Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 2324.06337310277 -226.385033602658X[t] -451.374973256311M1[t] -635.461053323769M2[t] -583.133697991392M3[t] -694.556342659015M4[t] -555.478987326638M5[t] -609.464131994261M6[t] -532.074276661884M7[t] -515.434421329507M8[t] -460.857065997131M9[t] -319.717210664754M10[t] -118.389855332377M11[t] -1.76485533237685t + 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) | 2324.06337310277 | 44.029939 | 52.7837 | 0 | 0 |
X | -226.385033602658 | 41.037226 | -5.5166 | 0 | 0 |
M1 | -451.374973256311 | 53.942919 | -8.3676 | 0 | 0 |
M2 | -635.461053323769 | 53.941479 | -11.7806 | 0 | 0 |
M3 | -583.133697991392 | 53.931287 | -10.8125 | 0 | 0 |
M4 | -694.556342659015 | 53.922166 | -12.8807 | 0 | 0 |
M5 | -555.478987326638 | 53.914117 | -10.303 | 0 | 0 |
M6 | -609.464131994261 | 53.907141 | -11.3058 | 0 | 0 |
M7 | -532.074276661884 | 53.901237 | -9.8713 | 0 | 0 |
M8 | -515.434421329507 | 53.896405 | -9.5634 | 0 | 0 |
M9 | -460.857065997131 | 53.892648 | -8.5514 | 0 | 0 |
M10 | -319.717210664754 | 53.889963 | -5.9328 | 0 | 0 |
M11 | -118.389855332377 | 53.888353 | -2.1969 | 0.029316 | 0.014658 |
t | -1.76485533237685 | 0.240551 | -7.3367 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.861322441473346 |
R-squared | 0.741876348185605 |
Adjusted R-squared | 0.723024620805902 |
F-TEST (value) | 39.3532291891913 |
F-TEST (DF numerator) | 13 |
F-TEST (DF denominator) | 178 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 152.417759557721 |
Sum Squared Residuals | 4135148.87028996 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1687 | 1870.92354451408 | -183.923544514078 |
2 | 1508 | 1685.07260911425 | -177.072609114249 |
3 | 1507 | 1735.63510911425 | -228.635109114249 |
4 | 1385 | 1622.44760911425 | -237.44760911425 |
5 | 1632 | 1759.76010911425 | -127.760109114249 |
6 | 1511 | 1704.01010911425 | -193.01010911425 |
7 | 1559 | 1779.63510911425 | -220.635109114249 |
8 | 1630 | 1794.51010911425 | -164.510109114249 |
9 | 1579 | 1847.32260911425 | -268.322609114249 |
10 | 1653 | 1986.69760911425 | -333.697609114249 |
11 | 2152 | 2186.26010911425 | -34.2601091142491 |
12 | 2148 | 2302.88510911425 | -154.885109114249 |
13 | 1752 | 1849.74528052556 | -97.745280525561 |
14 | 1765 | 1663.89434512573 | 101.105654874273 |
15 | 1717 | 1714.45684512573 | 2.54315487427314 |
16 | 1558 | 1601.26934512573 | -43.2693451257269 |
17 | 1575 | 1738.58184512573 | -163.581845125727 |
18 | 1520 | 1682.83184512573 | -162.831845125727 |
19 | 1805 | 1758.45684512573 | 46.5431548742731 |
20 | 1800 | 1773.33184512573 | 26.6681548742731 |
21 | 1719 | 1826.14434512573 | -107.144345125727 |
22 | 2008 | 1965.51934512573 | 42.4806548742732 |
23 | 2242 | 2165.08184512573 | 76.9181548742732 |
24 | 2478 | 2281.70684512573 | 196.293154874273 |
25 | 2030 | 1828.56701653704 | 201.432983462961 |
26 | 1655 | 1642.7160811372 | 12.2839188627954 |
27 | 1693 | 1693.2785811372 | -0.278581137204616 |
28 | 1623 | 1580.0910811372 | 42.9089188627954 |
29 | 1805 | 1717.4035811372 | 87.5964188627954 |
30 | 1746 | 1661.6535811372 | 84.3464188627954 |
31 | 1795 | 1737.2785811372 | 57.7214188627954 |
32 | 1926 | 1752.1535811372 | 173.846418862795 |
33 | 1619 | 1804.9660811372 | -185.966081137205 |
34 | 1992 | 1944.3410811372 | 47.6589188627954 |
35 | 2233 | 2143.9035811372 | 89.0964188627954 |
36 | 2192 | 2260.5285811372 | -68.5285811372045 |
37 | 2080 | 1807.38875254852 | 272.611247451483 |
38 | 1768 | 1621.53781714868 | 146.462182851318 |
39 | 1835 | 1672.10031714868 | 162.899682851318 |
40 | 1569 | 1558.91281714868 | 10.0871828513176 |
41 | 1976 | 1696.22531714868 | 279.774682851318 |
42 | 1853 | 1640.47531714868 | 212.524682851318 |
43 | 1965 | 1716.10031714868 | 248.899682851318 |
44 | 1689 | 1730.97531714868 | -41.9753171486824 |
45 | 1778 | 1783.78781714868 | -5.78781714868237 |
46 | 1976 | 1923.16281714868 | 52.8371828513176 |
47 | 2397 | 2122.72531714868 | 274.274682851318 |
48 | 2654 | 2239.35031714868 | 414.649682851318 |
49 | 2097 | 1786.21048855999 | 310.789511440006 |
50 | 1963 | 1600.35955316016 | 362.64044683984 |
51 | 1677 | 1650.92205316016 | 26.0779468398399 |
52 | 1941 | 1537.73455316016 | 403.26544683984 |
53 | 2003 | 1675.04705316016 | 327.95294683984 |
54 | 1813 | 1619.29705316016 | 193.70294683984 |
55 | 2012 | 1694.92205316016 | 317.07794683984 |
56 | 1912 | 1709.79705316016 | 202.20294683984 |
57 | 2084 | 1762.60955316016 | 321.39044683984 |
58 | 2080 | 1901.98455316016 | 178.01544683984 |
59 | 2118 | 2101.54705316016 | 16.4529468398399 |
60 | 2150 | 2218.17205316016 | -68.1720531601601 |
61 | 1608 | 1765.03222457147 | -157.032224571472 |
62 | 1503 | 1579.18128917164 | -76.1812891716379 |
63 | 1548 | 1629.74378917164 | -81.7437891716379 |
64 | 1382 | 1516.55628917164 | -134.556289171638 |
65 | 1731 | 1653.86878917164 | 77.1312108283621 |
66 | 1798 | 1598.11878917164 | 199.881210828362 |
67 | 1779 | 1673.74378917164 | 105.256210828362 |
68 | 1887 | 1688.61878917164 | 198.381210828362 |
69 | 2004 | 1741.43128917164 | 262.568710828362 |
70 | 2077 | 1880.80628917164 | 196.193710828362 |
71 | 2092 | 2080.36878917164 | 11.6312108283621 |
72 | 2051 | 2196.99378917164 | -145.993789171638 |
73 | 1577 | 1743.85396058295 | -166.85396058295 |
74 | 1356 | 1558.00302518312 | -202.003025183116 |
75 | 1652 | 1608.56552518312 | 43.4344748168844 |
76 | 1382 | 1495.37802518312 | -113.378025183116 |
77 | 1519 | 1632.69052518312 | -113.690525183116 |
78 | 1421 | 1576.94052518312 | -155.940525183116 |
79 | 1442 | 1652.56552518312 | -210.565525183116 |
80 | 1543 | 1667.44052518312 | -124.440525183116 |
81 | 1656 | 1720.25302518312 | -64.2530251831156 |
82 | 1561 | 1859.62802518312 | -298.628025183116 |
83 | 1905 | 2059.19052518312 | -154.190525183116 |
84 | 2199 | 2175.81552518312 | 23.1844748168844 |
85 | 1473 | 1722.67569659443 | -249.675696594427 |
86 | 1655 | 1536.82476119459 | 118.175238805407 |
87 | 1407 | 1587.38726119459 | -180.387261194593 |
88 | 1395 | 1474.19976119459 | -79.1997611945933 |
89 | 1530 | 1611.51226119459 | -81.5122611945934 |
90 | 1309 | 1555.76226119459 | -246.762261194593 |
91 | 1526 | 1631.38726119459 | -105.387261194593 |
92 | 1327 | 1646.26226119459 | -319.262261194593 |
93 | 1627 | 1699.07476119459 | -72.0747611945934 |
94 | 1748 | 1838.44976119459 | -90.4497611945934 |
95 | 1958 | 2038.01226119459 | -80.0122611945934 |
96 | 2274 | 2154.63726119459 | 119.362738805407 |
97 | 1648 | 1701.49743260591 | -53.4974326059054 |
98 | 1401 | 1515.64649720607 | -114.646497206071 |
99 | 1411 | 1566.20899720607 | -155.208997206071 |
100 | 1403 | 1453.02149720607 | -50.0214972060711 |
101 | 1394 | 1590.33399720607 | -196.333997206071 |
102 | 1520 | 1534.58399720607 | -14.5839972060711 |
103 | 1528 | 1610.20899720607 | -82.2089972060712 |
104 | 1643 | 1625.08399720607 | 17.9160027939289 |
105 | 1515 | 1677.89649720607 | -162.896497206071 |
106 | 1685 | 1817.27149720607 | -132.271497206071 |
107 | 2000 | 2016.83399720607 | -16.8339972060712 |
108 | 2215 | 2133.45899720607 | 81.5410027939289 |
109 | 1956 | 1680.31916861738 | 275.680831382617 |
110 | 1462 | 1494.46823321755 | -32.4682332175488 |
111 | 1563 | 1545.03073321755 | 17.9692667824511 |
112 | 1459 | 1431.84323321755 | 27.1567667824512 |
113 | 1446 | 1569.15573321755 | -123.155733217549 |
114 | 1622 | 1513.40573321755 | 108.594266782451 |
115 | 1657 | 1589.03073321755 | 67.9692667824512 |
116 | 1638 | 1603.90573321755 | 34.0942667824511 |
117 | 1643 | 1656.71823321755 | -13.7182332175489 |
118 | 1683 | 1796.09323321755 | -113.093233217549 |
119 | 2050 | 1995.65573321755 | 54.3442667824512 |
120 | 2262 | 2112.28073321755 | 149.719266782451 |
121 | 1813 | 1659.14090462886 | 153.859095371139 |
122 | 1445 | 1473.28996922903 | -28.2899692290266 |
123 | 1762 | 1523.85246922903 | 238.147530770973 |
124 | 1461 | 1410.66496922903 | 50.3350307709734 |
125 | 1556 | 1547.97746922903 | 8.02253077097338 |
126 | 1431 | 1492.22746922903 | -61.2274692290265 |
127 | 1427 | 1567.85246922903 | -140.852469229027 |
128 | 1554 | 1582.72746922903 | -28.7274692290267 |
129 | 1645 | 1635.53996922903 | 9.4600307709734 |
130 | 1653 | 1774.91496922903 | -121.914969229027 |
131 | 2016 | 1974.47746922903 | 41.5225307709734 |
132 | 2207 | 2091.10246922903 | 115.897530770973 |
133 | 1665 | 1637.96264064034 | 27.0373593596614 |
134 | 1361 | 1452.1117052405 | -91.1117052405044 |
135 | 1506 | 1502.6742052405 | 3.32579475949564 |
136 | 1360 | 1389.4867052405 | -29.4867052405044 |
137 | 1453 | 1526.7992052405 | -73.7992052405043 |
138 | 1522 | 1471.0492052405 | 50.9507947594957 |
139 | 1460 | 1546.6742052405 | -86.6742052405043 |
140 | 1552 | 1561.5492052405 | -9.5492052405044 |
141 | 1548 | 1614.3617052405 | -66.3617052405044 |
142 | 1827 | 1753.7367052405 | 73.2632947594957 |
143 | 1737 | 1953.2992052405 | -216.299205240504 |
144 | 1941 | 2069.9242052405 | -128.924205240504 |
145 | 1474 | 1616.78437665182 | -142.784376651816 |
146 | 1458 | 1430.93344125198 | 27.0665587480179 |
147 | 1542 | 1481.49594125198 | 60.5040587480179 |
148 | 1404 | 1368.30844125198 | 35.6915587480179 |
149 | 1522 | 1505.62094125198 | 16.3790587480179 |
150 | 1385 | 1449.87094125198 | -64.870941251982 |
151 | 1641 | 1525.49594125198 | 115.504058748018 |
152 | 1510 | 1540.37094125198 | -30.3709412519821 |
153 | 1681 | 1593.18344125198 | 87.816558748018 |
154 | 1938 | 1732.55844125198 | 205.441558748018 |
155 | 1868 | 1932.12094125198 | -64.1209412519821 |
156 | 1726 | 2048.74594125198 | -322.745941251982 |
157 | 1456 | 1595.60611266329 | -139.606112663294 |
158 | 1445 | 1409.75517726346 | 35.2448227365402 |
159 | 1456 | 1460.31767726346 | -4.31767726345983 |
160 | 1365 | 1347.13017726346 | 17.8698227365402 |
161 | 1487 | 1484.44267726346 | 2.55732273654013 |
162 | 1558 | 1428.69267726346 | 129.30732273654 |
163 | 1488 | 1504.31767726346 | -16.3176772634599 |
164 | 1684 | 1519.19267726346 | 164.80732273654 |
165 | 1594 | 1572.00517726346 | 21.9948227365402 |
166 | 1850 | 1711.38017726346 | 138.61982273654 |
167 | 1998 | 1910.94267726346 | 87.05732273654 |
168 | 2079 | 2027.56767726346 | 51.4323227365402 |
169 | 1494 | 1574.42784867477 | -80.4278486747719 |
170 | 1057 | 1162.19187967228 | -105.19187967228 |
171 | 1218 | 1212.75437967228 | 5.2456203277202 |
172 | 1168 | 1099.56687967228 | 68.4331203277202 |
173 | 1236 | 1236.87937967228 | -0.879379672279648 |
174 | 1076 | 1181.12937967228 | -105.12937967228 |
175 | 1174 | 1256.75437967228 | -82.7543796722796 |
176 | 1139 | 1271.62937967228 | -132.62937967228 |
177 | 1427 | 1324.44187967228 | 102.55812032772 |
178 | 1487 | 1463.81687967228 | 23.1831203277203 |
179 | 1483 | 1663.37937967228 | -180.37937967228 |
180 | 1513 | 1780.00437967228 | -267.00437967228 |
181 | 1357 | 1326.86455108359 | 30.1354489164084 |
182 | 1165 | 1141.01361568376 | 23.9863843162425 |
183 | 1282 | 1191.57611568376 | 90.4238843162424 |
184 | 1110 | 1078.38861568376 | 31.6113843162425 |
185 | 1297 | 1215.70111568376 | 81.2988843162426 |
186 | 1185 | 1159.95111568376 | 25.0488843162426 |
187 | 1222 | 1235.57611568376 | -13.5761156837574 |
188 | 1284 | 1250.45111568376 | 33.5488843162426 |
189 | 1444 | 1303.26361568376 | 140.736384316243 |
190 | 1575 | 1442.63861568376 | 132.361384316243 |
191 | 1737 | 1642.20111568376 | 94.7988843162425 |
192 | 1763 | 1758.82611568376 | 4.17388431624252 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
17 | 0.322030228692464 | 0.644060457384927 | 0.677969771307536 |
18 | 0.233521089095975 | 0.46704217819195 | 0.766478910904025 |
19 | 0.180685578478596 | 0.361371156957192 | 0.819314421521404 |
20 | 0.103668910667145 | 0.207337821334291 | 0.896331089332855 |
21 | 0.0559425379303436 | 0.111885075860687 | 0.944057462069656 |
22 | 0.0858421923707693 | 0.171684384741539 | 0.91415780762923 |
23 | 0.0529852109086611 | 0.105970421817322 | 0.94701478909134 |
24 | 0.0568500776210693 | 0.113700155242139 | 0.94314992237893 |
25 | 0.0361192919437711 | 0.0722385838875421 | 0.963880708056229 |
26 | 0.0705619735991445 | 0.141123947198289 | 0.929438026400855 |
27 | 0.0627645154373545 | 0.125529030874709 | 0.937235484562645 |
28 | 0.0411066720625141 | 0.0822133441250281 | 0.958893327937486 |
29 | 0.0250035215624645 | 0.0500070431249291 | 0.974996478437535 |
30 | 0.0151727741726881 | 0.0303455483453762 | 0.984827225827312 |
31 | 0.01048625145648 | 0.02097250291296 | 0.98951374854352 |
32 | 0.00613905385343078 | 0.0122781077068616 | 0.99386094614657 |
33 | 0.01374482965265 | 0.0274896593053001 | 0.98625517034735 |
34 | 0.00828786248352507 | 0.0165757249670501 | 0.991712137516475 |
35 | 0.00766107975814675 | 0.0153221595162935 | 0.992338920241853 |
36 | 0.0240775981805478 | 0.0481551963610956 | 0.975922401819452 |
37 | 0.0183341985231805 | 0.0366683970463611 | 0.98166580147682 |
38 | 0.0134773358274822 | 0.0269546716549643 | 0.986522664172518 |
39 | 0.00873515419297608 | 0.0174703083859522 | 0.991264845807024 |
40 | 0.00872602488223465 | 0.0174520497644693 | 0.991273975117765 |
41 | 0.00844524385165646 | 0.0168904877033129 | 0.991554756148344 |
42 | 0.00624949754960575 | 0.0124989950992115 | 0.993750502450394 |
43 | 0.00463134067158476 | 0.00926268134316952 | 0.995368659328415 |
44 | 0.0158597972505694 | 0.0317195945011388 | 0.98414020274943 |
45 | 0.0112735094936921 | 0.0225470189873842 | 0.988726490506308 |
46 | 0.0085565652387174 | 0.0171131304774348 | 0.991443434761283 |
47 | 0.00682271056519992 | 0.0136454211303998 | 0.9931772894348 |
48 | 0.0150233885425459 | 0.0300467770850918 | 0.984976611457454 |
49 | 0.0142690968509973 | 0.0285381937019946 | 0.985730903149003 |
50 | 0.0165337152909187 | 0.0330674305818374 | 0.983466284709081 |
51 | 0.0293903804594993 | 0.0587807609189987 | 0.9706096195405 |
52 | 0.0566431079348114 | 0.113286215869623 | 0.943356892065189 |
53 | 0.0646797195755597 | 0.129359439151119 | 0.93532028042444 |
54 | 0.0614232832353627 | 0.122846566470725 | 0.938576716764637 |
55 | 0.0744442413363 | 0.1488884826726 | 0.9255557586637 |
56 | 0.0761684088326554 | 0.152336817665311 | 0.923831591167345 |
57 | 0.126954883773627 | 0.253909767547254 | 0.873045116226373 |
58 | 0.124807888963506 | 0.249615777927013 | 0.875192111036494 |
59 | 0.308376883768383 | 0.616753767536767 | 0.691623116231617 |
60 | 0.600261198643692 | 0.799477602712617 | 0.399738801356308 |
61 | 0.910334589747148 | 0.179330820505703 | 0.0896654102528517 |
62 | 0.965959462552248 | 0.0680810748955043 | 0.0340405374477521 |
63 | 0.977600611895407 | 0.0447987762091862 | 0.0223993881045931 |
64 | 0.990218318611571 | 0.019563362776858 | 0.009781681388429 |
65 | 0.991795631225378 | 0.0164087375492439 | 0.00820436877462193 |
66 | 0.993423777299094 | 0.0131524454018117 | 0.00657622270090587 |
67 | 0.994886609701406 | 0.0102267805971889 | 0.00511339029859444 |
68 | 0.99651194023978 | 0.00697611952044041 | 0.00348805976022021 |
69 | 0.998414652684767 | 0.00317069463046635 | 0.00158534731523317 |
70 | 0.999071134211639 | 0.00185773157672277 | 0.000928865788361383 |
71 | 0.999416962590062 | 0.00116607481987588 | 0.00058303740993794 |
72 | 0.999768812638424 | 0.000462374723151404 | 0.000231187361575702 |
73 | 0.999924720967145 | 0.000150558065709019 | 7.52790328545093e-05 |
74 | 0.999979498380836 | 4.10032383279706e-05 | 2.05016191639853e-05 |
75 | 0.999974507346212 | 5.09853075752214e-05 | 2.54926537876107e-05 |
76 | 0.999977925619194 | 4.41487616115049e-05 | 2.20743808057525e-05 |
77 | 0.99998540892907 | 2.91821418598773e-05 | 1.45910709299386e-05 |
78 | 0.999990593597316 | 1.88128053673773e-05 | 9.40640268368865e-06 |
79 | 0.999996306595945 | 7.38680811026766e-06 | 3.69340405513383e-06 |
80 | 0.999996657979902 | 6.68404019588061e-06 | 3.3420200979403e-06 |
81 | 0.99999528105916 | 9.4378816792493e-06 | 4.71894083962465e-06 |
82 | 0.999998977253885 | 2.0454922309044e-06 | 1.0227461154522e-06 |
83 | 0.999999085005536 | 1.82998892833471e-06 | 9.14994464167355e-07 |
84 | 0.999998765523392 | 2.46895321580061e-06 | 1.23447660790031e-06 |
85 | 0.999999467393824 | 1.0652123523687e-06 | 5.32606176184352e-07 |
86 | 0.999999578683299 | 8.42633402778406e-07 | 4.21316701389203e-07 |
87 | 0.999999642786107 | 7.14427786983756e-07 | 3.57213893491878e-07 |
88 | 0.99999943576287 | 1.12847426032615e-06 | 5.64237130163076e-07 |
89 | 0.999999194783795 | 1.61043241071849e-06 | 8.05216205359245e-07 |
90 | 0.999999623906002 | 7.52187994909284e-07 | 3.76093997454642e-07 |
91 | 0.999999464039783 | 1.07192043430258e-06 | 5.35960217151292e-07 |
92 | 0.999999913677236 | 1.72645528621443e-07 | 8.63227643107217e-08 |
93 | 0.999999854172484 | 2.91655031674864e-07 | 1.45827515837432e-07 |
94 | 0.999999776328289 | 4.47343422178657e-07 | 2.23671711089329e-07 |
95 | 0.999999636590817 | 7.26818366422755e-07 | 3.63409183211378e-07 |
96 | 0.99999970693279 | 5.86134421328627e-07 | 2.93067210664313e-07 |
97 | 0.999999491285812 | 1.01742837608735e-06 | 5.08714188043677e-07 |
98 | 0.99999926008028 | 1.47983943967698e-06 | 7.3991971983849e-07 |
99 | 0.999999382524575 | 1.23495085093433e-06 | 6.17475425467166e-07 |
100 | 0.999998974343516 | 2.05131296810263e-06 | 1.02565648405131e-06 |
101 | 0.999999203744738 | 1.5925105229205e-06 | 7.96255261460249e-07 |
102 | 0.999998598903705 | 2.80219259080988e-06 | 1.40109629540494e-06 |
103 | 0.999997772655703 | 4.45468859316497e-06 | 2.22734429658249e-06 |
104 | 0.999996232631749 | 7.53473650249206e-06 | 3.76736825124603e-06 |
105 | 0.99999712761163 | 5.74477673973872e-06 | 2.87238836986936e-06 |
106 | 0.999997517421597 | 4.96515680639081e-06 | 2.4825784031954e-06 |
107 | 0.99999570381422 | 8.5923715593601e-06 | 4.29618577968005e-06 |
108 | 0.999994940371873 | 1.01192562541707e-05 | 5.05962812708537e-06 |
109 | 0.999999305941645 | 1.38811671063978e-06 | 6.94058355319889e-07 |
110 | 0.999998758825777 | 2.48234844669864e-06 | 1.24117422334932e-06 |
111 | 0.999997910672756 | 4.17865448729338e-06 | 2.08932724364669e-06 |
112 | 0.999996402401208 | 7.19519758351076e-06 | 3.59759879175538e-06 |
113 | 0.999995631727094 | 8.73654581208904e-06 | 4.36827290604452e-06 |
114 | 0.999994964125658 | 1.00717486844336e-05 | 5.0358743422168e-06 |
115 | 0.999993790198578 | 1.241960284487e-05 | 6.20980142243498e-06 |
116 | 0.99999009432476 | 1.98113504793609e-05 | 9.90567523968044e-06 |
117 | 0.999983601657935 | 3.27966841308941e-05 | 1.6398342065447e-05 |
118 | 0.99998507251945 | 2.98549610993047e-05 | 1.49274805496523e-05 |
119 | 0.999980317274865 | 3.93654502706742e-05 | 1.96827251353371e-05 |
120 | 0.999993815544503 | 1.23689109940812e-05 | 6.18445549704062e-06 |
121 | 0.99999822856601 | 3.54286798047981e-06 | 1.7714339902399e-06 |
122 | 0.999996906165854 | 6.18766829289177e-06 | 3.09383414644589e-06 |
123 | 0.99999940520766 | 1.18958468107433e-06 | 5.94792340537166e-07 |
124 | 0.99999911963438 | 1.76073123977e-06 | 8.80365619884998e-07 |
125 | 0.999998561347942 | 2.87730411688838e-06 | 1.43865205844419e-06 |
126 | 0.999997360211226 | 5.27957754712031e-06 | 2.63978877356015e-06 |
127 | 0.999996029041555 | 7.94191688977783e-06 | 3.97095844488892e-06 |
128 | 0.999992948839715 | 1.4102320570906e-05 | 7.051160285453e-06 |
129 | 0.999987450141313 | 2.50997173744951e-05 | 1.25498586872475e-05 |
130 | 0.999990330151757 | 1.93396964858226e-05 | 9.66984824291132e-06 |
131 | 0.999991466215091 | 1.7067569817542e-05 | 8.53378490877102e-06 |
132 | 0.999999670586947 | 6.58826104949678e-07 | 3.29413052474839e-07 |
133 | 0.999999907694007 | 1.84611986309589e-07 | 9.23059931547945e-08 |
134 | 0.999999811287687 | 3.77424626322014e-07 | 1.88712313161007e-07 |
135 | 0.999999639824343 | 7.20351314320889e-07 | 3.60175657160444e-07 |
136 | 0.999999259402752 | 1.48119449536723e-06 | 7.40597247683616e-07 |
137 | 0.999998519865658 | 2.96026868484019e-06 | 1.48013434242009e-06 |
138 | 0.99999872824974 | 2.5435005193603e-06 | 1.27175025968015e-06 |
139 | 0.999997478520103 | 5.04295979493377e-06 | 2.52147989746688e-06 |
140 | 0.999996083758745 | 7.83248251027427e-06 | 3.91624125513713e-06 |
141 | 0.999993019556436 | 1.39608871282581e-05 | 6.98044356412905e-06 |
142 | 0.99998806545469 | 2.38690906208565e-05 | 1.19345453104282e-05 |
143 | 0.999986986462472 | 2.60270750557359e-05 | 1.30135375278679e-05 |
144 | 0.999984427600125 | 3.11447997500719e-05 | 1.55723998750359e-05 |
145 | 0.999971704243494 | 5.65915130113369e-05 | 2.82957565056685e-05 |
146 | 0.99995678245865 | 8.64350826980345e-05 | 4.32175413490173e-05 |
147 | 0.999932678741304 | 0.000134642517391619 | 6.73212586958095e-05 |
148 | 0.999880892135052 | 0.000238215729896018 | 0.000119107864948009 |
149 | 0.999787840326742 | 0.00042431934651653 | 0.000212159673258265 |
150 | 0.999617514483744 | 0.000764971032512279 | 0.000382485516256139 |
151 | 0.9998493476378 | 0.000301304724399842 | 0.000150652362199921 |
152 | 0.999712455653383 | 0.000575088693233726 | 0.000287544346616863 |
153 | 0.999566514174841 | 0.000866971650318149 | 0.000433485825159074 |
154 | 0.99983241634741 | 0.000335167305178293 | 0.000167583652589147 |
155 | 0.999689038637253 | 0.000621922725493728 | 0.000310961362746864 |
156 | 0.999814007731925 | 0.000371984536149627 | 0.000185992268074813 |
157 | 0.999663750902131 | 0.00067249819573742 | 0.00033624909786871 |
158 | 0.999343456042388 | 0.00131308791522317 | 0.000656543957611584 |
159 | 0.999054436399257 | 0.00189112720148552 | 0.000945563600742762 |
160 | 0.998550854880576 | 0.00289829023884858 | 0.00144914511942429 |
161 | 0.998007267417462 | 0.00398546516507678 | 0.00199273258253839 |
162 | 0.997326909092548 | 0.00534618181490398 | 0.00267309090745199 |
163 | 0.994901009309242 | 0.0101979813815162 | 0.00509899069075809 |
164 | 0.996192979518869 | 0.00761404096226288 | 0.00380702048113144 |
165 | 0.996594747568937 | 0.0068105048621261 | 0.00340525243106305 |
166 | 0.993103232630802 | 0.0137935347383959 | 0.00689676736919796 |
167 | 0.988736804597005 | 0.0225263908059898 | 0.0112631954029949 |
168 | 0.997981314564407 | 0.00403737087118552 | 0.00201868543559276 |
169 | 0.99493405355624 | 0.0101318928875198 | 0.00506594644375988 |
170 | 0.987866899404494 | 0.0242662011910119 | 0.012133100595506 |
171 | 0.973650040125042 | 0.0526999197499153 | 0.0263499598749577 |
172 | 0.97970639002528 | 0.0405872199494412 | 0.0202936099747206 |
173 | 0.957667775718366 | 0.0846644485632676 | 0.0423322242816338 |
174 | 0.90221805985498 | 0.195563880290039 | 0.0977819401450197 |
175 | 0.832347654021266 | 0.335304691957467 | 0.167652345978734 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 99 | 0.622641509433962 | NOK |
5% type I error level | 130 | 0.817610062893082 | NOK |
10% type I error level | 137 | 0.861635220125786 | NOK |