Multiple Linear Regression - Estimated Regression Equation |
depression[t] = + 21.6884186699997 + 0.385686977493418tijd[t] -0.0373398660702173connected[t] -0.0091467791263336separated[t] -0.770373465470964happiness[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) | 21.6884186699997 | 3.46379 | 6.2615 | 0 | 0 |
tijd | 0.385686977493418 | 0.230651 | 1.6722 | 0.095699 | 0.04785 |
connected | -0.0373398660702173 | 0.052198 | -0.7154 | 0.475037 | 0.237518 |
separated | -0.0091467791263336 | 0.052768 | -0.1733 | 0.862519 | 0.43126 |
happiness | -0.770373465470964 | 0.072131 | -10.6802 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.591997389026897 |
R-squared | 0.350460908614663 |
Adjusted R-squared | 0.340429416855816 |
F-TEST (value) | 34.9360710290757 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 259 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.81776673236503 |
Sum Squared Residuals | 2056.41062372799 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 12 | 12.4958608351674 | -0.495860835167416 |
2 | 11 | 9.543927380182 | 1.45607261981801 |
3 | 14 | 15.2451600957317 | -1.2451600957317 |
4 | 12 | 14.4557403224432 | -2.45574032244319 |
5 | 21 | 11.2256397458433 | 9.77436025415666 |
6 | 12 | 9.72072718184186 | 2.27927281815814 |
7 | 22 | 12.6345680211922 | 9.36543197880782 |
8 | 11 | 12.7755334559116 | -1.7755334559116 |
9 | 10 | 11.9396270374265 | -1.93962703742654 |
10 | 13 | 11.8748468339773 | 1.12515316602268 |
11 | 10 | 10.3607874908495 | -0.36078749084951 |
12 | 8 | 8.86727995466902 | -0.867279954669015 |
13 | 15 | 15.7168146326409 | -0.716814632640927 |
14 | 14 | 11.0297936363659 | 2.97020636363408 |
15 | 10 | 9.72223268097163 | 0.27776731902837 |
16 | 14 | 12.877653525431 | 1.12234647456896 |
17 | 14 | 12.7374408402765 | 1.2625591597235 |
18 | 11 | 10.2967600369652 | 0.703239963034825 |
19 | 10 | 12.5705405673078 | -2.57054056730785 |
20 | 13 | 11.3460533736154 | 1.65394662638456 |
21 | 9.5 | 9.79615966354718 | -0.296159663547182 |
22 | 14 | 15.2444073461668 | -1.24440734616682 |
23 | 12 | 12.5705405673079 | -0.570540567307851 |
24 | 14 | 14.1768204512639 | -0.176820451263881 |
25 | 11 | 10.314300845653 | 0.68569915434704 |
26 | 9 | 16.4026088372802 | -7.40260883728024 |
27 | 11 | 11.1692535719556 | -0.169253571955575 |
28 | 15 | 12.8037265428555 | 2.19627345714451 |
29 | 14 | 12.0699401938899 | 1.93005980611014 |
30 | 13 | 15.1140941897035 | -2.1140941897035 |
31 | 9 | 11.392540018812 | -2.392540018812 |
32 | 15 | 13.8438731003794 | 1.15612689962058 |
33 | 10 | 10.3981273569197 | -0.398127356919727 |
34 | 11 | 11.9960132113143 | -0.996013211314307 |
35 | 13 | 12.8304141306696 | 0.169585869330394 |
36 | 8 | 11.3369065944891 | -3.33690659448911 |
37 | 20 | 16.8598340092492 | 3.14016599075082 |
38 | 12 | 11.9579205956792 | 0.0420794043207937 |
39 | 10 | 10.6968462854815 | -0.696846285481465 |
40 | 10 | 13.5360073926914 | -3.53600739269135 |
41 | 9 | 11.9297275087353 | -2.92972750873532 |
42 | 14 | 11.2622268623487 | 2.73777313765132 |
43 | 8 | 11.1220141771941 | -3.12201417719414 |
44 | 14 | 14.3063808581623 | -0.306380858162317 |
45 | 11 | 11.9289747591704 | -0.92897475917044 |
46 | 13 | 14.9837810332402 | -1.98378103324018 |
47 | 9 | 11.8283601887808 | -2.82836018878077 |
48 | 11 | 12.0607934147635 | -1.06079341476352 |
49 | 15 | 10.3714397691056 | 4.62856023089439 |
50 | 11 | 13.433134573607 | -2.43313457360703 |
51 | 10 | 11.2911726988574 | -1.29117269885744 |
52 | 14 | 12.90509386281 | 1.09490613718996 |
53 | 18 | 15.1887739218439 | 2.81122607815607 |
54 | 14 | 14.2979868286009 | -0.297986828600866 |
55 | 11 | 14.4275472354993 | -3.4275472354993 |
56 | 14.5 | 11.9022871713563 | 2.59771282864368 |
57 | 13 | 11.0663807528713 | 1.93361924712874 |
58 | 9 | 12.2101528790444 | -3.21015287904439 |
59 | 10 | 14.2042607886429 | -4.20426078864288 |
60 | 15 | 14.297234079036 | 0.702765920964017 |
61 | 20 | 17.6203079460289 | 2.37969205397107 |
62 | 12 | 13.4148410153544 | -1.41484101535437 |
63 | 12 | 15.0958006314508 | -3.09580063145083 |
64 | 14 | 12.8966998332486 | 1.10330016675141 |
65 | 13 | 12.0508938860723 | 0.949106113927692 |
66 | 11 | 16.1962276500923 | -5.19622765009233 |
67 | 17 | 15.4068078768038 | 1.59319212319619 |
68 | 12 | 14.9336478407648 | -2.93364784076482 |
69 | 13 | 12.1675605210776 | 0.832439478922363 |
70 | 14 | 12.3443603227375 | 1.65563967726249 |
71 | 13 | 13.0118609691242 | -0.0118609691241534 |
72 | 15 | 11.7141995424211 | 3.28580045757892 |
73 | 13 | 12.3634066305551 | 0.636593369444943 |
74 | 10 | 12.1957536080215 | -2.19575360802152 |
75 | 11 | 14.013914911013 | -3.01391491101299 |
76 | 19 | 14.5701487087539 | 4.42985129124613 |
77 | 13 | 10.7289336596551 | 2.27106634034486 |
78 | 17 | 13.9773277945077 | 3.02267220549235 |
79 | 13 | 12.660620059987 | 0.339379940012971 |
80 | 9 | 13.9018953128023 | -4.90189531280234 |
81 | 11 | 12.4281868340043 | -1.42818683400428 |
82 | 9 | 12.3443603227375 | -3.34436032273751 |
83 | 12 | 11.5358942416314 | 0.464105758368557 |
84 | 12 | 12.4838202583272 | -0.48382025832716 |
85 | 13 | 13.2442941951069 | -0.244294195106908 |
86 | 13 | 12.2140471662742 | 0.785952833725812 |
87 | 12 | 13.2168538577279 | -1.21685385772791 |
88 | 15 | 14.1548803457324 | 0.845119654267592 |
89 | 22 | 18.618614895151 | 3.38138510484901 |
90 | 13 | 10.9621196352028 | 2.03788036479722 |
91 | 15 | 13.8935012832409 | 1.10649871675911 |
92 | 13 | 12.3077732062322 | 0.692226793767827 |
93 | 15 | 13.3090743985561 | 1.69092560144387 |
94 | 12.5 | 14.1731739039851 | -1.67317390398507 |
95 | 11 | 11.433774172112 | -0.433774172112007 |
96 | 16 | 14.5990945452626 | 1.40090545473737 |
97 | 11 | 13.1696144629665 | -2.16961446296647 |
98 | 11 | 10.7563739970341 | 0.243626002965856 |
99 | 10 | 12.4655267000745 | -2.46552670007449 |
100 | 10 | 10.7007405727113 | -0.70074057271126 |
101 | 16 | 14.5990945452626 | 1.40090545473737 |
102 | 12 | 11.5366469911963 | 0.463353008803674 |
103 | 11 | 15.620194794969 | -4.62019479496902 |
104 | 16 | 12.4007464966253 | 3.59925350337473 |
105 | 19 | 16.8256356808439 | 2.17436431915612 |
106 | 11 | 11.4802608173086 | -0.480260817308558 |
107 | 16 | 12.1020275680635 | 3.89797243193646 |
108 | 15 | 16.1771813422748 | -1.17718134227478 |
109 | 24 | 15.8517748258989 | 8.14822517410108 |
110 | 14 | 12.5584999904676 | 1.44150000953241 |
111 | 15 | 15.6118007654076 | -0.611800765407569 |
112 | 11 | 13.9605397353848 | -2.96053973538475 |
113 | 15 | 13.2633405029245 | 1.73665949707554 |
114 | 12 | 9.98600053156318 | 2.01399946843682 |
115 | 10 | 11.5450410207578 | -1.54504102075778 |
116 | 14 | 13.1619731829699 | 0.838026817030095 |
117 | 13 | 13.1246333168997 | -0.124633316899688 |
118 | 9 | 13.2077070786016 | -4.20770707860157 |
119 | 15 | 13.0118609691242 | 1.98813903087585 |
120 | 15 | 14.7301604512908 | 0.269839548709165 |
121 | 14 | 13.3555610437527 | 0.644438956247324 |
122 | 11 | 12.2140471662742 | -1.21404716627419 |
123 | 8 | 12.2605338114707 | -4.26053381147074 |
124 | 11 | 12.3619011314253 | -1.36190113142529 |
125 | 11 | 14.0710538344656 | -3.07105383446564 |
126 | 8 | 10.6999878231464 | -2.69998782314638 |
127 | 10 | 10.449261038911 | -0.449261038910956 |
128 | 11 | 9.34669297212042 | 1.65330702787958 |
129 | 13 | 12.3809474392428 | 0.619052560757159 |
130 | 11 | 14.0337139683954 | -3.03371396839542 |
131 | 20 | 17.2737140736865 | 2.72628592631352 |
132 | 10 | 12.1576609923864 | -2.15766099238642 |
133 | 15 | 12.7071067051836 | 2.29289329481642 |
134 | 12 | 12.2605338114707 | -0.260533811470739 |
135 | 14 | 11.7591806884879 | 2.24081931151214 |
136 | 23 | 15.8244349340079 | 7.17556506599211 |
137 | 14 | 13.1703672125314 | 0.829632787468644 |
138 | 16 | 15.6308470732251 | 0.369152926774881 |
139 | 11 | 12.3718006601165 | -1.37180066011651 |
140 | 12 | 14.052760276213 | -2.05276027621297 |
141 | 10 | 12.4838202583272 | -2.48382025832716 |
142 | 14 | 11.7606861876176 | 2.23931381238237 |
143 | 12 | 13.3197266768122 | -1.31972667681222 |
144 | 12 | 12.621774694787 | -0.621774694787046 |
145 | 11 | 11.4421682016735 | -0.442168201673458 |
146 | 12 | 11.7774742467405 | 0.22252575325947 |
147 | 13 | 15.3976610976775 | -2.39766109767748 |
148 | 11 | 14.8223809921191 | -3.82238099211905 |
149 | 19 | 17.012335011195 | 1.98766498880504 |
150 | 12 | 11.4436737008032 | 0.556326299196776 |
151 | 17 | 13.6237281911879 | 3.37627180881208 |
152 | 9 | 11.6021799442104 | -2.60217994421043 |
153 | 12 | 14.6371871608977 | -2.63718716089773 |
154 | 19 | 16.4963348772382 | 2.50366512276177 |
155 | 18 | 14.0146676605779 | 3.98533233942213 |
156 | 15 | 13.8935012832409 | 1.10649871675911 |
157 | 14 | 13.2267533864191 | 0.773246613580877 |
158 | 11 | 9.34669297212042 | 1.65330702787958 |
159 | 9 | 13.9681810153813 | -4.96818101538132 |
160 | 18 | 14.7583535382347 | 3.24164646176528 |
161 | 16 | 13.931593898876 | 2.06840610112401 |
162 | 24 | 16.9812481265372 | 7.01875187346284 |
163 | 14 | 13.7503948003724 | 0.249605199627572 |
164 | 20 | 11.8842413530546 | 8.11575864694536 |
165 | 18 | 16.6009609354033 | 1.3990390645967 |
166 | 23 | 16.2863071427715 | 6.71369285722849 |
167 | 12 | 13.7237072125583 | -1.72370721255831 |
168 | 14 | 15.4869878407918 | -1.48698784079178 |
169 | 16 | 17.3804811800006 | -1.3804811800006 |
170 | 18 | 17.6510070216185 | 0.34899297838155 |
171 | 20 | 15.7917421047324 | 4.20825789526765 |
172 | 12 | 11.9223339686897 | 0.077666031310257 |
173 | 12 | 17.1465424548881 | -5.14654245488808 |
174 | 17 | 14.6045947771102 | 2.39540522288984 |
175 | 13 | 12.0046549808267 | 0.995345019173255 |
176 | 9 | 14.4011073876362 | -5.40110738763617 |
177 | 16 | 17.3141954774216 | -1.31419547742161 |
178 | 18 | 15.2918944808792 | 2.70810551912076 |
179 | 10 | 12.1639139737988 | -2.16391397379883 |
180 | 14 | 15.6995215639041 | -1.69952156390413 |
181 | 11 | 13.472227678758 | -2.47222767875801 |
182 | 9 | 14.3348216850572 | -5.33482168505719 |
183 | 11 | 12.8885535436381 | -1.88855354363813 |
184 | 10 | 13.4341350631229 | -3.43413506312291 |
185 | 11 | 12.5274131058098 | -1.52741310580979 |
186 | 19 | 14.3919606085098 | 4.60803939149016 |
187 | 14 | 13.4905212370107 | 0.509478762989327 |
188 | 12 | 12.6355685107081 | -0.635568510708058 |
189 | 14 | 14.6144943058014 | -0.614494305801377 |
190 | 21 | 15.9327075394518 | 5.06729246054823 |
191 | 13 | 15.9327075394518 | -2.93270753945177 |
192 | 10 | 13.3609608301122 | -3.36096083011224 |
193 | 15 | 12.8786540149469 | 2.12134598505309 |
194 | 16 | 15.8115411621148 | 0.188458837885217 |
195 | 14 | 12.8878007940732 | 1.11219920592676 |
196 | 12 | 14.9573411853771 | -2.95734118537705 |
197 | 19 | 13.5926413065301 | 5.40735869346989 |
198 | 15 | 13.5751004978423 | 1.42489950215768 |
199 | 19 | 18.2339284071734 | 0.766071592826555 |
200 | 13 | 14.6525869214365 | -1.65258692143648 |
201 | 17 | 17.6030148772921 | -0.603014877292134 |
202 | 12 | 13.2048132808876 | -1.20481328088765 |
203 | 11 | 11.2815209101172 | -0.281520910117214 |
204 | 14 | 14.3538679928747 | -0.353867992874739 |
205 | 11 | 12.8321673697504 | -1.83216736975036 |
206 | 13 | 12.7765339454275 | 0.223466054572524 |
207 | 12 | 13.5004207657019 | -1.50042076570189 |
208 | 15 | 11.9688206138863 | 3.03117938611371 |
209 | 14 | 14.270041481608 | -0.270041481607971 |
210 | 12 | 12.0336008173355 | -0.033600817335512 |
211 | 17 | 17.4262150756323 | -0.426215075632264 |
212 | 11 | 11.6716071844543 | -0.671607184454322 |
213 | 18 | 15.9052672020728 | 2.09473279792723 |
214 | 13 | 16.8143478535685 | -3.8143478535685 |
215 | 17 | 15.8298347203674 | 1.17016527963255 |
216 | 13 | 13.1011877122384 | -0.101187712238448 |
217 | 11 | 11.2822736596821 | -0.282273659682097 |
218 | 12 | 13.3785016388 | -1.37850163880002 |
219 | 22 | 18.1036152507101 | 3.89638474928987 |
220 | 14 | 12.674413875908 | 1.32558612409196 |
221 | 12 | 15.8481282786201 | -3.84812827862012 |
222 | 12 | 11.8568010156756 | 0.143198984324358 |
223 | 17 | 16.7023282553578 | 0.29767174464215 |
224 | 9 | 12.9251406601435 | -3.92514066014346 |
225 | 21 | 17.3987747382533 | 3.60122526174674 |
226 | 10 | 12.0808402120969 | -2.08084021209695 |
227 | 11 | 9.8436467982596 | 1.1563532017404 |
228 | 12 | 15.1432877661633 | -3.14328776616325 |
229 | 23 | 18.1965885411032 | 4.80341145889677 |
230 | 13 | 15.8671745864377 | -2.86717458643767 |
231 | 12 | 13.6017880856564 | -1.60178808565644 |
232 | 16 | 17.4178210460708 | -1.41782104607081 |
233 | 9 | 12.8695072358206 | -3.86950723582058 |
234 | 17 | 14.0833421512569 | 2.91665784874312 |
235 | 9 | 12.0427475964618 | -3.04274759646185 |
236 | 14 | 15.8290819708026 | -1.82908197080257 |
237 | 17 | 15.0305154183877 | 1.96948458161228 |
238 | 13 | 14.324922156366 | -1.32492215636597 |
239 | 11 | 16.8608344987651 | -5.86083449876505 |
240 | 12 | 15.8008888838587 | -3.80088888385868 |
241 | 10 | 15.3856205208372 | -5.38562052083723 |
242 | 19 | 18.1409551167803 | 0.859044883219656 |
243 | 16 | 15.3848677712723 | 0.615132228727659 |
244 | 16 | 15.0777548131492 | 0.922245186850847 |
245 | 14 | 12.7102482428485 | 1.28975175715151 |
246 | 20 | 16.0538739167888 | 3.94612608321125 |
247 | 15 | 14.4011073876362 | 0.598892612363827 |
248 | 23 | 13.5088147952633 | 9.49118520473666 |
249 | 20 | 17.3257009507306 | 2.67429904926944 |
250 | 16 | 15.7194210667745 | 0.280578933225469 |
251 | 14 | 12.9068471018908 | 1.09315289810921 |
252 | 17 | 14.391207858945 | 2.60879214105504 |
253 | 11 | 14.2608947024816 | -3.26089470248164 |
254 | 13 | 14.391207858945 | -1.39120785894496 |
255 | 17 | 15.0030750810087 | 1.99692491899128 |
256 | 15 | 15.1150946792194 | -0.11509467921937 |
257 | 21 | 17.3522880930567 | 3.64771190694329 |
258 | 18 | 17.5473814529693 | 0.45261854703075 |
259 | 15 | 12.6828079054695 | 2.31719209453051 |
260 | 8 | 16.6459420814701 | -8.64594208147008 |
261 | 12 | 13.863167148148 | -1.86316714814796 |
262 | 12 | 12.7582403871748 | -0.758240387174809 |
263 | 22 | 18.7154824727739 | 3.28451752722611 |
264 | 12 | 13.7701938577549 | -1.77019385775486 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.999607204834477 | 0.000785590331045182 | 0.000392795165522591 |
9 | 0.999558026104716 | 0.000883947790568522 | 0.000441973895284261 |
10 | 0.998887086613266 | 0.00222582677346849 | 0.00111291338673425 |
11 | 0.998664494558075 | 0.00267101088384929 | 0.00133550544192464 |
12 | 0.998183998346032 | 0.00363200330793672 | 0.00181600165396836 |
13 | 0.996767777167157 | 0.00646444566568635 | 0.00323222283284318 |
14 | 0.9946033182562 | 0.0107933634876006 | 0.00539668174380031 |
15 | 0.990598070564453 | 0.0188038588710943 | 0.00940192943554715 |
16 | 0.984833380877296 | 0.0303332382454085 | 0.0151666191227042 |
17 | 0.975873751812436 | 0.0482524963751275 | 0.0241262481875637 |
18 | 0.964123747160874 | 0.0717525056782518 | 0.0358762528391259 |
19 | 0.965260267301084 | 0.0694794653978318 | 0.0347397326989159 |
20 | 0.95032220133596 | 0.099355597328078 | 0.049677798664039 |
21 | 0.93442336810208 | 0.131153263795841 | 0.0655766318979205 |
22 | 0.913010905984743 | 0.173978188030514 | 0.086989094015257 |
23 | 0.887256433363996 | 0.225487133272008 | 0.112743566636004 |
24 | 0.852733281217266 | 0.294533437565468 | 0.147266718782734 |
25 | 0.821485018410066 | 0.357029963179869 | 0.178514981589934 |
26 | 0.928124657994393 | 0.143750684011214 | 0.0718753420056072 |
27 | 0.907958216499346 | 0.184083567001307 | 0.0920417835006537 |
28 | 0.89309412620571 | 0.21381174758858 | 0.10690587379429 |
29 | 0.869745629419665 | 0.260508741160671 | 0.130254370580335 |
30 | 0.841357354614732 | 0.317285290770535 | 0.158642645385268 |
31 | 0.849189729650864 | 0.301620540698272 | 0.150810270349136 |
32 | 0.821443626330881 | 0.357112747338238 | 0.178556373669119 |
33 | 0.790667067008194 | 0.418665865983612 | 0.209332932991806 |
34 | 0.762030990159107 | 0.475938019681786 | 0.237969009840893 |
35 | 0.718358584153764 | 0.563282831692472 | 0.281641415846236 |
36 | 0.75832671600954 | 0.48334656798092 | 0.24167328399046 |
37 | 0.809489768270252 | 0.381020463459496 | 0.190510231729748 |
38 | 0.772210745826395 | 0.455578508347209 | 0.227789254173605 |
39 | 0.745782772608998 | 0.508434454782004 | 0.254217227391002 |
40 | 0.755804424822842 | 0.488391150354315 | 0.244195575177158 |
41 | 0.754670767104281 | 0.490658465791438 | 0.245329232895719 |
42 | 0.740959892505846 | 0.518080214988308 | 0.259040107494154 |
43 | 0.747414692844029 | 0.505170614311943 | 0.252585307155971 |
44 | 0.70773504079101 | 0.584529918417981 | 0.292264959208991 |
45 | 0.665528615865802 | 0.668942768268396 | 0.334471384134198 |
46 | 0.628576237438391 | 0.742847525123218 | 0.371423762561609 |
47 | 0.632170480581737 | 0.735659038836526 | 0.367829519418263 |
48 | 0.596212726782733 | 0.807574546434534 | 0.403787273217267 |
49 | 0.636188428657742 | 0.727623142684515 | 0.363811571342258 |
50 | 0.606994908654071 | 0.786010182691858 | 0.393005091345929 |
51 | 0.589926098927391 | 0.820147802145217 | 0.410073901072609 |
52 | 0.553483218693496 | 0.893033562613007 | 0.446516781306504 |
53 | 0.573328274511145 | 0.85334345097771 | 0.426671725488855 |
54 | 0.528652263120215 | 0.94269547375957 | 0.471347736879785 |
55 | 0.53627091355796 | 0.92745817288408 | 0.46372908644204 |
56 | 0.529269955661067 | 0.941460088677865 | 0.470730044338933 |
57 | 0.504727120916714 | 0.990545758166573 | 0.495272879083286 |
58 | 0.534117574329049 | 0.9317648513419 | 0.46588242567095 |
59 | 0.563058748479652 | 0.873882503040697 | 0.436941251520348 |
60 | 0.530377308848064 | 0.939245382303871 | 0.469622691151936 |
61 | 0.557153550562279 | 0.885692898875443 | 0.442846449437721 |
62 | 0.520916538842319 | 0.958166922315362 | 0.479083461157681 |
63 | 0.515408198003034 | 0.969183603993933 | 0.484591801996966 |
64 | 0.477556722562795 | 0.95511344512559 | 0.522443277437205 |
65 | 0.438673781898457 | 0.877347563796913 | 0.561326218101543 |
66 | 0.437004500089566 | 0.874009000179132 | 0.562995499910434 |
67 | 0.484397524756278 | 0.968795049512556 | 0.515602475243722 |
68 | 0.467063407959091 | 0.934126815918182 | 0.532936592040909 |
69 | 0.440975233101183 | 0.881950466202365 | 0.559024766898817 |
70 | 0.418481067101955 | 0.83696213420391 | 0.581518932898045 |
71 | 0.380043725618634 | 0.760087451237268 | 0.619956274381366 |
72 | 0.377130470007751 | 0.754260940015502 | 0.622869529992249 |
73 | 0.33986426693435 | 0.679728533868699 | 0.66013573306565 |
74 | 0.32900618891715 | 0.6580123778343 | 0.67099381108285 |
75 | 0.322229931509289 | 0.644459863018577 | 0.677770068490711 |
76 | 0.41749919070776 | 0.83499838141552 | 0.58250080929224 |
77 | 0.393575017745778 | 0.787150035491556 | 0.606424982254222 |
78 | 0.39625391311199 | 0.792507826223981 | 0.60374608688801 |
79 | 0.360868169027558 | 0.721736338055117 | 0.639131830972442 |
80 | 0.43412080859854 | 0.86824161719708 | 0.56587919140146 |
81 | 0.411422847729683 | 0.822845695459366 | 0.588577152270317 |
82 | 0.432507301679396 | 0.865014603358792 | 0.567492698320604 |
83 | 0.395300681446555 | 0.79060136289311 | 0.604699318553445 |
84 | 0.360347215143215 | 0.72069443028643 | 0.639652784856785 |
85 | 0.325194812245218 | 0.650389624490435 | 0.674805187754782 |
86 | 0.293999599102778 | 0.587999198205556 | 0.706000400897222 |
87 | 0.267237468519079 | 0.534474937038158 | 0.732762531480921 |
88 | 0.240460055796324 | 0.480920111592649 | 0.759539944203676 |
89 | 0.290077413323844 | 0.580154826647688 | 0.709922586676156 |
90 | 0.268469378667652 | 0.536938757335304 | 0.731530621332348 |
91 | 0.244103424358208 | 0.488206848716416 | 0.755896575641792 |
92 | 0.216332474511832 | 0.432664949023664 | 0.783667525488168 |
93 | 0.197516262375103 | 0.395032524750206 | 0.802483737624897 |
94 | 0.183069585814731 | 0.366139171629462 | 0.816930414185269 |
95 | 0.160391986775925 | 0.32078397355185 | 0.839608013224075 |
96 | 0.145809009283974 | 0.291618018567948 | 0.854190990716026 |
97 | 0.138318633361967 | 0.276637266723934 | 0.861681366638033 |
98 | 0.118912324447489 | 0.237824648894977 | 0.881087675552511 |
99 | 0.11828742348202 | 0.23657484696404 | 0.88171257651798 |
100 | 0.102868983647423 | 0.205737967294846 | 0.897131016352577 |
101 | 0.0926175822868432 | 0.185235164573686 | 0.907382417713157 |
102 | 0.0783331814864306 | 0.156666362972861 | 0.92166681851357 |
103 | 0.101078303756648 | 0.202156607513296 | 0.898921696243352 |
104 | 0.108948705191478 | 0.217897410382957 | 0.891051294808522 |
105 | 0.110170233876821 | 0.220340467753641 | 0.88982976612318 |
106 | 0.094810654359743 | 0.189621308719486 | 0.905189345640257 |
107 | 0.107062441775631 | 0.214124883551261 | 0.89293755822437 |
108 | 0.0938180697163552 | 0.18763613943271 | 0.906181930283645 |
109 | 0.247489142818785 | 0.49497828563757 | 0.752510857181215 |
110 | 0.226061296590777 | 0.452122593181553 | 0.773938703409223 |
111 | 0.201051081109656 | 0.402102162219312 | 0.798948918890344 |
112 | 0.211375076300438 | 0.422750152600876 | 0.788624923699562 |
113 | 0.195213969459524 | 0.390427938919048 | 0.804786030540476 |
114 | 0.180977401818775 | 0.36195480363755 | 0.819022598181225 |
115 | 0.166717277281118 | 0.333434554562236 | 0.833282722718882 |
116 | 0.146822176656482 | 0.293644353312965 | 0.853177823343518 |
117 | 0.128201545390729 | 0.256403090781458 | 0.871798454609271 |
118 | 0.155453260039406 | 0.310906520078812 | 0.844546739960594 |
119 | 0.143250580354953 | 0.286501160709907 | 0.856749419645047 |
120 | 0.124021247439347 | 0.248042494878695 | 0.875978752560653 |
121 | 0.108559692591292 | 0.217119385182584 | 0.891440307408708 |
122 | 0.097839190494131 | 0.195678380988262 | 0.902160809505869 |
123 | 0.124455652796321 | 0.248911305592642 | 0.875544347203679 |
124 | 0.111455109242753 | 0.222910218485505 | 0.888544890757247 |
125 | 0.114716375473921 | 0.229432750947842 | 0.885283624526079 |
126 | 0.115801006594956 | 0.231602013189913 | 0.884198993405044 |
127 | 0.101187904347674 | 0.202375808695349 | 0.898812095652326 |
128 | 0.0906300232397384 | 0.181260046479477 | 0.909369976760262 |
129 | 0.0774392995104118 | 0.154878599020824 | 0.922560700489588 |
130 | 0.0800125621003055 | 0.160025124200611 | 0.919987437899695 |
131 | 0.0810883069997927 | 0.162176613999585 | 0.918911693000207 |
132 | 0.0771645042732729 | 0.154329008546546 | 0.922835495726727 |
133 | 0.07281536557551 | 0.14563073115102 | 0.92718463442449 |
134 | 0.061552062070086 | 0.123104124140172 | 0.938447937929914 |
135 | 0.0573129590902837 | 0.114625918180567 | 0.942687040909716 |
136 | 0.134478359162873 | 0.268956718325747 | 0.865521640837127 |
137 | 0.117347231138281 | 0.234694462276562 | 0.88265276886172 |
138 | 0.100890651535539 | 0.201781303071077 | 0.899109348464461 |
139 | 0.0898460218226357 | 0.179692043645271 | 0.910153978177364 |
140 | 0.0839704477843041 | 0.167940895568608 | 0.916029552215696 |
141 | 0.0821098980517313 | 0.164219796103463 | 0.917890101948269 |
142 | 0.0761686376553879 | 0.152337275310776 | 0.923831362344612 |
143 | 0.0671931512316191 | 0.134386302463238 | 0.932806848768381 |
144 | 0.057338539486667 | 0.114677078973334 | 0.942661460513333 |
145 | 0.0482594436887606 | 0.0965188873775212 | 0.95174055631124 |
146 | 0.0399755611816734 | 0.0799511223633468 | 0.960024438818327 |
147 | 0.038762429413294 | 0.0775248588265879 | 0.961237570586706 |
148 | 0.0484287712701157 | 0.0968575425402314 | 0.951571228729884 |
149 | 0.0433962958894614 | 0.0867925917789228 | 0.956603704110539 |
150 | 0.03584091524833 | 0.0716818304966599 | 0.96415908475167 |
151 | 0.0371374529703461 | 0.0742749059406922 | 0.962862547029654 |
152 | 0.0373541630894777 | 0.0747083261789554 | 0.962645836910522 |
153 | 0.0387205089889921 | 0.0774410179779842 | 0.961279491011008 |
154 | 0.0351150281886103 | 0.0702300563772205 | 0.96488497181139 |
155 | 0.0389281367010982 | 0.0778562734021964 | 0.961071863298902 |
156 | 0.0324571002236581 | 0.0649142004473161 | 0.967542899776342 |
157 | 0.0266498876145181 | 0.0532997752290362 | 0.973350112385482 |
158 | 0.022972324079875 | 0.04594464815975 | 0.977027675920125 |
159 | 0.0417440958883039 | 0.0834881917766077 | 0.958255904111696 |
160 | 0.0390911930820312 | 0.0781823861640625 | 0.960908806917969 |
161 | 0.0335664373301574 | 0.0671328746603148 | 0.966433562669843 |
162 | 0.0785805577760749 | 0.15716111555215 | 0.921419442223925 |
163 | 0.0663071247744412 | 0.132614249548882 | 0.933692875225559 |
164 | 0.188166341407071 | 0.376332682814142 | 0.811833658592929 |
165 | 0.167965173193418 | 0.335930346386836 | 0.832034826806582 |
166 | 0.277744239735479 | 0.555488479470959 | 0.72225576026452 |
167 | 0.263911278660163 | 0.527822557320327 | 0.736088721339837 |
168 | 0.247251506630356 | 0.494503013260712 | 0.752748493369644 |
169 | 0.228721045176238 | 0.457442090352476 | 0.771278954823762 |
170 | 0.202329669842127 | 0.404659339684253 | 0.797670330157873 |
171 | 0.227433753754119 | 0.454867507508238 | 0.772566246245881 |
172 | 0.201892736719511 | 0.403785473439022 | 0.798107263280489 |
173 | 0.279512440399388 | 0.559024880798776 | 0.720487559600612 |
174 | 0.271400933256396 | 0.542801866512792 | 0.728599066743604 |
175 | 0.247386284153288 | 0.494772568306576 | 0.752613715846712 |
176 | 0.335804684264873 | 0.671609368529747 | 0.664195315735127 |
177 | 0.312085465473049 | 0.624170930946098 | 0.687914534526951 |
178 | 0.309874963025904 | 0.619749926051807 | 0.690125036974096 |
179 | 0.295002671939354 | 0.590005343878709 | 0.704997328060646 |
180 | 0.277647284111241 | 0.555294568222481 | 0.722352715888759 |
181 | 0.270958709624598 | 0.541917419249196 | 0.729041290375402 |
182 | 0.353673987937488 | 0.707347975874976 | 0.646326012062512 |
183 | 0.332386344529692 | 0.664772689059384 | 0.667613655470308 |
184 | 0.349648330005454 | 0.699296660010909 | 0.650351669994546 |
185 | 0.321545652694783 | 0.643091305389565 | 0.678454347305217 |
186 | 0.38234050268762 | 0.76468100537524 | 0.61765949731238 |
187 | 0.3464780718419 | 0.6929561436838 | 0.6535219281581 |
188 | 0.313578302296008 | 0.627156604592017 | 0.686421697703992 |
189 | 0.280648439928053 | 0.561296879856106 | 0.719351560071947 |
190 | 0.359886761118825 | 0.71977352223765 | 0.640113238881175 |
191 | 0.358793982117982 | 0.717587964235964 | 0.641206017882018 |
192 | 0.377185993379966 | 0.754371986759931 | 0.622814006620034 |
193 | 0.364725754442616 | 0.729451508885231 | 0.635274245557384 |
194 | 0.327449205712722 | 0.654898411425443 | 0.672550794287278 |
195 | 0.299839888205217 | 0.599679776410434 | 0.700160111794783 |
196 | 0.308990159629857 | 0.617980319259713 | 0.691009840370143 |
197 | 0.414566529469149 | 0.829133058938297 | 0.585433470530851 |
198 | 0.38625305381992 | 0.77250610763984 | 0.61374694618008 |
199 | 0.348499869090872 | 0.696999738181745 | 0.651500130909128 |
200 | 0.317931182549709 | 0.635862365099418 | 0.682068817450291 |
201 | 0.282799830423087 | 0.565599660846174 | 0.717200169576913 |
202 | 0.251816417056568 | 0.503632834113136 | 0.748183582943432 |
203 | 0.22010669038872 | 0.44021338077744 | 0.77989330961128 |
204 | 0.19022064806371 | 0.38044129612742 | 0.80977935193629 |
205 | 0.17050993195789 | 0.341019863915781 | 0.82949006804211 |
206 | 0.145205387136655 | 0.290410774273311 | 0.854794612863345 |
207 | 0.127851079287202 | 0.255702158574404 | 0.872148920712798 |
208 | 0.133167971435038 | 0.266335942870075 | 0.866832028564962 |
209 | 0.111287251782577 | 0.222574503565155 | 0.888712748217423 |
210 | 0.0924174870336024 | 0.184834974067205 | 0.907582512966398 |
211 | 0.0764408762995234 | 0.152881752599047 | 0.923559123700477 |
212 | 0.0632186279787771 | 0.126437255957554 | 0.936781372021223 |
213 | 0.0562436552451063 | 0.112487310490213 | 0.943756344754894 |
214 | 0.0638521155489727 | 0.127704231097945 | 0.936147884451027 |
215 | 0.0521437214593465 | 0.104287442918693 | 0.947856278540653 |
216 | 0.0422514390360089 | 0.0845028780720177 | 0.95774856096399 |
217 | 0.0332278071108906 | 0.0664556142217811 | 0.96677219288911 |
218 | 0.0273128827505761 | 0.0546257655011523 | 0.972687117249424 |
219 | 0.0290635733686688 | 0.0581271467373377 | 0.970936426631331 |
220 | 0.0236780629192001 | 0.0473561258384003 | 0.9763219370808 |
221 | 0.0289406824851743 | 0.0578813649703486 | 0.971059317514826 |
222 | 0.0219514403108181 | 0.0439028806216362 | 0.978048559689182 |
223 | 0.016374746118818 | 0.032749492237636 | 0.983625253881182 |
224 | 0.0175983512353555 | 0.0351967024707111 | 0.982401648764644 |
225 | 0.0189355159376746 | 0.0378710318753493 | 0.981064484062325 |
226 | 0.0151871994074186 | 0.0303743988148371 | 0.984812800592581 |
227 | 0.0124980577305653 | 0.0249961154611307 | 0.987501942269435 |
228 | 0.0122698998254443 | 0.0245397996508885 | 0.987730100174556 |
229 | 0.0180891486185152 | 0.0361782972370304 | 0.981910851381485 |
230 | 0.0170958316721885 | 0.0341916633443769 | 0.982904168327812 |
231 | 0.013284753883049 | 0.026569507766098 | 0.98671524611695 |
232 | 0.0101569570057312 | 0.0203139140114624 | 0.989843042994269 |
233 | 0.0121563136854298 | 0.0243126273708595 | 0.98784368631457 |
234 | 0.0106692224424474 | 0.0213384448848947 | 0.989330777557553 |
235 | 0.0109902675750121 | 0.0219805351500242 | 0.989009732424988 |
236 | 0.00860708928443766 | 0.0172141785688753 | 0.991392910715562 |
237 | 0.00660150775474376 | 0.0132030155094875 | 0.993398492245256 |
238 | 0.00464603600121098 | 0.00929207200242197 | 0.99535396399879 |
239 | 0.0116646277748229 | 0.0233292555496458 | 0.988335372225177 |
240 | 0.0160977040645033 | 0.0321954081290066 | 0.983902295935497 |
241 | 0.0367910005703136 | 0.0735820011406271 | 0.963208999429686 |
242 | 0.025642366969861 | 0.0512847339397219 | 0.97435763303014 |
243 | 0.0172362914792171 | 0.0344725829584343 | 0.982763708520783 |
244 | 0.0112411574580886 | 0.0224823149161771 | 0.988758842541911 |
245 | 0.00735856177931968 | 0.0147171235586394 | 0.99264143822068 |
246 | 0.00701659058451169 | 0.0140331811690234 | 0.992983409415488 |
247 | 0.00416343732754442 | 0.00832687465508885 | 0.995836562672456 |
248 | 0.132575958566515 | 0.265151917133029 | 0.867424041433485 |
249 | 0.122430742385471 | 0.244861484770942 | 0.877569257614529 |
250 | 0.206531197134026 | 0.413062394268051 | 0.793468802865974 |
251 | 0.150906094860646 | 0.301812189721292 | 0.849093905139354 |
252 | 0.19925692727994 | 0.39851385455988 | 0.80074307272006 |
253 | 0.199278032417618 | 0.398556064835236 | 0.800721967582382 |
254 | 0.127219055414923 | 0.254438110829846 | 0.872780944585077 |
255 | 0.112893021628353 | 0.225786043256706 | 0.887106978371647 |
256 | 0.061132034666458 | 0.122264069332916 | 0.938867965333542 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 8 | 0.0321285140562249 | NOK |
5% type I error level | 36 | 0.144578313253012 | NOK |
10% type I error level | 62 | 0.248995983935743 | NOK |