Multiple Linear Regression - Estimated Regression Equation |
page[t] = + 315.848260058836 + 0.00750771420324837time[t] + 1.16783378094126blog[t] + 19.72966856544score[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) | 315.848260058836 | 38.160201 | 8.2769 | 0 | 0 |
time | 0.00750771420324837 | 0.000426 | 17.6041 | 0 | 0 |
blog | 1.16783378094126 | 0.951461 | 1.2274 | 0.220681 | 0.11034 |
score | 19.72966856544 | 14.568039 | 1.3543 | 0.17671 | 0.088355 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.89416945259536 |
R-squared | 0.799539009954686 |
Adjusted R-squared | 0.797428894269998 |
F-TEST (value) | 378.907666416918 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 331.346445562586 |
Sum Squared Residuals | 31290283.0912835 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 2030.99594534858 | -612.99594534858 |
2 | 869 | 1291.88089909082 | -422.880899090824 |
3 | 1530 | 1711.08990550228 | -181.089905502275 |
4 | 2172 | 1867.18380130295 | 304.816198697047 |
5 | 901 | 1297.90988945211 | -396.909889452108 |
6 | 463 | 711.850153423375 | -248.850153423375 |
7 | 3201 | 3351.63523518789 | -150.635235187886 |
8 | 371 | 566.046973961526 | -195.046973961526 |
9 | 1192 | 1102.32654586684 | 89.6734541331581 |
10 | 1583 | 1485.17249948972 | 97.8275005102843 |
11 | 1439 | 1638.55007501441 | -199.550075014413 |
12 | 1764 | 2187.86670426741 | -423.86670426741 |
13 | 1495 | 1638.64536295025 | -143.645362950252 |
14 | 1373 | 1445.66112027467 | -72.6611202746703 |
15 | 2187 | 2459.766146476 | -272.766146476003 |
16 | 1491 | 1741.43348512171 | -250.433485121712 |
17 | 4041 | 2938.86406294842 | 1102.13593705158 |
18 | 1706 | 2149.24934038846 | -443.249340388462 |
19 | 2152 | 2183.48556880748 | -31.4855688074788 |
20 | 1036 | 1428.70319635269 | -392.703196352686 |
21 | 1882 | 1973.65204956126 | -91.6520495612568 |
22 | 1929 | 2049.06165962018 | -120.061659620181 |
23 | 2242 | 3013.88810813538 | -771.888108135381 |
24 | 1220 | 1529.93993498294 | -309.939934982937 |
25 | 1289 | 1410.87651319941 | -121.876513199409 |
26 | 2515 | 1771.26967156298 | 743.73032843702 |
27 | 2147 | 1769.74710452343 | 377.252895476567 |
28 | 2352 | 2103.79271942934 | 248.207280570658 |
29 | 1638 | 2097.70628119307 | -459.706281193068 |
30 | 1222 | 1307.82681146993 | -85.8268114699272 |
31 | 1812 | 2102.91603048943 | -290.916030489426 |
32 | 1677 | 2008.00303494336 | -331.003034943364 |
33 | 1579 | 1645.54141295054 | -66.5414129505387 |
34 | 1731 | 2405.19883159874 | -674.198831598739 |
35 | 807 | 997.278017022838 | -190.278017022838 |
36 | 2452 | 2730.17639545851 | -278.176395458509 |
37 | 829 | 1109.24499287139 | -280.244992871395 |
38 | 1940 | 2017.73545700835 | -77.7354570083476 |
39 | 2662 | 2913.94574482969 | -251.94574482969 |
40 | 186 | 369.723617181346 | -183.723617181346 |
41 | 1499 | 1642.60790617501 | -143.607906175009 |
42 | 865 | 1172.99729633459 | -307.99729633459 |
43 | 1793 | 1089.84216232403 | 703.157837675968 |
44 | 2527 | 2383.81866198143 | 143.181338018566 |
45 | 2747 | 2404.91227776242 | 342.087722237584 |
46 | 1324 | 1421.81855780456 | -97.8185578045579 |
47 | 2702 | 1702.45112764443 | 999.548872355571 |
48 | 1383 | 1571.92156823003 | -188.921568230032 |
49 | 1179 | 1199.74268402127 | -20.7426840212746 |
50 | 2099 | 1229.51260358258 | 869.487396417425 |
51 | 4308 | 3164.11532809234 | 1143.88467190766 |
52 | 918 | 930.812814893633 | -12.8128148936328 |
53 | 1831 | 1718.36794732913 | 112.632052670875 |
54 | 3373 | 2596.21992906933 | 776.780070930666 |
55 | 1713 | 1545.99361415994 | 167.006385840058 |
56 | 1438 | 1671.97335434653 | -233.973354346526 |
57 | 496 | 506.787521454538 | -10.7875214545378 |
58 | 2253 | 2880.14966131418 | -627.149661314177 |
59 | 744 | 828.591916381641 | -84.5919163816409 |
60 | 1161 | 1109.89065629287 | 51.1093437071256 |
61 | 2352 | 2087.84695848567 | 264.15304151433 |
62 | 2144 | 2305.53147579595 | -161.531475795955 |
63 | 4691 | 2990.03457587086 | 1700.96542412914 |
64 | 1112 | 1125.15644045817 | -13.1564404581716 |
65 | 2694 | 2273.69725034817 | 420.302749651832 |
66 | 1973 | 2384.93521510809 | -411.935215108095 |
67 | 1769 | 1911.77432435444 | -142.774324354438 |
68 | 3148 | 2803.7812500477 | 344.218749952303 |
69 | 2474 | 2208.78981618363 | 265.210183816366 |
70 | 2084 | 1715.99427562242 | 368.005724377583 |
71 | 1954 | 1897.20581243285 | 56.7941875671488 |
72 | 1226 | 1780.20418917218 | -554.204189172185 |
73 | 1389 | 1707.65598306522 | -318.655983065221 |
74 | 1496 | 1509.0024892713 | -13.0024892712967 |
75 | 2269 | 1811.57516187649 | 457.424838123508 |
76 | 1833 | 1858.036620466 | -25.0366204659974 |
77 | 1268 | 1347.19075982371 | -79.190759823713 |
78 | 1943 | 1813.07626444042 | 129.92373555958 |
79 | 893 | 893.853106315713 | -0.853106315713451 |
80 | 1762 | 1896.231234367 | -134.231234367003 |
81 | 1403 | 1653.88082741745 | -250.880827417446 |
82 | 1425 | 1596.6684443216 | -171.668444321601 |
83 | 1857 | 2598.91873218704 | -741.918732187041 |
84 | 1840 | 2244.48621929747 | -404.486219297468 |
85 | 1502 | 1775.0043175478 | -273.004317547797 |
86 | 1441 | 1449.87772832846 | -8.87772832845919 |
87 | 1420 | 1571.1306570486 | -151.130657048598 |
88 | 1416 | 1280.32835967745 | 135.671640322555 |
89 | 2970 | 3054.96300192242 | -84.9630019224168 |
90 | 1317 | 1445.43292717865 | -128.432927178654 |
91 | 1644 | 1923.62493162568 | -279.624931625679 |
92 | 870 | 980.844103220523 | -110.844103220523 |
93 | 1654 | 1265.62837439104 | 388.371625608958 |
94 | 1054 | 1295.56930835133 | -241.569308351329 |
95 | 937 | 1274.20882382046 | -337.208823820456 |
96 | 3004 | 2533.13465794864 | 470.865342051358 |
97 | 2008 | 2213.2904257497 | -205.290425749703 |
98 | 2547 | 1647.18496879763 | 899.815031202366 |
99 | 1885 | 1932.18765485243 | -47.1876548524256 |
100 | 1626 | 1867.11608043969 | -241.116080439693 |
101 | 1468 | 1408.04941697059 | 59.950583029413 |
102 | 2445 | 2085.8670758346 | 359.132924165402 |
103 | 1964 | 2188.67796502954 | -224.677965029538 |
104 | 1381 | 1558.06505375824 | -177.065053758243 |
105 | 1369 | 1781.44901011287 | -412.449010112873 |
106 | 1659 | 2211.66024507581 | -552.660245075812 |
107 | 2888 | 2436.24169293983 | 451.758307060174 |
108 | 1290 | 1001.52324518244 | 288.476754817561 |
109 | 2845 | 2801.35702680472 | 43.6429731952796 |
110 | 1982 | 2133.87262883489 | -151.872628834892 |
111 | 1904 | 2197.82228676596 | -293.822286765957 |
112 | 1391 | 1449.75707470365 | -58.7570747036486 |
113 | 602 | 656.016523927085 | -54.0165239270846 |
114 | 1743 | 1571.62447786124 | 171.375522138764 |
115 | 1559 | 1647.03089501791 | -88.0308950179142 |
116 | 2014 | 1959.24994838541 | 54.7500516145904 |
117 | 2143 | 2259.91250099261 | -116.912500992608 |
118 | 2146 | 2033.11858667828 | 112.881413321716 |
119 | 874 | 1095.30990686549 | -221.309906865494 |
120 | 1590 | 1058.23391708368 | 531.766082916316 |
121 | 1590 | 1323.04646538593 | 266.953534614074 |
122 | 1210 | 808.060623369773 | 401.939376630227 |
123 | 2072 | 1304.50455956873 | 767.49544043127 |
124 | 1281 | 1228.36967555055 | 52.630324449446 |
125 | 1401 | 2064.76100085488 | -663.761000854883 |
126 | 834 | 965.384774498843 | -131.384774498843 |
127 | 1105 | 1114.40953179856 | -9.40953179855767 |
128 | 1272 | 1146.95612219075 | 125.043877809245 |
129 | 1944 | 2299.38114627124 | -355.381146271238 |
130 | 391 | 502.074213824242 | -111.074213824242 |
131 | 761 | 627.913908631058 | 133.086091368942 |
132 | 1605 | 1584.3698562647 | 20.6301437352981 |
133 | 530 | 807.113114490819 | -277.113114490819 |
134 | 1988 | 1117.42627275144 | 870.573727248562 |
135 | 1386 | 1452.62799584775 | -66.6279958477524 |
136 | 2395 | 2775.03141477752 | -380.031414777516 |
137 | 387 | 478.587010017792 | -91.5870100177922 |
138 | 1742 | 1962.17866776039 | -220.178667760386 |
139 | 620 | 499.8969767053 | 120.1030232947 |
140 | 449 | 572.716602096623 | -123.716602096623 |
141 | 800 | 682.793170855306 | 117.206829144694 |
142 | 1684 | 1374.66923205472 | 309.330767945284 |
143 | 1050 | 1012.74325896041 | 37.2567410395858 |
144 | 2699 | 2267.80151412192 | 431.198485878085 |
145 | 1606 | 1696.91929541867 | -90.9192954186738 |
146 | 1502 | 949.304019120157 | 552.695980879843 |
147 | 1204 | 1356.8414593036 | -152.841459303602 |
148 | 1138 | 1059.86168594855 | 78.138314051455 |
149 | 568 | 621.43339111683 | -53.4333911168295 |
150 | 1459 | 1506.32740536905 | -47.3274053690487 |
151 | 2158 | 2478.16843454161 | -320.168434541607 |
152 | 1111 | 1723.79327345358 | -612.793273453578 |
153 | 1421 | 1179.55674586276 | 241.443254137244 |
154 | 2833 | 2929.83240188547 | -96.8324018854722 |
155 | 1955 | 2348.94216891697 | -393.942168916974 |
156 | 2922 | 3110.38435645864 | -188.384356458644 |
157 | 1002 | 1571.08191296066 | -569.081912960662 |
158 | 1060 | 1087.30177700072 | -27.301777000721 |
159 | 956 | 994.670534860294 | -38.6705348602939 |
160 | 2186 | 2149.96454477008 | 36.0354552299214 |
161 | 3604 | 3165.29577250744 | 438.704227492555 |
162 | 1035 | 964.400022904949 | 70.5999770950508 |
163 | 1417 | 1262.15691338297 | 154.843086617029 |
164 | 3261 | 2924.26182938209 | 336.738170617907 |
165 | 1587 | 1354.76504066864 | 232.234959331364 |
166 | 1424 | 1956.89725591718 | -532.89725591718 |
167 | 1701 | 1640.44615707307 | 60.5538429269305 |
168 | 1249 | 1402.04537420949 | -153.045374209486 |
169 | 946 | 1245.49516696447 | -299.495166964466 |
170 | 1926 | 2241.01085845707 | -315.010858457073 |
171 | 3352 | 2672.74615940327 | 679.253840596729 |
172 | 1641 | 1876.31420674819 | -235.314206748191 |
173 | 2035 | 1664.51600793224 | 370.483992067759 |
174 | 2312 | 2366.61148592806 | -54.6114859280589 |
175 | 1369 | 1257.2285984488 | 111.7714015512 |
176 | 1577 | 1369.0595517791 | 207.940448220899 |
177 | 2201 | 1974.24760310422 | 226.752396895782 |
178 | 961 | 1000.04082353776 | -39.0408235377587 |
179 | 1900 | 2153.04001257685 | -253.040012576848 |
180 | 1254 | 1387.80572243246 | -133.80572243246 |
181 | 1335 | 908.349438141437 | 426.650561858563 |
182 | 1597 | 993.509321225327 | 603.490678774673 |
183 | 207 | 430.792901399913 | -223.792901399913 |
184 | 1645 | 1852.76311303433 | -207.763113034327 |
185 | 2429 | 2424.9702889234 | 4.02971107659718 |
186 | 151 | 378.07113107461 | -227.07113107461 |
187 | 474 | 680.1722101537 | -206.1722101537 |
188 | 141 | 447.586121183235 | -306.586121183235 |
189 | 1639 | 1360.34693781249 | 278.653062187509 |
190 | 872 | 1133.18421608272 | -261.184216082715 |
191 | 1318 | 1515.25330911204 | -197.253309112039 |
192 | 1018 | 1070.21788496497 | -52.2178849649696 |
193 | 1383 | 962.653976006801 | 420.346023993199 |
194 | 1314 | 768.434731072509 | 545.565268927491 |
195 | 1335 | 1429.55582526065 | -94.5558252606477 |
196 | 1403 | 1229.95694417448 | 173.04305582552 |
197 | 910 | 879.360144124755 | 30.639855875245 |
198 | 616 | 845.830856577023 | -229.830856577023 |
199 | 1407 | 1102.47794118418 | 304.522058815825 |
200 | 771 | 893.511593685725 | -122.511593685725 |
201 | 766 | 920.508861372011 | -154.508861372011 |
202 | 473 | 703.413492136864 | -230.413492136864 |
203 | 1376 | 1374.75087173376 | 1.24912826624041 |
204 | 1232 | 1155.72217772502 | 76.2778222749834 |
205 | 1521 | 1022.33492480992 | 498.66507519008 |
206 | 572 | 660.088306215338 | -88.0883062153385 |
207 | 1059 | 935.010099721845 | 123.989900278155 |
208 | 1544 | 1716.07928493623 | -172.079284936227 |
209 | 1230 | 1359.3952908541 | -129.3952908541 |
210 | 1206 | 1297.50216755112 | -91.5021675511162 |
211 | 1205 | 1042.81933879115 | 162.180661208853 |
212 | 1255 | 1313.31740732195 | -58.3174073219502 |
213 | 613 | 736.475632742549 | -123.475632742549 |
214 | 721 | 967.890518297307 | -246.890518297307 |
215 | 1109 | 758.660751480628 | 350.339248519372 |
216 | 740 | 723.462754550379 | 16.5372454496211 |
217 | 1126 | 802.771054491249 | 323.228945508751 |
218 | 728 | 750.773986076376 | -22.7739860763756 |
219 | 689 | 839.059975314986 | -150.059975314986 |
220 | 592 | 936.436388687942 | -344.436388687942 |
221 | 995 | 962.02838597327 | 32.9716140267302 |
222 | 1613 | 1125.92896657643 | 487.071033423566 |
223 | 2048 | 1057.42690650976 | 990.573093490236 |
224 | 705 | 853.150417985139 | -148.150417985139 |
225 | 301 | 514.884647277126 | -213.884647277126 |
226 | 1803 | 1383.04506318293 | 419.954936817072 |
227 | 799 | 894.555461816053 | -95.5554618160533 |
228 | 861 | 829.464052262486 | 31.5359477375141 |
229 | 1186 | 817.767801978497 | 368.232198021503 |
230 | 1451 | 919.155344213929 | 531.844655786071 |
231 | 628 | 574.12803971829 | 53.8719602817102 |
232 | 1161 | 970.4638315236 | 190.5361684764 |
233 | 1463 | 1003.1151764496 | 459.884823550396 |
234 | 742 | 710.595004994607 | 31.404995005393 |
235 | 979 | 839.806608655873 | 139.193391344127 |
236 | 675 | 785.560476491234 | -110.560476491234 |
237 | 1241 | 1531.92285910082 | -290.922859100824 |
238 | 676 | 690.311466551447 | -14.3114665514468 |
239 | 1049 | 903.631223987032 | 145.368776012968 |
240 | 620 | 622.792287387617 | -2.79228738761742 |
241 | 1081 | 1026.8206956801 | 54.1793043198992 |
242 | 1688 | 1396.06893784762 | 291.931062152376 |
243 | 736 | 744.851344747205 | -8.85134474720449 |
244 | 617 | 727.523067777511 | -110.523067777511 |
245 | 812 | 872.385181773861 | -60.3851817738609 |
246 | 1051 | 986.790036136976 | 64.2099638630237 |
247 | 1656 | 1144.06594807858 | 511.934051921419 |
248 | 705 | 980.615917139293 | -275.615917139293 |
249 | 945 | 983.851446104817 | -38.8514461048171 |
250 | 554 | 597.101657828774 | -43.1016578287737 |
251 | 1597 | 1398.97270260763 | 198.02729739237 |
252 | 982 | 1111.5803645772 | -129.580364577201 |
253 | 222 | 476.296861329725 | -254.296861329725 |
254 | 1212 | 1075.92634894953 | 136.073651050469 |
255 | 1143 | 987.76296520471 | 155.23703479529 |
256 | 435 | 556.706313191936 | -121.706313191936 |
257 | 532 | 584.251524891502 | -52.2515248915017 |
258 | 882 | 1021.61755388117 | -139.617553881173 |
259 | 608 | 797.169058662357 | -189.169058662357 |
260 | 459 | 635.975833528522 | -176.975833528522 |
261 | 578 | 525.652101913284 | 52.347898086716 |
262 | 826 | 942.916195366461 | -116.916195366461 |
263 | 509 | 602.926403017226 | -93.9264030172263 |
264 | 717 | 765.653388058985 | -48.6533880589848 |
265 | 637 | 710.051079937208 | -73.0510799372078 |
266 | 857 | 993.404036493962 | -136.404036493962 |
267 | 830 | 840.865668947127 | -10.865668947127 |
268 | 652 | 815.268193088867 | -163.268193088867 |
269 | 707 | 1248.94930721011 | -541.949307210113 |
270 | 954 | 932.579137209337 | 21.4208627906633 |
271 | 1461 | 1112.1867758058 | 348.8132241942 |
272 | 672 | 867.327583590965 | -195.327583590965 |
273 | 778 | 649.932970088437 | 128.067029911563 |
274 | 1141 | 1156.66235562229 | -15.6623556222868 |
275 | 680 | 810.968709956524 | -130.968709956524 |
276 | 1090 | 882.876236438412 | 207.123763561588 |
277 | 616 | 718.139016735603 | -102.139016735604 |
278 | 285 | 475.909061381249 | -190.909061381249 |
279 | 1145 | 1009.82677709123 | 135.173222908769 |
280 | 733 | 967.137737399042 | -234.137737399042 |
281 | 888 | 933.736389497386 | -45.7363894973856 |
282 | 849 | 1007.07203769079 | -158.072037690792 |
283 | 1182 | 1032.95497077275 | 149.045029227249 |
284 | 528 | 627.361411558707 | -99.3614115587065 |
285 | 642 | 809.424249432152 | -167.424249432152 |
286 | 947 | 715.185588007557 | 231.814411992443 |
287 | 819 | 758.399990961455 | 60.600009038545 |
288 | 757 | 819.971996175563 | -62.9719961755631 |
289 | 894 | 880.273484067458 | 13.7265159325419 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.632003520178788 | 0.735992959642423 | 0.367996479821212 |
8 | 0.508684120303527 | 0.982631759392947 | 0.491315879696473 |
9 | 0.532790352141069 | 0.934419295717862 | 0.467209647858931 |
10 | 0.520712410681259 | 0.958575178637483 | 0.479287589318741 |
11 | 0.405661251896632 | 0.811322503793265 | 0.594338748103368 |
12 | 0.338556218171993 | 0.677112436343987 | 0.661443781828007 |
13 | 0.288316728479884 | 0.576633456959768 | 0.711683271520116 |
14 | 0.208629823630735 | 0.41725964726147 | 0.791370176369265 |
15 | 0.160938086337029 | 0.321876172674058 | 0.839061913662971 |
16 | 0.111308754541651 | 0.222617509083303 | 0.888691245458349 |
17 | 0.718916854134101 | 0.562166291731798 | 0.281083145865899 |
18 | 0.777940835897636 | 0.444118328204728 | 0.222059164102364 |
19 | 0.731373216383752 | 0.537253567232497 | 0.268626783616248 |
20 | 0.754691102000771 | 0.490617795998458 | 0.245308897999229 |
21 | 0.707956976421209 | 0.584086047157582 | 0.292043023578791 |
22 | 0.650030018549121 | 0.699939962901757 | 0.349969981450879 |
23 | 0.699938023344341 | 0.600123953311319 | 0.300061976655659 |
24 | 0.64571121323117 | 0.70857757353766 | 0.35428878676883 |
25 | 0.593273563732691 | 0.813452872534618 | 0.406726436267309 |
26 | 0.67589983834994 | 0.648200323300119 | 0.32410016165006 |
27 | 0.717643046056936 | 0.564713907886129 | 0.282356953943064 |
28 | 0.74071753505967 | 0.51856492988066 | 0.25928246494033 |
29 | 0.781707331716182 | 0.436585336567636 | 0.218292668283818 |
30 | 0.742063084339945 | 0.515873831320111 | 0.257936915660055 |
31 | 0.733307399120258 | 0.533385201759484 | 0.266692600879742 |
32 | 0.719102676306985 | 0.561794647386031 | 0.280897323693015 |
33 | 0.699016593790163 | 0.601966812419675 | 0.300983406209837 |
34 | 0.804279737244842 | 0.391440525510316 | 0.195720262755158 |
35 | 0.767402982554745 | 0.46519403489051 | 0.232597017445255 |
36 | 0.741173237495241 | 0.517653525009518 | 0.258826762504759 |
37 | 0.702278061780346 | 0.595443876439308 | 0.297721938219654 |
38 | 0.669172204170246 | 0.661655591659507 | 0.330827795829754 |
39 | 0.632558899511066 | 0.734882200977869 | 0.367441100488934 |
40 | 0.586326039160547 | 0.827347921678905 | 0.413673960839453 |
41 | 0.540609705567732 | 0.918780588864535 | 0.459390294432268 |
42 | 0.501793207970859 | 0.996413584058282 | 0.498206792029141 |
43 | 0.741471271249831 | 0.517057457500337 | 0.258528728750169 |
44 | 0.743637715297092 | 0.512724569405817 | 0.256362284702908 |
45 | 0.771890325445979 | 0.456219349108042 | 0.228109674554021 |
46 | 0.735702922616244 | 0.528594154767512 | 0.264297077383756 |
47 | 0.96346473701964 | 0.0730705259607201 | 0.0365352629803601 |
48 | 0.954795900425978 | 0.0904081991480445 | 0.0452040995740222 |
49 | 0.944159638448578 | 0.111680723102843 | 0.0558403615514216 |
50 | 0.990316584883607 | 0.0193668302327868 | 0.00968341511639339 |
51 | 0.999838823771984 | 0.000322352456032884 | 0.000161176228016442 |
52 | 0.999764879273316 | 0.000470241453368675 | 0.000235120726684337 |
53 | 0.999668710905849 | 0.000662578188302385 | 0.000331289094151193 |
54 | 0.999911524158412 | 0.000176951683176155 | 8.84758415880776e-05 |
55 | 0.999878844793637 | 0.000242310412725074 | 0.000121155206362537 |
56 | 0.999844325788772 | 0.00031134842245593 | 0.000155674211227965 |
57 | 0.99977815642948 | 0.000443687141039473 | 0.000221843570519737 |
58 | 0.999883738011788 | 0.000232523976423977 | 0.000116261988211989 |
59 | 0.999830271682185 | 0.000339456635630066 | 0.000169728317815033 |
60 | 0.999763393841794 | 0.000473212316411262 | 0.000236606158205631 |
61 | 0.999724654399373 | 0.000550691201253705 | 0.000275345600626853 |
62 | 0.999639893731201 | 0.000720212537597494 | 0.000360106268798747 |
63 | 0.999999975630428 | 4.87391439871391e-08 | 2.43695719935695e-08 |
64 | 0.999999959124895 | 8.17502108665799e-08 | 4.087510543329e-08 |
65 | 0.999999965327714 | 6.93445727735835e-08 | 3.46722863867917e-08 |
66 | 0.999999973499718 | 5.30005645014231e-08 | 2.65002822507116e-08 |
67 | 0.999999958273743 | 8.34525132896571e-08 | 4.17262566448285e-08 |
68 | 0.99999995407823 | 9.18435392652029e-08 | 4.59217696326014e-08 |
69 | 0.999999941699347 | 1.16601305219593e-07 | 5.83006526097964e-08 |
70 | 0.999999947597458 | 1.04805084140016e-07 | 5.24025420700078e-08 |
71 | 0.999999914900134 | 1.70199733012259e-07 | 8.50998665061294e-08 |
72 | 0.999999954537887 | 9.09242269109463e-08 | 4.54621134554732e-08 |
73 | 0.999999948513419 | 1.02973161136884e-07 | 5.14865805684418e-08 |
74 | 0.999999915123126 | 1.69753747977107e-07 | 8.48768739885537e-08 |
75 | 0.999999943349968 | 1.13300063477719e-07 | 5.66500317388593e-08 |
76 | 0.999999907566316 | 1.84867368693248e-07 | 9.24336843466241e-08 |
77 | 0.999999853163096 | 2.93673808358882e-07 | 1.46836904179441e-07 |
78 | 0.999999781093801 | 4.37812397803909e-07 | 2.18906198901955e-07 |
79 | 0.999999658256745 | 6.83486510037188e-07 | 3.41743255018594e-07 |
80 | 0.99999949320007 | 1.01359985933818e-06 | 5.06799929669088e-07 |
81 | 0.999999351611404 | 1.29677719173601e-06 | 6.48388595868004e-07 |
82 | 0.999999096571808 | 1.80685638350144e-06 | 9.03428191750722e-07 |
83 | 0.999999847568821 | 3.0486235852775e-07 | 1.52431179263875e-07 |
84 | 0.999999872774901 | 2.54450198367416e-07 | 1.27225099183708e-07 |
85 | 0.999999843894811 | 3.12210378785258e-07 | 1.56105189392629e-07 |
86 | 0.999999752405205 | 4.95189590582967e-07 | 2.47594795291483e-07 |
87 | 0.99999963301737 | 7.33965259310968e-07 | 3.66982629655484e-07 |
88 | 0.999999483726287 | 1.03254742537025e-06 | 5.16273712685126e-07 |
89 | 0.999999236481564 | 1.52703687124007e-06 | 7.63518435620034e-07 |
90 | 0.99999886376145 | 2.27247709975827e-06 | 1.13623854987913e-06 |
91 | 0.999998674736584 | 2.6505268314896e-06 | 1.3252634157448e-06 |
92 | 0.999998039682788 | 3.92063442414455e-06 | 1.96031721207228e-06 |
93 | 0.999998430692569 | 3.13861486105612e-06 | 1.56930743052806e-06 |
94 | 0.999998033658908 | 3.93268218337881e-06 | 1.96634109168941e-06 |
95 | 0.999997890993652 | 4.21801269674669e-06 | 2.10900634837335e-06 |
96 | 0.999998604668265 | 2.7906634709935e-06 | 1.39533173549675e-06 |
97 | 0.999998166973861 | 3.66605227855528e-06 | 1.83302613927764e-06 |
98 | 0.999999882433707 | 2.35132586492963e-07 | 1.17566293246482e-07 |
99 | 0.999999814686825 | 3.70626349619229e-07 | 1.85313174809615e-07 |
100 | 0.999999767647607 | 4.64704786612286e-07 | 2.32352393306143e-07 |
101 | 0.999999648379847 | 7.03240306084596e-07 | 3.51620153042298e-07 |
102 | 0.99999967537433 | 6.49251340729142e-07 | 3.24625670364571e-07 |
103 | 0.999999580241885 | 8.39516230202985e-07 | 4.19758115101492e-07 |
104 | 0.999999429988521 | 1.14002295810413e-06 | 5.70011479052067e-07 |
105 | 0.999999534696214 | 9.30607572428928e-07 | 4.65303786214464e-07 |
106 | 0.999999796717106 | 4.0656578768531e-07 | 2.03282893842655e-07 |
107 | 0.999999859339528 | 2.81320944763335e-07 | 1.40660472381668e-07 |
108 | 0.999999853979565 | 2.92040870579992e-07 | 1.46020435289996e-07 |
109 | 0.999999772895746 | 4.54208508098211e-07 | 2.27104254049106e-07 |
110 | 0.999999674463274 | 6.51073452414405e-07 | 3.25536726207203e-07 |
111 | 0.999999647489978 | 7.05020044311302e-07 | 3.52510022155651e-07 |
112 | 0.999999460014636 | 1.07997072824153e-06 | 5.39985364120766e-07 |
113 | 0.999999185472605 | 1.62905479074046e-06 | 8.1452739537023e-07 |
114 | 0.999998905997846 | 2.18800430850037e-06 | 1.09400215425019e-06 |
115 | 0.999998386849971 | 3.22630005730399e-06 | 1.613150028652e-06 |
116 | 0.999997594820444 | 4.81035911221537e-06 | 2.40517955610768e-06 |
117 | 0.999996637153247 | 6.72569350556936e-06 | 3.36284675278468e-06 |
118 | 0.999995273931258 | 9.4521374844714e-06 | 4.7260687422357e-06 |
119 | 0.999993996574349 | 1.20068513020134e-05 | 6.00342565100669e-06 |
120 | 0.999997054185584 | 5.89162883230789e-06 | 2.94581441615395e-06 |
121 | 0.999996637288979 | 6.72542204237756e-06 | 3.36271102118878e-06 |
122 | 0.999997375301784 | 5.24939643258838e-06 | 2.62469821629419e-06 |
123 | 0.999999631681332 | 7.36637335457033e-07 | 3.68318667728516e-07 |
124 | 0.999999440804577 | 1.11839084505131e-06 | 5.59195422525657e-07 |
125 | 0.999999858397989 | 2.83204022228744e-07 | 1.41602011114372e-07 |
126 | 0.999999793054442 | 4.13891116362301e-07 | 2.06945558181151e-07 |
127 | 0.999999678484438 | 6.43031124550081e-07 | 3.21515562275041e-07 |
128 | 0.999999536510096 | 9.26979807933711e-07 | 4.63489903966855e-07 |
129 | 0.999999592830946 | 8.14338108880509e-07 | 4.07169054440255e-07 |
130 | 0.999999402529887 | 1.19494022648974e-06 | 5.97470113244868e-07 |
131 | 0.999999159825965 | 1.68034807032428e-06 | 8.40174035162138e-07 |
132 | 0.999998726381734 | 2.54723653144688e-06 | 1.27361826572344e-06 |
133 | 0.999998573930095 | 2.85213980988876e-06 | 1.42606990494438e-06 |
134 | 0.99999991286893 | 1.74262139993624e-07 | 8.71310699968119e-08 |
135 | 0.999999864158738 | 2.71682524394454e-07 | 1.35841262197227e-07 |
136 | 0.999999906780609 | 1.86438782071515e-07 | 9.32193910357574e-08 |
137 | 0.999999857573981 | 2.84852038890808e-07 | 1.42426019445404e-07 |
138 | 0.999999825718729 | 3.48562541053952e-07 | 1.74281270526976e-07 |
139 | 0.999999746224548 | 5.07550903388798e-07 | 2.53775451694399e-07 |
140 | 0.999999629294787 | 7.41410426206075e-07 | 3.70705213103038e-07 |
141 | 0.999999462083127 | 1.07583374527154e-06 | 5.37916872635769e-07 |
142 | 0.999999438641484 | 1.12271703105232e-06 | 5.61358515526161e-07 |
143 | 0.999999142416904 | 1.71516619196367e-06 | 8.57583095981837e-07 |
144 | 0.999999368634429 | 1.26273114238735e-06 | 6.31365571193673e-07 |
145 | 0.999999153310058 | 1.69337988381891e-06 | 8.46689941909455e-07 |
146 | 0.999999656475733 | 6.87048534628881e-07 | 3.43524267314441e-07 |
147 | 0.999999505774624 | 9.88450751975737e-07 | 4.94225375987869e-07 |
148 | 0.999999250350057 | 1.4992998851367e-06 | 7.49649942568348e-07 |
149 | 0.999998863162102 | 2.27367579692435e-06 | 1.13683789846217e-06 |
150 | 0.99999829245771 | 3.4150845797578e-06 | 1.7075422898789e-06 |
151 | 0.999998451616858 | 3.0967662838646e-06 | 1.5483831419323e-06 |
152 | 0.999999487732152 | 1.02453569532003e-06 | 5.12267847660015e-07 |
153 | 0.99999938020804 | 1.2395839192754e-06 | 6.19791959637698e-07 |
154 | 0.999999143747822 | 1.71250435637289e-06 | 8.56252178186444e-07 |
155 | 0.999999475943143 | 1.0481137136671e-06 | 5.24056856833548e-07 |
156 | 0.999999485776043 | 1.02844791378303e-06 | 5.14223956891517e-07 |
157 | 0.999999869830018 | 2.60339964214541e-07 | 1.30169982107271e-07 |
158 | 0.999999794955953 | 4.10088093228175e-07 | 2.05044046614087e-07 |
159 | 0.999999680552616 | 6.3889476871775e-07 | 3.19447384358875e-07 |
160 | 0.999999502461936 | 9.95076127737749e-07 | 4.97538063868875e-07 |
161 | 0.999999658405991 | 6.83188018529512e-07 | 3.41594009264756e-07 |
162 | 0.999999477544652 | 1.04491069518184e-06 | 5.2245534759092e-07 |
163 | 0.999999255542191 | 1.48891561872157e-06 | 7.44457809360784e-07 |
164 | 0.999999249676756 | 1.5006464877687e-06 | 7.5032324388435e-07 |
165 | 0.99999906057131 | 1.87885738046036e-06 | 9.3942869023018e-07 |
166 | 0.999999743506586 | 5.12986827331396e-07 | 2.56493413665698e-07 |
167 | 0.999999597223297 | 8.05553406546488e-07 | 4.02776703273244e-07 |
168 | 0.999999442611795 | 1.11477641094852e-06 | 5.57388205474261e-07 |
169 | 0.999999497378422 | 1.00524315522571e-06 | 5.02621577612856e-07 |
170 | 0.999999626093659 | 7.47812681402436e-07 | 3.73906340701218e-07 |
171 | 0.999999897190114 | 2.05619772289367e-07 | 1.02809886144684e-07 |
172 | 0.999999934714744 | 1.30570511407404e-07 | 6.52852557037019e-08 |
173 | 0.999999945856885 | 1.08286229832122e-07 | 5.4143114916061e-08 |
174 | 0.999999929650497 | 1.40699005505721e-07 | 7.03495027528605e-08 |
175 | 0.999999901191886 | 1.97616227707526e-07 | 9.88081138537631e-08 |
176 | 0.999999875389169 | 2.49221661333571e-07 | 1.24610830666786e-07 |
177 | 0.999999854207496 | 2.9158500755666e-07 | 1.4579250377833e-07 |
178 | 0.99999978835384 | 4.23292319405527e-07 | 2.11646159702764e-07 |
179 | 0.999999928571735 | 1.42856530552027e-07 | 7.14282652760135e-08 |
180 | 0.99999990626628 | 1.87467440900231e-07 | 9.37337204501154e-08 |
181 | 0.999999940517006 | 1.18965988081343e-07 | 5.94829940406715e-08 |
182 | 0.999999977035865 | 4.59282694967909e-08 | 2.29641347483954e-08 |
183 | 0.99999996901942 | 6.19611595466379e-08 | 3.0980579773319e-08 |
184 | 0.999999954917679 | 9.01646417772742e-08 | 4.50823208886371e-08 |
185 | 0.999999983174346 | 3.36513083409522e-08 | 1.68256541704761e-08 |
186 | 0.999999976606053 | 4.67878946082323e-08 | 2.33939473041161e-08 |
187 | 0.99999996723287 | 6.55342605665678e-08 | 3.27671302832839e-08 |
188 | 0.999999961315092 | 7.7369816219885e-08 | 3.86849081099425e-08 |
189 | 0.999999954638057 | 9.07238858701548e-08 | 4.53619429350774e-08 |
190 | 0.999999931368717 | 1.37262566315405e-07 | 6.86312831577027e-08 |
191 | 0.999999930635537 | 1.38728924906942e-07 | 6.9364462453471e-08 |
192 | 0.999999883699033 | 2.32601933855628e-07 | 1.16300966927814e-07 |
193 | 0.999999907690996 | 1.84618007994378e-07 | 9.23090039971891e-08 |
194 | 0.999999987590168 | 2.4819663535346e-08 | 1.2409831767673e-08 |
195 | 0.999999985864011 | 2.82719787124148e-08 | 1.41359893562074e-08 |
196 | 0.999999980298565 | 3.94028705515631e-08 | 1.97014352757815e-08 |
197 | 0.99999996704699 | 6.59060208616524e-08 | 3.29530104308262e-08 |
198 | 0.999999949845997 | 1.00308005722072e-07 | 5.01540028610358e-08 |
199 | 0.999999945051482 | 1.0989703612532e-07 | 5.494851806266e-08 |
200 | 0.999999923979041 | 1.52041918380164e-07 | 7.60209591900818e-08 |
201 | 0.999999888282717 | 2.2343456574695e-07 | 1.11717282873475e-07 |
202 | 0.999999855720131 | 2.88559739091684e-07 | 1.44279869545842e-07 |
203 | 0.999999764967891 | 4.70064218043681e-07 | 2.35032109021841e-07 |
204 | 0.999999619708568 | 7.60582863108469e-07 | 3.80291431554234e-07 |
205 | 0.999999861260774 | 2.77478451441094e-07 | 1.38739225720547e-07 |
206 | 0.999999764042071 | 4.71915857199931e-07 | 2.35957928599966e-07 |
207 | 0.999999616013275 | 7.67973450932765e-07 | 3.83986725466382e-07 |
208 | 0.99999951845184 | 9.63096319372549e-07 | 4.81548159686275e-07 |
209 | 0.999999365316887 | 1.26936622505246e-06 | 6.34683112526228e-07 |
210 | 0.999999233716689 | 1.53256662179346e-06 | 7.6628331089673e-07 |
211 | 0.999998843493328 | 2.31301334387823e-06 | 1.15650667193911e-06 |
212 | 0.999998078244304 | 3.84351139289205e-06 | 1.92175569644603e-06 |
213 | 0.999997069865248 | 5.86026950346885e-06 | 2.93013475173442e-06 |
214 | 0.999997425093248 | 5.14981350406691e-06 | 2.57490675203345e-06 |
215 | 0.999999127324196 | 1.74535160786093e-06 | 8.72675803930467e-07 |
216 | 0.99999870146057 | 2.59707885929217e-06 | 1.29853942964609e-06 |
217 | 0.999998849471078 | 2.30105784457572e-06 | 1.15052892228786e-06 |
218 | 0.999998111476134 | 3.77704773162715e-06 | 1.88852386581357e-06 |
219 | 0.999997459146988 | 5.08170602312495e-06 | 2.54085301156248e-06 |
220 | 0.999997491563736 | 5.01687252802626e-06 | 2.50843626401313e-06 |
221 | 0.999996265890961 | 7.46821807768846e-06 | 3.73410903884423e-06 |
222 | 0.99999874277168 | 2.51445664091586e-06 | 1.25722832045793e-06 |
223 | 0.9999999449741 | 1.10051800753296e-07 | 5.50259003766481e-08 |
224 | 0.9999999153232 | 1.69353599398971e-07 | 8.46767996994856e-08 |
225 | 0.999999875677025 | 2.48645949864043e-07 | 1.24322974932022e-07 |
226 | 0.999999914967178 | 1.70065643836624e-07 | 8.50328219183118e-08 |
227 | 0.999999852253234 | 2.95493532583112e-07 | 1.47746766291556e-07 |
228 | 0.999999724234423 | 5.51531153891598e-07 | 2.75765576945799e-07 |
229 | 0.999999809545977 | 3.80908046131626e-07 | 1.90454023065813e-07 |
230 | 0.999999974080066 | 5.18398673493711e-08 | 2.59199336746855e-08 |
231 | 0.999999965858364 | 6.82832719964978e-08 | 3.41416359982489e-08 |
232 | 0.999999949726388 | 1.00547224413858e-07 | 5.02736122069288e-08 |
233 | 0.99999999254341 | 1.49131797617057e-08 | 7.45658988085286e-09 |
234 | 0.999999985705196 | 2.85896087415779e-08 | 1.4294804370789e-08 |
235 | 0.999999978736681 | 4.25266389438419e-08 | 2.12633194719209e-08 |
236 | 0.9999999631179 | 7.37641996972401e-08 | 3.688209984862e-08 |
237 | 0.999999977325543 | 4.53489129585993e-08 | 2.26744564792997e-08 |
238 | 0.999999953283445 | 9.34331092137253e-08 | 4.67165546068627e-08 |
239 | 0.999999928573874 | 1.42852251943197e-07 | 7.14261259715986e-08 |
240 | 0.999999862398987 | 2.75202026818881e-07 | 1.3760101340944e-07 |
241 | 0.999999734433424 | 5.31133152639694e-07 | 2.65566576319847e-07 |
242 | 0.999999777088328 | 4.45823343832801e-07 | 2.22911671916401e-07 |
243 | 0.99999954272445 | 9.14551100648727e-07 | 4.57275550324363e-07 |
244 | 0.999999117009243 | 1.76598151452041e-06 | 8.82990757260203e-07 |
245 | 0.999998243538477 | 3.51292304515248e-06 | 1.75646152257624e-06 |
246 | 0.999996787943245 | 6.42411350930789e-06 | 3.21205675465394e-06 |
247 | 0.999999763772941 | 4.72454118295728e-07 | 2.36227059147864e-07 |
248 | 0.999999764279001 | 4.71441998837708e-07 | 2.35720999418854e-07 |
249 | 0.999999485320121 | 1.02935975822509e-06 | 5.14679879112546e-07 |
250 | 0.999998901926444 | 2.19614711160058e-06 | 1.09807355580029e-06 |
251 | 0.999997791031955 | 4.41793608959154e-06 | 2.20896804479577e-06 |
252 | 0.999995923959057 | 8.15208188564798e-06 | 4.07604094282399e-06 |
253 | 0.999994810555146 | 1.03788897086138e-05 | 5.18944485430689e-06 |
254 | 0.999993256133554 | 1.3487732892812e-05 | 6.74386644640601e-06 |
255 | 0.999992589587385 | 1.48208252307475e-05 | 7.41041261537375e-06 |
256 | 0.999985722690784 | 2.85546184326952e-05 | 1.42773092163476e-05 |
257 | 0.999971183667619 | 5.76326647625147e-05 | 2.88163323812573e-05 |
258 | 0.999945387825961 | 0.000109224348078854 | 5.46121740394271e-05 |
259 | 0.999912037194893 | 0.000175925610214395 | 8.79628051071977e-05 |
260 | 0.999868993746981 | 0.000262012506037005 | 0.000131006253018502 |
261 | 0.999757789490119 | 0.000484421019762929 | 0.000242210509881464 |
262 | 0.999583316356066 | 0.0008333672878674 | 0.0004166836439337 |
263 | 0.999227972089538 | 0.00154405582092367 | 0.000772027910461835 |
264 | 0.998616632502871 | 0.00276673499425792 | 0.00138336749712896 |
265 | 0.997526572705353 | 0.00494685458929411 | 0.00247342729464706 |
266 | 0.996152067580044 | 0.00769586483991131 | 0.00384793241995565 |
267 | 0.993292133455353 | 0.0134157330892939 | 0.00670786654464696 |
268 | 0.988421359896173 | 0.0231572802076534 | 0.0115786401038267 |
269 | 0.99881596688226 | 0.00236806623547923 | 0.00118403311773962 |
270 | 0.997551368783821 | 0.00489726243235739 | 0.0024486312161787 |
271 | 0.999508567340332 | 0.000982865319335278 | 0.000491432659667639 |
272 | 0.999275782723548 | 0.00144843455290461 | 0.000724217276452303 |
273 | 0.999242955596606 | 0.00151408880678724 | 0.000757044403393619 |
274 | 0.99872055659198 | 0.00255888681604037 | 0.00127944340802018 |
275 | 0.998023857389209 | 0.00395228522158173 | 0.00197614261079086 |
276 | 0.99523148410458 | 0.00953703179084012 | 0.00476851589542006 |
277 | 0.98919852759121 | 0.0216029448175799 | 0.01080147240879 |
278 | 0.98815554334978 | 0.0236889133004392 | 0.0118444566502196 |
279 | 0.97160948667587 | 0.0567810266482592 | 0.0283905133241296 |
280 | 0.950304076331479 | 0.0993918473370415 | 0.0496959236685207 |
281 | 0.899832267766488 | 0.200335464467024 | 0.100167732233512 |
282 | 0.819958357494955 | 0.36008328501009 | 0.180041642505045 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 224 | 0.811594202898551 | NOK |
5% type I error level | 229 | 0.829710144927536 | NOK |
10% type I error level | 233 | 0.844202898550725 | NOK |