Multiple Linear Regression - Estimated Regression Equation |
Doorzettingsvermogen[t] = + 1.80788254675192 + 0.815531941461644month[t] + 0.14900725343015Zelfstandig[t] + 0.119922351559431Stressbestendig[t] -0.0184319183358612t + 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) | 1.80788254675192 | 4.471368 | 0.4043 | 0.686308 | 0.343154 |
month | 0.815531941461644 | 0.480408 | 1.6976 | 0.090788 | 0.045394 |
Zelfstandig | 0.14900725343015 | 0.036606 | 4.0706 | 6.2e-05 | 3.1e-05 |
Stressbestendig | 0.119922351559431 | 0.055807 | 2.1489 | 0.032572 | 0.016286 |
t | -0.0184319183358612 | 0.005001 | -3.6857 | 0.000278 | 0.000139 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.478873129634814 |
R-squared | 0.229319474286241 |
Adjusted R-squared | 0.217417072344716 |
F-TEST (value) | 19.2666552022738 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 259 |
p-value | 6.87228052242972e-14 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.17264456512217 |
Sum Squared Residuals | 1222.57956124592 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 16.4704266537486 | -3.4704266537486 |
2 | 16 | 16.0376406210696 | -0.0376406210695608 |
3 | 19 | 15.6267740021081 | 3.37322599789186 |
4 | 15 | 15.4302499284714 | -0.430249928471404 |
5 | 14 | 16.4875364300939 | -2.48753643009387 |
6 | 13 | 15.5168911874357 | -2.51689118743567 |
7 | 19 | 15.3167843697224 | 3.68321563027762 |
8 | 15 | 16.0433887185373 | -1.04338871853727 |
9 | 14 | 15.9958718983307 | -1.99587189833069 |
10 | 15 | 16.4244617402853 | -1.42446174028528 |
11 | 16 | 15.6028237510572 | 0.397176248942768 |
12 | 16 | 16.2712582961307 | -0.271258296130683 |
13 | 16 | 15.3225324671901 | 0.677467532809909 |
14 | 16 | 16.4706564185013 | -0.470656418501268 |
15 | 17 | 16.5430619498541 | 0.456938050145881 |
16 | 15 | 15.4489116115599 | -0.448911611559932 |
17 | 15 | 15.2814724397939 | -0.281472439793921 |
18 | 20 | 16.5168510967173 | 3.48314890328274 |
19 | 18 | 16.1386521237031 | 1.8613478762969 |
20 | 16 | 15.4660213879052 | 0.5339786120948 |
21 | 16 | 15.8364414261184 | 0.163558573881649 |
22 | 16 | 14.6805385400062 | 1.31946145999383 |
23 | 19 | 16.0649244503597 | 2.93507554964034 |
24 | 16 | 15.9556550823351 | 0.0443449176649187 |
25 | 17 | 15.4937841477853 | 1.50621585221468 |
26 | 17 | 14.515973416974 | 2.48402658302599 |
27 | 16 | 15.7840197198446 | 0.215980280155378 |
28 | 15 | 15.8237576052502 | -0.823757605250198 |
29 | 16 | 15.3292190247532 | 0.670780975246832 |
30 | 14 | 14.8310977001796 | -0.831097700179582 |
31 | 15 | 15.1142630327806 | -0.114263032780576 |
32 | 12 | 14.8850713131966 | -2.88507131319657 |
33 | 14 | 15.1973215476683 | -1.19732154766829 |
34 | 16 | 15.8330884467945 | 0.166911553205537 |
35 | 14 | 14.6516834028881 | -0.651683402888119 |
36 | 10 | 15.3201179479616 | -5.32011794796157 |
37 | 10 | 14.1642150618494 | -4.16421506184939 |
38 | 14 | 15.1633317597304 | -1.16333175973042 |
39 | 16 | 15.0867300376531 | 0.913269962346882 |
40 | 16 | 14.8866232199398 | 1.11337678006017 |
41 | 16 | 14.9590287512927 | 1.04097124870732 |
42 | 14 | 15.2095264379464 | -1.2095264379464 |
43 | 20 | 15.0420872661804 | 4.9579127338196 |
44 | 14 | 14.692973195037 | -0.692973195036956 |
45 | 14 | 14.2892720642286 | -0.289272064228637 |
46 | 11 | 14.8342015136661 | -3.8342015136661 |
47 | 14 | 15.8914880152886 | -1.89148801528857 |
48 | 15 | 15.128019829802 | -0.128019829801955 |
49 | 16 | 15.9454616283056 | 0.0545383716944426 |
50 | 14 | 14.5532967831511 | -0.55329678315107 |
51 | 16 | 15.7886754400744 | 0.211324559925596 |
52 | 14 | 14.3383407911785 | -0.338340791178478 |
53 | 12 | 14.4071635784548 | -2.40716357845477 |
54 | 16 | 15.2536902788291 | 0.746309721170905 |
55 | 9 | 14.3412148399123 | -5.34121483991233 |
56 | 14 | 15.1295717365452 | -1.12957173654522 |
57 | 16 | 15.0820549163386 | 0.917945083661365 |
58 | 16 | 14.9437006464433 | 1.05629935355666 |
59 | 15 | 14.8635161802895 | 0.136483819710511 |
60 | 16 | 14.5470697550933 | 1.45293024490667 |
61 | 12 | 13.1549049099388 | -1.15490490993884 |
62 | 16 | 14.630128269981 | 1.36987173001896 |
63 | 16 | 14.5208589019565 | 1.47914109804354 |
64 | 14 | 14.8621940382989 | -0.862194038298895 |
65 | 16 | 14.3676554578019 | 1.63234454219814 |
66 | 17 | 14.0767111903999 | 2.92328880960013 |
67 | 18 | 15.4407553253755 | 2.55924467462447 |
68 | 18 | 15.2442312517388 | 2.7557687482612 |
69 | 12 | 14.1536636575212 | -2.15366365752117 |
70 | 16 | 16.4320930884556 | -0.432093088455555 |
71 | 10 | 15.9666394098292 | -5.96663940982924 |
72 | 14 | 15.6792778865038 | -1.6792778865038 |
73 | 18 | 16.1987051781471 | 1.8012948218529 |
74 | 18 | 16.209358161682 | 1.79064183831804 |
75 | 16 | 16.4889407502064 | -0.488940750206399 |
76 | 17 | 14.1445625807296 | 2.85543741927043 |
77 | 16 | 14.4532300711247 | 1.54676992887527 |
78 | 16 | 16.0774606845971 | -0.077460684597077 |
79 | 13 | 14.6852958394426 | -1.68529583944259 |
80 | 16 | 14.9067086242256 | 1.09329137577441 |
81 | 16 | 14.0524029890503 | 1.94759701094973 |
82 | 16 | 15.6148810547046 | 0.385118945295381 |
83 | 15 | 15.7454563897989 | -0.745456389798908 |
84 | 15 | 15.2509178093019 | -0.250917809301878 |
85 | 16 | 15.2615707928367 | 0.738429207163265 |
86 | 14 | 14.676194762651 | -0.676194762650992 |
87 | 16 | 15.9697432233158 | 0.0302567766842358 |
88 | 16 | 15.0863526862697 | 0.91364731373028 |
89 | 15 | 14.6499839095141 | 0.350016090485872 |
90 | 12 | 14.0610251352518 | -2.06102513525183 |
91 | 17 | 15.6888384928007 | 1.31116150719927 |
92 | 16 | 14.5946881545065 | 1.40531184549346 |
93 | 15 | 16.1571662201609 | -1.1571662201609 |
94 | 13 | 14.0817176556737 | -1.08171765567365 |
95 | 16 | 14.2413778926387 | 1.75862210736134 |
96 | 16 | 15.476756549562 | 0.523243450438006 |
97 | 16 | 14.8296279715583 | 1.17037202844174 |
98 | 16 | 14.4550117426207 | 1.54498825737934 |
99 | 14 | 15.2433686392535 | -1.24336863925354 |
100 | 16 | 15.2831065246591 | 0.716893475340882 |
101 | 16 | 15.5045193094421 | 0.495480690557881 |
102 | 20 | 14.737468379879 | 5.26253162012105 |
103 | 15 | 15.4967403746411 | -0.496740374641116 |
104 | 16 | 13.5376314176367 | 2.46236858236325 |
105 | 13 | 15.6379686932703 | -2.63796869327026 |
106 | 17 | 13.8569518915668 | 3.14304810843324 |
107 | 16 | 15.1249981944374 | 0.87500180556263 |
108 | 16 | 15.5826729382627 | 0.417327061737321 |
109 | 12 | 14.3686002484091 | -2.36860024840906 |
110 | 16 | 15.3932191040843 | 0.606780895915749 |
111 | 16 | 14.7823409161043 | 1.21765908389566 |
112 | 17 | 14.1352123381006 | 2.86478766189939 |
113 | 13 | 15.5486831503248 | -2.54868315032481 |
114 | 12 | 14.4581155561072 | -2.45811555610718 |
115 | 18 | 15.0683802974392 | 2.93161970256081 |
116 | 14 | 14.5120891691242 | -0.512089169124169 |
117 | 14 | 15.4458705751106 | -1.44587057511065 |
118 | 13 | 15.4274386567748 | -2.42743865677479 |
119 | 16 | 14.6639704712882 | 1.33602952871183 |
120 | 13 | 14.7945458063825 | -1.79454580638246 |
121 | 16 | 14.6852764383579 | 1.31472356164211 |
122 | 13 | 13.4166166888394 | -0.416616688839388 |
123 | 16 | 15.3061941632248 | 0.693805836775239 |
124 | 15 | 15.1387549914588 | -0.138754991458749 |
125 | 16 | 14.0772722991118 | 1.92272770088816 |
126 | 15 | 14.1170101845174 | 0.882989815482586 |
127 | 17 | 14.4292604189891 | 2.57073958101087 |
128 | 15 | 15.4538792746643 | -0.453879274664317 |
129 | 12 | 15.2282702991569 | -3.22827029915687 |
130 | 16 | 14.2831272142928 | 1.71687278570717 |
131 | 10 | 14.0248505928381 | -4.02485059283811 |
132 | 16 | 13.3777220148344 | 2.62227798516563 |
133 | 12 | 14.8238604730058 | -2.82386047300585 |
134 | 14 | 13.7623777806589 | 0.237622219341064 |
135 | 15 | 14.9360038897643 | 0.0639961102357237 |
136 | 13 | 13.6964290421165 | -0.696429042116494 |
137 | 15 | 12.0353345919724 | 2.96466540802757 |
138 | 11 | 14.3137640229068 | -3.31376402290681 |
139 | 12 | 13.9355650498927 | -1.93556504989266 |
140 | 11 | 14.2478152843644 | -3.24781528436437 |
141 | 16 | 14.1385459163398 | 1.8614540836602 |
142 | 15 | 14.2109514476926 | 0.789048552307353 |
143 | 17 | 14.7594636412067 | 2.24053635879333 |
144 | 16 | 14.2031725128916 | 1.79682748710836 |
145 | 10 | 12.5165759049534 | -2.51657590495341 |
146 | 18 | 13.8101243656182 | 4.18987563438182 |
147 | 13 | 13.1956634335617 | -0.195663433561721 |
148 | 16 | 13.9186850383001 | 2.08131496169994 |
149 | 13 | 13.2751392043729 | -0.275139204372874 |
150 | 10 | 13.0459474847889 | -3.04594748478887 |
151 | 15 | 14.9100228013801 | 0.0899771986199214 |
152 | 16 | 14.2338093215056 | 1.76619067849438 |
153 | 16 | 14.7241517112782 | 1.27584828872179 |
154 | 14 | 14.3750376401348 | -0.37503764013477 |
155 | 10 | 13.2844700459171 | -3.28447004591714 |
156 | 17 | 13.4150453810114 | 3.58495461898857 |
157 | 13 | 14.2615720813857 | -1.26157208138575 |
158 | 15 | 14.6937446674169 | 0.306255332583107 |
159 | 16 | 13.3597496260038 | 2.64025037399616 |
160 | 12 | 14.1154388766895 | -2.11543887668945 |
161 | 13 | 13.9189148030527 | -0.918914803052722 |
162 | 13 | 12.8661752371987 | 0.13382476280129 |
163 | 12 | 13.3274327251006 | -1.32743272510057 |
164 | 17 | 14.5918962838946 | 2.40810371610537 |
165 | 15 | 14.7479737767831 | 0.252026223216921 |
166 | 10 | 13.5083989291353 | -3.5083989291353 |
167 | 14 | 14.2967558257682 | -0.29675582576818 |
168 | 11 | 12.8464211768723 | -1.84642117687225 |
169 | 13 | 14.4053164984501 | -1.40531649845005 |
170 | 16 | 14.237877326684 | 1.76212267331596 |
171 | 12 | 13.5652465908861 | -1.56524659088614 |
172 | 16 | 15.0404699509283 | 0.959530049071663 |
173 | 12 | 13.8845670648162 | -1.88456706481616 |
174 | 9 | 12.8557520184165 | -3.85575201841652 |
175 | 12 | 13.6441089150494 | -1.6441089150494 |
176 | 15 | 14.3089607160463 | 0.691039283953701 |
177 | 12 | 13.5128248846124 | -1.51282488461241 |
178 | 12 | 13.4071382606644 | -1.40713826066439 |
179 | 14 | 14.0174030019964 | -0.0174030019964077 |
180 | 12 | 14.2934028464443 | -2.29340284644429 |
181 | 16 | 14.4857307293566 | 1.51426927064343 |
182 | 11 | 13.4533329388804 | -2.45333293888038 |
183 | 19 | 14.5687892442443 | 4.43121075575572 |
184 | 15 | 13.8344059606284 | 1.16559403937161 |
185 | 8 | 13.4597897316908 | -5.45978973169079 |
186 | 16 | 14.2736487861178 | 1.72635121388216 |
187 | 17 | 14.0771247124811 | 2.92287528751889 |
188 | 12 | 13.7315933854142 | -1.73159338541423 |
189 | 11 | 13.0262950036691 | -2.02629500366905 |
190 | 11 | 13.9600764096555 | -2.96007640965553 |
191 | 14 | 13.9416444913197 | 0.0583555086803317 |
192 | 16 | 14.8790086413827 | 1.1209913586173 |
193 | 12 | 13.9374483005952 | -1.93744830059522 |
194 | 16 | 14.0353559897422 | 1.96464401025776 |
195 | 13 | 13.7515772104933 | -0.751577210493348 |
196 | 15 | 14.2674217580601 | 0.732578241939906 |
197 | 16 | 13.445783768832 | 2.55421623116796 |
198 | 16 | 14.3213953710771 | 1.67860462892292 |
199 | 14 | 12.987400329664 | 1.01259967033597 |
200 | 16 | 13.4195729156952 | 2.58042708430482 |
201 | 16 | 12.6234370842613 | 3.37656291573871 |
202 | 14 | 13.324539275282 | 0.675460724717981 |
203 | 11 | 13.6949593134952 | -2.69495931349517 |
204 | 12 | 13.3458452423517 | -1.34584524235173 |
205 | 15 | 13.865272533995 | 1.13472746600496 |
206 | 15 | 14.1448551225195 | 0.855144877480525 |
207 | 16 | 14.1555081060543 | 1.84449189394567 |
208 | 16 | 14.2279136374072 | 1.77208636259282 |
209 | 11 | 13.4026929041026 | -2.40269290410258 |
210 | 15 | 13.744028040445 | 1.25597195955499 |
211 | 12 | 12.8861396611931 | -0.886139661193131 |
212 | 12 | 15.3462439915049 | -3.34624399150494 |
213 | 15 | 13.9831640482212 | 1.01683595177883 |
214 | 15 | 12.8017590043148 | 2.19824099568517 |
215 | 16 | 13.3502711978288 | 2.64972880217115 |
216 | 14 | 12.3214561514292 | 1.67854384857079 |
217 | 17 | 14.0329414705137 | 2.96705852948629 |
218 | 14 | 13.5057352440694 | 0.494264755930591 |
219 | 13 | 12.9167764698071 | 0.0832235301928893 |
220 | 15 | 14.3338300261079 | 0.666169973892131 |
221 | 13 | 12.9416651809534 | 0.0583348190466184 |
222 | 14 | 13.9698667807051 | 0.0301332192948726 |
223 | 15 | 12.6358717392921 | 2.36412826070792 |
224 | 12 | 13.2170515787534 | -1.21705157875337 |
225 | 13 | 13.0751145647815 | -0.075114564781525 |
226 | 8 | 13.8961391073617 | -5.89613910736168 |
227 | 14 | 13.6414452299835 | 0.358554770016486 |
228 | 14 | 13.0815713575919 | 0.918428642408065 |
229 | 11 | 12.4344427795882 | -1.4344427795882 |
230 | 12 | 13.0737924227909 | -1.07379242279093 |
231 | 13 | 12.6700912919826 | 0.329908708017387 |
232 | 10 | 13.2441056432908 | -3.2441056432908 |
233 | 16 | 13.3491788205909 | 2.65082117940908 |
234 | 18 | 12.941894945706 | 5.05810505429395 |
235 | 13 | 13.1342228286183 | -0.134222828618331 |
236 | 11 | 12.3671718990552 | -1.36717189905516 |
237 | 4 | 12.3196550788486 | -8.31965507884858 |
238 | 13 | 11.9741237517817 | 1.0258762482183 |
239 | 16 | 12.1919537924881 | 3.80804620751185 |
240 | 10 | 12.1444369722816 | -2.14443697228157 |
241 | 12 | 12.5439419123654 | -0.543941912365439 |
242 | 12 | 12.4928423480823 | -0.492842348082303 |
243 | 10 | 11.9110490619731 | -1.91104906197312 |
244 | 13 | 12.637653410788 | 0.362346589211995 |
245 | 15 | 12.6809740402701 | 2.31902595972986 |
246 | 12 | 12.7788817294172 | -0.778881729417152 |
247 | 14 | 13.0002945142002 | 0.999705485799846 |
248 | 10 | 12.6547631871333 | -2.65476318713327 |
249 | 12 | 10.517562074828 | 1.48243792517197 |
250 | 12 | 10.5899676061809 | 1.41003239381911 |
251 | 11 | 13.0174042905454 | -2.01740429054542 |
252 | 10 | 12.4611131622304 | -2.4611131622304 |
253 | 12 | 12.7406957507548 | -0.740695750754836 |
254 | 16 | 12.4242493255587 | 3.57575067444133 |
255 | 12 | 12.4349023090935 | -0.434902309093532 |
256 | 14 | 12.4164703907577 | 1.58352960924233 |
257 | 16 | 12.6343004314641 | 3.36569956853588 |
258 | 14 | 11.8708322459775 | 2.12916775402249 |
259 | 13 | 12.8699489438585 | 0.130051056141469 |
260 | 4 | 11.6558762540049 | -7.65587625400491 |
261 | 15 | 12.1171337419068 | 2.88286625809322 |
262 | 11 | 13.4106822025716 | -2.41068220257155 |
263 | 11 | 12.1348569648999 | -1.13485696489994 |
264 | 14 | 12.3598524937595 | 1.64014750624051 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.82909295029887 | 0.34181409940226 | 0.17090704970113 |
9 | 0.725793348031422 | 0.548413303937155 | 0.274206651968578 |
10 | 0.633324730146804 | 0.733350539706392 | 0.366675269853196 |
11 | 0.519073330837735 | 0.96185333832453 | 0.480926669162265 |
12 | 0.498927320210495 | 0.99785464042099 | 0.501072679789505 |
13 | 0.449987912108717 | 0.899975824217434 | 0.550012087891283 |
14 | 0.382135817328412 | 0.764271634656824 | 0.617864182671588 |
15 | 0.360903621177819 | 0.721807242355638 | 0.639096378822181 |
16 | 0.337075688940894 | 0.674151377881788 | 0.662924311059106 |
17 | 0.293292809660005 | 0.58658561932001 | 0.706707190339995 |
18 | 0.494591643811189 | 0.989183287622378 | 0.505408356188811 |
19 | 0.428555380466227 | 0.857110760932453 | 0.571444619533773 |
20 | 0.362679386102842 | 0.725358772205684 | 0.637320613897158 |
21 | 0.297666234381107 | 0.595332468762213 | 0.702333765618893 |
22 | 0.249540021651193 | 0.499080043302387 | 0.750459978348807 |
23 | 0.227095978630587 | 0.454191957261174 | 0.772904021369413 |
24 | 0.211963890838883 | 0.423927781677765 | 0.788036109161117 |
25 | 0.166037081711357 | 0.332074163422713 | 0.833962918288643 |
26 | 0.13037359652 | 0.260747193040001 | 0.86962640348 |
27 | 0.107685304695136 | 0.215370609390273 | 0.892314695304864 |
28 | 0.113704243780665 | 0.22740848756133 | 0.886295756219335 |
29 | 0.08883073289617 | 0.17766146579234 | 0.91116926710383 |
30 | 0.107585550514434 | 0.215171101028868 | 0.892414449485566 |
31 | 0.0883164713249593 | 0.176632942649919 | 0.91168352867504 |
32 | 0.168731780256304 | 0.337463560512608 | 0.831268219743696 |
33 | 0.148154934337565 | 0.296309868675129 | 0.851845065662435 |
34 | 0.116675535270007 | 0.233351070540013 | 0.883324464729993 |
35 | 0.0962107964149597 | 0.192421592829919 | 0.90378920358504 |
36 | 0.280381819691764 | 0.560763639383528 | 0.719618180308236 |
37 | 0.423646004938185 | 0.84729200987637 | 0.576353995061815 |
38 | 0.374927819658225 | 0.749855639316449 | 0.625072180341775 |
39 | 0.359532854551726 | 0.719065709103452 | 0.640467145448274 |
40 | 0.335433886159167 | 0.670867772318334 | 0.664566113840833 |
41 | 0.310553949559495 | 0.62110789911899 | 0.689446050440505 |
42 | 0.272857885416462 | 0.545715770832924 | 0.727142114583538 |
43 | 0.500157488494983 | 0.999685023010033 | 0.499842511505017 |
44 | 0.456337143189111 | 0.912674286378222 | 0.543662856810889 |
45 | 0.40785097678664 | 0.81570195357328 | 0.59214902321336 |
46 | 0.499236296826872 | 0.998472593653745 | 0.500763703173128 |
47 | 0.474260724249037 | 0.948521448498073 | 0.525739275750963 |
48 | 0.428128534893484 | 0.856257069786967 | 0.571871465106516 |
49 | 0.384542546126886 | 0.769085092253772 | 0.615457453873114 |
50 | 0.341063691382447 | 0.682127382764893 | 0.658936308617553 |
51 | 0.302303240799947 | 0.604606481599893 | 0.697696759200053 |
52 | 0.263249908675945 | 0.52649981735189 | 0.736750091324055 |
53 | 0.257386243310743 | 0.514772486621487 | 0.742613756689257 |
54 | 0.233831733510024 | 0.467663467020047 | 0.766168266489976 |
55 | 0.393034136037344 | 0.786068272074688 | 0.606965863962656 |
56 | 0.356186606063616 | 0.712373212127233 | 0.643813393936384 |
57 | 0.333948899308185 | 0.66789779861637 | 0.666051100691815 |
58 | 0.314762972216391 | 0.629525944432782 | 0.685237027783609 |
59 | 0.282027021181351 | 0.564054042362701 | 0.71797297881865 |
60 | 0.276102466381508 | 0.552204932763017 | 0.723897533618492 |
61 | 0.246489145222879 | 0.492978290445759 | 0.75351085477712 |
62 | 0.234384693115221 | 0.468769386230442 | 0.765615306884779 |
63 | 0.224105551532004 | 0.448211103064008 | 0.775894448467996 |
64 | 0.198105869271412 | 0.396211738542825 | 0.801894130728588 |
65 | 0.189468445854296 | 0.378936891708591 | 0.810531554145704 |
66 | 0.221359858573468 | 0.442719717146936 | 0.778640141426532 |
67 | 0.199303282816896 | 0.398606565633792 | 0.800696717183104 |
68 | 0.180799594362499 | 0.361599188724998 | 0.8192004056375 |
69 | 0.220139545413049 | 0.440279090826098 | 0.779860454586951 |
70 | 0.206271782214742 | 0.412543564429485 | 0.793728217785258 |
71 | 0.449500417656975 | 0.89900083531395 | 0.550499582343025 |
72 | 0.42251551090566 | 0.84503102181132 | 0.57748448909434 |
73 | 0.424467354089385 | 0.84893470817877 | 0.575532645910615 |
74 | 0.41401386621476 | 0.82802773242952 | 0.58598613378524 |
75 | 0.378047454917881 | 0.756094909835761 | 0.621952545082119 |
76 | 0.416902661052105 | 0.83380532210421 | 0.583097338947895 |
77 | 0.394259242261113 | 0.788518484522226 | 0.605740757738887 |
78 | 0.357027070361589 | 0.714054140723177 | 0.642972929638411 |
79 | 0.345586249943126 | 0.691172499886252 | 0.654413750056874 |
80 | 0.317950689378994 | 0.635901378757989 | 0.682049310621006 |
81 | 0.306152906510422 | 0.612305813020844 | 0.693847093489578 |
82 | 0.272980361640541 | 0.545960723281082 | 0.727019638359459 |
83 | 0.247049999145752 | 0.494099998291505 | 0.752950000854248 |
84 | 0.218330589167834 | 0.436661178335669 | 0.781669410832166 |
85 | 0.19269717532896 | 0.38539435065792 | 0.80730282467104 |
86 | 0.171230784372905 | 0.342461568745809 | 0.828769215627095 |
87 | 0.147842770938106 | 0.295685541876213 | 0.852157229061894 |
88 | 0.129131971550176 | 0.258263943100351 | 0.870868028449824 |
89 | 0.110069616058219 | 0.220139232116437 | 0.889930383941781 |
90 | 0.112357634353485 | 0.22471526870697 | 0.887642365646515 |
91 | 0.0999524460093977 | 0.199904892018795 | 0.900047553990602 |
92 | 0.0891184542264743 | 0.178236908452949 | 0.910881545773526 |
93 | 0.079756096377807 | 0.159512192755614 | 0.920243903622193 |
94 | 0.0711041910148586 | 0.142208382029717 | 0.928895808985141 |
95 | 0.0654454697544613 | 0.130890939508923 | 0.934554530245539 |
96 | 0.0545364199021272 | 0.109072839804254 | 0.945463580097873 |
97 | 0.0468527805455949 | 0.0937055610911898 | 0.953147219454405 |
98 | 0.0413862108304872 | 0.0827724216609745 | 0.958613789169513 |
99 | 0.0371624968636533 | 0.0743249937273066 | 0.962837503136347 |
100 | 0.0305874461757048 | 0.0611748923514095 | 0.969412553824295 |
101 | 0.0247848628845145 | 0.0495697257690291 | 0.975215137115485 |
102 | 0.0613247077100137 | 0.122649415420027 | 0.938675292289986 |
103 | 0.0521656897065205 | 0.104331379413041 | 0.94783431029348 |
104 | 0.0520027143685362 | 0.104005428737072 | 0.947997285631464 |
105 | 0.0598892901205834 | 0.119778580241167 | 0.940110709879417 |
106 | 0.0680309400931659 | 0.136061880186332 | 0.931969059906834 |
107 | 0.0578309662355945 | 0.115661932471189 | 0.942169033764406 |
108 | 0.04811191108695 | 0.0962238221739 | 0.95188808891305 |
109 | 0.0536980339135123 | 0.107396067827025 | 0.946301966086488 |
110 | 0.0448946489112058 | 0.0897892978224116 | 0.955105351088794 |
111 | 0.038555214391338 | 0.0771104287826759 | 0.961444785608662 |
112 | 0.0422081350740982 | 0.0844162701481964 | 0.957791864925902 |
113 | 0.0469019399670057 | 0.0938038799340114 | 0.953098060032994 |
114 | 0.0524073766248766 | 0.104814753249753 | 0.947592623375123 |
115 | 0.0588615300171536 | 0.117723060034307 | 0.941138469982846 |
116 | 0.0503782062860304 | 0.100756412572061 | 0.94962179371397 |
117 | 0.0457647618964792 | 0.0915295237929583 | 0.954235238103521 |
118 | 0.0483444652561717 | 0.0966889305123433 | 0.951655534743828 |
119 | 0.0423993519157934 | 0.0847987038315867 | 0.957600648084207 |
120 | 0.040670419568863 | 0.0813408391377259 | 0.959329580431137 |
121 | 0.0356403621886794 | 0.0712807243773587 | 0.96435963781132 |
122 | 0.0301418564128371 | 0.0602837128256742 | 0.969858143587163 |
123 | 0.0250238674825498 | 0.0500477349650995 | 0.97497613251745 |
124 | 0.0202490566967772 | 0.0404981133935544 | 0.979750943303223 |
125 | 0.0187039328131919 | 0.0374078656263837 | 0.981296067186808 |
126 | 0.0153655438553762 | 0.0307310877107525 | 0.984634456144624 |
127 | 0.0161014197441506 | 0.0322028394883011 | 0.98389858025585 |
128 | 0.0129932207996973 | 0.0259864415993946 | 0.987006779200303 |
129 | 0.0177744379176185 | 0.0355488758352369 | 0.982225562082382 |
130 | 0.015986790778182 | 0.0319735815563639 | 0.984013209221818 |
131 | 0.0289920289409112 | 0.0579840578818225 | 0.971007971059089 |
132 | 0.0308131791483006 | 0.0616263582966013 | 0.9691868208517 |
133 | 0.0358098708264658 | 0.0716197416529317 | 0.964190129173534 |
134 | 0.029395937318916 | 0.0587918746378319 | 0.970604062681084 |
135 | 0.0239834028050418 | 0.0479668056100835 | 0.976016597194958 |
136 | 0.0201132666637877 | 0.0402265333275753 | 0.979886733336212 |
137 | 0.0235151946016839 | 0.0470303892033677 | 0.976484805398316 |
138 | 0.0315035975918835 | 0.0630071951837671 | 0.968496402408116 |
139 | 0.0305084954557837 | 0.0610169909115673 | 0.969491504544216 |
140 | 0.0398843916277929 | 0.0797687832555859 | 0.960115608372207 |
141 | 0.0377090032568984 | 0.0754180065137968 | 0.962290996743102 |
142 | 0.0317165827888799 | 0.0634331655777597 | 0.96828341721112 |
143 | 0.0321245618592344 | 0.0642491237184688 | 0.967875438140766 |
144 | 0.0298175341772771 | 0.0596350683545541 | 0.970182465822723 |
145 | 0.0335051087725584 | 0.0670102175451168 | 0.966494891227442 |
146 | 0.0545313280882924 | 0.109062656176585 | 0.945468671911708 |
147 | 0.0457356146805653 | 0.0914712293611305 | 0.954264385319435 |
148 | 0.0450528561959695 | 0.090105712391939 | 0.95494714380403 |
149 | 0.0375945604810488 | 0.0751891209620976 | 0.962405439518951 |
150 | 0.0449230074296906 | 0.0898460148593812 | 0.95507699257031 |
151 | 0.0372904343301545 | 0.074580868660309 | 0.962709565669845 |
152 | 0.0347814145360691 | 0.0695628290721382 | 0.96521858546393 |
153 | 0.0305489882812954 | 0.0610979765625908 | 0.969451011718705 |
154 | 0.0249733061731281 | 0.0499466123462563 | 0.975026693826872 |
155 | 0.032529513948688 | 0.065059027897376 | 0.967470486051312 |
156 | 0.0451004954584782 | 0.0902009909169564 | 0.954899504541522 |
157 | 0.0393369445255046 | 0.0786738890510092 | 0.960663055474495 |
158 | 0.0324260494859801 | 0.0648520989719602 | 0.96757395051402 |
159 | 0.0395681503094176 | 0.0791363006188351 | 0.960431849690582 |
160 | 0.0359147621430256 | 0.0718295242860513 | 0.964085237856974 |
161 | 0.0298035289431642 | 0.0596070578863283 | 0.970196471056836 |
162 | 0.0252601582827645 | 0.050520316565529 | 0.974739841717235 |
163 | 0.0226138443493035 | 0.045227688698607 | 0.977386155650697 |
164 | 0.0232912480766078 | 0.0465824961532155 | 0.976708751923392 |
165 | 0.0187689713584763 | 0.0375379427169526 | 0.981231028641524 |
166 | 0.0259889216573295 | 0.0519778433146589 | 0.97401107834267 |
167 | 0.0211005037246297 | 0.0422010074492595 | 0.97889949627537 |
168 | 0.0195061606605461 | 0.0390123213210923 | 0.980493839339454 |
169 | 0.0170878104827795 | 0.034175620965559 | 0.98291218951722 |
170 | 0.0156741606876538 | 0.0313483213753076 | 0.984325839312346 |
171 | 0.0137902678073494 | 0.0275805356146987 | 0.98620973219265 |
172 | 0.0113072642386954 | 0.0226145284773909 | 0.988692735761305 |
173 | 0.0104901736339888 | 0.0209803472679776 | 0.98950982636601 |
174 | 0.0161024910075145 | 0.032204982015029 | 0.983897508992486 |
175 | 0.0144116215565221 | 0.0288232431130443 | 0.985588378443478 |
176 | 0.0115833322869133 | 0.0231666645738267 | 0.988416667713087 |
177 | 0.0102256683881348 | 0.0204513367762696 | 0.989774331611865 |
178 | 0.00889256085792006 | 0.0177851217158401 | 0.99110743914208 |
179 | 0.00689240253572865 | 0.0137848050714573 | 0.993107597464271 |
180 | 0.0072750224286476 | 0.0145500448572952 | 0.992724977571352 |
181 | 0.00619421326821326 | 0.0123884265364265 | 0.993805786731787 |
182 | 0.00682679125386256 | 0.0136535825077251 | 0.993173208746137 |
183 | 0.013329233143743 | 0.026658466287486 | 0.986670766856257 |
184 | 0.0109927334102271 | 0.0219854668204542 | 0.989007266589773 |
185 | 0.0373797167681458 | 0.0747594335362916 | 0.962620283231854 |
186 | 0.0334014217106345 | 0.0668028434212689 | 0.966598578289366 |
187 | 0.0368974194471207 | 0.0737948388942414 | 0.96310258055288 |
188 | 0.0353306370389003 | 0.0706612740778007 | 0.9646693629611 |
189 | 0.0376194856750342 | 0.0752389713500684 | 0.962380514324966 |
190 | 0.0479637305009323 | 0.0959274610018646 | 0.952036269499068 |
191 | 0.0394845153841264 | 0.0789690307682528 | 0.960515484615874 |
192 | 0.0330965844506508 | 0.0661931689013015 | 0.96690341554935 |
193 | 0.034376828891194 | 0.068753657782388 | 0.965623171108806 |
194 | 0.0309114811903551 | 0.0618229623807103 | 0.969088518809645 |
195 | 0.0268782181612733 | 0.0537564363225466 | 0.973121781838727 |
196 | 0.0215033741134528 | 0.0430067482269057 | 0.978496625886547 |
197 | 0.0205496015581862 | 0.0410992031163723 | 0.979450398441814 |
198 | 0.0177417874882569 | 0.0354835749765137 | 0.982258212511743 |
199 | 0.0140735678764607 | 0.0281471357529214 | 0.98592643212354 |
200 | 0.0137617649990183 | 0.0275235299980367 | 0.986238235000982 |
201 | 0.0164397989516915 | 0.032879597903383 | 0.983560201048309 |
202 | 0.0127859858070296 | 0.0255719716140593 | 0.98721401419297 |
203 | 0.0158609674018217 | 0.0317219348036434 | 0.984139032598178 |
204 | 0.0142813226969069 | 0.0285626453938137 | 0.985718677303093 |
205 | 0.0112707000615005 | 0.0225414001230011 | 0.9887292999385 |
206 | 0.00870161726534485 | 0.0174032345306897 | 0.991298382734655 |
207 | 0.0076732484461276 | 0.0153464968922552 | 0.992326751553872 |
208 | 0.00665943540036828 | 0.0133188708007366 | 0.993340564599632 |
209 | 0.00727697179507557 | 0.0145539435901511 | 0.992723028204924 |
210 | 0.00566604987148207 | 0.0113320997429641 | 0.994333950128518 |
211 | 0.0044861954109579 | 0.00897239082191581 | 0.995513804589042 |
212 | 0.00580369188481743 | 0.0116073837696349 | 0.994196308115183 |
213 | 0.00443726182816019 | 0.00887452365632037 | 0.99556273817184 |
214 | 0.00397922651951039 | 0.00795845303902077 | 0.99602077348049 |
215 | 0.00429419045693912 | 0.00858838091387824 | 0.99570580954306 |
216 | 0.00336656371362555 | 0.0067331274272511 | 0.996633436286374 |
217 | 0.00407898439231149 | 0.00815796878462297 | 0.995921015607689 |
218 | 0.00299226291356525 | 0.00598452582713049 | 0.997007737086435 |
219 | 0.00214455895816618 | 0.00428911791633235 | 0.997855441041834 |
220 | 0.00164812739246971 | 0.00329625478493942 | 0.99835187260753 |
221 | 0.00114888608790125 | 0.00229777217580249 | 0.998851113912099 |
222 | 0.00079943523827279 | 0.00159887047654558 | 0.999200564761727 |
223 | 0.000937261648304412 | 0.00187452329660882 | 0.999062738351696 |
224 | 0.000658030518481236 | 0.00131606103696247 | 0.999341969481519 |
225 | 0.000468812537862254 | 0.000937625075724508 | 0.999531187462138 |
226 | 0.00264948037432863 | 0.00529896074865725 | 0.997350519625671 |
227 | 0.00181817631259484 | 0.00363635262518967 | 0.998181823687405 |
228 | 0.00134760855342533 | 0.00269521710685067 | 0.998652391446575 |
229 | 0.000934123811785665 | 0.00186824762357133 | 0.999065876188214 |
230 | 0.000626175221416482 | 0.00125235044283296 | 0.999373824778583 |
231 | 0.000399371947554089 | 0.000798743895108177 | 0.999600628052446 |
232 | 0.000451201978310676 | 0.000902403956621353 | 0.99954879802169 |
233 | 0.000460223480245097 | 0.000920446960490194 | 0.999539776519755 |
234 | 0.00267819155651566 | 0.00535638311303132 | 0.997321808443484 |
235 | 0.00183572666331651 | 0.00367145332663302 | 0.998164273336683 |
236 | 0.00121511736748613 | 0.00243023473497227 | 0.998784882632514 |
237 | 0.0513040824775471 | 0.102608164955094 | 0.948695917522453 |
238 | 0.0382727530673985 | 0.076545506134797 | 0.961727246932601 |
239 | 0.0655073666746766 | 0.131014733349353 | 0.934492633325323 |
240 | 0.0582908701771756 | 0.116581740354351 | 0.941709129822824 |
241 | 0.0421592745496407 | 0.0843185490992813 | 0.95784072545036 |
242 | 0.0294246763347633 | 0.0588493526695267 | 0.970575323665237 |
243 | 0.02738708097092 | 0.0547741619418401 | 0.97261291902908 |
244 | 0.0182615315752469 | 0.0365230631504937 | 0.981738468424753 |
245 | 0.0165811214577877 | 0.0331622429155754 | 0.983418878542212 |
246 | 0.0106544002410542 | 0.0213088004821084 | 0.989345599758946 |
247 | 0.00763954688233927 | 0.0152790937646785 | 0.99236045311766 |
248 | 0.00722589860978108 | 0.0144517972195622 | 0.992774101390219 |
249 | 0.00430287998453652 | 0.00860575996907305 | 0.995697120015464 |
250 | 0.00269172290617684 | 0.00538344581235368 | 0.997308277093823 |
251 | 0.0022891577899525 | 0.00457831557990501 | 0.997710842210047 |
252 | 0.00309433099146716 | 0.00618866198293431 | 0.996905669008533 |
253 | 0.00288988847217096 | 0.00577977694434192 | 0.997110111527829 |
254 | 0.00191484425115493 | 0.00382968850230986 | 0.998085155748845 |
255 | 0.00105942577652089 | 0.00211885155304177 | 0.99894057422348 |
256 | 0.000375165147858687 | 0.000750330295717374 | 0.99962483485214 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 33 | 0.132530120481928 | NOK |
5% type I error level | 87 | 0.349397590361446 | NOK |
10% type I error level | 146 | 0.586345381526104 | NOK |