Multiple Linear Regression - Estimated Regression Equation |
depression[t] = + 26.4521079693122 -0.0502643542894257connected[t] -0.0104862319110606separated[t] -0.797594383277412happiness[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) | 26.4521079693122 | 1.9771 | 13.3792 | 0 | 0 |
connected | -0.0502643542894257 | 0.051801 | -0.9703 | 0.332777 | 0.166388 |
separated | -0.0104862319110606 | 0.052944 | -0.1981 | 0.84315 | 0.421575 |
happiness | -0.797594383277412 | 0.070513 | -11.3114 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.586044831497431 |
R-squared | 0.343448544524852 |
Adjusted R-squared | 0.335872950807831 |
F-TEST (value) | 45.3361884697153 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 260 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.82748287286659 |
Sum Squared Residuals | 2078.61144305201 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 12 | 12.8264712649418 | -0.826471264941798 |
2 | 11 | 9.7995398318773 | 1.2004601681227 |
3 | 14 | 15.8036210076908 | -1.80362100769083 |
4 | 12 | 14.9767347339461 | -2.97673473394612 |
5 | 21 | 11.593619210324 | 9.40638078967605 |
6 | 12 | 10.0320559447682 | 1.96794405523181 |
7 | 22 | 13.000403596898 | 8.99959640310199 |
8 | 11 | 13.1992942087898 | -2.19929420878984 |
9 | 10 | 12.3116573488446 | -2.31165734884463 |
10 | 13 | 12.229934298822 | 0.770065701177975 |
11 | 10 | 10.6578848013552 | -0.657884801355201 |
12 | 8 | 9.13176604764605 | -1.13176604764605 |
13 | 15 | 16.1991005566528 | -1.19910055665284 |
14 | 14 | 11.3318112069658 | 2.66818879303424 |
15 | 10 | 10.0486947980586 | -0.0486947980585534 |
16 | 14 | 13.3312816131019 | 0.668718386898132 |
17 | 14 | 13.1407104278552 | 0.859289572144774 |
18 | 11 | 10.5844811779778 | 0.415518822022224 |
19 | 10 | 12.9269999735206 | -2.92699997352059 |
20 | 13 | 11.7465790784581 | 1.25342092154189 |
21 | 9.5 | 10.1409040799922 | -0.640904079992222 |
22 | 14 | 15.7953015810456 | -1.79530158104565 |
23 | 12 | 12.9269999735206 | -0.926999973520585 |
24 | 14 | 14.6122312167432 | -0.612231216743199 |
25 | 11 | 10.5971342151547 | 0.402865784845285 |
26 | 9 | 16.8773605727952 | -7.87736057279515 |
27 | 11 | 11.5140629655672 | -0.514062965567221 |
28 | 15 | 13.2390723311682 | 1.7609276688318 |
29 | 14 | 12.483422875535 | 1.51657712446497 |
30 | 13 | 15.6235360543553 | -2.62353605435525 |
31 | 9 | 11.8073296646586 | -2.80732966465859 |
32 | 15 | 14.3906839997375 | 0.609316000262532 |
33 | 10 | 10.7081491556446 | -0.708149155644626 |
34 | 11 | 12.3912135936014 | -1.39121359360136 |
35 | 13 | 13.2622116002562 | -0.262211600256198 |
36 | 8 | 11.736092846547 | -3.73609284654704 |
37 | 20 | 17.4910190561793 | 2.50898094382068 |
38 | 12 | 12.3326298126668 | -0.332629812666754 |
39 | 10 | 11.11026398996 | -1.11026398996003 |
40 | 10 | 13.978082933511 | -3.978082933511 |
41 | 9 | 12.2928516902884 | -3.29285169028839 |
42 | 14 | 11.6355641379682 | 2.36443586203181 |
43 | 8 | 11.4449929527216 | -3.44499295272155 |
44 | 14 | 14.7756773167884 | -0.775677316788414 |
45 | 11 | 12.2845322636432 | -1.28453226364321 |
46 | 13 | 15.4517705276649 | -2.45177052766485 |
47 | 9 | 12.1691837126215 | -3.16918371262154 |
48 | 11 | 12.472936643624 | -1.47293664362397 |
49 | 15 | 10.6850098865566 | 4.31499011344337 |
50 | 11 | 13.8377761025538 | -2.83777610255379 |
51 | 10 | 11.6836616869917 | -1.68366168699174 |
52 | 14 | 13.3627403088351 | 0.63725969116495 |
53 | 18 | 15.7240647629341 | 2.2759352370659 |
54 | 14 | 14.7735105115225 | -0.773510511522537 |
55 | 11 | 14.9369566115678 | -3.93695661156775 |
56 | 14.5 | 12.2613929945552 | 2.23860700544479 |
57 | 13 | 11.37375613461 | 1.62624386539 |
58 | 9 | 12.6739940607817 | -3.67399406078167 |
59 | 10 | 14.6436899124764 | -4.64368991247638 |
60 | 15 | 14.7651910848774 | 0.234808915122647 |
61 | 20 | 18.2698077809005 | 1.73019221909951 |
62 | 12 | 13.8168036387317 | -1.81680363873167 |
63 | 12 | 15.6025635905331 | -3.60256359053313 |
64 | 14 | 13.3605735035692 | 0.639426496430828 |
65 | 13 | 12.4541309850677 | 0.545869014932274 |
66 | 11 | 16.328921155699 | -5.32892115569899 |
67 | 17 | 15.5020348819543 | 1.49796511804572 |
68 | 12 | 15.0899164797019 | -3.08991647970191 |
69 | 13 | 12.1084331264211 | 0.891566873578947 |
70 | 14 | 12.3409492393119 | 1.65905076068806 |
71 | 13 | 12.9982367916321 | 0.00176320836786771 |
72 | 15 | 11.7339260412812 | 3.26607395871883 |
73 | 13 | 12.3702411297792 | 0.629758870220758 |
74 | 10 | 12.1482112487994 | -2.14821124879942 |
75 | 11 | 14.0912646792668 | -3.09126467926679 |
76 | 19 | 14.6060785953639 | 4.39392140463611 |
77 | 13 | 10.6452317641783 | 2.35476823582174 |
78 | 17 | 14.0493197516225 | 2.95068024837745 |
79 | 13 | 12.7557171108043 | 0.244282889195719 |
80 | 9 | 13.9404716163985 | -4.94047161639851 |
81 | 11 | 12.4519641798018 | -1.45196417980185 |
82 | 9 | 12.3409492393119 | -3.34094923931194 |
83 | 12 | 11.4847710750999 | 0.515228924900084 |
84 | 12 | 12.5232009979134 | -0.523200997913396 |
85 | 13 | 13.3019897226346 | -0.301989722634563 |
86 | 13 | 12.1691837126215 | 0.83081628737846 |
87 | 12 | 13.2705310269014 | -1.27053102690138 |
88 | 15 | 14.2901552911586 | 0.709844708841383 |
89 | 22 | 18.8641779417543 | 3.13582205824568 |
90 | 13 | 10.9573041218259 | 2.04269587817412 |
91 | 15 | 13.9383048111326 | 1.06169518886736 |
92 | 13 | 12.2990043116677 | 0.700995688332305 |
93 | 15 | 13.3837127726572 | 1.61628722734283 |
94 | 12.5 | 14.3111277549807 | -1.81112775498074 |
95 | 11 | 11.3527836707879 | -0.352783670787884 |
96 | 16 | 14.6541761443874 | 1.34582385561256 |
97 | 11 | 13.2014610140557 | -2.20146101405571 |
98 | 11 | 10.6766904599114 | 0.323309540088555 |
99 | 10 | 12.5022285340913 | -2.50222853409127 |
100 | 10 | 10.6054536417999 | -0.605453641799898 |
101 | 16 | 14.6541761443874 | 1.34582385561256 |
102 | 12 | 11.4930905017451 | 0.5069094982549 |
103 | 11 | 15.7764959224894 | -4.77649592248941 |
104 | 16 | 12.4205054840687 | 3.57949451593133 |
105 | 19 | 16.9276249270846 | 2.07237507291542 |
106 | 11 | 11.4135342569884 | -0.41353425698837 |
107 | 16 | 12.0183906497533 | 3.98160935024674 |
108 | 15 | 16.2996292652317 | -1.29962926523169 |
109 | 24 | 15.8743751618283 | 8.12562483817171 |
110 | 14 | 12.6237297064922 | 1.37627029350775 |
111 | 15 | 15.7743291172235 | -0.774329117223528 |
112 | 11 | 14.0449861410908 | -3.0449861410908 |
113 | 15 | 13.3312816131019 | 1.66871838689813 |
114 | 12 | 9.87909607663403 | 2.12090392336597 |
115 | 10 | 11.495257307011 | -1.49525730701098 |
116 | 14 | 13.207613635435 | 0.792386364564982 |
117 | 13 | 13.1573492811456 | -0.157349281145593 |
118 | 9 | 13.2600447949903 | -4.26004479499032 |
119 | 15 | 12.9982367916321 | 2.00176320836787 |
120 | 15 | 14.834261097723 | 0.165738902276977 |
121 | 14 | 13.4444633588577 | 0.555536641142343 |
122 | 11 | 12.1691837126215 | -1.16918371262154 |
123 | 8 | 12.229934298822 | -4.22993429882202 |
124 | 11 | 12.3536022764889 | -1.35360227648888 |
125 | 11 | 14.1791403506687 | -3.17914035066871 |
126 | 8 | 10.5971342151547 | -2.59713421515471 |
127 | 10 | 10.2724088203302 | -0.272408820330162 |
128 | 11 | 9.2615866466922 | 1.7384133533078 |
129 | 13 | 12.3828941669562 | 0.617105833043821 |
130 | 11 | 14.1288759963793 | -3.12887599637928 |
131 | 20 | 17.5307971785577 | 2.46920282144231 |
132 | 10 | 12.0896274678648 | -2.08962746786481 |
133 | 15 | 12.8164676970048 | 2.18353230299523 |
134 | 12 | 12.229934298822 | -0.229934298822025 |
135 | 14 | 11.7780377741913 | 2.22196222580871 |
136 | 23 | 16.0404707311135 | 6.95952926888653 |
137 | 14 | 13.2097804407009 | 0.790219559299104 |
138 | 16 | 15.8036210076908 | 0.196378992309167 |
139 | 11 | 12.3724079350451 | -1.37240793504512 |
140 | 12 | 14.1581678868466 | -2.15816788684658 |
141 | 10 | 12.5232009979134 | -2.5232009979134 |
142 | 14 | 11.7946766274817 | 2.20532337251835 |
143 | 12 | 13.4108378578586 | -1.4108378578586 |
144 | 12 | 12.6888139032245 | -0.688813903224488 |
145 | 11 | 11.3549504760538 | -0.354950476053761 |
146 | 12 | 11.7990102380134 | 0.200989761986592 |
147 | 13 | 15.4915486500432 | -2.49154865004322 |
148 | 11 | 14.9474428434788 | -3.94744284347881 |
149 | 19 | 17.1789466985317 | 1.82105330146829 |
150 | 12 | 11.3715893293441 | 0.628410670655873 |
151 | 17 | 13.5842875258408 | 3.41571247415922 |
152 | 9 | 11.5831329784129 | -2.58313297841289 |
153 | 12 | 14.7127599253221 | -2.71275992532205 |
154 | 19 | 17.0071811718413 | 1.99281882815869 |
155 | 18 | 14.099584105912 | 3.90041589408802 |
156 | 15 | 13.9383048111326 | 1.06169518886736 |
157 | 14 | 13.2893366854576 | 0.710663314542374 |
158 | 11 | 9.2615866466922 | 1.7384133533078 |
159 | 9 | 14.0388335197115 | -5.03883351971149 |
160 | 18 | 14.8740392201014 | 3.12596077989861 |
161 | 16 | 13.9968885920672 | 2.00311140793275 |
162 | 24 | 16.8463845410361 | 7.15361545896393 |
163 | 14 | 13.4549495907687 | 0.545050409231282 |
164 | 20 | 11.4345067208105 | 8.56549327918951 |
165 | 18 | 16.3582130461663 | 1.6417869538337 |
166 | 23 | 16.1576382929827 | 6.84236170701731 |
167 | 12 | 13.4318103216807 | -1.43181032168072 |
168 | 14 | 15.3119463606817 | -1.31194636068173 |
169 | 16 | 17.1662936613548 | -1.16629366135477 |
170 | 18 | 17.5286303732918 | 0.471369626708189 |
171 | 20 | 15.4937154553091 | 4.50628454469091 |
172 | 12 | 11.4930905017451 | 0.5069094982549 |
173 | 12 | 16.845901877062 | -4.84590187706197 |
174 | 17 | 14.363558914536 | 2.63644108546396 |
175 | 13 | 11.5874665889446 | 1.41253341105535 |
176 | 9 | 14.1079035325572 | -5.10790353255716 |
177 | 16 | 17.0679317580418 | -1.0679317580418 |
178 | 18 | 15.0584577839687 | 2.94154221603128 |
179 | 10 | 11.8073296646586 | -1.80732966465859 |
180 | 14 | 15.3805337095533 | -1.38053370955331 |
181 | 11 | 13.098765500211 | -2.09876550021098 |
182 | 9 | 14.0095416292442 | -5.00954162924419 |
183 | 11 | 12.5524928883807 | -1.5524928883807 |
184 | 10 | 13.0401817192764 | -3.04018171927638 |
185 | 11 | 12.2911675489966 | -1.2911675489966 |
186 | 19 | 14.0974173006461 | 4.9025826993539 |
187 | 14 | 13.1197379640331 | 0.880262035966895 |
188 | 12 | 12.2028092136206 | -0.202809213620598 |
189 | 14 | 14.3823645730923 | -0.382364573092285 |
190 | 21 | 15.6926060672009 | 5.30739393279908 |
191 | 13 | 15.6926060672009 | -2.69260606720092 |
192 | 10 | 12.9562918639879 | -2.95629186398789 |
193 | 15 | 12.5336872298245 | 2.46631277017554 |
194 | 16 | 15.5313267724216 | 0.468673227578417 |
195 | 14 | 12.5441734617355 | 1.45582653826448 |
196 | 12 | 14.6227174486543 | -2.62271744865426 |
197 | 19 | 13.2517253683451 | 5.74827463165486 |
198 | 15 | 13.2390723311682 | 1.7609276688318 |
199 | 19 | 18.0665835584769 | 0.933416441523088 |
200 | 13 | 14.4409483540269 | -1.44094835402689 |
201 | 17 | 17.451240933801 | -0.451240933800959 |
202 | 12 | 12.967260759873 | -0.967260759873043 |
203 | 11 | 10.8589422185129 | 0.141057781487097 |
204 | 14 | 14.0388335197115 | -0.0388335197114888 |
205 | 11 | 12.472936643624 | -1.47293664362397 |
206 | 13 | 12.4016998255124 | 0.598300174487577 |
207 | 12 | 13.1385436225893 | -1.13854362258935 |
208 | 15 | 11.5538410879456 | 3.44615891205441 |
209 | 14 | 13.9278185792216 | 0.0721814207784232 |
210 | 12 | 11.6355641379682 | 0.364435862031807 |
211 | 17 | 17.2187248209101 | -0.218724820910074 |
212 | 11 | 11.1683651069205 | -0.168365106920547 |
213 | 18 | 15.6611473714677 | 2.33885262853226 |
214 | 13 | 16.6326740867014 | -3.63267408670143 |
215 | 17 | 15.5522992362437 | 1.4477007637563 |
216 | 13 | 12.8186345022706 | 0.181365497729356 |
217 | 11 | 10.8672616451581 | 0.132738354841914 |
218 | 12 | 12.9689449011648 | -0.968944901164828 |
219 | 22 | 17.8948180317865 | 4.10518196821349 |
220 | 14 | 12.2697124212004 | 1.73028757879961 |
221 | 12 | 15.5732717000658 | -3.57327170006583 |
222 | 12 | 11.4030480250773 | 0.596951974922691 |
223 | 17 | 16.4818810238332 | 0.518118976166851 |
224 | 9 | 12.5944378160249 | -3.59443781602494 |
225 | 21 | 17.1872661251769 | 3.81273387482311 |
226 | 10 | 11.7046341508139 | -1.70463415081386 |
227 | 11 | 9.4040602829153 | 1.5959397170847 |
228 | 12 | 14.8657197934562 | -2.86571979345621 |
229 | 23 | 18.0163192041875 | 4.98368079581252 |
230 | 13 | 15.6025635905331 | -2.60256359053313 |
231 | 12 | 13.2622116002562 | -1.2622116002562 |
232 | 16 | 17.2165580156442 | -1.2165580156442 |
233 | 9 | 12.5232009979134 | -3.5232009979134 |
234 | 17 | 13.6764968077744 | 3.32350319222555 |
235 | 9 | 11.6460503698793 | -2.64605036987925 |
236 | 14 | 15.5439798095985 | -1.54397980959852 |
237 | 17 | 14.7066073039427 | 2.29339269605726 |
238 | 13 | 13.9907359706879 | -0.99073597068794 |
239 | 11 | 16.6934246729019 | -5.69342467290191 |
240 | 12 | 15.5042016872202 | -3.50420168722016 |
241 | 10 | 15.1882783830149 | -5.18827838301488 |
242 | 19 | 17.9450823860759 | 1.05491761392406 |
243 | 16 | 15.1799589563697 | 0.820041043630303 |
244 | 16 | 14.7756773167884 | 1.22432268321159 |
245 | 14 | 12.3033379221995 | 1.69666207780055 |
246 | 20 | 15.8538853619803 | 4.14611463801974 |
247 | 15 | 14.1079035325572 | 0.892096467442842 |
248 | 23 | 13.1407104278552 | 9.85928957214477 |
249 | 20 | 17.3009305349068 | 2.69906946509322 |
250 | 16 | 15.6156992916842 | 0.384300708315839 |
251 | 14 | 12.5734653522028 | 1.42653464779718 |
252 | 17 | 14.0890978740009 | 2.91090212599909 |
253 | 11 | 13.9173323473105 | -2.91733234731052 |
254 | 13 | 14.0890978740009 | -1.08909787400091 |
255 | 17 | 14.6751486082096 | 2.32485139179044 |
256 | 15 | 14.8259416710778 | 0.174058328922161 |
257 | 21 | 17.1265155389764 | 3.87348446102359 |
258 | 18 | 17.3800041156894 | 0.619995884310588 |
259 | 15 | 12.2718792264663 | 2.72812077353373 |
260 | 8 | 16.4023247790764 | -8.40232477907642 |
261 | 12 | 13.6140620802822 | -1.61406208028218 |
262 | 12 | 12.3807273616903 | -0.380727361690302 |
263 | 22 | 18.4808687659952 | 3.51913123400484 |
264 | 12 | 13.4925609078812 | -1.49256090788121 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.99907139880372 | 0.0018572023925594 | 0.0009286011962797 |
8 | 0.998784182169667 | 0.00243163566066583 | 0.00121581783033291 |
9 | 0.998782885594285 | 0.00243422881143028 | 0.00121711440571514 |
10 | 0.997287021518417 | 0.00542595696316633 | 0.00271297848158317 |
11 | 0.996944656698467 | 0.00611068660306664 | 0.00305534330153332 |
12 | 0.99609229810113 | 0.00781540379774184 | 0.00390770189887092 |
13 | 0.993528238886365 | 0.0129435222272707 | 0.00647176111363536 |
14 | 0.989687817171166 | 0.0206243656576683 | 0.0103121828288341 |
15 | 0.98302533656122 | 0.0339493268775586 | 0.0169746634387793 |
16 | 0.973841443533827 | 0.0523171129323466 | 0.0261585564661733 |
17 | 0.96013753265285 | 0.079724934694299 | 0.0398624673471495 |
18 | 0.943046200100363 | 0.113907599799275 | 0.0569537998996374 |
19 | 0.945750139697636 | 0.108499720604729 | 0.0542498603023643 |
20 | 0.924742502613533 | 0.150514994772934 | 0.075257497386467 |
21 | 0.90370783229317 | 0.192584335413661 | 0.0962921677068303 |
22 | 0.876930478436991 | 0.246139043126018 | 0.123069521563009 |
23 | 0.845227627949244 | 0.309544744101513 | 0.154772372050756 |
24 | 0.803894182494755 | 0.39221163501049 | 0.196105817505245 |
25 | 0.767073628492641 | 0.465852743014718 | 0.232926371507359 |
26 | 0.901994049661576 | 0.196011900676848 | 0.098005950338424 |
27 | 0.87731696450878 | 0.245366070982439 | 0.122683035491219 |
28 | 0.858564724881973 | 0.282870550236055 | 0.141435275118027 |
29 | 0.829741514075224 | 0.340516971849551 | 0.170258485924776 |
30 | 0.798529586039661 | 0.402940827920678 | 0.201470413960339 |
31 | 0.809740455749674 | 0.380519088500652 | 0.190259544250326 |
32 | 0.777502600733418 | 0.444994798533164 | 0.222497399266582 |
33 | 0.743356535658939 | 0.513286928682122 | 0.256643464341061 |
34 | 0.712876558794703 | 0.574246882410595 | 0.287123441205297 |
35 | 0.66571631654696 | 0.668567366906081 | 0.33428368345304 |
36 | 0.712654758049467 | 0.574690483901067 | 0.287345241950533 |
37 | 0.767193386078844 | 0.465613227842311 | 0.232806613921156 |
38 | 0.726050379908531 | 0.547899240182938 | 0.273949620091469 |
39 | 0.698135227110948 | 0.603729545778104 | 0.301864772889052 |
40 | 0.713076654304444 | 0.573846691391113 | 0.286923345695556 |
41 | 0.714749778516966 | 0.570500442966068 | 0.285250221483034 |
42 | 0.698123497669303 | 0.603753004661395 | 0.301876502330697 |
43 | 0.708144070076873 | 0.583711859846255 | 0.291855929923127 |
44 | 0.666807337484064 | 0.666385325031871 | 0.333192662515936 |
45 | 0.623916089563222 | 0.752167820873556 | 0.376083910436778 |
46 | 0.588329043151082 | 0.823341913697836 | 0.411670956848918 |
47 | 0.594809397812196 | 0.810381204375609 | 0.405190602187804 |
48 | 0.559394099497281 | 0.881211801005437 | 0.440605900502719 |
49 | 0.597598086920941 | 0.804803826158117 | 0.402401913079059 |
50 | 0.570657178351233 | 0.858685643297534 | 0.429342821648767 |
51 | 0.554772837317077 | 0.890454325365846 | 0.445227162682923 |
52 | 0.51753366201184 | 0.96493267597632 | 0.48246633798816 |
53 | 0.535592378397729 | 0.928815243204542 | 0.464407621602271 |
54 | 0.491549759383824 | 0.983099518767647 | 0.508450240616176 |
55 | 0.503698310627197 | 0.992603378745606 | 0.496301689372803 |
56 | 0.495112063074355 | 0.99022412614871 | 0.504887936925645 |
57 | 0.469242528300787 | 0.938485056601574 | 0.530757471699213 |
58 | 0.502812247307122 | 0.994375505385757 | 0.497187752692878 |
59 | 0.536165950755778 | 0.927668098488444 | 0.463834049244222 |
60 | 0.503542011116223 | 0.992915977767554 | 0.496457988883777 |
61 | 0.529655935046502 | 0.940688129906996 | 0.470344064953498 |
62 | 0.494985248076201 | 0.989970496152403 | 0.505014751923799 |
63 | 0.49195536617819 | 0.98391073235638 | 0.50804463382181 |
64 | 0.454225016104322 | 0.908450032208644 | 0.545774983895678 |
65 | 0.415677964601323 | 0.831355929202646 | 0.584322035398677 |
66 | 0.46319975441901 | 0.92639950883802 | 0.53680024558099 |
67 | 0.463219969827794 | 0.926439939655588 | 0.536780030172206 |
68 | 0.455240580046277 | 0.910481160092554 | 0.544759419953723 |
69 | 0.422220910992112 | 0.844441821984223 | 0.577779089007888 |
70 | 0.398842307787864 | 0.797684615575728 | 0.601157692212136 |
71 | 0.361810311732747 | 0.723620623465494 | 0.638189688267253 |
72 | 0.365668154570626 | 0.731336309141252 | 0.634331845429374 |
73 | 0.329689301601845 | 0.659378603203689 | 0.670310698398155 |
74 | 0.314423851342937 | 0.628847702685873 | 0.685576148657063 |
75 | 0.305615380729808 | 0.611230761459617 | 0.694384619270192 |
76 | 0.412952782725601 | 0.825905565451202 | 0.587047217274399 |
77 | 0.395938951270883 | 0.791877902541766 | 0.604061048729117 |
78 | 0.416589917130759 | 0.833179834261517 | 0.583410082869241 |
79 | 0.379002023673411 | 0.758004047346822 | 0.620997976326589 |
80 | 0.433508641967154 | 0.867017283934308 | 0.566491358032846 |
81 | 0.405926882234319 | 0.811853764468639 | 0.59407311776568 |
82 | 0.420524126583677 | 0.841048253167354 | 0.579475873416323 |
83 | 0.384433491345622 | 0.768866982691244 | 0.615566508654378 |
84 | 0.349217597553676 | 0.698435195107351 | 0.650782402446324 |
85 | 0.314810416579386 | 0.629620833158772 | 0.685189583420614 |
86 | 0.285310417951445 | 0.57062083590289 | 0.714689582048555 |
87 | 0.258033084432571 | 0.516066168865143 | 0.741966915567429 |
88 | 0.233180503912249 | 0.466361007824497 | 0.766819496087751 |
89 | 0.289742557967303 | 0.579485115934605 | 0.710257442032697 |
90 | 0.270749650437165 | 0.54149930087433 | 0.729250349562835 |
91 | 0.249922471224889 | 0.499844942449778 | 0.750077528775111 |
92 | 0.222571365687588 | 0.445142731375176 | 0.777428634312412 |
93 | 0.207409034141391 | 0.414818068282782 | 0.792590965858609 |
94 | 0.189910347363438 | 0.379820694726875 | 0.810089652636562 |
95 | 0.165906720645039 | 0.331813441290077 | 0.834093279354961 |
96 | 0.154161133571549 | 0.308322267143097 | 0.845838866428452 |
97 | 0.143590065637064 | 0.287180131274128 | 0.856409934362936 |
98 | 0.123668016817479 | 0.247336033634957 | 0.876331983182521 |
99 | 0.120337360998674 | 0.240674721997348 | 0.879662639001326 |
100 | 0.103941142005379 | 0.207882284010758 | 0.89605885799462 |
101 | 0.0953041460009554 | 0.190608292001911 | 0.904695853999045 |
102 | 0.08095189494816 | 0.16190378989632 | 0.91904810505184 |
103 | 0.101158175979896 | 0.202316351959793 | 0.898841824020104 |
104 | 0.111570335417639 | 0.223140670835278 | 0.888429664582361 |
105 | 0.116236943006142 | 0.232473886012284 | 0.883763056993858 |
106 | 0.09974507670257 | 0.19949015340514 | 0.90025492329743 |
107 | 0.116024881229045 | 0.232049762458091 | 0.883975118770955 |
108 | 0.101662453611131 | 0.203324907222263 | 0.898337546388869 |
109 | 0.269937267434336 | 0.539874534868672 | 0.730062732565664 |
110 | 0.250092177412277 | 0.500184354824555 | 0.749907822587722 |
111 | 0.223751730498832 | 0.447503460997664 | 0.776248269501168 |
112 | 0.230724419450128 | 0.461448838900256 | 0.769275580549872 |
113 | 0.216661084579323 | 0.433322169158645 | 0.783338915420677 |
114 | 0.204074761984853 | 0.408149523969707 | 0.795925238015147 |
115 | 0.186070712246897 | 0.372141424493795 | 0.813929287753103 |
116 | 0.164867173676349 | 0.329734347352699 | 0.835132826323651 |
117 | 0.144095246794328 | 0.288190493588655 | 0.855904753205672 |
118 | 0.169177022689898 | 0.338354045379796 | 0.830822977310102 |
119 | 0.157895110221562 | 0.315790220443125 | 0.842104889778438 |
120 | 0.137622208863481 | 0.275244417726961 | 0.86237779113652 |
121 | 0.122778526176504 | 0.245557052353008 | 0.877221473823496 |
122 | 0.109738610534707 | 0.219477221069413 | 0.890261389465293 |
123 | 0.134904631651336 | 0.269809263302672 | 0.865095368348664 |
124 | 0.120169260700505 | 0.24033852140101 | 0.879830739299495 |
125 | 0.121658980942313 | 0.243317961884626 | 0.878341019057687 |
126 | 0.120329053344671 | 0.240658106689341 | 0.87967094665533 |
127 | 0.104787353403057 | 0.209574706806113 | 0.895212646596943 |
128 | 0.0948709496599214 | 0.189741899319843 | 0.905129050340079 |
129 | 0.0816642885919557 | 0.163328577183911 | 0.918335711408044 |
130 | 0.0827465028617967 | 0.165493005723593 | 0.917253497138203 |
131 | 0.085655868642956 | 0.171311737285912 | 0.914344131357044 |
132 | 0.0803734796585914 | 0.160746959317183 | 0.919626520341409 |
133 | 0.0774152220388494 | 0.154830444077699 | 0.92258477796115 |
134 | 0.0654711504381776 | 0.130942300876355 | 0.934528849561822 |
135 | 0.0623090668284707 | 0.124618133656941 | 0.93769093317153 |
136 | 0.15018106632638 | 0.300362132652759 | 0.84981893367362 |
137 | 0.13207241044858 | 0.26414482089716 | 0.86792758955142 |
138 | 0.114400889693676 | 0.228801779387352 | 0.885599110306324 |
139 | 0.101814909753365 | 0.20362981950673 | 0.898185090246635 |
140 | 0.0948247957118991 | 0.189649591423798 | 0.905175204288101 |
141 | 0.091667327961221 | 0.183334655922442 | 0.908332672038779 |
142 | 0.0859435310416151 | 0.17188706208323 | 0.914056468958385 |
143 | 0.0757214989614446 | 0.151442997922889 | 0.924278501038555 |
144 | 0.064661554003 | 0.129323108006 | 0.935338445997 |
145 | 0.0545212963993683 | 0.109042592798737 | 0.945478703600632 |
146 | 0.0454597819228906 | 0.0909195638457812 | 0.95454021807711 |
147 | 0.043235144596218 | 0.086470289192436 | 0.956764855403782 |
148 | 0.0509077497189826 | 0.101815499437965 | 0.949092250281017 |
149 | 0.0467439502350206 | 0.0934879004700413 | 0.95325604976498 |
150 | 0.0389594468724709 | 0.0779188937449419 | 0.96104055312753 |
151 | 0.0421542894962058 | 0.0843085789924116 | 0.957845710503794 |
152 | 0.0408489279582072 | 0.0816978559164143 | 0.959151072041793 |
153 | 0.0400091116822711 | 0.0800182233645423 | 0.959990888317729 |
154 | 0.036659552349613 | 0.073319104699226 | 0.963340447650387 |
155 | 0.0435079440003232 | 0.0870158880006463 | 0.956492055999677 |
156 | 0.0368659524205509 | 0.0737319048411019 | 0.96313404757945 |
157 | 0.030612470367783 | 0.0612249407355661 | 0.969387529632217 |
158 | 0.026753865697146 | 0.053507731394292 | 0.973246134302854 |
159 | 0.040820323795077 | 0.081640647590154 | 0.959179676204923 |
160 | 0.0426963969486116 | 0.0853927938972231 | 0.957303603051388 |
161 | 0.0387218236163916 | 0.0774436472327832 | 0.961278176383608 |
162 | 0.098429964528695 | 0.19685992905739 | 0.901570035471305 |
163 | 0.0840584154850848 | 0.16811683097017 | 0.915941584514915 |
164 | 0.25106743864141 | 0.50213487728282 | 0.74893256135859 |
165 | 0.231703229644866 | 0.463406459289733 | 0.768296770355134 |
166 | 0.382188851847188 | 0.764377703694376 | 0.617811148152812 |
167 | 0.355773940473622 | 0.711547880947244 | 0.644226059526378 |
168 | 0.328735324049494 | 0.657470648098989 | 0.671264675950506 |
169 | 0.301976736753853 | 0.603953473507707 | 0.698023263246147 |
170 | 0.271517756275591 | 0.543035512551182 | 0.728482243724409 |
171 | 0.315928396146886 | 0.631856792293771 | 0.684071603853114 |
172 | 0.284651484676533 | 0.569302969353066 | 0.715348515323467 |
173 | 0.354126891377723 | 0.708253782755446 | 0.645873108622277 |
174 | 0.351127775465983 | 0.702255550931966 | 0.648872224534017 |
175 | 0.326437358104996 | 0.652874716209992 | 0.673562641895004 |
176 | 0.405169629981359 | 0.810339259962718 | 0.594830370018641 |
177 | 0.376905586020241 | 0.753811172040482 | 0.623094413979759 |
178 | 0.3805578808181 | 0.761115761636199 | 0.6194421191819 |
179 | 0.35703076473092 | 0.71406152946184 | 0.64296923526908 |
180 | 0.334688934566727 | 0.669377869133455 | 0.665311065433273 |
181 | 0.321616020400334 | 0.643232040800668 | 0.678383979599666 |
182 | 0.397839673658551 | 0.795679347317101 | 0.602160326341449 |
183 | 0.372268859192714 | 0.744537718385428 | 0.627731140807286 |
184 | 0.384684227164197 | 0.769368454328394 | 0.615315772835803 |
185 | 0.353282434931136 | 0.706564869862273 | 0.646717565068864 |
186 | 0.422746492281256 | 0.845492984562513 | 0.577253507718744 |
187 | 0.387112607197245 | 0.77422521439449 | 0.612887392802755 |
188 | 0.352358737316538 | 0.704717474633076 | 0.647641262683462 |
189 | 0.316951116393263 | 0.633902232786526 | 0.683048883606737 |
190 | 0.406786653477332 | 0.813573306954663 | 0.593213346522668 |
191 | 0.401861774356063 | 0.803723548712126 | 0.598138225643937 |
192 | 0.416240024871013 | 0.832480049742027 | 0.583759975128987 |
193 | 0.406489109048195 | 0.81297821809639 | 0.593510890951805 |
194 | 0.368555601490338 | 0.737111202980675 | 0.631444398509662 |
195 | 0.341188151404163 | 0.682376302808326 | 0.658811848595837 |
196 | 0.347736962799616 | 0.695473925599233 | 0.652263037200384 |
197 | 0.464558862288207 | 0.929117724576414 | 0.535441137711793 |
198 | 0.437844191242125 | 0.87568838248425 | 0.562155808757875 |
199 | 0.399882874282539 | 0.799765748565078 | 0.600117125717461 |
200 | 0.36584524408941 | 0.731690488178819 | 0.63415475591059 |
201 | 0.328201667516542 | 0.656403335033083 | 0.671798332483458 |
202 | 0.293569447650484 | 0.587138895300968 | 0.706430552349516 |
203 | 0.258888354170896 | 0.517776708341793 | 0.741111645829104 |
204 | 0.225941417931203 | 0.451882835862405 | 0.774058582068797 |
205 | 0.202549445166962 | 0.405098890333924 | 0.797450554833038 |
206 | 0.174659867194154 | 0.349319734388307 | 0.825340132805847 |
207 | 0.15419857438087 | 0.308397148761739 | 0.84580142561913 |
208 | 0.162948149398237 | 0.325896298796475 | 0.837051850601763 |
209 | 0.137816770814447 | 0.275633541628894 | 0.862183229185553 |
210 | 0.115867933076637 | 0.231735866153273 | 0.884132066923363 |
211 | 0.0969674595322351 | 0.19393491906447 | 0.903032540467765 |
212 | 0.081070277532675 | 0.16214055506535 | 0.918929722467325 |
213 | 0.073380882221622 | 0.146761764443244 | 0.926619117778378 |
214 | 0.0816589524094491 | 0.163317904818898 | 0.918341047590551 |
215 | 0.0679813817973048 | 0.13596276359461 | 0.932018618202695 |
216 | 0.0557133386553233 | 0.111426677310647 | 0.944286661344677 |
217 | 0.0443642712247575 | 0.088728542449515 | 0.955635728775242 |
218 | 0.0366405433807238 | 0.0732810867614476 | 0.963359456619276 |
219 | 0.0396475006878662 | 0.0792950013757324 | 0.960352499312134 |
220 | 0.0330320581655332 | 0.0660641163310664 | 0.966967941834467 |
221 | 0.0392844428501948 | 0.0785688857003896 | 0.960715557149805 |
222 | 0.0303647530317441 | 0.0607295060634882 | 0.969635246968256 |
223 | 0.0230872683352824 | 0.0461745366705647 | 0.976912731664718 |
224 | 0.024268421935349 | 0.0485368438706979 | 0.975731578064651 |
225 | 0.0264586834696126 | 0.0529173669392252 | 0.973541316530387 |
226 | 0.0212791974031923 | 0.0425583948063847 | 0.978720802596808 |
227 | 0.0178573022503444 | 0.0357146045006888 | 0.982142697749656 |
228 | 0.0173681735001042 | 0.0347363470002084 | 0.982631826499896 |
229 | 0.025643076559508 | 0.051286153119016 | 0.974356923440492 |
230 | 0.0241269934086207 | 0.0482539868172413 | 0.97587300659138 |
231 | 0.0189199554493464 | 0.0378399108986928 | 0.981080044550654 |
232 | 0.0146523805817986 | 0.0293047611635972 | 0.985347619418201 |
233 | 0.0172104845343681 | 0.0344209690687362 | 0.982789515465632 |
234 | 0.0155240440816326 | 0.0310480881632651 | 0.984475955918367 |
235 | 0.015848079511548 | 0.0316961590230961 | 0.984151920488452 |
236 | 0.0125470852984329 | 0.0250941705968658 | 0.987452914701567 |
237 | 0.00988422074812546 | 0.0197684414962509 | 0.990115779251875 |
238 | 0.00707774172226167 | 0.0141554834445233 | 0.992922258277738 |
239 | 0.0169898421316424 | 0.0339796842632848 | 0.983010157868358 |
240 | 0.0230743431154607 | 0.0461486862309215 | 0.97692565688454 |
241 | 0.0506627426870062 | 0.101325485374012 | 0.949337257312994 |
242 | 0.0363517468154043 | 0.0727034936308086 | 0.963648253184596 |
243 | 0.025206798939373 | 0.0504135978787461 | 0.974793201060627 |
244 | 0.0170189238017713 | 0.0340378476035427 | 0.982981076198229 |
245 | 0.0115682174013208 | 0.0231364348026417 | 0.988431782598679 |
246 | 0.0112940671600086 | 0.0225881343200173 | 0.988705932839991 |
247 | 0.00699865493804418 | 0.0139973098760884 | 0.993001345061956 |
248 | 0.184093448694974 | 0.368186897389947 | 0.815906551305026 |
249 | 0.173666509238348 | 0.347333018476695 | 0.826333490761652 |
250 | 0.281037513000659 | 0.562075026001319 | 0.718962486999341 |
251 | 0.216681702086761 | 0.433363404173522 | 0.783318297913239 |
252 | 0.282828726993544 | 0.565657453987089 | 0.717171273006456 |
253 | 0.288626696833044 | 0.577253393666088 | 0.711373303166956 |
254 | 0.201506131853499 | 0.403012263706998 | 0.798493868146501 |
255 | 0.190491021117838 | 0.380982042235675 | 0.809508978882162 |
256 | 0.11975435103165 | 0.2395087020633 | 0.88024564896835 |
257 | 0.0649584150180973 | 0.129916830036195 | 0.935041584981903 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 6 | 0.0239043824701195 | NOK |
5% type I error level | 29 | 0.115537848605578 | NOK |
10% type I error level | 56 | 0.223107569721116 | NOK |