Multiple Linear Regression - Estimated Regression Equation |
Doorzettingsvermogen[t] = + 7.05965288272106 + 5.73957517929624Pop[t] -0.0139363286483323t + 0.00534508514432263Pop_t[t] + 0.216450927199198Zelfstandig[t] -0.191550233815129Zelfstandig_p[t] + 0.156510966489902Stressbestendig[t] -0.0138822283126451Stressbestendig_p[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) | 7.05965288272106 | 2.784902 | 2.535 | 0.011842 | 0.005921 |
Pop | 5.73957517929624 | 3.372763 | 1.7017 | 0.090018 | 0.045009 |
t | -0.0139363286483323 | 0.007309 | -1.9066 | 0.057686 | 0.028843 |
Pop_t | 0.00534508514432263 | 0.008215 | 0.6506 | 0.515862 | 0.257931 |
Zelfstandig | 0.216450927199198 | 0.05661 | 3.8236 | 0.000165 | 8.3e-05 |
Zelfstandig_p | -0.191550233815129 | 0.075243 | -2.5457 | 0.011491 | 0.005746 |
Stressbestendig | 0.156510966489902 | 0.086322 | 1.8131 | 0.070987 | 0.035493 |
Stressbestendig_p | -0.0138822283126451 | 0.114746 | -0.121 | 0.9038 | 0.4519 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.470524518071111 |
R-squared | 0.221393322106051 |
Adjusted R-squared | 0.200103295757389 |
F-TEST (value) | 10.3989219402708 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 1.74816827680502e-11 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.19654675787578 |
Sum Squared Residuals | 1235.15332084086 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 15.7336655015895 | -2.73366550158948 |
2 | 16 | 16.1461850504901 | -0.146185050490119 |
3 | 19 | 15.2138947198975 | 3.7861052801025 |
4 | 15 | 15.2981308278026 | -0.298130827802615 |
5 | 14 | 15.9596573105439 | -1.95965731054391 |
6 | 13 | 16.0371179963219 | -3.03711799632186 |
7 | 19 | 15.507813186877 | 3.49218681312304 |
8 | 15 | 15.6237254102933 | -0.623725410293298 |
9 | 14 | 15.7328622115825 | -1.73286221158248 |
10 | 15 | 15.7989730482307 | -0.798973048230673 |
11 | 16 | 15.9013344273927 | 0.0986655726073034 |
12 | 16 | 16.2527027403954 | -0.252702740395408 |
13 | 16 | 14.9853535466802 | 1.01464645331985 |
14 | 16 | 15.9072368123919 | 0.0927631876081079 |
15 | 17 | 16.1590023518583 | 0.840997648141672 |
16 | 15 | 15.480293382109 | -0.480293382109014 |
17 | 15 | 15.4468014452209 | -0.446801445220936 |
18 | 20 | 16.0155005765531 | 3.98449942344689 |
19 | 18 | 15.5790231185173 | 2.42097688148267 |
20 | 16 | 15.7062851910634 | 0.293714808936578 |
21 | 16 | 16.007852117298 | -0.00785211729799527 |
22 | 16 | 14.951058319785 | 1.04894168021495 |
23 | 19 | 15.5446581445013 | 3.45534185549871 |
24 | 16 | 15.2757101180268 | 0.724289881973164 |
25 | 17 | 15.8059577117206 | 1.19404228827937 |
26 | 17 | 14.6563365627986 | 2.34366343720144 |
27 | 16 | 15.7208485666876 | 0.279151433312439 |
28 | 15 | 15.4768012335972 | -0.476801233597174 |
29 | 16 | 15.5112359547341 | 0.488764045265854 |
30 | 14 | 14.9321297585211 | -0.932129758521108 |
31 | 15 | 15.5868808191352 | -0.586880819135247 |
32 | 12 | 15.1753040544835 | -3.17530405448353 |
33 | 14 | 15.7123270703045 | -1.71232707030449 |
34 | 16 | 15.5678825107504 | 0.432117489249626 |
35 | 14 | 15.2423576753806 | -1.24235767538062 |
36 | 10 | 15.5937259883833 | -5.59372598838334 |
37 | 10 | 14.5369321908704 | -4.53693219087039 |
38 | 14 | 15.4339147631981 | -1.43391476319806 |
39 | 16 | 15.6607796092804 | 0.339220390719573 |
40 | 16 | 15.1314747998355 | 0.868525200164474 |
41 | 16 | 15.383240339302 | 0.616759660698038 |
42 | 14 | 15.5421785273593 | -1.54217852735928 |
43 | 20 | 15.5086865904712 | 4.4913134095288 |
44 | 14 | 14.9544810876422 | -0.95448108764223 |
45 | 14 | 15.2492725917496 | -1.24927259174965 |
46 | 11 | 14.8444712492251 | -3.84447124922509 |
47 | 14 | 15.5059977319664 | -1.50599773196639 |
48 | 15 | 15.372903021542 | -0.372903021542032 |
49 | 16 | 15.7491720279288 | 0.250827972071188 |
50 | 14 | 15.0206616714114 | -1.02066167141136 |
51 | 16 | 15.5893608027435 | 0.410639197256464 |
52 | 14 | 15.0963065358125 | -1.09630653581246 |
53 | 12 | 14.7345311579289 | -2.73453115792889 |
54 | 16 | 14.9930721195225 | 1.00692788047752 |
55 | 9 | 14.8350767157141 | -5.83507671571406 |
56 | 14 | 15.329073766894 | -1.32907376689402 |
57 | 16 | 15.4382105681832 | 0.561789431816797 |
58 | 16 | 15.2869905865019 | 0.713009413498064 |
59 | 15 | 14.9003145152343 | 0.0996854847657076 |
60 | 16 | 14.8419218849621 | 1.15807811503785 |
61 | 12 | 14.1134115284447 | -2.11341152844469 |
62 | 16 | 14.9673681361314 | 1.03263186386862 |
63 | 16 | 14.6984201096569 | 1.30157989034307 |
64 | 14 | 15.1177150806847 | -1.11771508068469 |
65 | 16 | 15.1521498018217 | 0.847850198178338 |
66 | 17 | 14.5798190277358 | 2.42018097226422 |
67 | 18 | 14.6640551356409 | 3.33594486435911 |
68 | 18 | 14.5988870832416 | 3.40111291675841 |
69 | 12 | 15.3418910682622 | -3.34189106826224 |
70 | 16 | 15.258597744606 | 0.741402255393973 |
71 | 10 | 15.0824770695407 | -5.08247706954069 |
72 | 14 | 15.4089446891593 | -1.40894468915933 |
73 | 18 | 15.2826254008621 | 2.71737459913786 |
74 | 18 | 15.3238355441263 | 2.67616445587374 |
75 | 16 | 14.6813771168908 | 1.31862288310922 |
76 | 17 | 14.6048592153617 | 2.39514078463828 |
77 | 16 | 15.4837165164325 | 0.516283483567525 |
78 | 16 | 14.755206159915 | 1.24479384008498 |
79 | 13 | 15.0318723927655 | -2.03187239276553 |
80 | 16 | 14.6384208993707 | 1.36157910062927 |
81 | 16 | 15.1391933726779 | 0.860806627322148 |
82 | 16 | 15.1555028225579 | 0.844497177442088 |
83 | 15 | 15.1899375436949 | -0.189937543694884 |
84 | 15 | 15.0636182553977 | -0.0636182553976859 |
85 | 16 | 14.8376961935642 | 1.16230380643579 |
86 | 14 | 15.17093923531 | -1.17093923531001 |
87 | 16 | 14.8952157867084 | 1.1047842132916 |
88 | 16 | 14.694194418259 | 1.30580558174101 |
89 | 15 | 13.8547314390755 | 1.14526856092449 |
90 | 12 | 15.3471296574963 | -3.34712965749628 |
91 | 17 | 14.668420687747 | 2.33157931225303 |
92 | 16 | 15.1691931610541 | 0.83080683894591 |
93 | 15 | 14.6942641653799 | 0.305735834620071 |
94 | 13 | 14.5928455704668 | -1.5928455704668 |
95 | 16 | 15.161544701799 | 0.838455298201025 |
96 | 16 | 14.5575378122019 | 1.44246218779813 |
97 | 16 | 14.7346012715161 | 1.2653987284839 |
98 | 16 | 15.2285983226961 | 0.771401677303934 |
99 | 14 | 14.9845509896057 | -0.98455098960568 |
100 | 16 | 15.2612172224562 | 0.738782777543816 |
101 | 16 | 14.5145815946818 | 1.48541840531818 |
102 | 20 | 15.126306690655 | 4.87369330934502 |
103 | 15 | 14.1804655158081 | 0.81953448419194 |
104 | 16 | 15.0162968522378 | 0.983703147762163 |
105 | 13 | 13.9776283259818 | -0.977628325981802 |
106 | 17 | 15.0421403298708 | 1.9578596701292 |
107 | 16 | 14.9905231217258 | 1.00947687827419 |
108 | 16 | 14.1691854137992 | 1.83081458620076 |
109 | 12 | 14.3348990239837 | -2.33489902398371 |
110 | 16 | 14.8402459242934 | 1.15975407570656 |
111 | 16 | 14.2362390346963 | 1.76376096530367 |
112 | 17 | 14.7121108146194 | 2.28788918538062 |
113 | 13 | 14.6469427622201 | -1.64694276222008 |
114 | 12 | 15.2337671648092 | -3.23376716480917 |
115 | 18 | 14.8901170581825 | 3.10988294181749 |
116 | 14 | 14.7954738853965 | -0.795473885396533 |
117 | 14 | 14.7868826418925 | -0.786882641892524 |
118 | 13 | 14.6537879314682 | -1.65378793146817 |
119 | 16 | 14.6700973813482 | 1.32990261865177 |
120 | 13 | 14.4011493548738 | -1.40114935487377 |
121 | 16 | 14.4288086538836 | 1.57119134611641 |
122 | 13 | 14.8616544691657 | -1.86165446916566 |
123 | 16 | 14.8281625322776 | 1.17183746772241 |
124 | 15 | 14.6452664350851 | 0.354733564914906 |
125 | 16 | 14.4012191019947 | 1.59878089800529 |
126 | 15 | 14.9382421178157 | 0.0617578821843416 |
127 | 17 | 15.1039557280001 | 1.89604427199987 |
128 | 15 | 15.3059198806984 | -0.305919880698429 |
129 | 12 | 14.6521116043332 | -2.65211160433318 |
130 | 16 | 14.3582628844747 | 1.64173711552534 |
131 | 10 | 13.7542559948776 | -3.75425599487755 |
132 | 16 | 14.7259406473574 | 1.27405935264257 |
133 | 12 | 14.5430445501649 | -2.54304455016494 |
134 | 14 | 14.7336588537335 | -0.73365885373348 |
135 | 15 | 14.6435901079501 | 0.356409892049892 |
136 | 13 | 13.7475503198713 | -0.74755031987133 |
137 | 15 | 14.490554304892 | 0.509445695108013 |
138 | 11 | 14.0540768468562 | -3.0540768468562 |
139 | 12 | 14.5910998626772 | -2.59109986267716 |
140 | 11 | 14.3221518362027 | -3.3221518362027 |
141 | 16 | 14.5739173756691 | 1.42608262433086 |
142 | 15 | 14.7826569504946 | 0.217343049505408 |
143 | 17 | 14.4390068438679 | 2.56099315613207 |
144 | 16 | 14.2742360179323 | 1.72576398206765 |
145 | 10 | 14.6074790596782 | -4.60747905967815 |
146 | 18 | 14.4992850426379 | 3.50071495736214 |
147 | 13 | 14.0016563487042 | -1.00165634870419 |
148 | 16 | 14.0111903764571 | 1.98880962354291 |
149 | 13 | 13.5996136118054 | -0.599613611805379 |
150 | 10 | 14.7637283892307 | -4.76372838923065 |
151 | 15 | 14.2774495444267 | 0.722550455573267 |
152 | 16 | 14.7216452088386 | 1.27835479116144 |
153 | 16 | 14.1674397060096 | 1.83256029399041 |
154 | 14 | 13.6064587810535 | 0.393541218946532 |
155 | 10 | 14.0936804101063 | -4.09368041010628 |
156 | 17 | 14.1099898599863 | 2.89001014001366 |
157 | 13 | 14.3685308215799 | -1.36853082157993 |
158 | 15 | 15.0481825755781 | -0.0481825755781405 |
159 | 16 | 14.0842161294743 | 1.91578387052569 |
160 | 12 | 14.0824003080975 | -2.08240030809746 |
161 | 13 | 14.1666364160026 | -1.16663641600257 |
162 | 13 | 11.9948014137694 | 1.00519858623059 |
163 | 12 | 12.6069089510807 | -0.606908951080684 |
164 | 17 | 14.4211510458065 | 2.57884895419346 |
165 | 15 | 14.766854481414 | 0.233145518586015 |
166 | 10 | 12.9613707744628 | -2.96137077446277 |
167 | 14 | 14.0663201268817 | -0.0663201268817416 |
168 | 11 | 12.00775444766 | -1.00775444766002 |
169 | 13 | 14.3381472731316 | -1.33814727313156 |
170 | 16 | 14.107760017284 | 1.89223998271598 |
171 | 12 | 13.1081400584203 | -1.10814005842031 |
172 | 16 | 15.1754641254167 | 0.824535874583323 |
173 | 12 | 13.6330491769406 | -1.63304917694063 |
174 | 9 | 12.0806474422599 | -3.08064744225993 |
175 | 12 | 13.1855967946789 | -1.1855967946789 |
176 | 15 | 14.2172840569552 | 0.782715943044755 |
177 | 12 | 13.1444020079489 | -1.14440200794891 |
178 | 12 | 12.9506457971727 | -0.950645797172687 |
179 | 14 | 13.7792042616832 | 0.220795738316837 |
180 | 12 | 14.2814186637805 | -2.28141866378051 |
181 | 16 | 14.5205643074027 | 1.47943569259732 |
182 | 11 | 13.0514114490693 | -2.05141144906926 |
183 | 19 | 14.6492026165959 | 4.35079738340408 |
184 | 15 | 13.6129516126609 | 1.38704838733911 |
185 | 8 | 13.0462335081956 | -5.04623350819558 |
186 | 16 | 14.2943716976711 | 1.70562830232888 |
187 | 17 | 14.0040444811143 | 2.99595551888571 |
188 | 12 | 13.4972663373583 | -1.49726633735827 |
189 | 11 | 12.5209552941325 | -1.52095529413254 |
190 | 11 | 13.925604450098 | -2.92560445009799 |
191 | 14 | 13.9116681214497 | 0.0883318785503455 |
192 | 16 | 15.2330684010678 | 0.766931598932178 |
193 | 12 | 13.860486548515 | -1.86048654851501 |
194 | 16 | 14.0863100627039 | 1.91368993729614 |
195 | 13 | 13.6161629640191 | -0.616162964019143 |
196 | 15 | 14.4313992990963 | 0.568600700903709 |
197 | 16 | 13.2153284130334 | 2.78467158696662 |
198 | 16 | 14.5000976475802 | 1.49990235241977 |
199 | 14 | 12.6812918111957 | 1.31870818880431 |
200 | 16 | 13.2334593877977 | 2.76654061220232 |
201 | 16 | 12.1605773387913 | 3.83942266120866 |
202 | 14 | 13.0857068090824 | 0.91429319091758 |
203 | 11 | 13.6012433406131 | -2.60124334061309 |
204 | 12 | 13.1777140732043 | -1.17771407320435 |
205 | 15 | 13.9097015319342 | 1.09029846806578 |
206 | 15 | 14.3286670576843 | 0.67133294231572 |
207 | 16 | 14.3746706897452 | 1.62532931025476 |
208 | 16 | 14.4573053668775 | 1.54269463312248 |
209 | 11 | 13.3244833571619 | -2.32448335716188 |
210 | 15 | 13.7800799279833 | 1.21992007201674 |
211 | 12 | 12.6705668339056 | -0.67056683390561 |
212 | 12 | 16.1331674698778 | -4.13316746987777 |
213 | 15 | 14.2544216727839 | 0.745578327216061 |
214 | 15 | 12.5688178872513 | 2.43118211274868 |
215 | 16 | 13.3607453066905 | 2.63925469330952 |
216 | 14 | 11.8083435720098 | 2.19165642799022 |
217 | 17 | 14.2719384483332 | 2.72806155166677 |
218 | 14 | 13.572018293016 | 0.427981706984006 |
219 | 13 | 12.8354670926274 | 0.164532907372554 |
220 | 15 | 14.7829112382052 | 0.217088761794777 |
221 | 13 | 12.8442254804021 | 0.155774519597908 |
222 | 14 | 14.2621967658009 | -0.262196765800867 |
223 | 15 | 12.4433909294163 | 2.55660907058367 |
224 | 12 | 13.2120094332175 | -1.21200943321751 |
225 | 13 | 13.1248110144266 | -0.124811014426553 |
226 | 8 | 14.2064514512075 | -6.20645145120754 |
227 | 14 | 13.7962443132321 | 0.20375568676788 |
228 | 14 | 13.1196330735529 | 0.880366926447133 |
229 | 11 | 12.2632019517457 | -1.26320195174573 |
230 | 12 | 13.1517003769655 | -1.1517003769655 |
231 | 13 | 12.5250423117909 | 0.474957688209118 |
232 | 10 | 13.4601585682866 | -3.46015856828662 |
233 | 16 | 13.5194843297809 | 2.48051567021909 |
234 | 18 | 12.9760751409536 | 5.02392485904642 |
235 | 13 | 13.2152207845758 | -0.215220784575754 |
236 | 11 | 12.2022786962787 | -1.20227869627871 |
237 | 4 | 12.1284024069211 | -8.12840240692109 |
238 | 13 | 11.6216242631651 | 1.37837573683494 |
239 | 16 | 12.0039587438438 | 3.99604125615619 |
240 | 10 | 11.9300824544862 | -1.93008245448619 |
241 | 12 | 12.5055589467262 | -0.505558946726151 |
242 | 12 | 12.5149315337158 | -0.514931533715803 |
243 | 10 | 11.6118825806327 | -1.61188258063269 |
244 | 13 | 12.6802008879804 | 0.319799112019648 |
245 | 15 | 12.7028956044033 | 2.29710439559667 |
246 | 12 | 12.9287191185922 | -0.928719118592182 |
247 | 14 | 13.2278047229237 | 0.772195277076346 |
248 | 10 | 12.7210265791676 | -2.72102657916763 |
249 | 12 | 9.7000861853685 | 2.29991381463149 |
250 | 12 | 9.78272086250078 | 2.21727913749922 |
251 | 11 | 13.2686304141109 | -2.26863041411093 |
252 | 10 | 12.5087702980844 | -2.5087702980844 |
253 | 12 | 12.9277358238345 | -0.927735823834462 |
254 | 16 | 12.4808976407877 | 3.51910235921227 |
255 | 12 | 12.5269012728487 | -0.526901272848697 |
256 | 14 | 12.5129649442004 | 1.48703505579963 |
257 | 16 | 12.8952994248791 | 3.10470057512088 |
258 | 14 | 11.7991084602348 | 2.2008915397652 |
259 | 13 | 13.1571397849243 | -0.157139784924274 |
260 | 4 | 11.4948449150296 | -7.49484491502963 |
261 | 15 | 12.1069524523409 | 2.89304754765908 |
262 | 11 | 13.9811345077761 | -2.98113450777607 |
263 | 11 | 12.2822085928101 | -1.28220859281012 |
264 | 14 | 12.4980453207943 | 1.50195467920569 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.85047213144122 | 0.299055737117561 | 0.149527868558781 |
12 | 0.81032102555689 | 0.37935794888622 | 0.18967897444311 |
13 | 0.752497952468879 | 0.495004095062242 | 0.247502047531121 |
14 | 0.674717914058326 | 0.650564171883348 | 0.325282085941674 |
15 | 0.634677651134023 | 0.730644697731953 | 0.365322348865977 |
16 | 0.593333366483253 | 0.813333267033494 | 0.406666633516747 |
17 | 0.531574137444308 | 0.936851725111383 | 0.468425862555692 |
18 | 0.709162033946263 | 0.581675932107474 | 0.290837966053737 |
19 | 0.64387088329727 | 0.712258233405461 | 0.356129116702731 |
20 | 0.570796172727233 | 0.858407654545535 | 0.429203827272767 |
21 | 0.492830160941599 | 0.985660321883197 | 0.507169839058401 |
22 | 0.428521459495375 | 0.85704291899075 | 0.571478540504625 |
23 | 0.397327729549802 | 0.794655459099604 | 0.602672270450198 |
24 | 0.372378631027193 | 0.744757262054385 | 0.627621368972807 |
25 | 0.305480813645649 | 0.610961627291298 | 0.694519186354351 |
26 | 0.250643385408771 | 0.501286770817542 | 0.749356614591229 |
27 | 0.212485041305323 | 0.424970082610646 | 0.787514958694677 |
28 | 0.21688724417001 | 0.433774488340021 | 0.78311275582999 |
29 | 0.175467486126084 | 0.350934972252168 | 0.824532513873916 |
30 | 0.200141435688783 | 0.400282871377565 | 0.799858564311217 |
31 | 0.168214197333196 | 0.336428394666392 | 0.831785802666804 |
32 | 0.277400184102604 | 0.554800368205207 | 0.722599815897396 |
33 | 0.248282438311189 | 0.496564876622377 | 0.751717561688811 |
34 | 0.20266042365876 | 0.405320847317521 | 0.79733957634124 |
35 | 0.171601140687774 | 0.343202281375548 | 0.828398859312226 |
36 | 0.40377202967463 | 0.807544059349259 | 0.59622797032537 |
37 | 0.553669321207997 | 0.892661357584006 | 0.446330678792003 |
38 | 0.502853889684107 | 0.994292220631785 | 0.497146110315893 |
39 | 0.483385147356476 | 0.966770294712953 | 0.516614852643523 |
40 | 0.454612138502201 | 0.909224277004401 | 0.545387861497799 |
41 | 0.424259079118586 | 0.848518158237171 | 0.575740920881414 |
42 | 0.382145730721052 | 0.764291461442104 | 0.617854269278948 |
43 | 0.604691985665106 | 0.790616028669788 | 0.395308014334894 |
44 | 0.560870478212878 | 0.878259043574244 | 0.439129521787122 |
45 | 0.514274290037614 | 0.971451419924771 | 0.485725709962386 |
46 | 0.60112575691483 | 0.79774848617034 | 0.39887424308517 |
47 | 0.572607386303004 | 0.854785227393992 | 0.427392613696996 |
48 | 0.525853808774486 | 0.948292382451028 | 0.474146191225514 |
49 | 0.479724431431395 | 0.95944886286279 | 0.520275568568605 |
50 | 0.434781630973981 | 0.869563261947962 | 0.565218369026019 |
51 | 0.391504101869432 | 0.783008203738863 | 0.608495898130568 |
52 | 0.350432484104364 | 0.700864968208728 | 0.649567515895636 |
53 | 0.346340991787543 | 0.692681983575086 | 0.653659008212457 |
54 | 0.31848840624955 | 0.6369768124991 | 0.68151159375045 |
55 | 0.504646476274264 | 0.990707047451473 | 0.495353523725736 |
56 | 0.467337657265405 | 0.93467531453081 | 0.532662342734595 |
57 | 0.442173755443212 | 0.884347510886423 | 0.557826244556788 |
58 | 0.419679825595961 | 0.839359651191922 | 0.580320174404039 |
59 | 0.382480717733405 | 0.76496143546681 | 0.617519282266595 |
60 | 0.373624798354026 | 0.747249596708053 | 0.626375201645973 |
61 | 0.351866553700449 | 0.703733107400898 | 0.648133446299551 |
62 | 0.335806470124826 | 0.671612940249652 | 0.664193529875174 |
63 | 0.321816251223021 | 0.643632502446043 | 0.678183748776979 |
64 | 0.29210249033295 | 0.5842049806659 | 0.70789750966705 |
65 | 0.279143445541662 | 0.558286891083323 | 0.720856554458338 |
66 | 0.287340201188204 | 0.574680402376408 | 0.712659798811796 |
67 | 0.340305700320554 | 0.680611400641109 | 0.659694299679446 |
68 | 0.45057579032087 | 0.90115158064174 | 0.54942420967913 |
69 | 0.529593360044952 | 0.940813279910095 | 0.470406639955048 |
70 | 0.49198563912244 | 0.98397127824488 | 0.50801436087756 |
71 | 0.66324210519212 | 0.673515789615761 | 0.33675789480788 |
72 | 0.641467904115876 | 0.717064191768248 | 0.358532095884124 |
73 | 0.658652306951865 | 0.68269538609627 | 0.341347693048135 |
74 | 0.662400300232921 | 0.675199399534158 | 0.337599699767079 |
75 | 0.653008140547463 | 0.693983718905075 | 0.346991859452537 |
76 | 0.662413675315901 | 0.675172649368198 | 0.337586324684099 |
77 | 0.626108719782868 | 0.747782560434264 | 0.373891280217132 |
78 | 0.599632500599227 | 0.800734998801547 | 0.400367499400773 |
79 | 0.597262312064909 | 0.805475375870182 | 0.402737687935091 |
80 | 0.576989199126997 | 0.846021601746005 | 0.423010800873003 |
81 | 0.540969301538506 | 0.918061396922988 | 0.459030698461494 |
82 | 0.503871223385291 | 0.992257553229419 | 0.496128776614709 |
83 | 0.467188563164067 | 0.934377126328133 | 0.532811436835933 |
84 | 0.430077950342074 | 0.860155900684148 | 0.569922049657926 |
85 | 0.400316293912973 | 0.800632587825946 | 0.599683706087027 |
86 | 0.382232119496776 | 0.764464238993553 | 0.617767880503224 |
87 | 0.351084981984999 | 0.702169963969998 | 0.648915018015001 |
88 | 0.323735521027352 | 0.647471042054705 | 0.676264478972648 |
89 | 0.29346140180726 | 0.586922803614521 | 0.70653859819274 |
90 | 0.3553928188445 | 0.710785637689 | 0.6446071811555 |
91 | 0.350483925104757 | 0.700967850209514 | 0.649516074895243 |
92 | 0.316798024957478 | 0.633596049914956 | 0.683201975042522 |
93 | 0.285093560511895 | 0.57018712102379 | 0.714906439488105 |
94 | 0.278655448111905 | 0.557310896223809 | 0.721344551888095 |
95 | 0.249797618381355 | 0.49959523676271 | 0.750202381618645 |
96 | 0.226604641713627 | 0.453209283427253 | 0.773395358286373 |
97 | 0.204395742285497 | 0.408791484570995 | 0.795604257714503 |
98 | 0.180225985736311 | 0.360451971472622 | 0.819774014263689 |
99 | 0.166629095499939 | 0.333258190999878 | 0.833370904500061 |
100 | 0.145167877503952 | 0.290335755007904 | 0.854832122496048 |
101 | 0.128906667347034 | 0.257813334694069 | 0.871093332652966 |
102 | 0.197717748745694 | 0.395435497491389 | 0.802282251254306 |
103 | 0.17367776465364 | 0.34735552930728 | 0.82632223534636 |
104 | 0.152183789677978 | 0.304367579355956 | 0.847816210322022 |
105 | 0.140264508285997 | 0.280529016571994 | 0.859735491714003 |
106 | 0.129517569354481 | 0.259035138708962 | 0.87048243064552 |
107 | 0.112655791380044 | 0.225311582760088 | 0.887344208619956 |
108 | 0.103399645467568 | 0.206799290935135 | 0.896600354532432 |
109 | 0.116151017574429 | 0.232302035148858 | 0.88384898242557 |
110 | 0.101286574429864 | 0.202573148859728 | 0.898713425570136 |
111 | 0.0930208588834963 | 0.186041717766993 | 0.906979141116504 |
112 | 0.0932409219586436 | 0.186481843917287 | 0.906759078041356 |
113 | 0.0903639933889028 | 0.180727986777806 | 0.909636006611097 |
114 | 0.118326065947481 | 0.236652131894962 | 0.88167393405252 |
115 | 0.130430879774833 | 0.260861759549666 | 0.869569120225167 |
116 | 0.117691366347838 | 0.235382732695676 | 0.882308633652162 |
117 | 0.105276792354177 | 0.210553584708354 | 0.894723207645823 |
118 | 0.1007011833553 | 0.201402366710601 | 0.8992988166447 |
119 | 0.0905753008798564 | 0.181150601759713 | 0.909424699120144 |
120 | 0.0836390635707215 | 0.167278127141443 | 0.916360936429279 |
121 | 0.0753301581992988 | 0.150660316398598 | 0.924669841800701 |
122 | 0.073067991281513 | 0.146135982563026 | 0.926932008718487 |
123 | 0.0646701368283326 | 0.129340273656665 | 0.935329863171667 |
124 | 0.0542375387112561 | 0.108475077422512 | 0.945762461288744 |
125 | 0.0505155357530164 | 0.101031071506033 | 0.949484464246984 |
126 | 0.0419269648368651 | 0.0838539296737302 | 0.958073035163135 |
127 | 0.0415416630498751 | 0.0830833260997502 | 0.958458336950125 |
128 | 0.0346906758910338 | 0.0693813517820676 | 0.965309324108966 |
129 | 0.0378229825100753 | 0.0756459650201506 | 0.962177017489925 |
130 | 0.0364412885671737 | 0.0728825771343473 | 0.963558711432826 |
131 | 0.0500489860434086 | 0.100097972086817 | 0.949951013956591 |
132 | 0.0471186051697138 | 0.0942372103394275 | 0.952881394830286 |
133 | 0.0493605856911668 | 0.0987211713823336 | 0.950639414308833 |
134 | 0.0423332798261308 | 0.0846665596522615 | 0.95766672017387 |
135 | 0.0350568130484496 | 0.0701136260968992 | 0.96494318695155 |
136 | 0.0304370631596456 | 0.0608741263192913 | 0.969562936840354 |
137 | 0.0260154628702496 | 0.0520309257404993 | 0.97398453712975 |
138 | 0.0297512059900452 | 0.0595024119800905 | 0.970248794009955 |
139 | 0.0313393933579639 | 0.0626787867159277 | 0.968660606642036 |
140 | 0.0407387247099955 | 0.081477449419991 | 0.959261275290004 |
141 | 0.0357957257368893 | 0.0715914514737787 | 0.96420427426311 |
142 | 0.0295287818131896 | 0.0590575636263791 | 0.97047121818681 |
143 | 0.0332406311308967 | 0.0664812622617933 | 0.966759368869103 |
144 | 0.0293694685562211 | 0.0587389371124422 | 0.970630531443779 |
145 | 0.0600611006419135 | 0.120122201283827 | 0.939938899358086 |
146 | 0.066735138266068 | 0.133470276532136 | 0.933264861733932 |
147 | 0.0577523607149388 | 0.115504721429878 | 0.942247639285061 |
148 | 0.0545259017699264 | 0.109051803539853 | 0.945474098230074 |
149 | 0.0461874266542264 | 0.0923748533084529 | 0.953812573345774 |
150 | 0.0871642899957169 | 0.174328579991434 | 0.912835710004283 |
151 | 0.0744130530960411 | 0.148826106192082 | 0.925586946903959 |
152 | 0.064330778041766 | 0.128661556083532 | 0.935669221958234 |
153 | 0.0627957888384749 | 0.12559157767695 | 0.937204211161525 |
154 | 0.0572561123422624 | 0.114512224684525 | 0.942743887657738 |
155 | 0.103142060251537 | 0.206284120503074 | 0.896857939748463 |
156 | 0.099653841286389 | 0.199307682572778 | 0.900346158713611 |
157 | 0.0875241508825576 | 0.175048301765115 | 0.912475849117442 |
158 | 0.0738746679497893 | 0.147749335899579 | 0.92612533205021 |
159 | 0.0655066085037868 | 0.131013217007574 | 0.934493391496213 |
160 | 0.0589767681118076 | 0.117953536223615 | 0.941023231888192 |
161 | 0.0501194739526325 | 0.100238947905265 | 0.949880526047368 |
162 | 0.0422905562534207 | 0.0845811125068413 | 0.95770944374658 |
163 | 0.0348660863158574 | 0.0697321726317147 | 0.965133913684143 |
164 | 0.0331351758361471 | 0.0662703516722942 | 0.966864824163853 |
165 | 0.0269437568061151 | 0.0538875136122301 | 0.973056243193885 |
166 | 0.0274617932682172 | 0.0549235865364343 | 0.972538206731783 |
167 | 0.0232524906556086 | 0.0465049813112171 | 0.97674750934439 |
168 | 0.0208127664355018 | 0.0416255328710037 | 0.979187233564498 |
169 | 0.0175488967147996 | 0.0350977934295991 | 0.9824511032852 |
170 | 0.0182211305745136 | 0.0364422611490273 | 0.981778869425486 |
171 | 0.0150047860065861 | 0.0300095720131721 | 0.984995213993414 |
172 | 0.0120715558325346 | 0.0241431116650692 | 0.987928444167465 |
173 | 0.010330658594771 | 0.0206613171895419 | 0.98966934140523 |
174 | 0.0114317201719699 | 0.0228634403439398 | 0.98856827982803 |
175 | 0.00962820908826197 | 0.0192564181765239 | 0.990371790911738 |
176 | 0.00798534116729992 | 0.0159706823345998 | 0.9920146588327 |
177 | 0.00679271585973079 | 0.0135854317194616 | 0.99320728414027 |
178 | 0.00571501478262738 | 0.0114300295652548 | 0.994284985217373 |
179 | 0.00441935305889641 | 0.00883870611779283 | 0.995580646941104 |
180 | 0.00441493909937932 | 0.00882987819875865 | 0.99558506090062 |
181 | 0.00374770565307824 | 0.00749541130615649 | 0.996252294346922 |
182 | 0.00369198628486178 | 0.00738397256972356 | 0.996308013715138 |
183 | 0.0067725870851403 | 0.0135451741702806 | 0.99322741291486 |
184 | 0.0056127546753169 | 0.0112255093506338 | 0.994387245324683 |
185 | 0.017694470507046 | 0.035388941014092 | 0.982305529492954 |
186 | 0.0155322623654216 | 0.0310645247308432 | 0.984467737634578 |
187 | 0.0173613553404163 | 0.0347227106808326 | 0.982638644659584 |
188 | 0.0160883832885745 | 0.032176766577149 | 0.983911616711425 |
189 | 0.0163546276822895 | 0.032709255364579 | 0.98364537231771 |
190 | 0.0207215142847696 | 0.0414430285695392 | 0.97927848571523 |
191 | 0.0167168401172237 | 0.0334336802344474 | 0.983283159882776 |
192 | 0.0133021044135714 | 0.0266042088271427 | 0.986697895586429 |
193 | 0.0135898156978321 | 0.0271796313956642 | 0.986410184302168 |
194 | 0.0124375374886856 | 0.0248750749773711 | 0.987562462511314 |
195 | 0.0105037155447528 | 0.0210074310895056 | 0.989496284455247 |
196 | 0.00804833154456806 | 0.0160966630891361 | 0.991951668455432 |
197 | 0.00860688566332024 | 0.0172137713266405 | 0.99139311433668 |
198 | 0.00697913957978809 | 0.0139582791595762 | 0.993020860420212 |
199 | 0.00592965551110092 | 0.0118593110222018 | 0.9940703444889 |
200 | 0.00590290210860368 | 0.0118058042172074 | 0.994097097891396 |
201 | 0.00795483838837173 | 0.0159096767767435 | 0.992045161611628 |
202 | 0.00597456442246332 | 0.0119491288449266 | 0.994025435577537 |
203 | 0.00788860465524557 | 0.0157772093104911 | 0.992111395344754 |
204 | 0.00706927672669849 | 0.014138553453397 | 0.992930723273302 |
205 | 0.00532097349200827 | 0.0106419469840165 | 0.994679026507992 |
206 | 0.00395019282142091 | 0.00790038564284182 | 0.99604980717858 |
207 | 0.00325262373321087 | 0.00650524746642174 | 0.99674737626679 |
208 | 0.0026381389442726 | 0.00527627788854521 | 0.997361861055727 |
209 | 0.00298939125756772 | 0.00597878251513544 | 0.997010608742432 |
210 | 0.0022152111845314 | 0.0044304223690628 | 0.997784788815469 |
211 | 0.0016977687115383 | 0.0033955374230766 | 0.998302231288462 |
212 | 0.00324215320048042 | 0.00648430640096084 | 0.99675784679952 |
213 | 0.00238339389440033 | 0.00476678778880067 | 0.9976166061056 |
214 | 0.0021059667479735 | 0.004211933495947 | 0.997894033252027 |
215 | 0.0021583157917754 | 0.0043166315835508 | 0.997841684208225 |
216 | 0.00169663230866829 | 0.00339326461733659 | 0.998303367691332 |
217 | 0.00191069827138832 | 0.00382139654277663 | 0.998089301728612 |
218 | 0.00136006811682787 | 0.00272013623365574 | 0.998639931883172 |
219 | 0.000955866502039505 | 0.00191173300407901 | 0.99904413349796 |
220 | 0.000720222523800544 | 0.00144044504760109 | 0.9992797774762 |
221 | 0.000488082322631265 | 0.00097616464526253 | 0.999511917677369 |
222 | 0.000334879266511444 | 0.000669758533022888 | 0.999665120733489 |
223 | 0.000377476575663739 | 0.000754953151327477 | 0.999622523424336 |
224 | 0.000263139702051873 | 0.000526279404103746 | 0.999736860297948 |
225 | 0.00018491435873249 | 0.00036982871746498 | 0.999815085641268 |
226 | 0.00128460658487187 | 0.00256921316974374 | 0.998715393415128 |
227 | 0.000846792078861941 | 0.00169358415772388 | 0.999153207921138 |
228 | 0.00060073489033559 | 0.00120146978067118 | 0.999399265109664 |
229 | 0.000405712610382691 | 0.000811425220765383 | 0.999594287389617 |
230 | 0.000264723218286182 | 0.000529446436572363 | 0.999735276781714 |
231 | 0.000161398408008619 | 0.000322796816017238 | 0.99983860159199 |
232 | 0.000188658822636288 | 0.000377317645272576 | 0.999811341177364 |
233 | 0.000182564266050166 | 0.000365128532100331 | 0.99981743573395 |
234 | 0.00108472663023521 | 0.00216945326047043 | 0.998915273369765 |
235 | 0.000707314525561224 | 0.00141462905112245 | 0.999292685474439 |
236 | 0.0004418380344083 | 0.000883676068816601 | 0.999558161965592 |
237 | 0.023180842909735 | 0.0463616858194699 | 0.976819157090265 |
238 | 0.0164974412761279 | 0.0329948825522558 | 0.983502558723872 |
239 | 0.0296484638101149 | 0.0592969276202298 | 0.970351536189885 |
240 | 0.0249586716236255 | 0.049917343247251 | 0.975041328376374 |
241 | 0.0166798292945051 | 0.0333596585890102 | 0.983320170705495 |
242 | 0.0106868909079836 | 0.0213737818159672 | 0.989313109092016 |
243 | 0.00929278880831102 | 0.018585577616622 | 0.990707211191689 |
244 | 0.00559051912634688 | 0.0111810382526938 | 0.994409480873653 |
245 | 0.00472436552985745 | 0.0094487310597149 | 0.995275634470143 |
246 | 0.00269756229124725 | 0.00539512458249451 | 0.997302437708753 |
247 | 0.00170959732733842 | 0.00341919465467685 | 0.998290402672662 |
248 | 0.00146900376651991 | 0.00293800753303982 | 0.99853099623348 |
249 | 0.000770882431701927 | 0.00154176486340385 | 0.999229117568298 |
250 | 0.000411504985071713 | 0.000823009970143425 | 0.999588495014928 |
251 | 0.000295143886933016 | 0.000590287773866031 | 0.999704856113067 |
252 | 0.000336218719471425 | 0.00067243743894285 | 0.999663781280529 |
253 | 0.000236405900121241 | 0.000472811800242483 | 0.999763594099879 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 44 | 0.181069958847737 | NOK |
5% type I error level | 86 | 0.353909465020576 | NOK |
10% type I error level | 111 | 0.45679012345679 | NOK |