Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 98.5914653509018 + 0.000456138043624981time_in_rfc[t] + 3.27435696175246logins[t] + 1.74141238701508compendium_views_info[t] + 1.53356339065065compendium_views_pr[t] + 6.16369729470251shared_compendiums[t] + 1.82275981109689blogged_computations[t] + 0.256482482616687`compendiums_reviewed `[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) | 98.5914653509018 | 25.023336 | 3.94 | 0.000103 | 5.1e-05 |
time_in_rfc | 0.000456138043624981 | 0.000337 | 1.3548 | 0.176567 | 0.088283 |
logins | 3.27435696175246 | 0.410566 | 7.9752 | 0 | 0 |
compendium_views_info | 1.74141238701508 | 0.083446 | 20.8687 | 0 | 0 |
compendium_views_pr | 1.53356339065065 | 0.222958 | 6.8783 | 0 | 0 |
shared_compendiums | 6.16369729470251 | 3.840196 | 1.605 | 0.109607 | 0.054803 |
blogged_computations | 1.82275981109689 | 0.518714 | 3.514 | 0.000514 | 0.000257 |
`compendiums_reviewed ` | 0.256482482616687 | 1.575544 | 0.1628 | 0.870801 | 0.4354 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.976493844707771 |
R-squared | 0.953540228752165 |
Adjusted R-squared | 0.952382867902575 |
F-TEST (value) | 823.891899479581 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 160.647948651462 |
Sum Squared Residuals | 7251981.51706426 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1362.15969291579 | 55.8403070842104 |
2 | 869 | 1076.24178116784 | -207.241781167838 |
3 | 1530 | 1599.12273950533 | -69.1227395053311 |
4 | 2172 | 2564.32549580903 | -392.325495809026 |
5 | 901 | 918.400531501058 | -17.4005315010576 |
6 | 463 | 535.433299873128 | -72.4332998731281 |
7 | 3201 | 3619.35567167972 | -418.355671679724 |
8 | 371 | 436.390173440956 | -65.390173440956 |
9 | 1192 | 1171.53418287614 | 20.4658171238599 |
10 | 1583 | 1670.10297715234 | -87.1029771523396 |
11 | 1439 | 1391.56879191721 | 47.4312080827944 |
12 | 1764 | 1887.86972788854 | -123.869727888536 |
13 | 1495 | 1561.88528069074 | -66.8852806907386 |
14 | 1373 | 1464.43579885956 | -91.435798859555 |
15 | 2187 | 2307.55565925183 | -120.555659251831 |
16 | 1491 | 1496.55951870699 | -5.55951870699226 |
17 | 4041 | 3717.33937867234 | 323.660621327655 |
18 | 1706 | 1727.44222247198 | -21.4422224719807 |
19 | 2152 | 2384.38011382571 | -232.380113825711 |
20 | 1036 | 1169.51768907851 | -133.517689078514 |
21 | 1882 | 1707.74329385984 | 174.256706140161 |
22 | 1929 | 1823.08841460725 | 105.911585392746 |
23 | 2242 | 2469.76073444072 | -227.760734440716 |
24 | 1220 | 1184.19107383636 | 35.8089261636443 |
25 | 1289 | 1285.30111416936 | 3.69888583063966 |
26 | 2515 | 2601.68585413475 | -86.6858541347462 |
27 | 2147 | 2138.08271718626 | 8.91728281374322 |
28 | 2352 | 2432.17194052433 | -80.1719405243338 |
29 | 1638 | 1612.57013947487 | 25.4298605251346 |
30 | 1222 | 1262.78049789781 | -40.7804978978102 |
31 | 1812 | 1909.59344619168 | -97.5934461916787 |
32 | 1677 | 1769.53626820162 | -92.5362682016249 |
33 | 1579 | 1538.50063682294 | 40.499363177057 |
34 | 1731 | 1850.00086941522 | -119.000869415225 |
35 | 807 | 850.755811123383 | -43.7558111233829 |
36 | 2452 | 2518.80288303255 | -66.8028830325503 |
37 | 829 | 791.343875708277 | 37.656124291723 |
38 | 1940 | 2015.48854202169 | -75.4885420216906 |
39 | 2662 | 2463.24313265429 | 198.75686734571 |
40 | 186 | 280.961210783453 | -94.9612107834526 |
41 | 1499 | 1491.549358154 | 7.45064184599817 |
42 | 865 | 817.105686091797 | 47.8943139082031 |
43 | 1793 | 1546.16350626959 | 246.836493730412 |
44 | 2527 | 2564.42583759842 | -37.4258375984193 |
45 | 2747 | 2960.90823302394 | -213.908233023936 |
46 | 1324 | 1532.82480347066 | -208.824803470661 |
47 | 2702 | 2386.95118950893 | 315.04881049107 |
48 | 1383 | 1543.6923536412 | -160.692353641204 |
49 | 1179 | 1047.37788463206 | 131.622115367938 |
50 | 2099 | 2144.73309406344 | -45.7330940634365 |
51 | 4308 | 4756.78383486942 | -448.78383486942 |
52 | 918 | 989.588471923593 | -71.5884719235928 |
53 | 1831 | 1645.30430484543 | 185.69569515457 |
54 | 3373 | 2999.67093101163 | 373.329068988368 |
55 | 1713 | 1864.71797628118 | -151.717976281183 |
56 | 1438 | 1373.60291442112 | 64.39708557888 |
57 | 496 | 614.116276033704 | -118.116276033704 |
58 | 2253 | 2739.4736083271 | -486.473608327095 |
59 | 744 | 733.895851625738 | 10.1041483742615 |
60 | 1161 | 1328.97980072345 | -167.979800723452 |
61 | 2352 | 2164.66336272415 | 187.336637275852 |
62 | 2144 | 1759.55749113186 | 384.442508868137 |
63 | 4691 | 3500.79500821392 | 1190.20499178608 |
64 | 1112 | 1107.33575798952 | 4.66424201048259 |
65 | 2694 | 2532.63343909765 | 161.366560902355 |
66 | 1973 | 2268.08399965003 | -295.083999650029 |
67 | 1769 | 1891.06532714975 | -122.065327149746 |
68 | 3148 | 2842.61199987024 | 305.388000129761 |
69 | 2474 | 2559.1401851189 | -85.1401851188994 |
70 | 2084 | 2197.79454257127 | -113.794542571266 |
71 | 1954 | 1878.30849123485 | 75.6915087651525 |
72 | 1226 | 1421.99225210079 | -195.992252100791 |
73 | 1389 | 1234.19992993254 | 154.800070067458 |
74 | 1496 | 1533.48361343849 | -37.4836134384868 |
75 | 2269 | 2140.73488579055 | 128.265114209446 |
76 | 1833 | 1918.83685792685 | -85.8368579268488 |
77 | 1268 | 1456.15968637873 | -188.159686378728 |
78 | 1943 | 1801.9257000751 | 141.074299924899 |
79 | 893 | 1050.16187739301 | -157.161877393006 |
80 | 1762 | 1645.71938132772 | 116.280618672279 |
81 | 1403 | 1663.63315699121 | -260.633156991214 |
82 | 1425 | 1436.44429741232 | -11.4442974123174 |
83 | 1857 | 2209.80358352099 | -352.803583520993 |
84 | 1840 | 2002.85928864525 | -162.859288645249 |
85 | 1502 | 1457.58803686956 | 44.4119631304401 |
86 | 1441 | 1367.48254795143 | 73.5174520485727 |
87 | 1420 | 1494.82972788227 | -74.8297278822683 |
88 | 1416 | 1340.46037411238 | 75.5396258876157 |
89 | 2970 | 2680.13068042694 | 289.869319573062 |
90 | 1317 | 1638.76906100243 | -321.769061002428 |
91 | 1644 | 1527.59508349727 | 116.404916502727 |
92 | 870 | 1117.28090128073 | -247.280901280726 |
93 | 1654 | 1838.42271230003 | -184.422712300027 |
94 | 1054 | 1077.25347481577 | -23.2534748157662 |
95 | 937 | 860.261417019359 | 76.7385829806414 |
96 | 3004 | 3245.11518490017 | -241.115184900167 |
97 | 2008 | 1988.28319618864 | 19.7168038113635 |
98 | 2547 | 2398.58864440357 | 148.411355596435 |
99 | 1885 | 1776.01254560349 | 108.987454396511 |
100 | 1626 | 1622.96028164098 | 3.03971835902 |
101 | 1468 | 1379.72496926933 | 88.2750307306675 |
102 | 2445 | 2292.31865014354 | 152.681349856462 |
103 | 1964 | 2090.99982620853 | -126.99982620853 |
104 | 1381 | 1358.50097518167 | 22.4990248183296 |
105 | 1369 | 1402.92035277262 | -33.9203527726175 |
106 | 1659 | 1794.61573095166 | -135.61573095166 |
107 | 2888 | 2659.22249894935 | 228.777501050649 |
108 | 1290 | 1041.90015271967 | 248.099847280327 |
109 | 2845 | 2927.46213081778 | -82.4621308177809 |
110 | 1982 | 1979.82785296385 | 2.17214703614585 |
111 | 1904 | 1949.58719132995 | -45.5871913299505 |
112 | 1391 | 1605.09912424385 | -214.099124243852 |
113 | 602 | 656.006620821822 | -54.006620821822 |
114 | 1743 | 1681.42956010316 | 61.5704398968439 |
115 | 1559 | 1763.58766194642 | -204.587661946421 |
116 | 2014 | 2217.22824893693 | -203.228248936933 |
117 | 2143 | 2225.22388233715 | -82.2238823371499 |
118 | 2146 | 1963.46618066969 | 182.533819330306 |
119 | 874 | 889.095522052561 | -15.0955220525607 |
120 | 1590 | 1512.62916278139 | 77.3708372186063 |
121 | 1590 | 1449.00744609251 | 140.992553907492 |
122 | 1210 | 1294.58706205871 | -84.5870620587129 |
123 | 2072 | 2032.76168609813 | 39.2383139018678 |
124 | 1281 | 1350.78820198057 | -69.788201980568 |
125 | 1401 | 1377.60367025822 | 23.3963297417786 |
126 | 834 | 796.139666331423 | 37.8603336685766 |
127 | 1105 | 1137.06343200133 | -32.0634320013253 |
128 | 1272 | 1062.44553580594 | 209.554464194059 |
129 | 1944 | 1845.09804968466 | 98.90195031534 |
130 | 391 | 445.907107745053 | -54.9071077450534 |
131 | 761 | 728.473720784397 | 32.5262792156034 |
132 | 1605 | 1656.19913923547 | -51.19913923547 |
133 | 530 | 650.755555575207 | -120.755555575207 |
134 | 1988 | 1697.70243302651 | 290.297566973489 |
135 | 1386 | 1296.39791768689 | 89.6020823131149 |
136 | 2395 | 2529.67237166716 | -134.672371667164 |
137 | 387 | 425.189081639312 | -38.1890816393117 |
138 | 1742 | 1789.16589685187 | -47.1658968518732 |
139 | 620 | 584.2389204428 | 35.7610795572004 |
140 | 449 | 592.015776584641 | -143.015776584641 |
141 | 800 | 826.912885335239 | -26.9128853352392 |
142 | 1684 | 1473.40860095938 | 210.591399040618 |
143 | 1050 | 1095.59034688573 | -45.5903468857306 |
144 | 2699 | 2620.27115409603 | 78.7288459039653 |
145 | 1606 | 1540.41105044994 | 65.5889495500611 |
146 | 1502 | 1289.07369180763 | 212.926308192365 |
147 | 1204 | 1263.18146610814 | -59.1814661081361 |
148 | 1138 | 1122.27571718996 | 15.724282810038 |
149 | 568 | 818.941593218049 | -250.941593218049 |
150 | 1459 | 1426.46573427991 | 32.5342657200881 |
151 | 2158 | 2212.2716126178 | -54.2716126178009 |
152 | 1111 | 1199.56951598475 | -88.5695159847504 |
153 | 1421 | 1298.63427385552 | 122.365726144481 |
154 | 2833 | 3102.39761178262 | -269.397611782617 |
155 | 1955 | 2102.46473378932 | -147.464733789322 |
156 | 2922 | 2776.61333560496 | 145.386664395037 |
157 | 1002 | 1139.02574645302 | -137.025746453015 |
158 | 1060 | 1157.56929437099 | -97.5692943709893 |
159 | 956 | 986.56460811963 | -30.5646081196304 |
160 | 2186 | 2607.73486680659 | -421.734866806592 |
161 | 3604 | 3363.73977602419 | 240.260223975806 |
162 | 1035 | 1064.8645528517 | -29.8645528517016 |
163 | 1417 | 1515.87023141619 | -98.8702314161948 |
164 | 3261 | 3460.05021893744 | -199.050218937441 |
165 | 1587 | 1634.1727128458 | -47.1727128457996 |
166 | 1424 | 1453.78909485106 | -29.7890948510558 |
167 | 1701 | 1792.00720362611 | -91.0072036261077 |
168 | 1249 | 1369.98713675596 | -120.987136755959 |
169 | 946 | 926.887060389576 | 19.1129396104239 |
170 | 1926 | 1779.82630619377 | 146.173693806228 |
171 | 3352 | 3304.95591611104 | 47.0440838889554 |
172 | 1641 | 1682.57829307236 | -41.5782930723561 |
173 | 2035 | 1786.10992221067 | 248.890077789329 |
174 | 2312 | 2154.32894135589 | 157.671058644112 |
175 | 1369 | 1555.22390637897 | -186.223906378967 |
176 | 1577 | 1585.74763654778 | -8.74763654778217 |
177 | 2201 | 2167.79996385219 | 33.2000361478096 |
178 | 961 | 938.672545713667 | 22.3274542863331 |
179 | 1900 | 1873.12626704025 | 26.8737329597454 |
180 | 1254 | 1264.29452757336 | -10.2945275733624 |
181 | 1335 | 1280.54424521153 | 54.455754788466 |
182 | 1597 | 1474.25352317525 | 122.746476824747 |
183 | 207 | 293.345882693859 | -86.3458826938593 |
184 | 1645 | 1572.1053831685 | 72.8946168314958 |
185 | 2429 | 2348.66654040983 | 80.3334595901685 |
186 | 151 | 259.870823252514 | -108.870823252514 |
187 | 474 | 670.278287819198 | -196.278287819198 |
188 | 141 | 247.981731769761 | -106.981731769761 |
189 | 1639 | 1369.48011475152 | 269.519885248477 |
190 | 872 | 852.552809827229 | 19.4471901727707 |
191 | 1318 | 1245.64455416893 | 72.3554458310748 |
192 | 1018 | 1162.08559871555 | -144.085598715549 |
193 | 1383 | 1304.04435477905 | 78.9556452209518 |
194 | 1314 | 1163.31117349931 | 150.688826500688 |
195 | 1335 | 1341.78625696571 | -6.78625696570969 |
196 | 1403 | 1318.16733323369 | 84.8326667663097 |
197 | 910 | 987.927546767541 | -77.9275467675408 |
198 | 616 | 660.844661363772 | -44.8446613637719 |
199 | 1407 | 1430.30126196624 | -23.3012619662417 |
200 | 771 | 803.802695230034 | -32.8026952300338 |
201 | 766 | 785.354283392297 | -19.3542833922967 |
202 | 473 | 504.53940207577 | -31.53940207577 |
203 | 1376 | 1420.48889800144 | -44.4888980014422 |
204 | 1232 | 1210.57396838575 | 21.4260316142547 |
205 | 1521 | 1490.27415731677 | 30.7258426832285 |
206 | 572 | 572.817536002207 | -0.81753600220663 |
207 | 1059 | 901.636719400001 | 157.363280599999 |
208 | 1544 | 1586.97661939273 | -42.9766193927345 |
209 | 1230 | 1209.2963076781 | 20.703692321895 |
210 | 1206 | 1203.41070535856 | 2.58929464144286 |
211 | 1205 | 1113.67937195522 | 91.3206280447844 |
212 | 1255 | 1013.02236219132 | 241.977637808677 |
213 | 613 | 607.648953447754 | 5.35104655224561 |
214 | 721 | 810.699615799355 | -89.6996157993546 |
215 | 1109 | 1019.39453754665 | 89.6054624533488 |
216 | 740 | 690.692218308048 | 49.3077816919517 |
217 | 1126 | 1118.70015533208 | 7.2998446679222 |
218 | 728 | 799.511835395338 | -71.5118353953381 |
219 | 689 | 720.660909028148 | -31.6609090281485 |
220 | 592 | 614.847146121605 | -22.8471461216052 |
221 | 995 | 912.653433376983 | 82.3465666230175 |
222 | 1613 | 1185.76936975335 | 427.230630246647 |
223 | 2048 | 1747.06374002901 | 300.936259970988 |
224 | 705 | 631.476445343168 | 73.5235546568323 |
225 | 301 | 387.667796574474 | -86.6677965744739 |
226 | 1803 | 1718.27055687141 | 84.7294431285858 |
227 | 799 | 826.593365348377 | -27.5933653483771 |
228 | 861 | 936.011940961039 | -75.0119409610391 |
229 | 1186 | 1068.12264938918 | 117.87735061082 |
230 | 1451 | 1107.59188860895 | 343.40811139105 |
231 | 628 | 568.570053712329 | 59.4299462876709 |
232 | 1161 | 972.665133273747 | 188.334866726253 |
233 | 1463 | 1338.83573480007 | 124.164265199934 |
234 | 742 | 719.410293800734 | 22.5897061992663 |
235 | 979 | 1061.9965331093 | -82.9965331093011 |
236 | 675 | 698.026927977939 | -23.026927977939 |
237 | 1241 | 1180.93870702874 | 60.0612929712636 |
238 | 676 | 644.786514637616 | 31.2134853623841 |
239 | 1049 | 1051.52147765924 | -2.52147765924063 |
240 | 620 | 674.849838167517 | -54.8498381675174 |
241 | 1081 | 967.156456011414 | 113.843543988586 |
242 | 1688 | 1455.84299970569 | 232.15700029431 |
243 | 736 | 744.800747149168 | -8.8007471491682 |
244 | 617 | 674.677113350832 | -57.6771133508318 |
245 | 812 | 854.382535201088 | -42.3825352010878 |
246 | 1051 | 1030.90693049342 | 20.0930695065785 |
247 | 1656 | 1407.5937974756 | 248.406202524403 |
248 | 705 | 776.756169436956 | -71.7561694369562 |
249 | 945 | 1019.58715724673 | -74.5871572467288 |
250 | 554 | 649.952925452291 | -95.952925452291 |
251 | 1597 | 1587.36977309075 | 9.63022690925464 |
252 | 982 | 969.719249329779 | 12.2807506702211 |
253 | 222 | 307.065647752925 | -85.0656477529249 |
254 | 1212 | 1215.28580905026 | -3.28580905026294 |
255 | 1143 | 1202.28336055068 | -59.2833605506789 |
256 | 435 | 515.785223689894 | -80.7852236898943 |
257 | 532 | 547.129687682798 | -15.1296876827976 |
258 | 882 | 949.226986230923 | -67.2269862309228 |
259 | 608 | 622.488883490513 | -14.4888834905133 |
260 | 459 | 461.662822770323 | -2.66282277032265 |
261 | 578 | 599.439253649831 | -21.4392536498305 |
262 | 826 | 785.022247369545 | 40.9777526304554 |
263 | 509 | 456.303088803342 | 52.6969111966581 |
264 | 717 | 660.495274365435 | 56.5047256345648 |
265 | 637 | 686.610692225194 | -49.6106922251942 |
266 | 857 | 836.319875156976 | 20.6801248430244 |
267 | 830 | 863.824177766975 | -33.8241777669748 |
268 | 652 | 812.504388090825 | -160.504388090825 |
269 | 707 | 803.483728837087 | -96.4837288370869 |
270 | 954 | 1038.1756373186 | -84.1756373185982 |
271 | 1461 | 1299.71982734821 | 161.280172651788 |
272 | 672 | 732.454152357278 | -60.4541523572782 |
273 | 778 | 798.727911877647 | -20.7279118776475 |
274 | 1141 | 1119.34726121283 | 21.6527387871724 |
275 | 680 | 625.46414413656 | 54.5358558634401 |
276 | 1090 | 984.511589478815 | 105.488410521185 |
277 | 616 | 536.285422397688 | 79.7145776023117 |
278 | 285 | 331.546755005533 | -46.5467550055334 |
279 | 1145 | 1020.65506343499 | 124.344936565013 |
280 | 733 | 761.308199328375 | -28.3081993283753 |
281 | 888 | 878.973777167832 | 9.02622283216822 |
282 | 849 | 873.593025332318 | -24.5930253323179 |
283 | 1182 | 1148.07494983672 | 33.9250501632764 |
284 | 528 | 561.931148538585 | -33.9311485385851 |
285 | 642 | 708.272983930223 | -66.2729839302226 |
286 | 947 | 562.496019990736 | 384.503980009264 |
287 | 819 | 687.442818956098 | 131.557181043902 |
288 | 757 | 673.752787082084 | 83.2472129179156 |
289 | 894 | 853.010536836877 | 40.9894631631226 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.101398241968046 | 0.202796483936093 | 0.898601758031954 |
12 | 0.138669793501928 | 0.277339587003856 | 0.861330206498072 |
13 | 0.217007986689051 | 0.434015973378102 | 0.782992013310949 |
14 | 0.134600926090745 | 0.269201852181489 | 0.865399073909255 |
15 | 0.0761635918989232 | 0.152327183797846 | 0.923836408101077 |
16 | 0.0465177151262589 | 0.0930354302525178 | 0.953482284873741 |
17 | 0.817077829774775 | 0.365844340450451 | 0.182922170225225 |
18 | 0.766938968432394 | 0.466122063135211 | 0.233061031567606 |
19 | 0.788608873609305 | 0.42278225278139 | 0.211391126390695 |
20 | 0.743091269920857 | 0.513817460158287 | 0.256908730079143 |
21 | 0.765055188792787 | 0.469889622414427 | 0.234944811207213 |
22 | 0.720849732328317 | 0.558300535343366 | 0.279150267671683 |
23 | 0.671543751689929 | 0.656912496620143 | 0.328456248310071 |
24 | 0.649220215551826 | 0.701559568896348 | 0.350779784448174 |
25 | 0.583381068615979 | 0.833237862768042 | 0.416618931384021 |
26 | 0.518784365227294 | 0.962431269545412 | 0.481215634772706 |
27 | 0.462032652548804 | 0.924065305097608 | 0.537967347451196 |
28 | 0.399551950976229 | 0.799103901952457 | 0.600448049023771 |
29 | 0.339930914967444 | 0.679861829934887 | 0.660069085032556 |
30 | 0.283601872522623 | 0.567203745045247 | 0.716398127477377 |
31 | 0.236124241107255 | 0.47224848221451 | 0.763875758892745 |
32 | 0.203056684951754 | 0.406113369903508 | 0.796943315048246 |
33 | 0.165830620891804 | 0.331661241783608 | 0.834169379108196 |
34 | 0.180491462418709 | 0.360982924837418 | 0.819508537581291 |
35 | 0.144087358526893 | 0.288174717053786 | 0.855912641473107 |
36 | 0.117615921698668 | 0.235231843397336 | 0.882384078301332 |
37 | 0.107532786718469 | 0.215065573436939 | 0.892467213281531 |
38 | 0.0857088569101637 | 0.171417713820327 | 0.914291143089836 |
39 | 0.131967751556433 | 0.263935503112865 | 0.868032248443567 |
40 | 0.105504479588832 | 0.211008959177664 | 0.894495520411168 |
41 | 0.0833448412332515 | 0.166689682466503 | 0.916655158766749 |
42 | 0.0748734969463949 | 0.14974699389279 | 0.925126503053605 |
43 | 0.134222691827402 | 0.268445383654803 | 0.865777308172598 |
44 | 0.109965524462628 | 0.219931048925256 | 0.890034475537372 |
45 | 0.100215007566535 | 0.200430015133071 | 0.899784992433465 |
46 | 0.105498559486157 | 0.210997118972315 | 0.894501440513843 |
47 | 0.225670424237847 | 0.451340848475694 | 0.774329575762153 |
48 | 0.213806336087665 | 0.427612672175329 | 0.786193663912335 |
49 | 0.224468253400839 | 0.448936506801678 | 0.775531746599161 |
50 | 0.191843245989272 | 0.383686491978543 | 0.808156754010728 |
51 | 0.280526157755156 | 0.561052315510312 | 0.719473842244844 |
52 | 0.248634051741423 | 0.497268103482845 | 0.751365948258577 |
53 | 0.25138800219688 | 0.502776004393759 | 0.74861199780312 |
54 | 0.636346707580302 | 0.727306584839397 | 0.363653292419698 |
55 | 0.613737772020479 | 0.772524455959043 | 0.386262227979521 |
56 | 0.57427636494054 | 0.851447270118921 | 0.42572363505946 |
57 | 0.539150666526377 | 0.921698666947245 | 0.460849333473623 |
58 | 0.807165286104429 | 0.385669427791141 | 0.192834713895571 |
59 | 0.779379985342743 | 0.441240029314514 | 0.220620014657257 |
60 | 0.762662586360298 | 0.474674827279404 | 0.237337413639702 |
61 | 0.788844389802149 | 0.422311220395702 | 0.211155610197851 |
62 | 0.902067046729411 | 0.195865906541179 | 0.0979329532705894 |
63 | 0.999999999940528 | 1.1894322952994e-10 | 5.94716147649702e-11 |
64 | 0.999999999889047 | 2.2190621373246e-10 | 1.1095310686623e-10 |
65 | 0.999999999871132 | 2.57736530637455e-10 | 1.28868265318728e-10 |
66 | 0.99999999997198 | 5.60402364510606e-11 | 2.80201182255303e-11 |
67 | 0.999999999960659 | 7.86817058670201e-11 | 3.934085293351e-11 |
68 | 0.999999999990295 | 1.94107820057536e-11 | 9.70539100287678e-12 |
69 | 0.999999999984939 | 3.01222365083938e-11 | 1.50611182541969e-11 |
70 | 0.999999999977302 | 4.53957535666389e-11 | 2.26978767833195e-11 |
71 | 0.99999999996597 | 6.80600840493541e-11 | 3.4030042024677e-11 |
72 | 0.999999999969481 | 6.1037789251154e-11 | 3.0518894625577e-11 |
73 | 0.999999999965624 | 6.87527350947221e-11 | 3.43763675473611e-11 |
74 | 0.999999999938152 | 1.23696856953847e-10 | 6.18484284769233e-11 |
75 | 0.999999999923688 | 1.52623762239363e-10 | 7.63118811196813e-11 |
76 | 0.999999999887171 | 2.25656974217406e-10 | 1.12828487108703e-10 |
77 | 0.999999999907849 | 1.84302623781125e-10 | 9.21513118905625e-11 |
78 | 0.999999999904314 | 1.91372034346004e-10 | 9.56860171730019e-11 |
79 | 0.99999999989344 | 2.13119879181891e-10 | 1.06559939590946e-10 |
80 | 0.999999999860401 | 2.79198567789672e-10 | 1.39599283894836e-10 |
81 | 0.999999999938883 | 1.22233405524459e-10 | 6.11167027622297e-11 |
82 | 0.999999999889827 | 2.20345252252362e-10 | 1.10172626126181e-10 |
83 | 0.999999999988313 | 2.33736073074287e-11 | 1.16868036537143e-11 |
84 | 0.999999999987918 | 2.41646129578582e-11 | 1.20823064789291e-11 |
85 | 0.999999999978694 | 4.261100017876e-11 | 2.130550008938e-11 |
86 | 0.999999999965923 | 6.81535499526044e-11 | 3.40767749763022e-11 |
87 | 0.999999999944863 | 1.10273344704558e-10 | 5.51366723522788e-11 |
88 | 0.999999999916227 | 1.6754618177623e-10 | 8.3773090888115e-11 |
89 | 0.999999999974894 | 5.02113320513265e-11 | 2.51056660256632e-11 |
90 | 0.999999999995715 | 8.57072709756668e-12 | 4.28536354878334e-12 |
91 | 0.999999999994206 | 1.15887127116113e-11 | 5.79435635580565e-12 |
92 | 0.999999999996933 | 6.13306296880876e-12 | 3.06653148440438e-12 |
93 | 0.999999999997812 | 4.37570617120597e-12 | 2.18785308560298e-12 |
94 | 0.999999999996079 | 7.84161574084217e-12 | 3.92080787042108e-12 |
95 | 0.99999999999418 | 1.16400080064151e-11 | 5.82000400320754e-12 |
96 | 0.999999999998291 | 3.41744540286283e-12 | 1.70872270143142e-12 |
97 | 0.999999999996835 | 6.32952738379558e-12 | 3.16476369189779e-12 |
98 | 0.99999999999663 | 6.74079150066346e-12 | 3.37039575033173e-12 |
99 | 0.999999999995509 | 8.98156832833696e-12 | 4.49078416416848e-12 |
100 | 0.999999999991942 | 1.61159466766489e-11 | 8.05797333832444e-12 |
101 | 0.999999999988708 | 2.25834335754028e-11 | 1.12917167877014e-11 |
102 | 0.999999999988217 | 2.35655426465644e-11 | 1.17827713232822e-11 |
103 | 0.99999999998855 | 2.28992625503284e-11 | 1.14496312751642e-11 |
104 | 0.999999999979822 | 4.03561745080984e-11 | 2.01780872540492e-11 |
105 | 0.999999999965057 | 6.98869672136982e-11 | 3.49434836068491e-11 |
106 | 0.999999999958587 | 8.28257149236826e-11 | 4.14128574618413e-11 |
107 | 0.999999999971912 | 5.61759528409367e-11 | 2.80879764204684e-11 |
108 | 0.999999999989969 | 2.0061463145509e-11 | 1.00307315727545e-11 |
109 | 0.999999999985458 | 2.9084600909386e-11 | 1.4542300454693e-11 |
110 | 0.999999999973872 | 5.22561783203897e-11 | 2.61280891601949e-11 |
111 | 0.99999999995589 | 8.82202996371557e-11 | 4.41101498185779e-11 |
112 | 0.999999999968757 | 6.24856519984259e-11 | 3.1242825999213e-11 |
113 | 0.999999999950982 | 9.80361105189738e-11 | 4.90180552594869e-11 |
114 | 0.999999999921969 | 1.56062013505381e-10 | 7.80310067526904e-11 |
115 | 0.999999999939552 | 1.20895359838697e-10 | 6.04476799193486e-11 |
116 | 0.999999999964774 | 7.04517112729985e-11 | 3.52258556364993e-11 |
117 | 0.999999999946126 | 1.07748226173672e-10 | 5.38741130868359e-11 |
118 | 0.999999999954861 | 9.02779663681875e-11 | 4.51389831840938e-11 |
119 | 0.999999999920264 | 1.59472182271818e-10 | 7.97360911359089e-11 |
120 | 0.999999999880225 | 2.3954940696918e-10 | 1.1977470348459e-10 |
121 | 0.999999999872333 | 2.55334552086142e-10 | 1.27667276043071e-10 |
122 | 0.999999999800544 | 3.98912087863123e-10 | 1.99456043931562e-10 |
123 | 0.999999999703582 | 5.92835418552149e-10 | 2.96417709276075e-10 |
124 | 0.999999999530635 | 9.38729122220138e-10 | 4.69364561110069e-10 |
125 | 0.999999999205837 | 1.58832630854032e-09 | 7.9416315427016e-10 |
126 | 0.99999999872239 | 2.55522015197791e-09 | 1.27761007598895e-09 |
127 | 0.999999997927631 | 4.14473898859307e-09 | 2.07236949429654e-09 |
128 | 0.999999998742698 | 2.51460312494604e-09 | 1.25730156247302e-09 |
129 | 0.999999998446895 | 3.10621020364899e-09 | 1.5531051018245e-09 |
130 | 0.999999997466754 | 5.06649131716208e-09 | 2.53324565858104e-09 |
131 | 0.99999999597149 | 8.05702035318546e-09 | 4.02851017659273e-09 |
132 | 0.999999993490113 | 1.30197745575969e-08 | 6.50988727879847e-09 |
133 | 0.999999992164821 | 1.56703579121139e-08 | 7.83517895605693e-09 |
134 | 0.999999997781041 | 4.43791732577893e-09 | 2.21895866288946e-09 |
135 | 0.999999996919019 | 6.16196249844525e-09 | 3.08098124922262e-09 |
136 | 0.999999996580334 | 6.83933174423845e-09 | 3.41966587211923e-09 |
137 | 0.999999994409713 | 1.11805738946164e-08 | 5.5902869473082e-09 |
138 | 0.999999992340893 | 1.53182139796812e-08 | 7.65910698984058e-09 |
139 | 0.999999987937888 | 2.41242239815951e-08 | 1.20621119907976e-08 |
140 | 0.999999986605867 | 2.67882662555929e-08 | 1.33941331277965e-08 |
141 | 0.999999978137639 | 4.37247225675107e-08 | 2.18623612837554e-08 |
142 | 0.999999987329117 | 2.53417662421317e-08 | 1.26708831210659e-08 |
143 | 0.999999981249102 | 3.75017962419274e-08 | 1.87508981209637e-08 |
144 | 0.999999971827329 | 5.63453417830775e-08 | 2.81726708915388e-08 |
145 | 0.999999956556561 | 8.68868770412878e-08 | 4.34434385206439e-08 |
146 | 0.99999997041729 | 5.91654206835766e-08 | 2.95827103417883e-08 |
147 | 0.999999963201833 | 7.35963333749715e-08 | 3.67981666874858e-08 |
148 | 0.999999940961192 | 1.18077615985671e-07 | 5.90388079928356e-08 |
149 | 0.999999974315583 | 5.13688346631317e-08 | 2.56844173315659e-08 |
150 | 0.999999958702042 | 8.25959164738766e-08 | 4.12979582369383e-08 |
151 | 0.999999937868265 | 1.24263470637672e-07 | 6.2131735318836e-08 |
152 | 0.99999991542593 | 1.69148139234747e-07 | 8.45740696173734e-08 |
153 | 0.999999907498877 | 1.85002246082836e-07 | 9.2501123041418e-08 |
154 | 0.999999987354267 | 2.52914660459235e-08 | 1.26457330229618e-08 |
155 | 0.999999988435964 | 2.3128071142865e-08 | 1.15640355714325e-08 |
156 | 0.999999984389014 | 3.12219715420012e-08 | 1.56109857710006e-08 |
157 | 0.999999985780919 | 2.84381618331191e-08 | 1.42190809165596e-08 |
158 | 0.999999987101045 | 2.57979101494794e-08 | 1.28989550747397e-08 |
159 | 0.999999979169508 | 4.16609835024941e-08 | 2.0830491751247e-08 |
160 | 0.999999999752794 | 4.94412844248907e-10 | 2.47206422124453e-10 |
161 | 0.99999999977523 | 4.49540218351921e-10 | 2.24770109175961e-10 |
162 | 0.999999999806807 | 3.8638687585739e-10 | 1.93193437928695e-10 |
163 | 0.99999999979963 | 4.00740457898552e-10 | 2.00370228949276e-10 |
164 | 0.999999999954125 | 9.17496504718311e-11 | 4.58748252359156e-11 |
165 | 0.999999999946122 | 1.07755440234208e-10 | 5.38777201171038e-11 |
166 | 0.999999999906332 | 1.87335592117676e-10 | 9.3667796058838e-11 |
167 | 0.999999999929823 | 1.40354901439085e-10 | 7.01774507195425e-11 |
168 | 0.999999999964685 | 7.06303868319558e-11 | 3.53151934159779e-11 |
169 | 0.99999999993533 | 1.2934000546129e-10 | 6.46700027306452e-11 |
170 | 0.999999999911035 | 1.77929166757285e-10 | 8.89645833786426e-11 |
171 | 0.999999999938513 | 1.22974789604838e-10 | 6.14873948024189e-11 |
172 | 0.99999999989979 | 2.00418958647162e-10 | 1.00209479323581e-10 |
173 | 0.999999999934082 | 1.31835799702003e-10 | 6.59178998510017e-11 |
174 | 0.999999999894612 | 2.1077605861548e-10 | 1.0538802930774e-10 |
175 | 0.999999999992208 | 1.55836324806469e-11 | 7.79181624032344e-12 |
176 | 0.999999999985461 | 2.90780506212342e-11 | 1.45390253106171e-11 |
177 | 0.999999999980398 | 3.92039270593553e-11 | 1.96019635296777e-11 |
178 | 0.999999999963346 | 7.33071228537938e-11 | 3.66535614268969e-11 |
179 | 0.999999999964068 | 7.186451865034e-11 | 3.593225932517e-11 |
180 | 0.999999999942216 | 1.1556727432424e-10 | 5.77836371621198e-11 |
181 | 0.999999999897461 | 2.0507829146864e-10 | 1.0253914573432e-10 |
182 | 0.999999999833222 | 3.33555644410515e-10 | 1.66777822205258e-10 |
183 | 0.999999999697976 | 6.04047232715469e-10 | 3.02023616357735e-10 |
184 | 0.999999999481212 | 1.03757595957529e-09 | 5.18787979787644e-10 |
185 | 0.999999999560012 | 8.79975314074906e-10 | 4.39987657037453e-10 |
186 | 0.999999999220752 | 1.55849694225638e-09 | 7.79248471128189e-10 |
187 | 0.999999999300528 | 1.39894433779107e-09 | 6.99472168895536e-10 |
188 | 0.999999998752334 | 2.49533148831934e-09 | 1.24766574415967e-09 |
189 | 0.999999999654434 | 6.9113267732542e-10 | 3.4556633866271e-10 |
190 | 0.999999999443245 | 1.11351020719093e-09 | 5.56755103595465e-10 |
191 | 0.999999999010546 | 1.97890851802708e-09 | 9.89454259013538e-10 |
192 | 0.999999999157865 | 1.68426938651099e-09 | 8.42134693255493e-10 |
193 | 0.999999998554146 | 2.89170781246109e-09 | 1.44585390623055e-09 |
194 | 0.999999997830768 | 4.33846406930451e-09 | 2.16923203465226e-09 |
195 | 0.999999996861891 | 6.27621714665141e-09 | 3.13810857332571e-09 |
196 | 0.99999999453785 | 1.09242994221112e-08 | 5.46214971105558e-09 |
197 | 0.999999992749171 | 1.45016579440914e-08 | 7.2508289720457e-09 |
198 | 0.999999987865001 | 2.42699973905843e-08 | 1.21349986952921e-08 |
199 | 0.999999984696696 | 3.06066084035099e-08 | 1.5303304201755e-08 |
200 | 0.999999976071204 | 4.78575914882037e-08 | 2.39287957441019e-08 |
201 | 0.999999961639422 | 7.67211556280955e-08 | 3.83605778140478e-08 |
202 | 0.999999941376423 | 1.17247154169711e-07 | 5.86235770848555e-08 |
203 | 0.999999923357761 | 1.53284477481541e-07 | 7.66422387407704e-08 |
204 | 0.999999870883022 | 2.58233955389389e-07 | 1.29116977694694e-07 |
205 | 0.999999828881931 | 3.42236137220302e-07 | 1.71118068610151e-07 |
206 | 0.999999704898816 | 5.90202367489547e-07 | 2.95101183744773e-07 |
207 | 0.999999705665101 | 5.88669797151451e-07 | 2.94334898575726e-07 |
208 | 0.999999644442863 | 7.11114273943811e-07 | 3.55557136971905e-07 |
209 | 0.999999420028098 | 1.15994380389431e-06 | 5.79971901947153e-07 |
210 | 0.99999931586968 | 1.36826063934273e-06 | 6.84130319671367e-07 |
211 | 0.999998894197089 | 2.21160582299631e-06 | 1.10580291149815e-06 |
212 | 0.999999470073923 | 1.05985215367997e-06 | 5.29926076839983e-07 |
213 | 0.999999084356748 | 1.8312865049684e-06 | 9.15643252484199e-07 |
214 | 0.999998923205424 | 2.1535891524287e-06 | 1.07679457621435e-06 |
215 | 0.999998553960352 | 2.89207929505786e-06 | 1.44603964752893e-06 |
216 | 0.99999757544008 | 4.84911984064999e-06 | 2.42455992032499e-06 |
217 | 0.999996099380161 | 7.80123967807567e-06 | 3.90061983903784e-06 |
218 | 0.999998008071273 | 3.98385745373095e-06 | 1.99192872686547e-06 |
219 | 0.999997830864307 | 4.3382713861918e-06 | 2.1691356930959e-06 |
220 | 0.999996284143273 | 7.43171345413497e-06 | 3.71585672706748e-06 |
221 | 0.999994033250996 | 1.19334980087777e-05 | 5.96674900438885e-06 |
222 | 0.999998481185123 | 3.0376297531985e-06 | 1.51881487659925e-06 |
223 | 0.99999898284654 | 2.03430692029773e-06 | 1.01715346014886e-06 |
224 | 0.999998430434941 | 3.1391301185507e-06 | 1.56956505927535e-06 |
225 | 0.999997733146003 | 4.53370799366264e-06 | 2.26685399683132e-06 |
226 | 0.99999611727179 | 7.76545642036202e-06 | 3.88272821018101e-06 |
227 | 0.99999323418035 | 1.35316393009462e-05 | 6.76581965047311e-06 |
228 | 0.999993375205087 | 1.32495898255909e-05 | 6.62479491279543e-06 |
229 | 0.999990310465036 | 1.93790699281853e-05 | 9.68953496409267e-06 |
230 | 0.999999095805704 | 1.80838859221412e-06 | 9.04194296107059e-07 |
231 | 0.999998475191684 | 3.04961663254573e-06 | 1.52480831627286e-06 |
232 | 0.999999230855965 | 1.53828807013589e-06 | 7.69144035067945e-07 |
233 | 0.999999118095887 | 1.76380822555188e-06 | 8.81904112775938e-07 |
234 | 0.999998383390747 | 3.23321850535275e-06 | 1.61660925267638e-06 |
235 | 0.999998188527387 | 3.62294522689666e-06 | 1.81147261344833e-06 |
236 | 0.999996903907186 | 6.19218562874011e-06 | 3.09609281437006e-06 |
237 | 0.999994648925117 | 1.0702149766519e-05 | 5.35107488325948e-06 |
238 | 0.999990384199814 | 1.92316003728203e-05 | 9.61580018641014e-06 |
239 | 0.999982495034099 | 3.50099318027374e-05 | 1.75049659013687e-05 |
240 | 0.999973331696749 | 5.3336606502424e-05 | 2.6668303251212e-05 |
241 | 0.999971251860603 | 5.74962787939351e-05 | 2.87481393969676e-05 |
242 | 0.999991061900685 | 1.78761986298513e-05 | 8.93809931492564e-06 |
243 | 0.999983142459097 | 3.3715081805023e-05 | 1.68575409025115e-05 |
244 | 0.999978042071861 | 4.3915856277992e-05 | 2.1957928138996e-05 |
245 | 0.999964075097867 | 7.18498042663795e-05 | 3.59249021331897e-05 |
246 | 0.999935582519525 | 0.000128834960949374 | 6.44174804746868e-05 |
247 | 0.999993235320841 | 1.35293583188993e-05 | 6.76467915944964e-06 |
248 | 0.999988943776596 | 2.21124468070578e-05 | 1.10562234035289e-05 |
249 | 0.999978508162036 | 4.29836759274252e-05 | 2.14918379637126e-05 |
250 | 0.999960403646662 | 7.91927066755749e-05 | 3.95963533377875e-05 |
251 | 0.999927557904431 | 0.000144884191138128 | 7.24420955690642e-05 |
252 | 0.999864698770533 | 0.00027060245893332 | 0.00013530122946666 |
253 | 0.999760796118223 | 0.000478407763553375 | 0.000239203881776687 |
254 | 0.999560423495991 | 0.000879153008018955 | 0.000439576504009477 |
255 | 0.999270640105366 | 0.00145871978926728 | 0.00072935989463364 |
256 | 0.998789883093087 | 0.00242023381382516 | 0.00121011690691258 |
257 | 0.997924171682329 | 0.00415165663534174 | 0.00207582831767087 |
258 | 0.996807285621325 | 0.00638542875734974 | 0.00319271437867487 |
259 | 0.995086757386711 | 0.0098264852265778 | 0.0049132426132889 |
260 | 0.991842454919757 | 0.0163150901604869 | 0.00815754508024343 |
261 | 0.991381503580353 | 0.0172369928392945 | 0.00861849641964726 |
262 | 0.985825069516642 | 0.0283498609667153 | 0.0141749304833576 |
263 | 0.979077344964054 | 0.0418453100718926 | 0.0209226550359463 |
264 | 0.96835320906148 | 0.0632935818770397 | 0.0316467909385199 |
265 | 0.955438546998403 | 0.0891229060031938 | 0.0445614530015969 |
266 | 0.937601804799075 | 0.12479639040185 | 0.0623981952009251 |
267 | 0.910336305508769 | 0.179327388982462 | 0.089663694491231 |
268 | 0.918751954483673 | 0.162496091032655 | 0.0812480455163275 |
269 | 0.882659477211714 | 0.234681045576572 | 0.117340522788286 |
270 | 0.954373480440374 | 0.0912530391192512 | 0.0456265195596256 |
271 | 0.933162262748383 | 0.133675474503234 | 0.0668377372516171 |
272 | 0.928442947484026 | 0.143114105031949 | 0.0715570525159745 |
273 | 0.908003618328401 | 0.183992763343198 | 0.0919963816715992 |
274 | 0.878396882318073 | 0.243206235363853 | 0.121603117681927 |
275 | 0.803334329579589 | 0.393331340840823 | 0.196665670420412 |
276 | 0.899475585352148 | 0.201048829295704 | 0.100524414647852 |
277 | 0.815151738959944 | 0.369696522080113 | 0.184848261040056 |
278 | 0.924484709197058 | 0.151030581605885 | 0.0755152908029424 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 197 | 0.735074626865672 | NOK |
5% type I error level | 201 | 0.75 | NOK |
10% type I error level | 205 | 0.764925373134328 | NOK |