 |
265 | 637 | 693.299257135955 | -56.299257135955 |
266 | 857 | 961.298097235568 | -104.298097235568 |
267 | 830 | 851.254365275236 | -21.2543652752357 |
268 | 652 | 898.086109369726 | -246.086109369726 |
269 | 707 | 1164.43704212504 | -457.437042125042 |
270 | 954 | 985.931174749532 | -31.9311747495318 |
271 | 1461 | 1152.4494597789 | 308.5505402211 |
272 | 672 | 802.783217818133 | -130.783217818133 |
273 | 778 | 699.991536588304 | 78.0084634116964 |
274 | 1141 | 1252.10376712368 | -111.103767123684 |
275 | 680 | 805.689811452357 | -125.689811452357 |
276 | 1090 | 1038.20108036413 | 51.7989196358674 |
277 | 616 | 692.828390604015 | -76.8283906040149 |
278 | 285 | 496.343155682733 | -211.343155682733 |
279 | 1145 | 1023.38375708408 | 121.61624291592 |
280 | 733 | 804.539322413611 | -71.5393224136113 |
281 | 888 | 809.625305480039 | 78.3746945199611 |
282 | 849 | 1029.96369526121 | -180.96369526121 |
283 | 1182 | 1066.17114739494 | 115.828852605058 |
284 | 528 | 650.433868297054 | -122.433868297054 |
285 | 642 | 750.581897618269 | -108.581897618269 |
286 | 947 | 619.237433606862 | 327.762566393138 |
287 | 819 | 731.767974217504 | 87.2320257824959 |
288 | 757 | 693.113152269394 | 63.8868477306057 |
289 | 894 | 735.335655067557 | 158.664344932443 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
14 | 0.372210790555136 | 0.744421581110272 | 0.627789209444864 |
15 | 0.371001348424244 | 0.742002696848489 | 0.628998651575756 |
16 | 0.238622616648879 | 0.477245233297758 | 0.761377383351121 |
17 | 0.434989556585413 | 0.869979113170827 | 0.565010443414587 |
18 | 0.342623113557104 | 0.685246227114208 | 0.657376886442896 |
19 | 0.535508352151099 | 0.928983295697801 | 0.464491647848901 |
20 | 0.474957129829343 | 0.949914259658686 | 0.525042870170657 |
21 | 0.436884234557992 | 0.873768469115983 | 0.563115765442008 |
22 | 0.375933206066518 | 0.751866412133036 | 0.624066793933482 |
23 | 0.333324663173872 | 0.666649326347744 | 0.666675336826128 |
24 | 0.263052036129186 | 0.526104072258372 | 0.736947963870814 |
25 | 0.200609234643412 | 0.401218469286825 | 0.799390765356588 |
26 | 0.20130743981484 | 0.402614879629679 | 0.79869256018516 |
27 | 0.163460976149338 | 0.326921952298675 | 0.836539023850662 |
28 | 0.139878029890496 | 0.279756059780991 | 0.860121970109504 |
29 | 0.318482489760088 | 0.636964979520175 | 0.681517510239912 |
30 | 0.274023854650715 | 0.548047709301431 | 0.725976145349285 |
31 | 0.220722210962699 | 0.441444421925399 | 0.779277789037301 |
32 | 0.237369565539385 | 0.47473913107877 | 0.762630434460615 |
33 | 0.330002536261151 | 0.660005072522302 | 0.669997463738849 |
34 | 0.469413650359861 | 0.938827300719722 | 0.530586349640139 |
35 | 0.410510116991241 | 0.821020233982481 | 0.589489883008759 |
36 | 0.352620613785937 | 0.705241227571874 | 0.647379386214063 |
37 | 0.307261496533894 | 0.614522993067789 | 0.692738503466106 |
38 | 0.323449461081936 | 0.646898922163872 | 0.676550538918064 |
39 | 0.277070512185423 | 0.554141024370845 | 0.722929487814577 |
40 | 0.234215851682204 | 0.468431703364409 | 0.765784148317796 |
41 | 0.193398212219176 | 0.386796424438351 | 0.806601787780824 |
42 | 0.160028033941443 | 0.320056067882887 | 0.839971966058557 |
43 | 0.201115705210591 | 0.402231410421181 | 0.798884294789409 |
44 | 0.233377758445004 | 0.466755516890008 | 0.766622241554996 |
45 | 0.302432836784462 | 0.604865673568925 | 0.697567163215538 |
46 | 0.26126725877681 | 0.52253451755362 | 0.73873274122319 |
47 | 0.453332143665837 | 0.906664287331675 | 0.546667856334163 |
48 | 0.41346448614964 | 0.82692897229928 | 0.58653551385036 |
49 | 0.391070522139264 | 0.782141044278529 | 0.608929477860736 |
50 | 0.421871856693415 | 0.84374371338683 | 0.578128143306585 |
51 | 0.796300236791932 | 0.407399526416137 | 0.203699763208069 |
52 | 0.763058569007234 | 0.473882861985533 | 0.236941430992766 |
53 | 0.753032443107039 | 0.493935113785923 | 0.246967556892961 |
54 | 0.87490250715192 | 0.250194985696161 | 0.12509749284808 |
55 | 0.898701853379031 | 0.202596293241938 | 0.101298146620969 |
56 | 0.880274526288089 | 0.239450947423821 | 0.119725473711911 |
57 | 0.856624611881382 | 0.286750776237237 | 0.143375388118618 |
58 | 0.99981798696125 | 0.000364026077500392 | 0.000182013038750196 |
59 | 0.99973118833225 | 0.000537623335499588 | 0.000268811667749794 |
60 | 0.999617541937002 | 0.000764916125996145 | 0.000382458062998073 |
61 | 0.99986690193921 | 0.000266196121580927 | 0.000133098060790464 |
62 | 0.999807014487055 | 0.000385971025889857 | 0.000192985512944928 |
63 | 0.999999708071819 | 5.83856362454586e-07 | 2.91928181227293e-07 |
64 | 0.999999512938636 | 9.74122728453037e-07 | 4.87061364226519e-07 |
65 | 0.999999963736415 | 7.25271693816697e-08 | 3.62635846908349e-08 |
66 | 0.999999980456108 | 3.90877847169972e-08 | 1.95438923584986e-08 |
67 | 0.999999983256977 | 3.34860454749909e-08 | 1.67430227374955e-08 |
68 | 0.999999972796724 | 5.44065509804289e-08 | 2.72032754902145e-08 |
69 | 0.999999965738668 | 6.85226631835256e-08 | 3.42613315917628e-08 |
70 | 0.999999979365701 | 4.12685983185533e-08 | 2.06342991592767e-08 |
71 | 0.999999972938002 | 5.41239953294191e-08 | 2.70619976647096e-08 |
72 | 0.999999968005981 | 6.39880375034877e-08 | 3.19940187517439e-08 |
73 | 0.999999956280334 | 8.7439332154598e-08 | 4.3719666077299e-08 |
74 | 0.999999943261858 | 1.13476283191697e-07 | 5.67381415958483e-08 |
75 | 0.999999932166303 | 1.3566739393519e-07 | 6.78336969675951e-08 |
76 | 0.999999896355519 | 2.07288962634975e-07 | 1.03644481317487e-07 |
77 | 0.999999947758358 | 1.04483284385513e-07 | 5.22416421927566e-08 |
78 | 0.999999941363862 | 1.17272275355143e-07 | 5.86361376775713e-08 |
79 | 0.999999913888401 | 1.72223198614459e-07 | 8.61115993072293e-08 |
80 | 0.999999871293819 | 2.57412362156732e-07 | 1.28706181078366e-07 |
81 | 0.999999794147422 | 4.1170515647617e-07 | 2.05852578238085e-07 |
82 | 0.999999669955112 | 6.60089775010154e-07 | 3.30044887505077e-07 |
83 | 0.999999949219027 | 1.01561946241859e-07 | 5.07809731209293e-08 |
84 | 0.999999954078455 | 9.18430906957247e-08 | 4.59215453478623e-08 |
85 | 0.999999981079986 | 3.78400275696795e-08 | 1.89200137848397e-08 |
86 | 0.999999969256354 | 6.14872913937912e-08 | 3.07436456968956e-08 |
87 | 0.999999949153044 | 1.01693912429877e-07 | 5.08469562149384e-08 |
88 | 0.99999993061324 | 1.38773519110317e-07 | 6.93867595551586e-08 |
89 | 0.999999887928849 | 2.24142301454118e-07 | 1.12071150727059e-07 |
90 | 0.999999856240353 | 2.87519293728556e-07 | 1.43759646864278e-07 |
91 | 0.999999903126831 | 1.93746338595534e-07 | 9.68731692977669e-08 |
92 | 0.99999984653539 | 3.06929220803724e-07 | 1.53464610401862e-07 |
93 | 0.999999909892125 | 1.80215749142544e-07 | 9.0107874571272e-08 |
94 | 0.999999898647873 | 2.02704253886036e-07 | 1.01352126943018e-07 |
95 | 0.999999883616265 | 2.32767469873526e-07 | 1.16383734936763e-07 |
96 | 0.999999857769272 | 2.84461456390866e-07 | 1.42230728195433e-07 |
97 | 0.999999822643823 | 3.54712354135966e-07 | 1.77356177067983e-07 |
98 | 0.999999990850541 | 1.82989171155875e-08 | 9.14945855779374e-09 |
99 | 0.999999985436689 | 2.91266210459714e-08 | 1.45633105229857e-08 |
100 | 0.999999978868439 | 4.22631217395331e-08 | 2.11315608697665e-08 |
101 | 0.999999968614255 | 6.27714908219044e-08 | 3.13857454109522e-08 |
102 | 0.999999974058742 | 5.18825150700594e-08 | 2.59412575350297e-08 |
103 | 0.999999958553057 | 8.2893886362348e-08 | 4.1446943181174e-08 |
104 | 0.999999933393572 | 1.3321285642873e-07 | 6.66064282143651e-08 |
105 | 0.999999900548086 | 1.98903828006647e-07 | 9.94519140033236e-08 |
106 | 0.999999908514816 | 1.82970368003028e-07 | 9.14851840015142e-08 |
107 | 0.999999886921096 | 2.26157807063364e-07 | 1.13078903531682e-07 |
108 | 0.99999989542355 | 2.09152900300961e-07 | 1.0457645015048e-07 |
109 | 0.999999854667513 | 2.90664974154017e-07 | 1.45332487077008e-07 |
110 | 0.999999864525368 | 2.70949264833245e-07 | 1.35474632416622e-07 |
111 | 0.999999785184514 | 4.29630972872479e-07 | 2.1481548643624e-07 |
112 | 0.999999889954867 | 2.20090266665291e-07 | 1.10045133332646e-07 |
113 | 0.999999842744281 | 3.14511437242501e-07 | 1.57255718621251e-07 |
114 | 0.999999752382976 | 4.9523404749996e-07 | 2.4761702374998e-07 |
115 | 0.999999633198563 | 7.33602873115244e-07 | 3.66801436557622e-07 |
116 | 0.999999519819498 | 9.60361003056913e-07 | 4.80180501528456e-07 |
117 | 0.999999469203946 | 1.06159210702161e-06 | 5.30796053510805e-07 |
118 | 0.999999211452363 | 1.57709527372288e-06 | 7.88547636861438e-07 |
119 | 0.999998797057843 | 2.40588431416007e-06 | 1.20294215708003e-06 |
120 | 0.999998962775225 | 2.07444954940593e-06 | 1.03722477470296e-06 |
121 | 0.999998700527994 | 2.59894401290437e-06 | 1.29947200645218e-06 |
122 | 0.99999819025628 | 3.61948743947622e-06 | 1.80974371973811e-06 |
123 | 0.999999529681697 | 9.40636605568649e-07 | 4.70318302784325e-07 |
124 | 0.999999271199713 | 1.45760057494413e-06 | 7.28800287472063e-07 |
125 | 0.999999598774344 | 8.02451311860686e-07 | 4.01225655930343e-07 |
126 | 0.999999538824482 | 9.22351036359001e-07 | 4.61175518179501e-07 |
127 | 0.999999359487913 | 1.28102417469305e-06 | 6.40512087346525e-07 |
128 | 0.999999196211595 | 1.60757680975082e-06 | 8.03788404875411e-07 |
129 | 0.999999325516983 | 1.34896603417368e-06 | 6.74483017086841e-07 |
130 | 0.999999031694712 | 1.93661057495541e-06 | 9.68305287477706e-07 |
131 | 0.999998540366736 | 2.91926652873997e-06 | 1.45963326436999e-06 |
132 | 0.999997805975379 | 4.38804924150196e-06 | 2.19402462075098e-06 |
133 | 0.999998289266289 | 3.42146742121028e-06 | 1.71073371060514e-06 |
134 | 0.999999901868897 | 1.96262205355384e-07 | 9.81311026776918e-08 |
135 | 0.999999903127919 | 1.93744161186029e-07 | 9.68720805930146e-08 |
136 | 0.999999922487144 | 1.55025711244915e-07 | 7.75128556224573e-08 |
137 | 0.999999885782165 | 2.28435670207244e-07 | 1.14217835103622e-07 |
138 | 0.999999854042861 | 2.91914278427876e-07 | 1.45957139213938e-07 |
139 | 0.999999805682312 | 3.8863537531936e-07 | 1.9431768765968e-07 |
140 | 0.999999709290021 | 5.81419957685066e-07 | 2.90709978842533e-07 |
141 | 0.999999550437153 | 8.99125693666552e-07 | 4.49562846833276e-07 |
142 | 0.999999525612846 | 9.4877430897214e-07 | 4.7438715448607e-07 |
143 | 0.999999304689619 | 1.39062076290974e-06 | 6.95310381454868e-07 |
144 | 0.999999432799864 | 1.13440027167367e-06 | 5.67200135836836e-07 |
145 | 0.999999317769556 | 1.36446088860034e-06 | 6.82230444300169e-07 |
146 | 0.999999787506255 | 4.24987489851061e-07 | 2.1249374492553e-07 |
147 | 0.999999848228157 | 3.03543685238843e-07 | 1.51771842619422e-07 |
148 | 0.999999806333058 | 3.87333883226935e-07 | 1.93666941613468e-07 |
149 | 0.999999717692728 | 5.64614544790392e-07 | 2.82307272395196e-07 |
150 | 0.999999589301255 | 8.21397489875519e-07 | 4.1069874493776e-07 |
151 | 0.999999404022252 | 1.19195549608077e-06 | 5.95977748040384e-07 |
152 | 0.999999134194227 | 1.7316115466482e-06 | 8.65805773324099e-07 |
153 | 0.999998730165399 | 2.53966920239965e-06 | 1.26983460119982e-06 |
154 | 0.999998176444649 | 3.6471107022451e-06 | 1.82355535112255e-06 |
155 | 0.999998929481902 | 2.14103619607571e-06 | 1.07051809803786e-06 |
156 | 0.999998385964418 | 3.22807116408933e-06 | 1.61403558204466e-06 |
157 | 0.999998864341439 | 2.27131712269011e-06 | 1.13565856134506e-06 |
158 | 0.999998334754007 | 3.33049198588898e-06 | 1.66524599294449e-06 |
159 | 0.999997478307371 | 5.04338525725808e-06 | 2.52169262862904e-06 |
160 | 0.999999945319374 | 1.09361252040382e-07 | 5.46806260201912e-08 |
161 | 0.999999960853003 | 7.82939935318991e-08 | 3.91469967659496e-08 |
162 | 0.999999975312919 | 4.93741629577578e-08 | 2.46870814788789e-08 |
163 | 0.999999965108934 | 6.97821324509771e-08 | 3.48910662254885e-08 |
164 | 0.99999998506817 | 2.98636603132445e-08 | 1.49318301566222e-08 |
165 | 0.999999976563133 | 4.68737339490199e-08 | 2.34368669745099e-08 |
166 | 0.999999972126898 | 5.57462042990269e-08 | 2.78731021495135e-08 |
167 | 0.9999999565591 | 8.68817998512883e-08 | 4.34408999256442e-08 |
168 | 0.999999955392141 | 8.92157179701351e-08 | 4.46078589850675e-08 |
169 | 0.999999971288878 | 5.74222446304103e-08 | 2.87111223152051e-08 |
170 | 0.999999977610024 | 4.47799515055713e-08 | 2.23899757527857e-08 |
171 | 0.999999982088739 | 3.58225227798326e-08 | 1.79112613899163e-08 |
172 | 0.999999974151914 | 5.16961724180151e-08 | 2.58480862090075e-08 |
173 | 0.999999966003873 | 6.79922531853782e-08 | 3.39961265926891e-08 |
174 | 0.99999998185812 | 3.62837599155048e-08 | 1.81418799577524e-08 |
175 | 0.999999990219636 | 1.95607283670248e-08 | 9.78036418351239e-09 |
176 | 0.999999997134756 | 5.7304877183527e-09 | 2.86524385917635e-09 |
177 | 0.99999999774059 | 4.51882026056679e-09 | 2.25941013028339e-09 |
178 | 0.999999996008475 | 7.98305046046202e-09 | 3.99152523023101e-09 |
179 | 0.999999998789478 | 2.42104463384816e-09 | 1.21052231692408e-09 |
180 | 0.999999998079369 | 3.84126275643739e-09 | 1.92063137821869e-09 |
181 | 0.999999996721466 | 6.55706819057575e-09 | 3.27853409528787e-09 |
182 | 0.999999995415444 | 9.16911217367906e-09 | 4.58455608683953e-09 |
183 | 0.999999992858092 | 1.42838168160574e-08 | 7.14190840802872e-09 |
184 | 0.99999998907434 | 2.1851319463289e-08 | 1.09256597316445e-08 |
185 | 0.999999995785843 | 8.42831331658508e-09 | 4.21415665829254e-09 |
186 | 0.999999993100333 | 1.37993329165757e-08 | 6.89966645828786e-09 |
187 | 0.99999998878751 | 2.24249796451716e-08 | 1.12124898225858e-08 |
188 | 0.999999982119583 | 3.57608345782816e-08 | 1.78804172891408e-08 |
189 | 0.999999990409982 | 1.91800369322795e-08 | 9.59001846613975e-09 |
190 | 0.999999992744973 | 1.45100548888113e-08 | 7.25502744440563e-09 |
191 | 0.999999992199163 | 1.56016731421838e-08 | 7.8008365710919e-09 |
192 | 0.999999987016331 | 2.59673383531883e-08 | 1.29836691765942e-08 |
193 | 0.999999984867086 | 3.0265828218469e-08 | 1.51329141092345e-08 |
194 | 0.999999993625837 | 1.27483264750655e-08 | 6.37416323753276e-09 |
195 | 0.999999988502703 | 2.29945945618081e-08 | 1.1497297280904e-08 |
196 | 0.999999979980917 | 4.003816518059e-08 | 2.0019082590295e-08 |
197 | 0.999999972377594 | 5.52448115962078e-08 | 2.76224057981039e-08 |
198 | 0.999999959806022 | 8.03879569613284e-08 | 4.01939784806642e-08 |
199 | 0.999999940233205 | 1.19533589824384e-07 | 5.97667949121921e-08 |
200 | 0.999999933418417 | 1.33163166540227e-07 | 6.65815832701136e-08 |
201 | 0.999999944648464 | 1.10703072558025e-07 | 5.53515362790126e-08 |
202 | 0.999999930788738 | 1.38422524393837e-07 | 6.92112621969183e-08 |
203 | 0.999999881233822 | 2.37532356195469e-07 | 1.18766178097735e-07 |
204 | 0.999999803596384 | 3.9280723117499e-07 | 1.96403615587495e-07 |
205 | 0.999999925400165 | 1.49199669313876e-07 | 7.45998346569379e-08 |
206 | 0.999999870631413 | 2.58737173105675e-07 | 1.29368586552838e-07 |
207 | 0.999999787450812 | 4.25098377007953e-07 | 2.12549188503976e-07 |
208 | 0.999999634510402 | 7.30979196815818e-07 | 3.65489598407909e-07 |
209 | 0.999999425682721 | 1.14863455797921e-06 | 5.74317278989607e-07 |
210 | 0.999999202026187 | 1.59594762521292e-06 | 7.97973812606459e-07 |
211 | 0.999998722108311 | 2.55578337897479e-06 | 1.2778916894874e-06 |
212 | 0.999997826973474 | 4.34605305197409e-06 | 2.17302652598704e-06 |
213 | 0.999996322135577 | 7.35572884515727e-06 | 3.67786442257863e-06 |
214 | 0.999996334308481 | 7.33138303713656e-06 | 3.66569151856828e-06 |
215 | 0.99999479926806 | 1.04014638803676e-05 | 5.20073194018378e-06 |
216 | 0.999991583066585 | 1.6833866829611e-05 | 8.41693341480549e-06 |
217 | 0.999991919872143 | 1.61602557142707e-05 | 8.08012785713537e-06 |
218 | 0.999992531802365 | 1.49363952701019e-05 | 7.46819763505095e-06 |
219 | 0.99999298619326 | 1.40276134789553e-05 | 7.01380673947763e-06 |
220 | 0.999989971336255 | 2.00573274905417e-05 | 1.00286637452708e-05 |
221 | 0.999984313639912 | 3.13727201761051e-05 | 1.56863600880525e-05 |
222 | 0.999982270279157 | 3.54594416867841e-05 | 1.77297208433921e-05 |
223 | 0.99999970875741 | 5.82485179882741e-07 | 2.91242589941371e-07 |
224 | 0.99999945565333 | 1.08869334065655e-06 | 5.44346670328276e-07 |
225 | 0.999999241348943 | 1.51730211394837e-06 | 7.58651056974183e-07 |
226 | 0.999999073773953 | 1.85245209382329e-06 | 9.26226046911647e-07 |
227 | 0.999998344657559 | 3.31068488209337e-06 | 1.65534244104668e-06 |
228 | 0.999998132844455 | 3.73431108910672e-06 | 1.86715554455336e-06 |
229 | 0.999998470059127 | 3.05988174555063e-06 | 1.52994087277531e-06 |
230 | 0.999999802853568 | 3.94292864072596e-07 | 1.97146432036298e-07 |
231 | 0.999999679824871 | 6.4035025797018e-07 | 3.2017512898509e-07 |
232 | 0.999999786340721 | 4.27318557332989e-07 | 2.13659278666495e-07 |
233 | 0.999999979142046 | 4.17159084421461e-08 | 2.08579542210731e-08 |
234 | 0.999999957065865 | 8.58682691310151e-08 | 4.29341345655076e-08 |
235 | 0.999999909226247 | 1.81547505976152e-07 | 9.07737529880759e-08 |
236 | 0.999999862571437 | 2.74857126457745e-07 | 1.37428563228872e-07 |
237 | 0.999999777607407 | 4.44785186693999e-07 | 2.22392593347e-07 |
238 | 0.999999541633901 | 9.16732198016133e-07 | 4.58366099008066e-07 |
239 | 0.999999663234899 | 6.73530201075699e-07 | 3.36765100537849e-07 |
240 | 0.999999292006238 | 1.4159875245631e-06 | 7.07993762281548e-07 |
241 | 0.99999863957804 | 2.72084392088784e-06 | 1.36042196044392e-06 |
242 | 0.99999779788753 | 4.40422494099158e-06 | 2.20211247049579e-06 |
243 | 0.999996103820496 | 7.79235900836646e-06 | 3.89617950418323e-06 |
244 | 0.999993755286023 | 1.24894279542512e-05 | 6.2447139771256e-06 |
245 | 0.999987884738038 | 2.4230523924277e-05 | 1.21152619621385e-05 |
246 | 0.999983374267816 | 3.32514643676283e-05 | 1.66257321838141e-05 |
247 | 0.999999696437674 | 6.07124652365654e-07 | 3.03562326182827e-07 |
248 | 0.99999967523624 | 6.49527519450012e-07 | 3.24763759725006e-07 |
249 | 0.999999296284511 | 1.40743097721013e-06 | 7.03715488605063e-07 |
250 | 0.999998622923782 | 2.75415243617239e-06 | 1.3770762180862e-06 |
251 | 0.999997455067187 | 5.08986562541228e-06 | 2.54493281270614e-06 |
252 | 0.99999418781134 | 1.16243773209244e-05 | 5.8121886604622e-06 |
253 | 0.999991233394521 | 1.75332109588119e-05 | 8.76660547940596e-06 |
254 | 0.999987021724837 | 2.59565503261098e-05 | 1.29782751630549e-05 |
255 | 0.999988079853736 | 2.38402925290678e-05 | 1.19201462645339e-05 |
256 | 0.999973694721343 | 5.26105573134573e-05 | 2.63052786567286e-05 |
257 | 0.999941616259874 | 0.00011676748025291 | 5.83837401264548e-05 |
258 | 0.999878399615696 | 0.000243200768608372 | 0.000121600384304186 |
259 | 0.999785207876722 | 0.000429584246556039 | 0.000214792123278019 |
260 | 0.999565755839675 | 0.00086848832065041 | 0.000434244160325205 |
261 | 0.999180994983646 | 0.00163801003270886 | 0.000819005016354429 |
262 | 0.998409741417132 | 0.00318051716573667 | 0.00159025858286833 |
263 | 0.997131372211745 | 0.00573725557650999 | 0.00286862778825499 |
264 | 0.994389115747963 | 0.0112217685040748 | 0.0056108842520374 |
265 | 0.989252728802633 | 0.0214945423947349 | 0.0107472711973674 |
266 | 0.981516497475151 | 0.0369670050496978 | 0.0184835025248489 |
267 | 0.97007709892103 | 0.0598458021579409 | 0.0299229010789705 |
268 | 0.995488088522548 | 0.00902382295490485 | 0.00451191147745243 |
269 | 0.996247244205865 | 0.00750551158826949 | 0.00375275579413474 |
270 | 0.993518554965837 | 0.0129628900683259 | 0.00648144503416293 |
271 | 0.985397006324485 | 0.0292059873510301 | 0.0146029936755151 |
272 | 0.968169861011625 | 0.0636602779767507 | 0.0318301389883753 |
273 | 0.969640127282933 | 0.060719745434133 | 0.0303598727170665 |
274 | 0.923492217571423 | 0.153015564857154 | 0.0765077824285772 |
275 | 0.823364683013665 | 0.353270633972669 | 0.176635316986335 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 208 | 0.793893129770992 | NOK |
5% type I error level | 213 | 0.812977099236641 | NOK |
10% type I error level | 216 | 0.824427480916031 | NOK |