Multiple Linear Regression - Estimated Regression Equation |
Xt[t] = -6.60030865300791 + 0.301253887245413Yt[t] -0.04849535655044t + 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) | -6.60030865300791 | 4.178311 | -1.5797 | 0.11507 | 0.057535 |
Yt | 0.301253887245413 | 0.013941 | 21.6085 | 0 | 0 |
t | -0.04849535655044 | 0.006567 | -7.3851 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.753469402049493 |
R-squared | 0.56771613982482 |
Adjusted R-squared | 0.565294381504511 |
F-TEST (value) | 234.42311937731 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 357 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 12.4292065349432 |
Sum Squared Residuals | 55151.2075065138 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 87.28 | 70.1709372380218 | 17.1090627619782 |
2 | 87.28 | 77.7140398400558 | 9.56596015994421 |
3 | 87.09 | 83.60024606224 | 3.48975393776001 |
4 | 86.92 | 95.3910284744343 | -8.47102847443425 |
5 | 87.59 | 105.886419171473 | -18.2964191714733 |
6 | 90.72 | 111.652123838759 | -20.9321238387593 |
7 | 90.69 | 110.308236767054 | -19.6182367670536 |
8 | 90.3 | 108.000337256163 | -17.7003372561625 |
9 | 89.55 | 105.993691632517 | -16.4436916325169 |
10 | 88.94 | 104.077422175045 | -15.1374221750449 |
11 | 88.41 | 100.534381726448 | -12.1243817264477 |
12 | 87.82 | 98.8892407674966 | -11.0692407674966 |
13 | 87.07 | 97.1537236423718 | -10.0837236423718 |
14 | 86.82 | 96.0207142917379 | -9.20071429173788 |
15 | 86.4 | 95.1889588283494 | -8.78895882834937 |
16 | 86.02 | 91.525416824854 | -5.50541682485399 |
17 | 85.66 | 89.8501504771783 | -4.19015047717831 |
18 | 85.32 | 87.2108716903173 | -1.89087169031734 |
19 | 85 | 85.5356053426417 | -0.535605342641653 |
20 | 84.67 | 80.9984270661346 | 3.67157293386543 |
21 | 83.94 | 78.4193990567227 | 5.52060094327732 |
22 | 82.83 | 77.0453865962924 | 5.78461340370759 |
23 | 81.95 | 76.7257627412211 | 5.2242372587789 |
24 | 81.19 | 76.2253865538026 | 4.96461344619745 |
25 | 80.48 | 74.8814994820968 | 5.59850051790318 |
26 | 78.86 | 73.5978631878402 | 5.26213681215981 |
27 | 69.47 | 71.4405906205719 | -1.97059062057186 |
28 | 68.77 | 70.3377066586625 | -1.56770665866248 |
29 | 70.06 | 69.7168289163458 | 0.343171083654241 |
30 | 73.95 | 71.0842268298488 | 2.86577317015125 |
31 | 75.8 | 77.6633169926974 | -1.8633169926974 |
32 | 77.79 | 85.6281750368749 | -7.83817503687493 |
33 | 81.57 | 88.833221662575 | -7.26322166257496 |
34 | 83.07 | 90.260870353527 | -7.19087035352703 |
35 | 84.34 | 91.5077667121319 | -7.16776671213186 |
36 | 85.1 | 92.0617791300723 | -6.96177913007225 |
37 | 85.25 | 88.4283625153014 | -3.17836251530139 |
38 | 84.26 | 90.0668889273253 | -5.80688892732526 |
39 | 83.63 | 87.9096163600569 | -4.27961636005694 |
40 | 86.44 | 86.2644754011058 | 0.175524598894189 |
41 | 85.3 | 86.8184878190462 | -1.5184878190462 |
42 | 84.1 | 86.0771085218313 | -1.97710852183131 |
43 | 83.36 | 88.1072649872742 | -4.74726498727422 |
44 | 82.48 | 87.124882580263 | -4.64488258026299 |
45 | 81.58 | 83.762594464013 | -2.18259446401302 |
46 | 80.47 | 81.9367011727146 | -1.46670117271465 |
47 | 79.34 | 77.7309021721775 | 1.60909782782249 |
48 | 82.13 | 74.730118720622 | 7.39988127937797 |
49 | 81.69 | 73.6874855361617 | 8.00251446383828 |
50 | 80.7 | 68.9394295385829 | 11.7605704614171 |
51 | 79.88 | 67.2340378021827 | 12.6459621978173 |
52 | 79.16 | 66.4926585049677 | 12.6673414950322 |
53 | 78.38 | 65.6609030415792 | 12.7190969584208 |
54 | 77.42 | 65.9437869609988 | 11.4762130390012 |
55 | 76.47 | 64.8710283878139 | 11.5989716121861 |
56 | 75.46 | 64.3405268116708 | 11.1194731883292 |
57 | 74.48 | 64.0209029565995 | 10.4590970434005 |
58 | 78.27 | 64.0929091549472 | 14.1770908450528 |
59 | 80.7 | 63.0804013592115 | 17.6195986407885 |
60 | 79.91 | 65.7431909878697 | 14.1668090121303 |
61 | 78.75 | 65.1524386342776 | 13.5975613657224 |
62 | 77.78 | 68.5382375923248 | 9.24176240767519 |
63 | 81.14 | 68.8211215117443 | 12.3188784882557 |
64 | 81.08 | 68.8630023213675 | 12.2169976786325 |
65 | 80.03 | 68.9651339084398 | 11.0648660915602 |
66 | 78.91 | 68.3743815548476 | 10.5356184451524 |
67 | 78.01 | 67.4522499252855 | 10.5577500747145 |
68 | 76.9 | 67.7953846221541 | 9.10461537784595 |
69 | 75.97 | 67.32513382346 | 8.64486617653995 |
70 | 81.93 | 66.5837545262451 | 15.3462454737549 |
71 | 80.27 | 66.2641306711738 | 14.0058693288261 |
72 | 78.67 | 66.3662622582461 | 12.3037377417539 |
73 | 77.42 | 66.8298985100129 | 10.5901014899871 |
74 | 76.16 | 67.2634093730551 | 8.8965906269449 |
75 | 74.7 | 67.2751647939537 | 7.42483520604627 |
76 | 76.39 | 65.9915284996971 | 10.3984715003029 |
77 | 76.04 | 65.8225315882485 | 10.2174684117515 |
78 | 74.65 | 65.5330331219017 | 9.11696687809828 |
79 | 73.29 | 65.0929077119322 | 8.19709228806776 |
80 | 71.79 | 65.4962931862499 | 6.29370681375008 |
81 | 74.39 | 64.7850392777596 | 9.60496072224042 |
82 | 74.91 | 65.0377978084546 | 9.87220219154544 |
83 | 74.54 | 65.7123117812931 | 8.8276882187069 |
84 | 73.08 | 65.0010578728028 | 8.07894212719724 |
85 | 72.75 | 66.2780796201321 | 6.47192037986787 |
86 | 71.32 | 67.8864806434315 | 3.43351935656852 |
87 | 70.38 | 67.1752267349411 | 3.20477326505889 |
88 | 70.35 | 67.4279852656361 | 2.92201473436391 |
89 | 70.01 | 67.7711199625047 | 2.23888003749533 |
90 | 69.36 | 68.7770132113132 | 0.582986788686815 |
91 | 67.77 | 69.4515271841517 | -1.68152718415175 |
92 | 69.26 | 69.1921541065295 | 0.0678458934705032 |
93 | 69.8 | 69.5352888033981 | 0.264711196601896 |
94 | 68.38 | 69.7579219453685 | -1.37792194536855 |
95 | 67.62 | 69.3780473128481 | -1.75804731284814 |
96 | 68.39 | 69.6308058435431 | -1.24080584354311 |
97 | 66.95 | 69.5823104869927 | -2.63231048699267 |
98 | 65.21 | 70.1363229049331 | -4.92632290493307 |
99 | 66.64 | 70.2083291032808 | -3.56832910328078 |
100 | 63.45 | 69.918830636934 | -6.46883063693402 |
101 | 60.66 | 69.6293321705872 | -8.96933217058725 |
102 | 62.34 | 69.7314637576595 | -7.39146375765951 |
103 | 60.32 | 69.7733445672827 | -9.4533445672827 |
104 | 58.64 | 68.1583289970561 | -9.5183289970561 |
105 | 60.46 | 67.7483289758112 | -7.28832897581117 |
106 | 58.59 | 68.0312128952307 | -9.44121289523069 |
107 | 61.87 | 67.6513382627103 | -5.7813382627103 |
108 | 61.85 | 65.2530625856456 | -3.40306258564564 |
109 | 67.44 | 71.3200211401771 | -3.88002114017707 |
110 | 77.06 | 96.5467269235168 | -19.4867269235167 |
111 | 91.74 | 102.643810866773 | -10.9038108667727 |
112 | 93.15 | 100.546789076953 | -7.39678907695346 |
113 | 94.15 | 99.3234035601459 | -5.17340356014592 |
114 | 93.11 | 98.3108957644102 | -5.20089576441018 |
115 | 91.51 | 96.0632470309682 | -4.55324703096821 |
116 | 89.96 | 91.9478241966047 | -1.98782419660472 |
117 | 88.16 | 85.9947526500442 | 2.16524734995582 |
118 | 86.98 | 85.4341256851765 | 1.54587431482347 |
119 | 88.03 | 86.4701443227096 | 1.55985567729041 |
120 | 86.24 | 86.2408966338119 | -0.000896633811902368 |
121 | 84.65 | 85.2585142268007 | -0.608514226800665 |
122 | 83.23 | 82.8301131610115 | 0.399886838988525 |
123 | 81.7 | 81.0945960358867 | 0.605403964113281 |
124 | 80.25 | 78.2143141392294 | 2.03568586077059 |
125 | 78.8 | 75.2135306876739 | 3.58646931232607 |
126 | 77.51 | 74.7734052777044 | 2.73659472229556 |
127 | 76.2 | 73.8211482594178 | 2.37885174058224 |
128 | 75.04 | 70.8504901965868 | 4.18950980341318 |
129 | 74 | 71.9768850002935 | 2.02311499970649 |
130 | 75.49 | 73.8564145221137 | 1.63358547788629 |
131 | 77.14 | 70.1928725186183 | 6.94712748138169 |
132 | 76.15 | 69.2104901116071 | 6.93950988839292 |
133 | 76.27 | 72.2046590162353 | 4.06534098376468 |
134 | 78.19 | 72.2465398258585 | 5.94346017414149 |
135 | 76.49 | 70.2398942022129 | 6.25010579778711 |
136 | 77.31 | 72.5110537774521 | 4.79894622254788 |
137 | 76.65 | 71.9203014238599 | 4.72969857614007 |
138 | 74.99 | 71.4199252364414 | 3.57007476355862 |
139 | 73.51 | 73.2392039808125 | 0.270796019187518 |
140 | 72.07 | 71.8953169091068 | 0.174683090893205 |
141 | 70.59 | 72.1179500510772 | -1.52795005107721 |
142 | 71.96 | 72.5213355253949 | -0.561335525394897 |
143 | 76.29 | 73.5874795516525 | 2.70252044834753 |
144 | 74.86 | 74.5331220230119 | 0.3268779769881 |
145 | 74.93 | 75.6595168267186 | -0.729516826718554 |
146 | 71.9 | 78.2620556779277 | -6.36205567792775 |
147 | 71.01 | 77.8219302679583 | -6.81193026795827 |
148 | 77.47 | 80.062964454473 | -2.59296445447298 |
149 | 75.78 | 81.4604877567005 | -5.68048775670052 |
150 | 76.6 | 81.5324939550482 | -4.93249395504825 |
151 | 76.07 | 83.2312711445212 | -7.1612711445212 |
152 | 74.57 | 81.5560047968455 | -6.98600479684554 |
153 | 73.02 | 79.3083560634036 | -6.28835606340358 |
154 | 72.65 | 77.4523373833807 | -4.80233738338066 |
155 | 73.16 | 73.3369145490172 | -0.176914549017158 |
156 | 71.53 | 74.3126824091011 | -2.78268240910111 |
157 | 69.78 | 73.6616792780599 | -3.88167927805984 |
158 | 67.98 | 75.0592025802874 | -7.07920258028739 |
159 | 69.96 | 72.7814284581209 | -2.82142845812091 |
160 | 72.16 | 72.5521807692232 | -0.392180769223213 |
161 | 70.47 | 74.1003310150735 | -3.63033101507346 |
162 | 68.86 | 75.2267258187801 | -6.36672581878012 |
163 | 67.37 | 77.4978853940194 | -10.1278853940194 |
164 | 65.87 | 76.6360045419063 | -10.7660045419063 |
165 | 72.16 | 76.5272584079068 | -4.36725840790679 |
166 | 71.34 | 76.6293899949791 | -5.28938999497905 |
167 | 69.93 | 74.0202365968426 | -4.0902365968426 |
168 | 68.44 | 73.851239685394 | -5.41123968539401 |
169 | 67.16 | 73.9232458837417 | -6.76324588374173 |
170 | 66.01 | 74.6580106340294 | -8.64801063402936 |
171 | 67.25 | 72.2898603456892 | -5.03986034568923 |
172 | 70.91 | 73.145126650875 | -2.23512665087503 |
173 | 69.75 | 71.7409888017202 | -1.99098880172024 |
174 | 68.59 | 71.3008633917508 | -2.71086339175077 |
175 | 67.48 | 69.4147193230033 | -1.93471932300331 |
176 | 66.31 | 66.926067479765 | -0.616067479765019 |
177 | 64.81 | 65.9135596840293 | -1.10355968402926 |
178 | 66.58 | 66.2868197696224 | 0.293180230377586 |
179 | 65.97 | 65.2441865851621 | 0.725813414837892 |
180 | 64.7 | 63.7496725698337 | 0.95032743016632 |
181 | 64.7 | 64.9965689284385 | -0.296568928438519 |
182 | 60.94 | 65.5505813463789 | -4.61058134637891 |
183 | 59.08 | 63.7849388325296 | -4.70493883252962 |
184 | 58.42 | 63.1640610902129 | -4.74406109021288 |
185 | 57.77 | 64.5615843924404 | -6.79158439244043 |
186 | 57.11 | 63.458700430531 | -6.34870043053104 |
187 | 53.31 | 64.2235905695432 | -10.9135905695432 |
188 | 49.96 | 63.0002050527357 | -13.0402050527357 |
189 | 49.4 | 60.6621801531201 | -11.2621801531201 |
190 | 48.84 | 59.2580423039653 | -10.4180423039653 |
191 | 48.3 | 56.1668826862362 | -7.86688268623619 |
192 | 47.74 | 55.3050018341231 | -7.56500183412314 |
193 | 47.24 | 54.8950018128782 | -7.65500181287819 |
194 | 46.76 | 57.8590453287819 | -11.0990453287819 |
195 | 46.29 | 58.1118038594769 | -11.8218038594769 |
196 | 48.9 | 58.5151893337945 | -9.61518933379454 |
197 | 49.23 | 59.5813333600521 | -10.3513333600521 |
198 | 48.53 | 60.105220389268 | -11.575220389268 |
199 | 48.03 | 60.5086058635857 | -12.4786058635856 |
200 | 54.34 | 59.0140918482572 | -4.67409184825723 |
201 | 53.79 | 58.754718770635 | -4.964718770635 |
202 | 53.24 | 56.3564430935703 | -3.11644309357034 |
203 | 52.96 | 56.8502047340616 | -3.89020473406165 |
204 | 52.17 | 58.2176026475646 | -6.04760264756464 |
205 | 51.7 | 59.6753767272413 | -7.97537672724127 |
206 | 58.55 | 59.5967559819663 | -1.04675598196629 |
207 | 78.2 | 59.1265051832723 | 19.0734948167277 |
208 | 77.03 | 59.1081352154464 | 17.9218647845536 |
209 | 76.19 | 59.6320222446622 | 16.5579777553378 |
210 | 77.15 | 61.4814263777579 | 15.6685736222421 |
211 | 75.87 | 83.8160948435416 | -7.94609484354159 |
212 | 95.47 | 118.080417244244 | -22.6104172442436 |
213 | 109.67 | 117.369163335753 | -7.69916333575329 |
214 | 112.28 | 117.079664869407 | -4.79966486940652 |
215 | 112.01 | 117.995181952041 | -5.98518195204139 |
216 | 107.93 | 114.934147723037 | -7.00414772303682 |
217 | 105.96 | 115.367658586079 | -9.40765858607906 |
218 | 105.06 | 110.378599478704 | -5.31859947870383 |
219 | 102.98 | 106.534305142861 | -3.5543051428612 |
220 | 102.2 | 105.762800456922 | -3.56280045692177 |
221 | 105.23 | 105.202173492054 | 0.027826507945873 |
222 | 101.85 | 104.912675025707 | -3.06267502570736 |
223 | 99.89 | 103.900167229972 | -4.0101672299716 |
224 | 96.23 | 104.57468120281 | -8.34468120281016 |
225 | 94.76 | 102.86928946641 | -8.10928946640994 |
226 | 91.51 | 98.8743681869446 | -7.36436818694459 |
227 | 91.63 | 97.2894780054425 | -5.65947800544255 |
228 | 91.54 | 95.3732085479705 | -3.83320854797055 |
229 | 85.23 | 90.0527701646254 | -4.82277016462539 |
230 | 87.83 | 90.395904861494 | -2.565904861494 |
231 | 87.38 | 89.1423939559619 | -1.76239395596191 |
232 | 84.44 | 88.401014658747 | -3.96101465874702 |
233 | 85.19 | 85.8521120380596 | -0.662112038059649 |
234 | 84.03 | 85.622864349162 | -1.59286434916197 |
235 | 86.73 | 83.8270964465881 | 2.90290355341187 |
236 | 102.52 | 84.0798549772831 | 18.4401450227169 |
237 | 104.45 | 82.3142124634338 | 22.1357875365662 |
238 | 106.98 | 82.5970963828533 | 24.3829036171467 |
239 | 107.02 | 80.7109523141059 | 26.3090476858941 |
240 | 99.26 | 81.3854662869444 | 17.8745337130556 |
241 | 94.45 | 81.1260932093222 | 13.3239067906778 |
242 | 113.44 | 81.5596040723644 | 31.8803959276356 |
243 | 157.33 | 87.415684905824 | 69.914315094176 |
244 | 147.38 | 98.8750880420484 | 48.5049119579516 |
245 | 171.89 | 105.303551261274 | 66.5864487387257 |
246 | 171.95 | 114.865054907853 | 57.0849450921475 |
247 | 132.71 | 120.84163729621 | 11.8683627037897 |
248 | 126.02 | 122.028282877366 | 3.99171712263391 |
249 | 121.18 | 120.41326730714 | 0.766732692860499 |
250 | 115.45 | 113.586559487567 | 1.86344051243271 |
251 | 110.48 | 110.856904534533 | -0.376904534532676 |
252 | 117.85 | 106.530603979097 | 11.3193960209026 |
253 | 117.63 | 102.385055756009 | 15.2449442439907 |
254 | 124.65 | 100.770040185783 | 23.8799598142173 |
255 | 109.59 | 102.529068152705 | 7.06093184729523 |
256 | 111.27 | 100.251294030538 | 11.0187059694617 |
257 | 99.78 | 97.7626421873 | 2.0173578127 |
258 | 98.21 | 94.9426110680918 | 3.26738893190822 |
259 | 99.2 | 94.4422348806732 | 4.75776511932679 |
260 | 97.97 | 92.3753384795785 | 5.59466152042151 |
261 | 89.55 | 89.7963104701666 | -0.246310470166598 |
262 | 87.91 | 86.2231446328448 | 1.68685536715516 |
263 | 93.34 | 85.542016113079 | 7.79798388692098 |
264 | 94.42 | 84.4090067624451 | 10.0109932375549 |
265 | 93.2 | 84.0291321299247 | 9.1708678700753 |
266 | 90.29 | 83.7697590523025 | 6.52024094769753 |
267 | 91.46 | 85.16728235453 | 6.29271764546997 |
268 | 89.98 | 84.8175331107342 | 5.16246688926583 |
269 | 88.35 | 85.6426740271954 | 2.70732597280457 |
270 | 88.41 | 83.3648999050289 | 5.04510009497106 |
271 | 82.44 | 83.2862791597539 | -0.846279159753948 |
272 | 79.89 | 83.4787869129998 | -3.58878691299984 |
273 | 75.69 | 82.3759029510905 | -6.68590295109046 |
274 | 75.66 | 85.0085671910242 | -9.34856719102419 |
275 | 84.5 | 80.5918904694153 | 3.90810953058474 |
276 | 96.73 | 80.8446490001102 | 15.8853509998898 |
277 | 87.48 | 86.6103536673963 | 0.869646332603747 |
278 | 82.39 | 90.689036566108 | -8.29903656610796 |
279 | 83.48 | 89.3150241056777 | -5.83502410567771 |
280 | 79.31 | 87.7903847016247 | -8.48038470162474 |
281 | 78.16 | 86.1452437426736 | -7.98524374267364 |
282 | 72.77 | 83.0842095136691 | -10.3142095136691 |
283 | 72.45 | 83.4875949879867 | -11.0375949879867 |
284 | 68.46 | 83.3788488539872 | -14.9188488539872 |
285 | 67.62 | 80.1671876813599 | -12.5471876813599 |
286 | 68.76 | 79.4559337728696 | -10.6959337728696 |
287 | 70.07 | 77.1781596507031 | -7.10815965070312 |
288 | 68.55 | 76.1957772436919 | -7.64577724369189 |
289 | 65.3 | 76.5087865518359 | -11.2087865518359 |
290 | 58.96 | 76.2494134742137 | -17.2894134742137 |
291 | 59.17 | 75.8394134529688 | -16.6694134529688 |
292 | 62.37 | 73.4712631646287 | -11.1012631646287 |
293 | 66.28 | 72.4888807576174 | -6.20888075761744 |
294 | 55.62 | 74.2177833358149 | -18.5977833358149 |
295 | 55.23 | 72.3918900445166 | -17.1618900445166 |
296 | 55.85 | 70.8069998630145 | -14.9569998630145 |
297 | 56.75 | 70.1258713432487 | -13.3758713432487 |
298 | 50.89 | 69.7761220994529 | -18.8861220994529 |
299 | 53.88 | 68.9142412473398 | -15.0342412473398 |
300 | 52.95 | 66.6063417364488 | -13.6563417364488 |
301 | 55.08 | 67.2507303205628 | -12.1707303205628 |
302 | 53.61 | 67.5034888512578 | -13.8934888512578 |
303 | 58.78 | 64.8340846756722 | -6.05408467567222 |
304 | 61.85 | 68.3102597998931 | -6.46025979989311 |
305 | 55.91 | 69.3161530487016 | -13.4061530487016 |
306 | 53.32 | 67.0685043152597 | -13.7485043152597 |
307 | 46.41 | 68.1948991189663 | -21.7848991189663 |
308 | 44.57 | 66.7003851036379 | -22.1303851036379 |
309 | 50 | 66.4108866372911 | -16.4108866372911 |
310 | 50 | 64.8862472332382 | -14.8862472332382 |
311 | 53.36 | 65.1390057639331 | -11.7790057639331 |
312 | 46.23 | 63.7649933035029 | -17.5349933035029 |
313 | 50.45 | 68.5666855316036 | -18.1166855316036 |
314 | 49.07 | 66.2587860207126 | -17.1887860207126 |
315 | 45.85 | 66.481419162683 | -20.631419162683 |
316 | 48.45 | 68.6923279604732 | -20.2423279604731 |
317 | 49.96 | 66.5049300044803 | -16.5449300044803 |
318 | 46.53 | 66.2756823155826 | -19.7456823155826 |
319 | 50.51 | 66.6188170124512 | -16.1088170124512 |
320 | 47.58 | 65.8774377152363 | -18.2974377152363 |
321 | 48.05 | 65.7686915812368 | -17.7186915812368 |
322 | 46.84 | 62.8884096845795 | -16.0484096845795 |
323 | 47.67 | 61.4541464467001 | -13.7841464467001 |
324 | 49.16 | 64.2976884077056 | -15.1376884077056 |
325 | 55.54 | 64.7613246594724 | -9.2213246594724 |
326 | 55.82 | 63.6283153088385 | -7.80831530883849 |
327 | 58.22 | 65.8693494953532 | -7.64934949535317 |
328 | 56.19 | 65.0978448094137 | -8.90784480941375 |
329 | 57.77 | 62.7296945210736 | -4.95969452107363 |
330 | 63.19 | 60.2410426778353 | 2.94895732216465 |
331 | 54.76 | 64.0485970780262 | -9.28859707802619 |
332 | 55.74 | 64.0001017214758 | -8.26010172147575 |
333 | 62.54 | 63.8311048100271 | -1.29110481002714 |
334 | 61.39 | 62.7583462368423 | -1.3683462368423 |
335 | 69.6 | 60.8420767793703 | 8.75792322062969 |
336 | 79.23 | 60.7333306453708 | 18.4966693546292 |
337 | 80 | 68.9090664106201 | 11.0909335893799 |
338 | 93.68 | 65.5769036830947 | 28.1030963169053 |
339 | 107.63 | 67.6070601485376 | 40.0229398514624 |
340 | 100.18 | 74.5175295873562 | 25.6624704126438 |
341 | 97.3 | 77.1501938272899 | 20.1498061727101 |
342 | 90.45 | 79.7226072897745 | 10.7273927102255 |
343 | 80.64 | 77.2038300578117 | 3.43616994218829 |
344 | 80.58 | 81.6138922324934 | -1.03389223249339 |
345 | 75.82 | 80.511008270584 | -4.69100827058401 |
346 | 85.59 | 80.4625129140336 | 5.12748708596644 |
347 | 89.35 | 75.7747076939038 | 13.5752923060962 |
348 | 89.42 | 73.9789397913299 | 15.4410602086701 |
349 | 104.73 | 73.8400682686059 | 30.8899317313941 |
350 | 95.32 | 72.044300366032 | 23.275699633968 |
351 | 89.27 | 75.8217293774983 | 13.4482706225016 |
352 | 90.44 | 75.502105522427 | 14.937894477573 |
353 | 86.97 | 77.1707573231754 | 9.79924267682457 |
354 | 79.98 | 71.3683127202376 | 8.61168727976238 |
355 | 81.22 | 71.199315808789 | 10.020684191211 |
356 | 87.35 | 72.4160867786693 | 14.9339132213307 |
357 | 83.64 | 71.6747074814544 | 11.9652925185456 |
358 | 82.22 | 70.571823519545 | 11.648176480455 |
359 | 94.4 | 71.1258359374854 | 23.2741640625146 |
360 | 102.18 | 69.7216980883306 | 32.4583019116694 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.00183865299333642 | 0.00367730598667284 | 0.998161347006664 |
7 | 0.000167286940894822 | 0.000334573881789644 | 0.999832713059105 |
8 | 1.96306162886165e-05 | 3.92612325772331e-05 | 0.999980369383711 |
9 | 2.69294940133285e-06 | 5.38589880266571e-06 | 0.999997307050599 |
10 | 3.41722899813938e-07 | 6.83445799627876e-07 | 0.9999996582771 |
11 | 3.65414010547009e-08 | 7.30828021094018e-08 | 0.999999963458599 |
12 | 3.86260933810568e-09 | 7.72521867621136e-09 | 0.999999996137391 |
13 | 4.41822685045396e-10 | 8.83645370090793e-10 | 0.999999999558177 |
14 | 4.10692166165807e-11 | 8.21384332331614e-11 | 0.999999999958931 |
15 | 3.70677888650063e-12 | 7.41355777300126e-12 | 0.999999999996293 |
16 | 2.84176755957145e-13 | 5.68353511914291e-13 | 0.999999999999716 |
17 | 2.07511302609706e-14 | 4.15022605219412e-14 | 0.999999999999979 |
18 | 1.43538413084236e-15 | 2.87076826168472e-15 | 0.999999999999999 |
19 | 9.59909881932816e-17 | 1.91981976386563e-16 | 1 |
20 | 6.71252990582156e-18 | 1.34250598116431e-17 | 1 |
21 | 4.24788367808177e-19 | 8.49576735616354e-19 | 1 |
22 | 3.93341396444855e-20 | 7.8668279288971e-20 | 1 |
23 | 7.12971898811025e-21 | 1.42594379762205e-20 | 1 |
24 | 1.99494663245671e-21 | 3.98989326491341e-21 | 1 |
25 | 5.93758058297187e-22 | 1.18751611659437e-21 | 1 |
26 | 1.07107307386128e-21 | 2.14214614772256e-21 | 1 |
27 | 4.38481406745259e-14 | 8.76962813490518e-14 | 0.999999999999956 |
28 | 2.53035858013932e-12 | 5.06071716027864e-12 | 0.99999999999747 |
29 | 4.04460794946152e-12 | 8.08921589892304e-12 | 0.999999999995955 |
30 | 1.06257989360539e-12 | 2.12515978721078e-12 | 0.999999999998937 |
31 | 2.48725608036259e-13 | 4.97451216072518e-13 | 0.999999999999751 |
32 | 5.95407221467121e-14 | 1.19081444293424e-13 | 0.99999999999994 |
33 | 3.04451685257978e-14 | 6.08903370515956e-14 | 0.99999999999997 |
34 | 2.19420300175656e-14 | 4.38840600351311e-14 | 0.999999999999978 |
35 | 1.9085058522566e-14 | 3.81701170451319e-14 | 0.999999999999981 |
36 | 1.62599334080939e-14 | 3.25198668161879e-14 | 0.999999999999984 |
37 | 1.68521735184528e-14 | 3.37043470369056e-14 | 0.999999999999983 |
38 | 8.06794325924481e-15 | 1.61358865184896e-14 | 0.999999999999992 |
39 | 3.4920428335025e-15 | 6.984085667005e-15 | 0.999999999999997 |
40 | 4.81072724368583e-15 | 9.62145448737165e-15 | 0.999999999999995 |
41 | 2.93696991910836e-15 | 5.87393983821673e-15 | 0.999999999999997 |
42 | 1.20835721298687e-15 | 2.41671442597374e-15 | 0.999999999999999 |
43 | 3.71915308899389e-16 | 7.43830617798777e-16 | 1 |
44 | 1.05534102342502e-16 | 2.11068204685003e-16 | 1 |
45 | 2.96175911345293e-17 | 5.92351822690585e-17 | 1 |
46 | 7.83368190483427e-18 | 1.56673638096685e-17 | 1 |
47 | 2.0609585463192e-18 | 4.1219170926384e-18 | 1 |
48 | 1.27733010584223e-18 | 2.55466021168445e-18 | 1 |
49 | 6.74563766258003e-19 | 1.34912753251601e-18 | 1 |
50 | 3.8296887155583e-19 | 7.6593774311166e-19 | 1 |
51 | 1.78310284441571e-19 | 3.56620568883143e-19 | 1 |
52 | 6.79381535506233e-20 | 1.35876307101247e-19 | 1 |
53 | 2.23234909112231e-20 | 4.46469818224463e-20 | 1 |
54 | 6.21555382953874e-21 | 1.24311076590775e-20 | 1 |
55 | 1.65996588929687e-21 | 3.31993177859373e-21 | 1 |
56 | 4.40680623304187e-22 | 8.81361246608375e-22 | 1 |
57 | 1.22772534811878e-22 | 2.45545069623756e-22 | 1 |
58 | 4.46438841697551e-23 | 8.92877683395103e-23 | 1 |
59 | 4.06206970568894e-23 | 8.12413941137788e-23 | 1 |
60 | 1.79841482206778e-23 | 3.59682964413555e-23 | 1 |
61 | 6.04533538842114e-24 | 1.20906707768423e-23 | 1 |
62 | 1.56675872798453e-24 | 3.13351745596906e-24 | 1 |
63 | 7.07302966216791e-25 | 1.41460593243358e-24 | 1 |
64 | 2.96937623472527e-25 | 5.93875246945055e-25 | 1 |
65 | 9.29355266754055e-26 | 1.85871053350811e-25 | 1 |
66 | 2.53199697359254e-26 | 5.06399394718508e-26 | 1 |
67 | 6.66559382135193e-27 | 1.33311876427039e-26 | 1 |
68 | 1.78868842617205e-27 | 3.57737685234411e-27 | 1 |
69 | 5.21752647598435e-28 | 1.04350529519687e-27 | 1 |
70 | 3.9377288216874e-28 | 7.8754576433748e-28 | 1 |
71 | 1.5828567863187e-28 | 3.1657135726374e-28 | 1 |
72 | 4.56334538249784e-29 | 9.12669076499568e-29 | 1 |
73 | 1.22979984185683e-29 | 2.45959968371366e-29 | 1 |
74 | 3.71330109447383e-30 | 7.42660218894767e-30 | 1 |
75 | 1.51249625283963e-30 | 3.02499250567925e-30 | 1 |
76 | 4.21959187151507e-31 | 8.43918374303015e-31 | 1 |
77 | 1.20395228745432e-31 | 2.40790457490863e-31 | 1 |
78 | 4.18528394843127e-32 | 8.37056789686254e-32 | 1 |
79 | 1.97764579300562e-32 | 3.95529158601124e-32 | 1 |
80 | 1.60513324285376e-32 | 3.21026648570753e-32 | 1 |
81 | 5.13180523369182e-33 | 1.02636104673836e-32 | 1 |
82 | 1.52049929582211e-33 | 3.04099859164422e-33 | 1 |
83 | 4.7018540716858e-34 | 9.40370814337159e-34 | 1 |
84 | 1.86791483581757e-34 | 3.73582967163513e-34 | 1 |
85 | 8.31727314775567e-35 | 1.66345462955113e-34 | 1 |
86 | 6.76359706675071e-35 | 1.35271941335014e-34 | 1 |
87 | 6.73747544688478e-35 | 1.34749508937696e-34 | 1 |
88 | 5.78605334152153e-35 | 1.15721066830431e-34 | 1 |
89 | 5.04218607276187e-35 | 1.00843721455237e-34 | 1 |
90 | 5.46794621970316e-35 | 1.09358924394063e-34 | 1 |
91 | 1.17481035645019e-34 | 2.34962071290038e-34 | 1 |
92 | 8.68067134698196e-35 | 1.73613426939639e-34 | 1 |
93 | 4.61761249814369e-35 | 9.23522499628739e-35 | 1 |
94 | 3.74715825325429e-35 | 7.49431650650858e-35 | 1 |
95 | 3.39537339527014e-35 | 6.79074679054029e-35 | 1 |
96 | 1.93519309075569e-35 | 3.87038618151138e-35 | 1 |
97 | 1.65568379697249e-35 | 3.31136759394498e-35 | 1 |
98 | 2.6981312168634e-35 | 5.3962624337268e-35 | 1 |
99 | 1.81005469503891e-35 | 3.62010939007782e-35 | 1 |
100 | 4.25879844784226e-35 | 8.51759689568453e-35 | 1 |
101 | 3.4897656951268e-34 | 6.97953139025359e-34 | 1 |
102 | 6.45290905474183e-34 | 1.29058181094837e-33 | 1 |
103 | 2.44787556301439e-33 | 4.89575112602877e-33 | 1 |
104 | 1.35648083405882e-32 | 2.71296166811765e-32 | 1 |
105 | 1.95251607749465e-32 | 3.9050321549893e-32 | 1 |
106 | 5.04207156462179e-32 | 1.00841431292436e-31 | 1 |
107 | 2.93309099360862e-32 | 5.86618198721724e-32 | 1 |
108 | 1.47927495383602e-32 | 2.95854990767204e-32 | 1 |
109 | 4.53602289148313e-33 | 9.07204578296627e-33 | 1 |
110 | 1.18720290216928e-32 | 2.37440580433856e-32 | 1 |
111 | 3.66716077606467e-29 | 7.33432155212935e-29 | 1 |
112 | 8.6910751737008e-27 | 1.73821503474016e-26 | 1 |
113 | 4.6922796389241e-25 | 9.38455927784821e-25 | 1 |
114 | 4.70800257849355e-24 | 9.4160051569871e-24 | 1 |
115 | 1.6933374367111e-23 | 3.3866748734222e-23 | 1 |
116 | 3.9551219550662e-23 | 7.91024391013241e-23 | 1 |
117 | 8.2627711720601e-23 | 1.65255423441202e-22 | 1 |
118 | 1.11863255285053e-22 | 2.23726510570106e-22 | 1 |
119 | 1.55394152957233e-22 | 3.10788305914467e-22 | 1 |
120 | 1.33264881952345e-22 | 2.66529763904691e-22 | 1 |
121 | 8.80122783207468e-23 | 1.76024556641494e-22 | 1 |
122 | 5.31412825381053e-23 | 1.06282565076211e-22 | 1 |
123 | 2.83871971239771e-23 | 5.67743942479542e-23 | 1 |
124 | 1.4773744402209e-23 | 2.95474888044179e-23 | 1 |
125 | 7.66214394775199e-24 | 1.5324287895504e-23 | 1 |
126 | 3.53844984069128e-24 | 7.07689968138257e-24 | 1 |
127 | 1.53336406379056e-24 | 3.06672812758112e-24 | 1 |
128 | 6.91956177220491e-25 | 1.38391235444098e-24 | 1 |
129 | 2.84347556782752e-25 | 5.68695113565503e-25 | 1 |
130 | 1.17145793941161e-25 | 2.34291587882323e-25 | 1 |
131 | 6.90513127439586e-26 | 1.38102625487917e-25 | 1 |
132 | 3.83117719423422e-26 | 7.66235438846843e-26 | 1 |
133 | 1.7638144339495e-26 | 3.527628867899e-26 | 1 |
134 | 1.00753226496309e-26 | 2.01506452992617e-26 | 1 |
135 | 5.35082631736362e-27 | 1.07016526347272e-26 | 1 |
136 | 2.65552165762706e-27 | 5.31104331525412e-27 | 1 |
137 | 1.27325767730148e-27 | 2.54651535460297e-27 | 1 |
138 | 5.48696334103756e-28 | 1.09739266820751e-27 | 1 |
139 | 2.18197444422983e-28 | 4.36394888845965e-28 | 1 |
140 | 8.92091006046482e-29 | 1.78418201209296e-28 | 1 |
141 | 3.94090879154986e-29 | 7.88181758309973e-29 | 1 |
142 | 1.59582189336571e-29 | 3.19164378673142e-29 | 1 |
143 | 6.8280063390152e-30 | 1.36560126780304e-29 | 1 |
144 | 2.62772760927972e-30 | 5.25545521855945e-30 | 1 |
145 | 9.90338330327752e-31 | 1.9806766606555e-30 | 1 |
146 | 4.77685015420477e-31 | 9.55370030840955e-31 | 1 |
147 | 2.47061452147121e-31 | 4.94122904294242e-31 | 1 |
148 | 9.08515930221435e-32 | 1.81703186044287e-31 | 1 |
149 | 3.41695981800406e-32 | 6.83391963600811e-32 | 1 |
150 | 1.24020574166672e-32 | 2.48041148333344e-32 | 1 |
151 | 4.78016552496836e-33 | 9.56033104993672e-33 | 1 |
152 | 1.90553915741853e-33 | 3.81107831483706e-33 | 1 |
153 | 7.7766727643268e-34 | 1.55533455286536e-33 | 1 |
154 | 2.99471497099105e-34 | 5.98942994198209e-34 | 1 |
155 | 1.08335549489662e-34 | 2.16671098979323e-34 | 1 |
156 | 4.04544567533294e-35 | 8.09089135066588e-35 | 1 |
157 | 1.68145765337204e-35 | 3.36291530674409e-35 | 1 |
158 | 9.66296170449696e-36 | 1.93259234089939e-35 | 1 |
159 | 3.70567639130712e-36 | 7.41135278261425e-36 | 1 |
160 | 1.31290969836741e-36 | 2.62581939673482e-36 | 1 |
161 | 4.9269678369661e-37 | 9.85393567393221e-37 | 1 |
162 | 2.29141861272295e-37 | 4.58283722544589e-37 | 1 |
163 | 1.67995512878298e-37 | 3.35991025756595e-37 | 1 |
164 | 1.5233349379131e-37 | 3.04666987582619e-37 | 1 |
165 | 5.26262742044107e-38 | 1.05252548408821e-37 | 1 |
166 | 1.88109520871267e-38 | 3.76219041742535e-38 | 1 |
167 | 6.75019316717519e-39 | 1.35003863343504e-38 | 1 |
168 | 2.70907163154193e-39 | 5.41814326308387e-39 | 1 |
169 | 1.26922502446628e-39 | 2.53845004893256e-39 | 1 |
170 | 7.55022258692198e-40 | 1.5100445173844e-39 | 1 |
171 | 3.01918532336948e-40 | 6.03837064673896e-40 | 1 |
172 | 1.00003465273872e-40 | 2.00006930547743e-40 | 1 |
173 | 3.3204126994683e-41 | 6.6408253989366e-41 | 1 |
174 | 1.12392227938502e-41 | 2.24784455877005e-41 | 1 |
175 | 3.8665910563028e-42 | 7.7331821126056e-42 | 1 |
176 | 1.36090943528294e-42 | 2.72181887056589e-42 | 1 |
177 | 5.10813721005016e-43 | 1.02162744201003e-42 | 1 |
178 | 1.76634752614893e-43 | 3.53269505229785e-43 | 1 |
179 | 6.21469885329402e-44 | 1.2429397706588e-43 | 1 |
180 | 2.27670290605293e-44 | 4.55340581210585e-44 | 1 |
181 | 8.25265081296136e-45 | 1.65053016259227e-44 | 1 |
182 | 4.73380031676591e-45 | 9.46760063353182e-45 | 1 |
183 | 3.31034905059167e-45 | 6.62069810118334e-45 | 1 |
184 | 2.40361976868107e-45 | 4.80723953736214e-45 | 1 |
185 | 2.21653813938906e-45 | 4.43307627877812e-45 | 1 |
186 | 1.99731013147986e-45 | 3.99462026295972e-45 | 1 |
187 | 6.33382158081683e-45 | 1.26676431616337e-44 | 1 |
188 | 5.35194732519584e-44 | 1.07038946503917e-43 | 1 |
189 | 2.70843690865421e-43 | 5.41687381730843e-43 | 1 |
190 | 1.04510607126429e-42 | 2.09021214252858e-42 | 1 |
191 | 2.41517569306782e-42 | 4.83035138613564e-42 | 1 |
192 | 4.98526250395691e-42 | 9.97052500791382e-42 | 1 |
193 | 9.67538079348761e-42 | 1.93507615869752e-41 | 1 |
194 | 2.96741235875746e-41 | 5.93482471751492e-41 | 1 |
195 | 9.34216922422658e-41 | 1.86843384484532e-40 | 1 |
196 | 1.22198381006341e-40 | 2.44396762012681e-40 | 1 |
197 | 1.54484158989791e-40 | 3.08968317979582e-40 | 1 |
198 | 2.32826749235997e-40 | 4.65653498471994e-40 | 1 |
199 | 3.91901735957144e-40 | 7.83803471914287e-40 | 1 |
200 | 1.63102194589776e-40 | 3.26204389179552e-40 | 1 |
201 | 6.92147254556363e-41 | 1.38429450911273e-40 | 1 |
202 | 2.77213307458509e-41 | 5.54426614917018e-41 | 1 |
203 | 1.13190184690407e-41 | 2.26380369380813e-41 | 1 |
204 | 5.20657579480488e-42 | 1.04131515896098e-41 | 1 |
205 | 2.74870871615675e-42 | 5.49741743231349e-42 | 1 |
206 | 9.87348221288753e-43 | 1.97469644257751e-42 | 1 |
207 | 1.99230271046505e-40 | 3.98460542093009e-40 | 1 |
208 | 1.88945687963836e-38 | 3.77891375927672e-38 | 1 |
209 | 1.11110691711905e-36 | 2.2222138342381e-36 | 1 |
210 | 7.43535082600387e-35 | 1.48707016520077e-34 | 1 |
211 | 3.71597515032169e-35 | 7.43195030064337e-35 | 1 |
212 | 1.82346438726035e-34 | 3.64692877452069e-34 | 1 |
213 | 5.21853209705913e-33 | 1.04370641941183e-32 | 1 |
214 | 1.19715416069525e-31 | 2.39430832139049e-31 | 1 |
215 | 1.16444880728791e-30 | 2.32889761457582e-30 | 1 |
216 | 4.34832057249893e-30 | 8.69664114499786e-30 | 1 |
217 | 1.17218874074232e-29 | 2.34437748148465e-29 | 1 |
218 | 2.53941262801573e-29 | 5.07882525603145e-29 | 1 |
219 | 4.26661299870718e-29 | 8.53322599741437e-29 | 1 |
220 | 6.17627980404332e-29 | 1.23525596080866e-28 | 1 |
221 | 1.26792510640402e-28 | 2.53585021280804e-28 | 1 |
222 | 1.56411156827089e-28 | 3.12822313654177e-28 | 1 |
223 | 1.61311307518896e-28 | 3.22622615037792e-28 | 1 |
224 | 1.57924357562557e-28 | 3.15848715125115e-28 | 1 |
225 | 1.44502821321092e-28 | 2.89005642642184e-28 | 1 |
226 | 1.06132662378063e-28 | 2.12265324756125e-28 | 1 |
227 | 7.3336106912689e-29 | 1.46672213825378e-28 | 1 |
228 | 4.86754061469205e-29 | 9.73508122938409e-29 | 1 |
229 | 2.5001612563316e-29 | 5.00032251266319e-29 | 1 |
230 | 1.41625911145201e-29 | 2.83251822290401e-29 | 1 |
231 | 8.00579666262272e-30 | 1.60115933252454e-29 | 1 |
232 | 3.97062823754624e-30 | 7.94125647509248e-30 | 1 |
233 | 2.1735394150282e-30 | 4.3470788300564e-30 | 1 |
234 | 1.0947478733769e-30 | 2.18949574675379e-30 | 1 |
235 | 8.29166875137797e-31 | 1.65833375027559e-30 | 1 |
236 | 4.19533551866183e-29 | 8.39067103732366e-29 | 1 |
237 | 6.63123796308746e-27 | 1.32624759261749e-26 | 1 |
238 | 1.7344525806927e-24 | 3.4689051613854e-24 | 1 |
239 | 6.8844220481067e-22 | 1.37688440962134e-21 | 1 |
240 | 1.01138649274957e-20 | 2.02277298549913e-20 | 1 |
241 | 4.50314749232553e-20 | 9.00629498465105e-20 | 1 |
242 | 9.11726254046754e-17 | 1.82345250809351e-16 | 1 |
243 | 1.16367703195357e-06 | 2.32735406390714e-06 | 0.999998836322968 |
244 | 0.000516305181061639 | 0.00103261036212328 | 0.999483694818938 |
245 | 0.207771731284469 | 0.415543462568938 | 0.792228268715531 |
246 | 0.742201854085229 | 0.515596291829542 | 0.257798145914771 |
247 | 0.7328364154246 | 0.5343271691508 | 0.2671635845754 |
248 | 0.750503212912457 | 0.498993574175086 | 0.249496787087543 |
249 | 0.792408175788838 | 0.415183648422325 | 0.207591824211162 |
250 | 0.806029407881518 | 0.387941184236964 | 0.193970592118482 |
251 | 0.826452871595704 | 0.347094256808593 | 0.173547128404296 |
252 | 0.811308736422243 | 0.377382527155515 | 0.188691263577757 |
253 | 0.80247009299397 | 0.39505981401206 | 0.19752990700603 |
254 | 0.83904267398338 | 0.321914652033239 | 0.16095732601662 |
255 | 0.819503656013402 | 0.360992687973197 | 0.180496343986598 |
256 | 0.802640933689709 | 0.394718132620583 | 0.197359066310291 |
257 | 0.779323324642712 | 0.441353350714576 | 0.220676675357288 |
258 | 0.753722638479191 | 0.492554723041618 | 0.246277361520809 |
259 | 0.728160010885877 | 0.543679978228247 | 0.271839989114123 |
260 | 0.706430833302561 | 0.587138333394877 | 0.293569166697439 |
261 | 0.678900797854446 | 0.642198404291109 | 0.321099202145554 |
262 | 0.662124341746994 | 0.675751316506012 | 0.337875658253006 |
263 | 0.678211854589512 | 0.643576290820976 | 0.321788145410488 |
264 | 0.720388558243739 | 0.559222883512521 | 0.27961144175626 |
265 | 0.761088475579876 | 0.477823048840248 | 0.238911524420124 |
266 | 0.787357759193842 | 0.425284481612317 | 0.212642240806158 |
267 | 0.806668167929675 | 0.386663664140651 | 0.193331832070325 |
268 | 0.823646182889441 | 0.352707634221119 | 0.176353817110559 |
269 | 0.827913908769134 | 0.344172182461733 | 0.172086091230866 |
270 | 0.854342543457006 | 0.291314913085989 | 0.145657456542994 |
271 | 0.857457689859681 | 0.285084620280638 | 0.142542310140319 |
272 | 0.853216540975929 | 0.293566918048141 | 0.146783459024071 |
273 | 0.845473970794714 | 0.309052058410573 | 0.154526029205286 |
274 | 0.831310012357776 | 0.337379975284448 | 0.168689987642224 |
275 | 0.868413651838741 | 0.263172696322518 | 0.131586348161259 |
276 | 0.961752539389424 | 0.0764949212211523 | 0.0382474606105762 |
277 | 0.966025039270783 | 0.0679499214584338 | 0.0339749607292169 |
278 | 0.960492239590893 | 0.0790155208182149 | 0.0395077604091075 |
279 | 0.955374120379083 | 0.0892517592418336 | 0.0446258796209168 |
280 | 0.949413390283617 | 0.101173219432766 | 0.0505866097163831 |
281 | 0.944003861312178 | 0.111992277375644 | 0.0559961386878221 |
282 | 0.938887830947979 | 0.122224338104041 | 0.0611121690520205 |
283 | 0.932692156613126 | 0.134615686773749 | 0.0673078433868743 |
284 | 0.926048495745829 | 0.147903008508343 | 0.0739515042541713 |
285 | 0.919472793257692 | 0.161054413484616 | 0.0805272067423081 |
286 | 0.914253201426943 | 0.171493597146114 | 0.0857467985730571 |
287 | 0.918534260727435 | 0.162931478545129 | 0.0814657392725647 |
288 | 0.924465468377984 | 0.151069063244031 | 0.0755345316220157 |
289 | 0.924251601685111 | 0.151496796629778 | 0.075748398314889 |
290 | 0.919009178292832 | 0.161981643414336 | 0.0809908217071682 |
291 | 0.913191852118774 | 0.173616295762453 | 0.0868081478812263 |
292 | 0.915174860215148 | 0.169650279569704 | 0.0848251397848522 |
293 | 0.932875605750616 | 0.134248788498768 | 0.067124394249384 |
294 | 0.92826247669644 | 0.14347504660712 | 0.0717375233035599 |
295 | 0.923949306176146 | 0.152101387647709 | 0.0760506938238544 |
296 | 0.921786863433046 | 0.156426273133908 | 0.0782131365669538 |
297 | 0.922379564967087 | 0.155240870065826 | 0.0776204350329131 |
298 | 0.916277056097092 | 0.167445887805816 | 0.0837229439029082 |
299 | 0.913035554640339 | 0.173928890719322 | 0.0869644453596608 |
300 | 0.91171832877412 | 0.176563342451761 | 0.0882816712258805 |
301 | 0.913694821301931 | 0.172610357396137 | 0.0863051786980686 |
302 | 0.911891537801903 | 0.176216924396194 | 0.0881084621980968 |
303 | 0.932984280107989 | 0.134031439784022 | 0.0670157198920112 |
304 | 0.952977562798263 | 0.0940448744034747 | 0.0470224372017373 |
305 | 0.95591019078706 | 0.0881796184258793 | 0.0440898092129396 |
306 | 0.957303557284896 | 0.0853928854302071 | 0.0426964427151036 |
307 | 0.951501416504397 | 0.0969971669912068 | 0.0484985834956034 |
308 | 0.944236157238437 | 0.111527685523127 | 0.0557638427615635 |
309 | 0.937544854231623 | 0.124910291536754 | 0.062455145768377 |
310 | 0.930352283784765 | 0.139295432430471 | 0.0696477162152354 |
311 | 0.927660318239748 | 0.144679363520505 | 0.0723396817602524 |
312 | 0.914857416707158 | 0.170285166585684 | 0.0851425832928419 |
313 | 0.900974455233592 | 0.198051089532815 | 0.0990255447664077 |
314 | 0.883772885106471 | 0.232454229787058 | 0.116227114893529 |
315 | 0.865408599194714 | 0.269182801610571 | 0.134591400805286 |
316 | 0.844273520649018 | 0.311452958701964 | 0.155726479350982 |
317 | 0.817240785152474 | 0.365518429695053 | 0.182759214847526 |
318 | 0.794624536187564 | 0.410750927624872 | 0.205375463812436 |
319 | 0.762631326743228 | 0.474737346513544 | 0.237368673256772 |
320 | 0.738761465930265 | 0.52247706813947 | 0.261238534069735 |
321 | 0.717458890441409 | 0.565082219117182 | 0.282541109558591 |
322 | 0.698759427393695 | 0.60248114521261 | 0.301240572606305 |
323 | 0.677670449511432 | 0.644659100977136 | 0.322329550488568 |
324 | 0.671251673219756 | 0.657496653560488 | 0.328748326780244 |
325 | 0.636478776380601 | 0.727042447238797 | 0.363521223619399 |
326 | 0.602261863912266 | 0.795476272175468 | 0.397738136087734 |
327 | 0.57049642659021 | 0.859007146819579 | 0.42950357340979 |
328 | 0.561813928315605 | 0.876372143368791 | 0.438186071684395 |
329 | 0.543351178248079 | 0.913297643503842 | 0.456648821751921 |
330 | 0.496802852520327 | 0.993605705040654 | 0.503197147479673 |
331 | 0.562740909875966 | 0.874518180248067 | 0.437259090124034 |
332 | 0.670482684926349 | 0.659034630147302 | 0.329517315073651 |
333 | 0.729745390557166 | 0.540509218885668 | 0.270254609442834 |
334 | 0.855774886970509 | 0.288450226058982 | 0.144225113029491 |
335 | 0.926477613457175 | 0.14704477308565 | 0.0735223865428252 |
336 | 0.964187189193787 | 0.0716256216124262 | 0.0358128108062131 |
337 | 0.987632614905056 | 0.0247347701898882 | 0.0123673850949441 |
338 | 0.99396382784413 | 0.0120723443117399 | 0.00603617215586994 |
339 | 0.991929951634601 | 0.0161400967307973 | 0.00807004836539864 |
340 | 0.988629089779688 | 0.022741820440624 | 0.011370910220312 |
341 | 0.987053800799715 | 0.0258923984005707 | 0.0129461992002854 |
342 | 0.98214597605358 | 0.0357080478928402 | 0.0178540239464201 |
343 | 0.976909315516677 | 0.0461813689666457 | 0.0230906844833229 |
344 | 0.962264657507785 | 0.0754706849844297 | 0.0377353424922149 |
345 | 0.963730297910266 | 0.0725394041794682 | 0.0362697020897341 |
346 | 0.94185354488989 | 0.11629291022022 | 0.0581464551101098 |
347 | 0.909108486861675 | 0.181783026276651 | 0.0908915131383254 |
348 | 0.865892959786088 | 0.268214080427823 | 0.134107040213911 |
349 | 0.929243367585089 | 0.141513264829821 | 0.0707566324149106 |
350 | 0.971355200791128 | 0.0572895984177449 | 0.0286447992088724 |
351 | 0.960494465919339 | 0.0790110681613212 | 0.0395055340806606 |
352 | 0.967303922853279 | 0.0653921542934414 | 0.0326960771467207 |
353 | 0.933331119568571 | 0.133337760862858 | 0.0666688804314288 |
354 | 0.855441533490903 | 0.289116933018195 | 0.144558466509097 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 239 | 0.684813753581662 | NOK |
5% type I error level | 246 | 0.70487106017192 | NOK |
10% type I error level | 260 | 0.744985673352435 | NOK |