Multiple Linear Regression - Estimated Regression Equation |
JapanRES[t] = -0.216606458736063 -0.0300696870655007VSARES[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) | -0.216606458736063 | 0.10119 | -2.1406 | 0.032921 | 0.016461 |
VSARES | -0.0300696870655007 | 0.018947 | -1.587 | 0.113315 | 0.056658 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.0797986780766265 |
R-squared | 0.00636782902277707 |
Adjusted R-squared | 0.00383950288797508 |
F-TEST (value) | 2.51859478693223 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 393 |
p-value | 0.113315017829027 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.00330172425999 |
Sum Squared Residuals | 1577.19459478025 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 0.122359934 | -0.22738914201743 | 0.34974907601743 |
2 | 0.931905548 | -0.343335512131571 | 1.27524106013157 |
3 | -0.055775589 | -0.229252203357137 | 0.173476614357137 |
4 | 1.468985837 | -0.307829012149846 | 1.77681484914985 |
5 | 1.055123159 | -0.199751666337576 | 1.25487482533758 |
6 | 0.944996502 | -0.13125837567785 | 1.07625487767785 |
7 | 1.068458953 | -0.108597406625732 | 1.17705635962573 |
8 | 0.316141818 | -0.0210389224012296 | 0.337180740401230 |
9 | 0.760538937 | -0.367970004030011 | 1.12850894103001 |
10 | -2.20217258 | -0.271404019985210 | -1.93076856001479 |
11 | -0.131541265 | -0.167172834171097 | 0.0356315691710969 |
12 | -0.532224765 | -0.356041698507546 | -0.176183066492454 |
13 | -1.741321669 | -0.294961607958547 | -1.44636006104145 |
14 | 0.204726282 | -0.288015636539102 | 0.492741918539102 |
15 | -0.147865278 | -0.193328863781815 | 0.0454635857818152 |
16 | 1.396025769 | -0.210964918761031 | 1.60699068776103 |
17 | 0.162345476 | -0.051943493065177 | 0.214288969065177 |
18 | 0.015665853 | -0.260122061754754 | 0.275787914754754 |
19 | 0.217672981 | -0.0601143379719736 | 0.277787318971974 |
20 | -0.917486426 | -0.131646306454724 | -0.785840119545276 |
21 | -0.903483082 | -0.126945681568112 | -0.776537400431888 |
22 | 0.37057944 | -0.321163446873189 | 0.69174288687319 |
23 | -1.528186024 | -0.214357120963456 | -1.31382890303654 |
24 | 1.425442977 | -0.194141894114908 | 1.61958487111491 |
25 | 0.823776349 | -0.219239265695725 | 1.04301561469573 |
26 | 1.16416148 | -0.268252228388888 | 1.43241370838889 |
27 | 0.548322968 | -0.224577706322314 | 0.772900674322314 |
28 | -0.145197568 | -0.24613004895184 | 0.10093248095184 |
29 | 0.144016721 | -0.237185762890617 | 0.381202483890617 |
30 | -0.008729414 | -0.239025845516722 | 0.230296431516722 |
31 | -0.044488825 | -0.00439672335182881 | -0.0400921016481712 |
32 | 2.265085141 | -0.176325022499736 | 2.44141016349974 |
33 | -2.30024615 | -0.397994164657135 | -1.90225198534287 |
34 | -0.802974595 | -0.316828742173495 | -0.486145852826505 |
35 | 1.905081291 | -0.228256379456512 | 2.13333767045651 |
36 | 0.141275448 | -0.201794995571518 | 0.343070443571518 |
37 | -0.274557318 | -0.183092154816196 | -0.0914651631838045 |
38 | -1.089390275 | -0.246266061212814 | -0.843124213787186 |
39 | -0.106056668 | -0.0909714045142252 | -0.0150852634857748 |
40 | 0.153839662 | -0.243963159314338 | 0.397802821314338 |
41 | 1.378581549 | 0.0109119886662892 | 1.36766956033371 |
42 | 0.984071836 | -0.308020603175653 | 1.29209243917565 |
43 | -1.093840675 | 0.0425505045520964 | -1.13639117955210 |
44 | -2.335855288 | -0.0669952351606646 | -2.26886005283934 |
45 | 0.019620673 | -0.224709462369432 | 0.244330135369432 |
46 | -0.773231639 | -0.111294264725115 | -0.661937374274885 |
47 | 0.531269746 | -0.269409617469859 | 0.800679363469859 |
48 | -3.130460456 | -0.275577994599908 | -2.85488246140009 |
49 | -1.063832741 | 0.0900030785350674 | -1.15383581953507 |
50 | 1.864410977 | -0.332884767915228 | 2.19729574491523 |
51 | -1.765416679 | -0.305589910309204 | -1.45982676869080 |
52 | -0.680077954 | -0.390596052613286 | -0.289481901386714 |
53 | -0.465236897 | -0.0281629912548289 | -0.437073905745171 |
54 | 2.087199736 | -0.196597497431795 | 2.28379723343179 |
55 | -3.08370281 | -0.227291037829129 | -2.85641177217087 |
56 | -0.865874128 | -0.0823358246253644 | -0.783538303374636 |
57 | 0.852274105 | -0.107257117049422 | 0.959531222049422 |
58 | -2.170886194 | -0.24415428471104 | -1.92673190928896 |
59 | -0.42542584 | -0.393785618863078 | -0.0316402211369219 |
60 | -6.885803565 | -0.301384829234701 | -6.5844187357653 |
61 | 0.797287754 | -0.257442047310859 | 1.05472980131086 |
62 | 2.743745431 | -0.321017820852146 | 3.06476325185215 |
63 | -1.351253289 | -0.192588358256328 | -1.15866493074367 |
64 | 2.723775248 | -0.282806950250634 | 3.00658219825063 |
65 | -0.265752017 | -0.134199280379826 | -0.131552736620174 |
66 | 0.628595851 | 0.0367359509046242 | 0.591859900095376 |
67 | 1.685366026 | -0.354227153555481 | 2.03959317955548 |
68 | -3.512413068 | -0.211696780935390 | -3.30071628706461 |
69 | 0.213871684 | -0.369848326307228 | 0.583720010307228 |
70 | 3.188286472 | -0.254872928068680 | 3.44315940006868 |
71 | 0.271504185 | -0.369985495048366 | 0.641489680048366 |
72 | -0.398480607 | -0.0825592100753474 | -0.315921396924653 |
73 | -0.968286123 | -0.206358694890551 | -0.76192742810945 |
74 | -0.812342823 | 0.0305730938173775 | -0.842915916817378 |
75 | 1.714817333 | -0.132245881671569 | 1.84706321467157 |
76 | -2.910379004 | -0.284157769629959 | -2.62622123437004 |
77 | -0.863810554 | -0.220936356886488 | -0.642874197113512 |
78 | -0.211153485 | -0.315660833302714 | 0.104507348302714 |
79 | -1.471741777 | -0.246681197599199 | -1.2250605794008 |
80 | 1.321517564 | -0.185555813291062 | 1.50707337729106 |
81 | 0.2632073 | -0.491784046663232 | 0.754991346663232 |
82 | -3.586108009 | -0.273805602928865 | -3.31230240607113 |
83 | 3.524638387 | -0.099828667487806 | 3.62446705448781 |
84 | 2.073869999 | -0.211685025431789 | 2.28555502443179 |
85 | -1.349714486 | -0.162481882702814 | -1.18723260329719 |
86 | 0.647566188 | -0.193355812896896 | 0.840922000896896 |
87 | 1.610373405 | -0.255460599418089 | 1.86583400441809 |
88 | -0.205131216 | -0.259610355966964 | 0.0544791399669639 |
89 | 3.117976023 | -0.155198260842119 | 3.27317428384212 |
90 | 1.983811507 | -0.317842942110931 | 2.30165444911093 |
91 | -0.574764692 | -0.284090666597419 | -0.290674025402581 |
92 | 2.005568836 | -0.206628921966884 | 2.21219775796688 |
93 | 1.261019639 | -0.24263282638274 | 1.50365246538274 |
94 | -0.024939629 | -0.326368456961996 | 0.301428827961996 |
95 | -0.237549844 | -0.273935803170375 | 0.0363859591703745 |
96 | 0.211769735 | -0.300729344065488 | 0.512499079065488 |
97 | -0.068297898 | -0.164473913080693 | 0.0961760150806928 |
98 | 0.020923687 | -0.103506295670309 | 0.124429982670309 |
99 | -0.049292778 | -0.281340884435525 | 0.232048106435525 |
100 | -0.046741439 | -0.104633160681172 | 0.0578917216811723 |
101 | -0.199106019 | -0.180796783449869 | -0.0183092355501307 |
102 | -1.867970158 | -0.187273486521088 | -1.68069667147891 |
103 | -1.910721422 | -0.158957802370342 | -1.75176361962966 |
104 | 1.572336912 | 0.0351264451347215 | 1.53721046686528 |
105 | 0.278963542 | -0.255587845132426 | 0.534551387132426 |
106 | -3.002324916 | -0.242553322851812 | -2.75977159314819 |
107 | -0.429296011 | -0.230352787311157 | -0.198943223688843 |
108 | -0.360255949 | -0.152387054488505 | -0.207868894511495 |
109 | -1.54444216 | -0.28789788589978 | -1.25654427410022 |
110 | 2.074267337 | -0.259322471459201 | 2.3335898084592 |
111 | 2.268283466 | -0.250058364056001 | 2.518341830056 |
112 | 0.470843123 | -0.239163778027911 | 0.710006901027911 |
113 | 0.612020641 | 0.0104436154625773 | 0.601577025537423 |
114 | 0.088859022 | -0.153539397334731 | 0.242398419334731 |
115 | -0.741154231 | -0.125499875866197 | -0.615654355133803 |
116 | -1.702438454 | -0.283443627702607 | -1.41899482629739 |
117 | -0.701120629 | 0.125924743469377 | -0.827045372469377 |
118 | 0.848785545 | -0.112896849234867 | 0.961682394234867 |
119 | -3.118553809 | -0.0063619587819117 | -3.11219185021809 |
120 | -0.340791363 | -0.152335387549402 | -0.188455975450598 |
121 | -2.084450156 | -0.405237936935674 | -1.67921221906433 |
122 | -2.657138582 | -0.162849805260263 | -2.49428877673974 |
123 | 2.483969208 | -0.115121302898082 | 2.59909051089808 |
124 | 1.092183998 | -0.217918339133565 | 1.31010233713357 |
125 | 0.214914883 | -0.0462164288861941 | 0.261131311886194 |
126 | -2.252556302 | -0.135824055266194 | -2.11673224673381 |
127 | 0.081923776 | -0.00414424385584675 | 0.0860680198558468 |
128 | -1.090016937 | -0.167102173112765 | -0.922914763887235 |
129 | 0.091750747 | -0.366754046144736 | 0.458504793144736 |
130 | -0.302970612 | -0.0413836951748959 | -0.261586916825104 |
131 | 3.266721419 | -0.296644091806519 | 3.56336551080652 |
132 | 0.272181497 | -0.539100644077948 | 0.811282141077948 |
133 | -1.509282405 | -0.319785614149931 | -1.18949679085007 |
134 | 3.118010252 | -0.378744964303163 | 3.49675521630316 |
135 | 0.709336134 | -0.195016237862994 | 0.904352371862994 |
136 | 0.797929557 | -0.0919149406870573 | 0.889844497687057 |
137 | 0.024987012 | -0.376947515772376 | 0.401934527772376 |
138 | -0.510022678 | -0.417618643335684 | -0.0924040346643158 |
139 | 1.672039447 | -0.261811328752804 | 1.93385077575280 |
140 | 1.17811794 | -0.257499230203288 | 1.43561717020329 |
141 | -0.195060587 | 0.0199334141796438 | -0.214994001179644 |
142 | 2.003888686 | -0.232368867996074 | 2.23625755399607 |
143 | -1.991462706 | -0.253314645138673 | -1.73814806086133 |
144 | -3.780993951 | -0.233439970035202 | -3.5475539809648 |
145 | -2.94306251 | -0.109893631691709 | -2.83316887830829 |
146 | -2.755028972 | -0.220461132124161 | -2.53456783987584 |
147 | -1.547870074 | -0.218842763374135 | -1.32902731062586 |
148 | -1.464063034 | -0.31003118378404 | -1.15403185021596 |
149 | -0.355532874 | -0.382446805199085 | 0.0269139311990852 |
150 | 2.484192802 | -0.0921310407329794 | 2.57632384273298 |
151 | 0.128414605 | -0.123759351989366 | 0.252173956989366 |
152 | -0.645552653 | -0.157348889935505 | -0.488203763064495 |
153 | 0.493284806 | -0.0141819803490181 | 0.507466786349018 |
154 | 2.155227331 | -0.175818679189589 | 2.33104601018959 |
155 | 0.842823637 | 0.0748747890896562 | 0.767948847910344 |
156 | -3.609266334 | -0.207757495417088 | -3.40150883858291 |
157 | -3.02895622 | -0.0362150175973674 | -2.99274120240263 |
158 | 0.253120657 | -0.337120546050748 | 0.590241203050748 |
159 | 0.469936281 | -0.252639415461192 | 0.722575696461192 |
160 | -2.414708957 | -0.0924410825707715 | -2.32226787442923 |
161 | -0.332056481 | -0.214403884919805 | -0.117652596080195 |
162 | 0.021684517 | 0.0132126343760051 | 0.00847188262399487 |
163 | -0.723477195 | -0.20772520821088 | -0.51575198678912 |
164 | -4.492503369 | 0.070905058374036 | -4.56340842737404 |
165 | 1.736091775 | -0.157177305174593 | 1.89326908017459 |
166 | 0.568687819 | -0.231895288977790 | 0.80058310797779 |
167 | -2.86646043 | -0.101798225345195 | -2.76466220465481 |
168 | -7.457541952 | -0.393480624071912 | -7.06406132792809 |
169 | -0.113160554 | -0.264139015019520 | 0.150978461019520 |
170 | 2.050205993 | -0.136468838453361 | 2.18667483145336 |
171 | 5.688886915 | -0.268765385279638 | 5.95765230027964 |
172 | -2.789870757 | -0.294231006606168 | -2.49563975039383 |
173 | 1.853018343 | -0.196741826005980 | 2.04976016900598 |
174 | 0.587478284 | -0.333941948380846 | 0.921420232380846 |
175 | 1.425740928 | -0.350089809292312 | 1.77583073729231 |
176 | 0.245486658 | -0.177476154980919 | 0.422962812980919 |
177 | 2.215449812 | -0.0180038670132667 | 2.23345367901327 |
178 | 0.30622077 | -0.0788109770648269 | 0.385031747064827 |
179 | -4.486786168 | -0.330992836518621 | -4.15579333148138 |
180 | -1.245225426 | -0.240926782574116 | -1.00429864342588 |
181 | -2.081228135 | -0.294651084374299 | -1.7865770506257 |
182 | -0.102782372 | -0.224042378089061 | 0.121260006089061 |
183 | -0.231228849 | -0.363579993327616 | 0.132351144327616 |
184 | -1.155245505 | -0.0962940341385186 | -1.05895147086148 |
185 | 3.839469939 | -0.158645647625849 | 3.99811558662585 |
186 | 0.756141264 | -0.199641622318491 | 0.955782886318491 |
187 | -0.334519186 | -0.169756501669132 | -0.164762684330868 |
188 | 1.501938513 | -0.336051785808779 | 1.83799029880878 |
189 | -3.503251683 | -0.0506277262808998 | -3.4526239567191 |
190 | 2.545822843 | -0.241358742318952 | 2.78718158531895 |
191 | -0.249882715 | -0.319669952602118 | 0.0697872376021178 |
192 | 1.826897295 | -0.299269003639076 | 2.12616629863908 |
193 | 1.183288155 | -0.100508491753331 | 1.28379664675333 |
194 | 2.178453894 | -0.0787034474128356 | 2.25715734141284 |
195 | 0.982882224 | 0.0676054289808394 | 0.91527679501916 |
196 | 0.192963833 | -0.132321843504546 | 0.325285676504546 |
197 | -4.748270493 | -0.13383298059318 | -4.61443751240682 |
198 | -1.546278111 | -0.245394087978438 | -1.30088402302156 |
199 | -0.957344137 | 0.0106073966585803 | -0.96795153365858 |
200 | 2.771841656 | -0.0972899684249646 | 2.86913162442496 |
201 | 0.988637626 | -0.167293526317417 | 1.15593115231742 |
202 | 0.046130644 | -0.217673165729589 | 0.263803809729589 |
203 | 0.058911763 | -0.219404798871975 | 0.278316561871975 |
204 | -1.613053267 | -0.217726147886735 | -1.39532711911327 |
205 | -2.827962948 | -0.238983843666644 | -2.58897910433336 |
206 | -0.409646709 | 0.117035630081863 | -0.526682339081863 |
207 | -3.472100215 | -0.499701764553405 | -2.97239845044659 |
208 | -2.67352482 | -0.0389154968388157 | -2.63460932316118 |
209 | 3.739603344 | -0.498420774534938 | 4.23802411853494 |
210 | 0.940575248 | -0.314263677828618 | 1.25483892582862 |
211 | 2.715238152 | -0.302581686975031 | 3.01781983897503 |
212 | 1.590584938 | -0.0672553499816557 | 1.65784028798166 |
213 | -1.901196912 | -0.073791715341351 | -1.82740519665865 |
214 | 2.168241623 | -0.117610598848280 | 2.28585222184828 |
215 | -3.291258516 | -0.597936796768743 | -2.69332171923126 |
216 | 2.431989331 | -0.302408061564877 | 2.73439739256488 |
217 | 1.379624088 | -0.277995193092893 | 1.65761928109289 |
218 | 1.660957909 | -0.159873550844660 | 1.82083145984466 |
219 | 0.803376279 | -0.238924735502361 | 1.04230101450236 |
220 | 0.635350876 | -0.180350785431070 | 0.81570166143107 |
221 | -1.935088352 | -0.111310956468545 | -1.82377739553146 |
222 | -1.364117462 | -0.227795063668494 | -1.13632239833151 |
223 | -1.288076636 | -0.0279741545522181 | -1.26010248144778 |
224 | 2.763030557 | -0.149321368884440 | 2.91235192588444 |
225 | -1.850948021 | -0.244301818353031 | -1.60664620264697 |
226 | -0.426026229 | -0.356257304087534 | -0.069768924912466 |
227 | 1.416557529 | -0.277027867347278 | 1.69358539634728 |
228 | 1.054518042 | -0.478187586490981 | 1.53270562849098 |
229 | 0.100735979 | -0.17144009379556 | 0.27217607279556 |
230 | 3.01821026 | -0.119804057670367 | 3.13801431767037 |
231 | -0.582956862 | -0.225751302152730 | -0.357205559847270 |
232 | -0.465121784 | -0.359723061555671 | -0.105398722444329 |
233 | -1.278449674 | -0.344594971231727 | -0.933854702768273 |
234 | 3.852168919 | -0.248902423491996 | 4.101071342492 |
235 | 1.516127833 | -0.193563042415204 | 1.70969087541520 |
236 | 0.679014194 | -0.209886372189059 | 0.88890056618906 |
237 | -1.187703382 | -0.47489905100813 | -0.71280433099187 |
238 | 1.025403734 | -0.207541644979638 | 1.23294537897964 |
239 | 0.921134292 | -0.264954631917025 | 1.18608892391702 |
240 | 0.473279558 | -0.149383744180362 | 0.622663302180362 |
241 | 1.218773055 | -0.238110620645865 | 1.45688367564586 |
242 | -1.967712268 | -0.153487456761475 | -1.81422481123852 |
243 | -0.284285615 | -0.264541632553229 | -0.0197439824467711 |
244 | -0.739335622 | -0.231235486763745 | -0.508100135236255 |
245 | 0.177297096 | -0.276504413513169 | 0.453801509513169 |
246 | 0.617738343 | -0.316412391633285 | 0.934150734633285 |
247 | 1.963704879 | -0.229686538998157 | 2.19339141799816 |
248 | 1.770795897 | -0.251565292651371 | 2.02236118965137 |
249 | 0.862954668 | -0.0803991381079238 | 0.943353806107924 |
250 | 0.736632082 | 0.0263104720813079 | 0.710321609918692 |
251 | -1.57670801 | -0.191850265823228 | -1.38485774417677 |
252 | -0.757226618 | -0.0692308721614748 | -0.687995745838525 |
253 | 0.459526319 | -0.194020200046615 | 0.653546519046615 |
254 | -2.740544672 | -0.262546590545842 | -2.47799808145416 |
255 | 0.642873603 | -0.338414378381516 | 0.981287981381516 |
256 | -1.942390074 | -0.345378648709025 | -1.59701142529098 |
257 | 0.969546937 | -0.265922559747983 | 1.23546949674798 |
258 | 2.916260999 | -0.153427547089684 | 3.06968854608968 |
259 | 2.804886635 | -0.180081804592917 | 2.98496843959292 |
260 | -1.177267984 | -0.197431552820850 | -0.97983643117915 |
261 | 1.442031421 | -0.336237158212813 | 1.77826857921281 |
262 | -1.008279712 | 0.105911177052674 | -1.11419088905267 |
263 | 1.685048733 | -0.153422238466851 | 1.83847097146685 |
264 | -3.575122053 | -0.268127569118684 | -3.30699448388132 |
265 | -3.36169991 | -0.0997224100542042 | -3.26197749994580 |
266 | 0.544584549 | -0.264213203402493 | 0.808797752402493 |
267 | -3.812968258 | -0.382722716107807 | -3.43024554189219 |
268 | -0.255478375 | -0.272951361698743 | 0.0174729866987429 |
269 | 2.36107515 | -0.124826067823381 | 2.48590121782338 |
270 | 0.231398527 | -0.0993962210951547 | 0.330794748095155 |
271 | 0.961587017 | -0.213197051891556 | 1.17478406889156 |
272 | -2.766406177 | 0.0198432885618289 | -2.78624946556183 |
273 | -1.889330686 | -0.257240587594175 | -1.63209009840582 |
274 | -1.722863291 | -0.108404245932190 | -1.61445904506781 |
275 | -0.492311851 | -0.280393642173762 | -0.211918208826238 |
276 | -0.378296018 | 0.110756873144533 | -0.489052891144533 |
277 | -0.661148328 | -0.128832452916209 | -0.532315875083791 |
278 | -0.391163065 | -0.174573053107709 | -0.216590011892291 |
279 | -0.147328808 | -0.252728450571735 | 0.105399642571735 |
280 | -0.155178326 | -0.00799634884162423 | -0.147181977158376 |
281 | -1.410346167 | -0.251894438693516 | -1.15845172830648 |
282 | -1.656752775 | -0.214310165102364 | -1.44244260989764 |
283 | -0.498316342 | -0.177742888861706 | -0.320573453138294 |
284 | 0.635940123 | -0.314781364898141 | 0.95072148789814 |
285 | -2.533052084 | -0.0456667686883443 | -2.48738531531166 |
286 | 0.066688919 | -0.217181466266833 | 0.283870385266833 |
287 | 0.010332456 | -0.0578719407341868 | 0.0682043967341868 |
288 | 0.100325395 | -0.147060462671756 | 0.247385857671756 |
289 | -0.159212102 | -0.0564843684392878 | -0.102727733560712 |
290 | -1.118768301 | -0.430122409869871 | -0.688645891130129 |
291 | -0.360506506 | -0.312317240764100 | -0.0481892652358996 |
292 | -0.794671339 | -0.282443369184673 | -0.512227969815327 |
293 | -1.82637031 | -0.227521505291809 | -1.59884880470819 |
294 | 0.020284413 | -0.317039220420793 | 0.337323633420793 |
295 | 2.059692348 | -0.325096187663962 | 2.38478853566396 |
296 | 1.01468765 | -0.0743835472830106 | 1.08907119728301 |
297 | 3.219689867 | -0.220220843210082 | 3.43991071021008 |
298 | -2.433588329 | -0.0266781413572552 | -2.40691018764274 |
299 | -2.372306799 | -0.421795916655193 | -1.95051088234481 |
300 | -0.37056341 | -0.413340883346428 | 0.0427774733464281 |
301 | 1.266050442 | -0.163432530567125 | 1.42948297256713 |
302 | 0.824592148 | -0.167007211266900 | 0.9915993592669 |
303 | -1.852999286 | -0.0828740515764494 | -1.77012523442355 |
304 | -3.161642025 | -0.436243824252871 | -2.72539820074713 |
305 | 0.442927211 | -0.339479616500899 | 0.7824068275009 |
306 | -0.428942112 | -0.156591757376555 | -0.272350354623445 |
307 | -1.310961025 | -0.533886234986776 | -0.777074790013224 |
308 | 1.014820082 | -0.347178352616690 | 1.36199843461669 |
309 | -0.305111502 | -0.241286089173921 | -0.0638254128260788 |
310 | 0.018050147 | -0.215938934235474 | 0.233989081235474 |
311 | -2.696506438 | -0.240049705220849 | -2.45645673277915 |
312 | -1.10764417 | -0.35425947044047 | -0.75338469955953 |
313 | 1.141463332 | -0.127621872062304 | 1.26908520406230 |
314 | 0.159323081 | -0.129178890080856 | 0.288501971080856 |
315 | -2.055277082 | -0.228291471653339 | -1.82698561034666 |
316 | 0.202725995 | -0.177851828661742 | 0.380577823661742 |
317 | -0.3671714 | -0.330514775643549 | -0.0366566243564509 |
318 | -0.056145558 | -0.0961548900895674 | 0.0400093320895674 |
319 | -0.897022272 | -0.305465082047359 | -0.591557189952641 |
320 | -0.261083776 | -0.259664242409809 | -0.00141953359019098 |
321 | -0.651847454 | -0.359323548205966 | -0.292523905794034 |
322 | -0.339317343 | -0.129591061415679 | -0.209726281584321 |
323 | 3.954885606 | -0.275093975416345 | 4.22997958141634 |
324 | -2.972657905 | -0.183819286667942 | -2.78883861833206 |
325 | 0.291575514 | -0.233099850842574 | 0.524675364842574 |
326 | 0.387896939 | -0.00150984897614997 | 0.38940678797615 |
327 | 0.061920658 | -0.274053525423912 | 0.335974183423912 |
328 | -4.019270705 | -0.388038209443618 | -3.63123249555638 |
329 | 2.799936975 | -0.0212905800926642 | 2.82122755509266 |
330 | -0.961852566 | -0.290316746975832 | -0.671535819024168 |
331 | -0.689420887 | -0.398658712860098 | -0.290762174139902 |
332 | -0.528085855 | -0.177483319865674 | -0.350602535134326 |
333 | 0.088821319 | 0.208152191727730 | -0.119330872727730 |
334 | -3.596177355 | -0.264721436833030 | -3.33145591816697 |
335 | -1.464790191 | 0.218117068617400 | -1.6829072596174 |
336 | 0.759085451 | -0.372638115947205 | 1.13172356694720 |
337 | -3.392063692 | -0.559746817773922 | -2.83231687422608 |
338 | 2.383755557 | 0.0763047088556159 | 2.30745084814438 |
339 | 3.773197159 | 0.0249627455497148 | 3.74823441345029 |
340 | 0.17271416 | -0.123899685655277 | 0.296613845655277 |
341 | -1.373664483 | -0.355909711946207 | -1.01775477105379 |
342 | -0.554515625 | -0.282171648757471 | -0.272343976242529 |
343 | -0.616708159 | 0.364256423722298 | -0.980964582722298 |
344 | 0.338243237 | -0.654268818388669 | 0.992512055388669 |
345 | -4.969501265 | -0.269328666955519 | -4.70017259804448 |
346 | -1.459226067 | -0.0619383550558825 | -1.39728771194412 |
347 | -3.458393406 | -0.0179489255453813 | -3.44044448045462 |
348 | -0.708571911 | -0.0099092115068391 | -0.698662699493161 |
349 | -0.967100647 | 0.327538223302014 | -1.29463887030201 |
350 | -2.764883729 | -0.0195568418616956 | -2.74532688713830 |
351 | -6.358399349 | 0.379945690994377 | -6.73834503999438 |
352 | -1.216802997 | -0.0478186426367044 | -1.16898435436330 |
353 | -7.378604269 | -0.810998811997552 | -6.56760545700245 |
354 | 6.326253049 | -0.383179636940433 | 6.70943268594043 |
355 | 2.244553469 | 0.316747877572778 | 1.92780559142722 |
356 | 1.064937768 | -0.370346025544574 | 1.43528379354457 |
357 | -5.865037234 | -0.181412615452120 | -5.68362461854788 |
358 | -2.548316402 | -0.681602550025991 | -1.86671385197401 |
359 | 1.936100071 | -0.123254992406544 | 2.05935506340654 |
360 | -0.678052689 | 0.0632473218555839 | -0.741300010855584 |
361 | -0.197814711 | -0.182230281027475 | -0.0155844299725250 |
362 | -2.763460164 | -0.0615452479627985 | -2.7019149160372 |
363 | -0.426954939 | -0.091974604839854 | -0.334980334160146 |
364 | -6.333456722 | -0.705224395898218 | -5.62823232610178 |
365 | 2.598460922 | -0.203950756838813 | 2.80241167883881 |
366 | 0.687911291 | -0.504124696571570 | 1.19203598757157 |
367 | 5.047098676 | -0.245669139916480 | 5.29276781591648 |
368 | -1.221070779 | -0.383133352385105 | -0.837937426614895 |
369 | -1.439614033 | -0.425870889140594 | -1.01374314385941 |
370 | 8.787590818 | 0.146703487800293 | 8.6408873301997 |
371 | -2.386724461 | 0.0849156543337668 | -2.47164011533377 |
372 | 0.539774275 | -0.286922336726217 | 0.826696611726217 |
373 | 0.369474032 | -0.151602926537226 | 0.521076958537226 |
374 | -2.149167875 | -0.208255274008339 | -1.94091260099166 |
375 | 0.01933409 | 0.163534601823699 | -0.144200511823699 |
376 | 1.016870414 | -0.552739376396694 | 1.56960979039669 |
377 | -5.485951805 | 0.0727729832751374 | -5.55872478827514 |
378 | 0.506223899 | -0.0491019590867218 | 0.555325858086722 |
379 | -1.934614759 | -0.177535182317883 | -1.75707957668212 |
380 | -0.521110536 | 0.17098926033505 | -0.69209979633505 |
381 | 0.055716282 | 0.259471156594316 | -0.203754874594316 |
382 | -3.494650335 | -0.441514346567494 | -3.05313598843251 |
383 | -0.275822553 | -0.517160207934401 | 0.241337654934401 |
384 | 2.610696262 | -0.302861194669371 | 2.91355745666937 |
385 | -0.486156759 | -0.4974303971868 | 0.0112736381868001 |
386 | -0.247611741 | -0.283809022331534 | 0.0361972813315337 |
387 | 1.077841547 | -0.434742000287576 | 1.51258354728758 |
388 | 1.091540085 | 0.321788560550414 | 0.769751524449586 |
389 | -3.133113963 | -0.264870322738918 | -2.86824364026108 |
390 | -0.451612277 | -0.333329006376219 | -0.118283270623781 |
391 | 0.819605096 | -0.0785268527112921 | 0.898131948711292 |
392 | -0.476518511 | -0.416782749756588 | -0.0597357612434117 |
393 | -0.344000554 | -0.389360021467852 | 0.0453594674678522 |
394 | 2.175325119 | -0.155257476716021 | 2.33058259571602 |
395 | 0.390570472 | -0.155730042686548 | 0.546300514686548 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
5 | 0.0430808211260248 | 0.0861616422520497 | 0.956919178873975 |
6 | 0.0178664874246579 | 0.0357329748493157 | 0.982133512575342 |
7 | 0.00606145752914795 | 0.0121229150582959 | 0.993938542470852 |
8 | 0.00177719846174280 | 0.00355439692348560 | 0.998222801538257 |
9 | 0.000456656705553601 | 0.000913313411107201 | 0.999543343294446 |
10 | 0.033838527692423 | 0.067677055384846 | 0.966161472307577 |
11 | 0.018471091023589 | 0.036942182047178 | 0.981528908976411 |
12 | 0.0111201246426410 | 0.0222402492852819 | 0.98887987535736 |
13 | 0.0173689819798073 | 0.0347379639596146 | 0.982631018020193 |
14 | 0.00898347448881147 | 0.0179669489776229 | 0.991016525511188 |
15 | 0.00466997597775706 | 0.00933995195551412 | 0.995330024022243 |
16 | 0.00372251530247259 | 0.00744503060494517 | 0.996277484697527 |
17 | 0.00190265800564895 | 0.00380531601129791 | 0.998097341994351 |
18 | 0.00090806427630055 | 0.0018161285526011 | 0.9990919357237 |
19 | 0.000427562395161539 | 0.000855124790323077 | 0.999572437604838 |
20 | 0.000353217814176534 | 0.000706435628353068 | 0.999646782185823 |
21 | 0.000263887684378987 | 0.000527775368757975 | 0.999736112315621 |
22 | 0.000126536081834145 | 0.00025307216366829 | 0.999873463918166 |
23 | 0.000166596334878555 | 0.000333192669757111 | 0.999833403665122 |
24 | 0.000159795617832874 | 0.000319591235665749 | 0.999840204382167 |
25 | 9.31756713361482e-05 | 0.000186351342672296 | 0.999906824328664 |
26 | 6.73045643786576e-05 | 0.000134609128757315 | 0.999932695435621 |
27 | 3.37607349002401e-05 | 6.75214698004802e-05 | 0.9999662392651 |
28 | 1.63248260386758e-05 | 3.26496520773517e-05 | 0.999983675173961 |
29 | 7.46268936412754e-06 | 1.49253787282551e-05 | 0.999992537310636 |
30 | 3.38861360896887e-06 | 6.77722721793773e-06 | 0.99999661138639 |
31 | 1.52901562223316e-06 | 3.05803124446632e-06 | 0.999998470984378 |
32 | 4.59040938912062e-06 | 9.18081877824124e-06 | 0.99999540959061 |
33 | 1.52839894296956e-05 | 3.05679788593913e-05 | 0.99998471601057 |
34 | 9.12466178426482e-06 | 1.82493235685296e-05 | 0.999990875338216 |
35 | 1.34555634282212e-05 | 2.69111268564424e-05 | 0.999986544436572 |
36 | 6.77709669151952e-06 | 1.35541933830390e-05 | 0.999993222903308 |
37 | 3.6537453782747e-06 | 7.3074907565494e-06 | 0.999996346254622 |
38 | 2.88102960717452e-06 | 5.76205921434905e-06 | 0.999997118970393 |
39 | 1.52314461846888e-06 | 3.04628923693776e-06 | 0.999998476855382 |
40 | 7.42479995593218e-07 | 1.48495999118644e-06 | 0.999999257520004 |
41 | 4.54214494293897e-07 | 9.08428988587795e-07 | 0.999999545785506 |
42 | 3.27096003337356e-07 | 6.54192006674712e-07 | 0.999999672903997 |
43 | 4.10575018992179e-07 | 8.21150037984359e-07 | 0.99999958942498 |
44 | 1.70006854946878e-06 | 3.40013709893756e-06 | 0.99999829993145 |
45 | 8.72507738016027e-07 | 1.74501547603205e-06 | 0.999999127492262 |
46 | 5.60486436560903e-07 | 1.12097287312181e-06 | 0.999999439513563 |
47 | 3.05347445957154e-07 | 6.10694891914307e-07 | 0.999999694652554 |
48 | 2.88245663792034e-06 | 5.76491327584068e-06 | 0.999997117543362 |
49 | 2.18852409985808e-06 | 4.37704819971617e-06 | 0.9999978114759 |
50 | 2.8971654540567e-06 | 5.7943309081134e-06 | 0.999997102834546 |
51 | 3.55925268023907e-06 | 7.11850536047814e-06 | 0.99999644074732 |
52 | 2.19579569960614e-06 | 4.39159139921227e-06 | 0.9999978042043 |
53 | 1.26453855792846e-06 | 2.52907711585692e-06 | 0.999998735461442 |
54 | 2.12628082620708e-06 | 4.25256165241416e-06 | 0.999997873719174 |
55 | 9.83813003855478e-06 | 1.96762600771096e-05 | 0.999990161869961 |
56 | 6.59272463088855e-06 | 1.31854492617771e-05 | 0.99999340727537 |
57 | 4.59081918425323e-06 | 9.18163836850646e-06 | 0.999995409180816 |
58 | 6.71391737368569e-06 | 1.34278347473714e-05 | 0.999993286082626 |
59 | 4.00738949643688e-06 | 8.01477899287376e-06 | 0.999995992610504 |
60 | 0.00230562851030234 | 0.00461125702060468 | 0.997694371489698 |
61 | 0.00184642763864905 | 0.00369285527729811 | 0.998153572361351 |
62 | 0.00343149200055287 | 0.00686298400110574 | 0.996568507999447 |
63 | 0.00287504463844176 | 0.00575008927688353 | 0.997124955361558 |
64 | 0.00478254838107982 | 0.00956509676215964 | 0.99521745161892 |
65 | 0.00352093506509201 | 0.00704187013018402 | 0.996479064934908 |
66 | 0.00267281928553581 | 0.00534563857107162 | 0.997327180714464 |
67 | 0.00272676592747980 | 0.00545353185495959 | 0.99727323407252 |
68 | 0.00584469233853394 | 0.0116893846770679 | 0.994155307661466 |
69 | 0.00442290527227599 | 0.00884581054455199 | 0.995577094727724 |
70 | 0.0084723801159986 | 0.0169447602319972 | 0.991527619884001 |
71 | 0.00651107251249193 | 0.0130221450249839 | 0.993488927487508 |
72 | 0.00494316218060769 | 0.00988632436121537 | 0.995056837819392 |
73 | 0.00395014176799797 | 0.00790028353599594 | 0.996049858232002 |
74 | 0.00306248623157402 | 0.00612497246314805 | 0.996937513768426 |
75 | 0.00307258271324805 | 0.00614516542649609 | 0.996927417286752 |
76 | 0.00453832245531525 | 0.0090766449106305 | 0.995461677544685 |
77 | 0.00356911973171773 | 0.00713823946343547 | 0.996430880268282 |
78 | 0.00266582164473577 | 0.00533164328947153 | 0.997334178355264 |
79 | 0.00231458384138903 | 0.00462916768277807 | 0.99768541615861 |
80 | 0.00207960537787171 | 0.00415921075574341 | 0.997920394622128 |
81 | 0.00156675854893319 | 0.00313351709786638 | 0.998433241451067 |
82 | 0.0032818226434679 | 0.0065636452869358 | 0.996718177356532 |
83 | 0.00707653041365835 | 0.0141530608273167 | 0.992923469586342 |
84 | 0.00782802307340447 | 0.0156560461468089 | 0.992171976926596 |
85 | 0.00682086120468361 | 0.0136417224093672 | 0.993179138795316 |
86 | 0.00549597117861522 | 0.0109919423572304 | 0.994504028821385 |
87 | 0.00533265123067563 | 0.0106653024613513 | 0.994667348769324 |
88 | 0.00409479091875039 | 0.00818958183750077 | 0.99590520908125 |
89 | 0.00672964242000136 | 0.0134592848400027 | 0.993270357579999 |
90 | 0.00723096354103528 | 0.0144619270820706 | 0.992769036458965 |
91 | 0.00571924122849681 | 0.0114384824569936 | 0.994280758771503 |
92 | 0.00604367850892019 | 0.0120873570178404 | 0.99395632149108 |
93 | 0.0053298635739442 | 0.0106597271478884 | 0.994670136426056 |
94 | 0.00412665103353349 | 0.00825330206706698 | 0.995873348966467 |
95 | 0.00317950048526847 | 0.00635900097053693 | 0.996820499514732 |
96 | 0.00244682599074517 | 0.00489365198149033 | 0.997553174009255 |
97 | 0.00185764714925867 | 0.00371529429851734 | 0.998142352850741 |
98 | 0.00140076330325333 | 0.00280152660650666 | 0.998599236696747 |
99 | 0.00105051792128799 | 0.00210103584257597 | 0.998949482078712 |
100 | 0.000782537322792064 | 0.00156507464558413 | 0.999217462677208 |
101 | 0.000580855907700917 | 0.00116171181540183 | 0.999419144092299 |
102 | 0.000580483002228611 | 0.00116096600445722 | 0.999419516997771 |
103 | 0.000587050980713847 | 0.00117410196142769 | 0.999412949019286 |
104 | 0.000530964525726383 | 0.00106192905145277 | 0.999469035474274 |
105 | 0.000396121938932453 | 0.000792243877864906 | 0.999603878061068 |
106 | 0.000624350060104034 | 0.00124870012020807 | 0.999375649939896 |
107 | 0.000467327666417962 | 0.000934655332835925 | 0.999532672333582 |
108 | 0.000347457850996676 | 0.000694915701993352 | 0.999652542149003 |
109 | 0.000304752559748157 | 0.000609505119496314 | 0.999695247440252 |
110 | 0.000347926511877148 | 0.000695853023754295 | 0.999652073488123 |
111 | 0.000424212387981081 | 0.000848424775962163 | 0.999575787612019 |
112 | 0.000322213307893395 | 0.00064442661578679 | 0.999677786692107 |
113 | 0.000242607871373151 | 0.000485215742746303 | 0.999757392128627 |
114 | 0.000177490772161758 | 0.000354981544323516 | 0.999822509227838 |
115 | 0.000135810247062818 | 0.000271620494125637 | 0.999864189752937 |
116 | 0.000124873869732064 | 0.000249747739464129 | 0.999875126130268 |
117 | 9.66837060025604e-05 | 0.000193367412005121 | 0.999903316293997 |
118 | 7.49251111512786e-05 | 0.000149850222302557 | 0.999925074888849 |
119 | 0.000138185199355644 | 0.000276370398711288 | 0.999861814800644 |
120 | 0.000100963678078869 | 0.000201927356157738 | 0.99989903632192 |
121 | 0.0001031179885804 | 0.0002062359771608 | 0.99989688201142 |
122 | 0.000137974071116619 | 0.000275948142233237 | 0.999862025928883 |
123 | 0.000182648255827454 | 0.000365296511654908 | 0.999817351744173 |
124 | 0.000152900516204756 | 0.000305801032409512 | 0.999847099483795 |
125 | 0.000112281454911249 | 0.000224562909822499 | 0.999887718545089 |
126 | 0.000126464749749656 | 0.000252929499499312 | 0.99987353525025 |
127 | 9.2286194301805e-05 | 0.00018457238860361 | 0.999907713805698 |
128 | 7.33825860129045e-05 | 0.000146765172025809 | 0.999926617413987 |
129 | 5.35306439926934e-05 | 0.000107061287985387 | 0.999946469356007 |
130 | 3.87157213985493e-05 | 7.74314427970986e-05 | 0.999961284278601 |
131 | 8.44782371915997e-05 | 0.000168956474383199 | 0.999915521762808 |
132 | 6.30457530686834e-05 | 0.000126091506137367 | 0.999936954246931 |
133 | 5.43935225547097e-05 | 0.000108787045109419 | 0.999945606477445 |
134 | 0.000105508907191886 | 0.000211017814383772 | 0.999894491092808 |
135 | 8.19008701742592e-05 | 0.000163801740348518 | 0.999918099129826 |
136 | 6.39782880184623e-05 | 0.000127956576036925 | 0.999936021711981 |
137 | 4.66847602227828e-05 | 9.33695204455657e-05 | 0.999953315239777 |
138 | 3.42942442055764e-05 | 6.85884884111527e-05 | 0.999965705755794 |
139 | 3.33894259959319e-05 | 6.67788519918638e-05 | 0.999966610574004 |
140 | 2.80927957426579e-05 | 5.61855914853159e-05 | 0.999971907204257 |
141 | 2.01665135469771e-05 | 4.03330270939542e-05 | 0.999979833486453 |
142 | 2.20758964789943e-05 | 4.41517929579886e-05 | 0.999977924103521 |
143 | 2.24593683696128e-05 | 4.49187367392256e-05 | 0.99997754063163 |
144 | 5.7107489146946e-05 | 0.000114214978293892 | 0.999942892510853 |
145 | 8.55519262934122e-05 | 0.000171103852586824 | 0.999914448073707 |
146 | 0.000114007223955319 | 0.000228014447910639 | 0.999885992776045 |
147 | 9.98440337311056e-05 | 0.000199688067462211 | 0.999900155966269 |
148 | 8.52754968752579e-05 | 0.000170550993750516 | 0.999914724503125 |
149 | 6.30266136299561e-05 | 0.000126053227259912 | 0.99993697338637 |
150 | 8.26669358495983e-05 | 0.000165333871699197 | 0.99991733306415 |
151 | 6.1106978189801e-05 | 0.000122213956379602 | 0.99993889302181 |
152 | 4.58397773893983e-05 | 9.16795547787966e-05 | 0.99995416022261 |
153 | 3.43436543438639e-05 | 6.86873086877278e-05 | 0.999965656345656 |
154 | 3.96661113597072e-05 | 7.93322227194143e-05 | 0.99996033388864 |
155 | 3.07575082985588e-05 | 6.15150165971177e-05 | 0.999969242491701 |
156 | 6.46201259345821e-05 | 0.000129240251869164 | 0.999935379874065 |
157 | 9.9089646524548e-05 | 0.000198179293049096 | 0.999900910353476 |
158 | 7.47913579718744e-05 | 0.000149582715943749 | 0.999925208642028 |
159 | 5.71167832575545e-05 | 0.000114233566515109 | 0.999942883216743 |
160 | 6.56505571324845e-05 | 0.000131301114264969 | 0.999934349442868 |
161 | 4.84799156835153e-05 | 9.69598313670307e-05 | 0.999951520084317 |
162 | 3.55761174165179e-05 | 7.11522348330359e-05 | 0.999964423882584 |
163 | 2.66836590490608e-05 | 5.33673180981215e-05 | 0.99997331634095 |
164 | 9.79220788548553e-05 | 0.000195844157709711 | 0.999902077921145 |
165 | 9.77087433719345e-05 | 0.000195417486743869 | 0.999902291256628 |
166 | 7.593797558403e-05 | 0.00015187595116806 | 0.999924062024416 |
167 | 0.000101532379745949 | 0.000203064759491898 | 0.999898467620254 |
168 | 0.00292772177024083 | 0.00585544354048166 | 0.99707227822976 |
169 | 0.00233500012141383 | 0.00467000024282767 | 0.997664999878586 |
170 | 0.00249558222207776 | 0.00499116444415551 | 0.997504417777922 |
171 | 0.0132434089775545 | 0.0264868179551089 | 0.986756591022446 |
172 | 0.0151022738917755 | 0.030204547783551 | 0.984897726108225 |
173 | 0.0152818247836737 | 0.0305636495673475 | 0.984718175216326 |
174 | 0.0131252906796566 | 0.0262505813593132 | 0.986874709320343 |
175 | 0.0124468342721193 | 0.0248936685442386 | 0.98755316572788 |
176 | 0.0103742357247467 | 0.0207484714494933 | 0.989625764275253 |
177 | 0.0111615513896745 | 0.0223231027793491 | 0.988838448610325 |
178 | 0.00928323285415623 | 0.0185664657083125 | 0.990716767145844 |
179 | 0.0182067209929862 | 0.0364134419859724 | 0.981793279007014 |
180 | 0.0159875128772686 | 0.0319750257545373 | 0.984012487122731 |
181 | 0.0155928173840233 | 0.0311856347680466 | 0.984407182615977 |
182 | 0.0129791963085109 | 0.0259583926170218 | 0.98702080369149 |
183 | 0.0107570236753945 | 0.0215140473507890 | 0.989242976324606 |
184 | 0.00934923247875782 | 0.0186984649575156 | 0.990650767521242 |
185 | 0.0166070699156212 | 0.0332141398312423 | 0.983392930084379 |
186 | 0.0144298607345301 | 0.0288597214690603 | 0.98557013926547 |
187 | 0.0120048098162646 | 0.0240096196325292 | 0.987995190183735 |
188 | 0.0115709418802956 | 0.0231418837605912 | 0.988429058119704 |
189 | 0.0165441060903216 | 0.0330882121806432 | 0.983455893909678 |
190 | 0.0194896698172337 | 0.0389793396344674 | 0.980510330182766 |
191 | 0.0163403645942062 | 0.0326807291884124 | 0.983659635405794 |
192 | 0.0165938627139828 | 0.0331877254279655 | 0.983406137286017 |
193 | 0.0149958939755771 | 0.0299917879511541 | 0.985004106024423 |
194 | 0.0159195628285281 | 0.0318391256570561 | 0.984080437171472 |
195 | 0.0139007343506774 | 0.0278014687013548 | 0.986099265649323 |
196 | 0.0116075389038597 | 0.0232150778077193 | 0.98839246109614 |
197 | 0.0251319211050494 | 0.0502638422100988 | 0.97486807889495 |
198 | 0.0228886835448089 | 0.0457773670896179 | 0.97711131645519 |
199 | 0.0199557720999532 | 0.0399115441999065 | 0.980044227900047 |
200 | 0.0241251029540098 | 0.0482502059080195 | 0.97587489704599 |
201 | 0.0215498628388966 | 0.0430997256777931 | 0.978450137161103 |
202 | 0.0181654538678147 | 0.0363309077356293 | 0.981834546132185 |
203 | 0.0152504841974542 | 0.0305009683949084 | 0.984749515802546 |
204 | 0.0139291528425001 | 0.0278583056850002 | 0.9860708471575 |
205 | 0.0158371578046031 | 0.0316743156092062 | 0.984162842195397 |
206 | 0.0133224634976582 | 0.0266449269953164 | 0.986677536502342 |
207 | 0.0169862473093641 | 0.0339724946187282 | 0.983013752690636 |
208 | 0.0191798517898550 | 0.0383597035797100 | 0.980820148210145 |
209 | 0.0332983108931183 | 0.0665966217862365 | 0.966701689106882 |
210 | 0.0300973224754763 | 0.0601946449509525 | 0.969902677524524 |
211 | 0.036573106835035 | 0.07314621367007 | 0.963426893164965 |
212 | 0.0350238481487775 | 0.070047696297555 | 0.964976151851223 |
213 | 0.0338698812301617 | 0.0677397624603233 | 0.966130118769838 |
214 | 0.0357198429042987 | 0.0714396858085974 | 0.964280157095701 |
215 | 0.0415612231335554 | 0.0831224462671107 | 0.958438776866445 |
216 | 0.0471844959728406 | 0.0943689919456812 | 0.95281550402716 |
217 | 0.0449566901168294 | 0.0899133802336589 | 0.95504330988317 |
218 | 0.0438786388964899 | 0.0877572777929799 | 0.95612136110351 |
219 | 0.0392542642770178 | 0.0785085285540356 | 0.960745735722982 |
220 | 0.0344758786127619 | 0.0689517572255238 | 0.965524121387238 |
221 | 0.0333659745385654 | 0.0667319490771308 | 0.966634025461435 |
222 | 0.0298891988942309 | 0.0597783977884619 | 0.97011080110577 |
223 | 0.0269001374056935 | 0.053800274811387 | 0.973099862594307 |
224 | 0.0323886000598060 | 0.0647772001196119 | 0.967611399940194 |
225 | 0.0305367427087527 | 0.0610734854175054 | 0.969463257291247 |
226 | 0.0259408449701174 | 0.0518816899402348 | 0.974059155029883 |
227 | 0.0247319701641990 | 0.0494639403283979 | 0.97526802983580 |
228 | 0.0230188061131238 | 0.0460376122262477 | 0.976981193886876 |
229 | 0.0194429955102628 | 0.0388859910205257 | 0.980557004489737 |
230 | 0.0251480584502313 | 0.0502961169004625 | 0.974851941549769 |
231 | 0.0213176875673824 | 0.0426353751347648 | 0.978682312432618 |
232 | 0.0179422165187252 | 0.0358844330374504 | 0.982057783481275 |
233 | 0.0156087224643401 | 0.0312174449286801 | 0.98439127753566 |
234 | 0.0272666894685311 | 0.0545333789370622 | 0.972733310531469 |
235 | 0.0262012003286901 | 0.0524024006573801 | 0.97379879967131 |
236 | 0.0229532529545971 | 0.0459065059091942 | 0.977046747045403 |
237 | 0.0198049853708263 | 0.0396099707416527 | 0.980195014629174 |
238 | 0.0178386474358570 | 0.0356772948717141 | 0.982161352564143 |
239 | 0.0159629197195921 | 0.0319258394391842 | 0.984037080280408 |
240 | 0.0135762625645349 | 0.0271525251290697 | 0.986423737435465 |
241 | 0.0125284118684102 | 0.0250568237368204 | 0.98747158813159 |
242 | 0.0119658294119489 | 0.0239316588238977 | 0.98803417058805 |
243 | 0.0098993316146352 | 0.0197986632292704 | 0.990100668385365 |
244 | 0.00822711968339644 | 0.0164542393667929 | 0.991772880316603 |
245 | 0.00683021493239246 | 0.0136604298647849 | 0.993169785067608 |
246 | 0.00586040318448008 | 0.0117208063689602 | 0.99413959681552 |
247 | 0.00618311409407413 | 0.0123662281881483 | 0.993816885905926 |
248 | 0.00629336098776043 | 0.0125867219755209 | 0.99370663901224 |
249 | 0.00540041259885354 | 0.0108008251977071 | 0.994599587401146 |
250 | 0.00451984607182064 | 0.00903969214364128 | 0.99548015392818 |
251 | 0.00399099605379575 | 0.0079819921075915 | 0.996009003946204 |
252 | 0.00326715503397494 | 0.00653431006794987 | 0.996732844966025 |
253 | 0.00269570299064581 | 0.00539140598129162 | 0.997304297009354 |
254 | 0.00295841995885197 | 0.00591683991770393 | 0.997041580041148 |
255 | 0.00252011420257086 | 0.00504022840514171 | 0.99747988579743 |
256 | 0.00228845497385362 | 0.00457690994770724 | 0.997711545026146 |
257 | 0.00200751668431249 | 0.00401503336862498 | 0.997992483315687 |
258 | 0.00279524136141425 | 0.00559048272282851 | 0.997204758638586 |
259 | 0.00376404638366500 | 0.00752809276732999 | 0.996235953616335 |
260 | 0.0031452450148806 | 0.0062904900297612 | 0.99685475498512 |
261 | 0.00307043575724598 | 0.00614087151449196 | 0.996929564242754 |
262 | 0.00257878889225151 | 0.00515757778450302 | 0.997421211107749 |
263 | 0.00254419707843678 | 0.00508839415687355 | 0.997455802921563 |
264 | 0.00354676153244056 | 0.00709352306488112 | 0.99645323846756 |
265 | 0.00480568644198525 | 0.0096113728839705 | 0.995194313558015 |
266 | 0.0040537159500245 | 0.008107431900049 | 0.995946284049976 |
267 | 0.00580328713539518 | 0.0116065742707904 | 0.994196712864605 |
268 | 0.0046936720652625 | 0.0093873441305250 | 0.995306327934738 |
269 | 0.0053871318606261 | 0.0107742637212522 | 0.994612868139374 |
270 | 0.00438220370907011 | 0.00876440741814021 | 0.99561779629093 |
271 | 0.00385332350360052 | 0.00770664700720104 | 0.9961466764964 |
272 | 0.00448825112069437 | 0.00897650224138875 | 0.995511748879306 |
273 | 0.00405771832801144 | 0.00811543665602289 | 0.995942281671989 |
274 | 0.00364896983846644 | 0.00729793967693288 | 0.996351030161533 |
275 | 0.00291000168464222 | 0.00582000336928443 | 0.997089998315358 |
276 | 0.00231655296543579 | 0.00463310593087157 | 0.997683447034564 |
277 | 0.00183937897544565 | 0.0036787579508913 | 0.998160621024554 |
278 | 0.00144019710359795 | 0.00288039420719589 | 0.998559802896402 |
279 | 0.00112604562287692 | 0.00225209124575383 | 0.998873954377123 |
280 | 0.000869754518627857 | 0.00173950903725571 | 0.999130245481372 |
281 | 0.000715452003039537 | 0.00143090400607907 | 0.99928454799696 |
282 | 0.000611314861584307 | 0.00122262972316861 | 0.999388685138416 |
283 | 0.000467414665318006 | 0.000934829330636013 | 0.999532585334682 |
284 | 0.000383693056343343 | 0.000767386112686686 | 0.999616306943657 |
285 | 0.000417355731161344 | 0.000834711462322688 | 0.999582644268839 |
286 | 0.000319007972801815 | 0.00063801594560363 | 0.999680992027198 |
287 | 0.000239783023233044 | 0.000479566046466087 | 0.999760216976767 |
288 | 0.000180606592609211 | 0.000361213185218423 | 0.99981939340739 |
289 | 0.000133802903239002 | 0.000267605806478005 | 0.999866197096761 |
290 | 0.000101506615465807 | 0.000203013230931615 | 0.999898493384534 |
291 | 7.47026964464708e-05 | 0.000149405392892942 | 0.999925297303554 |
292 | 5.51148472360121e-05 | 0.000110229694472024 | 0.999944885152764 |
293 | 4.68445353886544e-05 | 9.36890707773088e-05 | 0.999953155464611 |
294 | 3.44811727389332e-05 | 6.89623454778664e-05 | 0.999965518827261 |
295 | 4.03193843921282e-05 | 8.06387687842564e-05 | 0.999959680615608 |
296 | 3.24036087765276e-05 | 6.48072175530552e-05 | 0.999967596391223 |
297 | 6.16341974512062e-05 | 0.000123268394902412 | 0.99993836580255 |
298 | 6.4744641098384e-05 | 0.000129489282196768 | 0.999935255358902 |
299 | 5.92441725428841e-05 | 0.000118488345085768 | 0.999940755827457 |
300 | 4.32059200014340e-05 | 8.64118400028679e-05 | 0.999956794079998 |
301 | 3.74855592882253e-05 | 7.49711185764506e-05 | 0.999962514440712 |
302 | 2.96806333439712e-05 | 5.93612666879424e-05 | 0.999970319366656 |
303 | 2.56941249058151e-05 | 5.13882498116301e-05 | 0.999974305875094 |
304 | 2.98537710681181e-05 | 5.97075421362363e-05 | 0.999970146228932 |
305 | 2.28597836444572e-05 | 4.57195672889143e-05 | 0.999977140216356 |
306 | 1.61064684629359e-05 | 3.22129369258718e-05 | 0.999983893531537 |
307 | 1.16663901916600e-05 | 2.33327803833201e-05 | 0.999988333609808 |
308 | 9.94712652717927e-06 | 1.98942530543585e-05 | 0.999990052873473 |
309 | 6.90606113333691e-06 | 1.38121222666738e-05 | 0.999993093938867 |
310 | 4.82374558344985e-06 | 9.6474911668997e-06 | 0.999995176254417 |
311 | 5.05032427563909e-06 | 1.01006485512782e-05 | 0.999994949675724 |
312 | 3.54354576893734e-06 | 7.08709153787468e-06 | 0.999996456454231 |
313 | 2.85807399425023e-06 | 5.71614798850045e-06 | 0.999997141926006 |
314 | 1.96000630206962e-06 | 3.92001260413924e-06 | 0.999998039993698 |
315 | 1.65322117136105e-06 | 3.30644234272211e-06 | 0.999998346778829 |
316 | 1.13203878661417e-06 | 2.26407757322835e-06 | 0.999998867961213 |
317 | 7.53613223025137e-07 | 1.50722644605027e-06 | 0.999999246386777 |
318 | 4.95459189786813e-07 | 9.90918379573626e-07 | 0.99999950454081 |
319 | 3.27477421127092e-07 | 6.54954842254183e-07 | 0.999999672522579 |
320 | 2.12692392854092e-07 | 4.25384785708183e-07 | 0.999999787307607 |
321 | 1.36937812836988e-07 | 2.73875625673976e-07 | 0.999999863062187 |
322 | 8.68648962106798e-08 | 1.73729792421360e-07 | 0.999999913135104 |
323 | 3.67758453576811e-07 | 7.35516907153622e-07 | 0.999999632241546 |
324 | 4.32333735417595e-07 | 8.64667470835191e-07 | 0.999999567666265 |
325 | 2.94023002120853e-07 | 5.88046004241706e-07 | 0.999999705976998 |
326 | 1.92652437690896e-07 | 3.85304875381792e-07 | 0.999999807347562 |
327 | 1.26621181776661e-07 | 2.53242363553321e-07 | 0.999999873378818 |
328 | 2.3102725947794e-07 | 4.6205451895588e-07 | 0.99999976897274 |
329 | 3.42843899749566e-07 | 6.85687799499131e-07 | 0.9999996571561 |
330 | 2.20823730355024e-07 | 4.41647460710049e-07 | 0.99999977917627 |
331 | 1.39345424204713e-07 | 2.78690848409427e-07 | 0.999999860654576 |
332 | 8.67330708102428e-08 | 1.73466141620486e-07 | 0.99999991326693 |
333 | 5.3191182128907e-08 | 1.06382364257814e-07 | 0.999999946808818 |
334 | 8.21841332267654e-08 | 1.64368266453531e-07 | 0.999999917815867 |
335 | 6.38234570104709e-08 | 1.27646914020942e-07 | 0.999999936176543 |
336 | 4.75948437453452e-08 | 9.51896874906905e-08 | 0.999999952405156 |
337 | 5.39207944783158e-08 | 1.07841588956632e-07 | 0.999999946079206 |
338 | 5.94725749278075e-08 | 1.18945149855615e-07 | 0.999999940527425 |
339 | 1.69696067302023e-07 | 3.39392134604046e-07 | 0.999999830303933 |
340 | 1.07051169092111e-07 | 2.14102338184223e-07 | 0.999999892948831 |
341 | 6.795538075475e-08 | 1.359107615095e-07 | 0.99999993204462 |
342 | 4.06526439859466e-08 | 8.13052879718932e-08 | 0.999999959347356 |
343 | 2.54308270095322e-08 | 5.08616540190645e-08 | 0.999999974569173 |
344 | 1.82987951065709e-08 | 3.65975902131418e-08 | 0.999999981701205 |
345 | 7.62465043784381e-08 | 1.52493008756876e-07 | 0.999999923753496 |
346 | 5.1545754883396e-08 | 1.03091509766792e-07 | 0.999999948454245 |
347 | 8.7729169271511e-08 | 1.75458338543022e-07 | 0.99999991227083 |
348 | 5.28458050700227e-08 | 1.05691610140045e-07 | 0.999999947154195 |
349 | 3.62858849432874e-08 | 7.25717698865748e-08 | 0.999999963714115 |
350 | 4.31322538744686e-08 | 8.62645077489372e-08 | 0.999999956867746 |
351 | 4.12814314032766e-06 | 8.25628628065533e-06 | 0.99999587185686 |
352 | 3.04789440162822e-06 | 6.09578880325643e-06 | 0.999996952105598 |
353 | 4.19460971542541e-05 | 8.38921943085082e-05 | 0.999958053902846 |
354 | 0.00113415382098235 | 0.00226830764196470 | 0.998865846179018 |
355 | 0.000907242000902476 | 0.00181448400180495 | 0.999092757999098 |
356 | 0.000769157321072033 | 0.00153831464214407 | 0.999230842678928 |
357 | 0.00528733417958442 | 0.0105746683591688 | 0.994712665820416 |
358 | 0.00429799426160002 | 0.00859598852320005 | 0.9957020057384 |
359 | 0.00394437084213848 | 0.00788874168427696 | 0.996055629157861 |
360 | 0.00299078149180862 | 0.00598156298361723 | 0.997009218508191 |
361 | 0.00206593214875519 | 0.00413186429751037 | 0.997934067851245 |
362 | 0.00268001930618963 | 0.00536003861237927 | 0.99731998069381 |
363 | 0.00187956062702614 | 0.00375912125405229 | 0.998120439372974 |
364 | 0.0105265988832623 | 0.0210531977665246 | 0.989473401116738 |
365 | 0.0116380248835253 | 0.0232760497670505 | 0.988361975116475 |
366 | 0.00893141065356292 | 0.0178628213071258 | 0.991068589346437 |
367 | 0.0375521171408491 | 0.0751042342816981 | 0.96244788285915 |
368 | 0.0287339717585537 | 0.0574679435171075 | 0.971266028241446 |
369 | 0.0221433716549427 | 0.0442867433098854 | 0.977856628345057 |
370 | 0.672696308705148 | 0.654607382589704 | 0.327303691294852 |
371 | 0.673062125045612 | 0.653875749908776 | 0.326937874954388 |
372 | 0.625469413676097 | 0.749061172647806 | 0.374530586323903 |
373 | 0.571150991107537 | 0.857698017784925 | 0.428849008892463 |
374 | 0.558138388701031 | 0.883723222597938 | 0.441861611298969 |
375 | 0.492525940343851 | 0.985051880687701 | 0.507474059656149 |
376 | 0.456575012022886 | 0.913150024045772 | 0.543424987977114 |
377 | 0.887044924803601 | 0.225910150392798 | 0.112955075196399 |
378 | 0.846598708959867 | 0.306802582080265 | 0.153401291040133 |
379 | 0.849271576892888 | 0.301456846214224 | 0.150728423107112 |
380 | 0.817440122736242 | 0.365119754527516 | 0.182559877263758 |
381 | 0.778066505686481 | 0.443866988627038 | 0.221933494313519 |
382 | 0.899476993538195 | 0.201046012923610 | 0.100523006461805 |
383 | 0.848173088143432 | 0.303653823713136 | 0.151826911856568 |
384 | 0.914815096344222 | 0.170369807311555 | 0.0851849036557776 |
385 | 0.861367926949045 | 0.27726414610191 | 0.138632073050955 |
386 | 0.785825212973388 | 0.428349574053224 | 0.214174787026612 |
387 | 0.77058828553707 | 0.458823428925861 | 0.229411714462931 |
388 | 0.691924090167278 | 0.616151819665445 | 0.308075909832722 |
389 | 0.96710211458508 | 0.065795770829842 | 0.032897885414921 |
390 | 0.914571486939556 | 0.170857026120888 | 0.0854285130604439 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 256 | 0.663212435233161 | NOK |
5% type I error level | 339 | 0.878238341968912 | NOK |
10% type I error level | 366 | 0.94818652849741 | NOK |