Multiple Linear Regression - Estimated Regression Equation |
Doorzettingsvermogen[t] = + 15.5209862838333 -0.832153398799417month[t] + 0.157157668320555Zelfstandig[t] + 0.14049895036519Stressbestendig[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) | 15.5209862838333 | 2.539174 | 6.1126 | 0 | 0 |
month | -0.832153398799417 | 0.18009 | -4.6208 | 6e-06 | 3e-06 |
Zelfstandig | 0.157157668320555 | 0.037413 | 4.2006 | 3.7e-05 | 1.8e-05 |
Stressbestendig | 0.14049895036519 | 0.056855 | 2.4712 | 0.014109 | 0.007054 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.434624837311673 |
R-squared | 0.188898749208199 |
Adjusted R-squared | 0.179539888622139 |
F-TEST (value) | 20.1839473375186 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 260 |
p-value | 8.61988258549218e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.22460154570965 |
Sum Squared Residuals | 1286.70152966518 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 15.9705823959323 | -2.97058239593227 |
2 | 16 | 15.5896321874697 | 0.410367812530263 |
3 | 19 | 15.0776125398751 | 3.92238746012493 |
4 | 15 | 14.9037961535992 | 0.0962038464008496 |
5 | 14 | 16.0944226283421 | -2.09442262834213 |
6 | 13 | 15.1181591825081 | -2.11815918250807 |
7 | 19 | 14.8704787176884 | 4.12952128231158 |
8 | 15 | 15.6562670592912 | -0.656267059291195 |
9 | 14 | 15.6396083413358 | -1.63960834133583 |
10 | 15 | 16.1110813462975 | -1.11108134629749 |
11 | 16 | 15.291975568784 | 0.708024431216009 |
12 | 16 | 16.044446474476 | -0.0444464744760357 |
13 | 16 | 14.9371135895099 | 1.06288641049012 |
14 | 16 | 16.2515802966627 | -0.251580296662684 |
15 | 17 | 16.3754205290725 | 0.62457947092749 |
16 | 15 | 15.1847940543295 | -0.18479405432953 |
17 | 15 | 15.027636386009 | -0.0276363860089756 |
18 | 20 | 16.3920792470279 | 3.60792075297213 |
19 | 18 | 15.9705823959323 | 2.0294176040677 |
20 | 16 | 15.3086342867394 | 0.691365713260644 |
21 | 16 | 15.7467898557903 | 0.253210144209709 |
22 | 16 | 14.4489818665929 | 1.55101813340715 |
23 | 19 | 15.9705823959323 | 3.0294176040677 |
24 | 16 | 15.8467421635225 | 0.153257836477521 |
25 | 17 | 15.4491332371045 | 1.55086676289545 |
26 | 17 | 14.325141634183 | 2.67485836581697 |
27 | 16 | 15.780107291701 | 0.21989270829898 |
28 | 15 | 15.8134247276117 | -0.813424727611749 |
29 | 16 | 15.3252930046947 | 0.67470699530528 |
30 | 14 | 14.763297203234 | -0.76329720323396 |
31 | 15 | 15.1514766184188 | -0.151476618418801 |
32 | 12 | 14.8871374356438 | -2.88713743564379 |
33 | 14 | 15.291975568784 | -1.29197556878399 |
34 | 16 | 15.9539236779769 | 0.0460763220230606 |
35 | 14 | 14.7133210493679 | -0.713321049367866 |
36 | 10 | 15.4657919550599 | -5.46579195505991 |
37 | 10 | 14.1679839658625 | -4.16798396586247 |
38 | 14 | 15.3252930046947 | -1.32529300469472 |
39 | 16 | 15.291975568784 | 0.708024431216009 |
40 | 16 | 15.0442951039643 | 0.95570489603566 |
41 | 16 | 15.1681353363742 | 0.831864663625834 |
42 | 14 | 15.4657919550599 | -1.46579195505991 |
43 | 20 | 15.3086342867394 | 4.69136571326064 |
44 | 14 | 14.9037961535991 | -0.90379615359915 |
45 | 14 | 14.5395046630919 | -0.539504663091947 |
46 | 11 | 15.0776125398751 | -4.07761253987507 |
47 | 14 | 16.2682390146181 | -2.26823901461805 |
48 | 15 | 15.4824506730153 | -0.482450673015275 |
49 | 16 | 16.3920792470279 | -0.392079247027874 |
50 | 14 | 14.8871374356438 | -0.887137435643785 |
51 | 16 | 16.2515802966627 | -0.251580296662684 |
52 | 14 | 14.7133210493679 | -0.713321049367866 |
53 | 12 | 14.763297203234 | -2.76329720323396 |
54 | 16 | 15.6895844952019 | 0.310415504798076 |
55 | 9 | 14.7466384852786 | -5.74663848527859 |
56 | 14 | 15.6396083413358 | -1.63960834133583 |
57 | 16 | 15.6229496233805 | 0.377050376619535 |
58 | 16 | 15.4824506730153 | 0.517549326984725 |
59 | 15 | 15.3752691585608 | -0.375269158560814 |
60 | 16 | 15.0609538219197 | 0.939046178080295 |
61 | 12 | 13.5560120105356 | -1.55601201053562 |
62 | 16 | 15.2014527722849 | 0.798547227715105 |
63 | 16 | 15.0776125398751 | 0.922387460124931 |
64 | 14 | 15.4991093909706 | -1.49910939097064 |
65 | 16 | 15.0109776680536 | 0.989022331946389 |
66 | 17 | 14.6394569708241 | 2.36054302917587 |
67 | 18 | 14.4192755273516 | 3.58072447264843 |
68 | 18 | 14.2454591410757 | 3.75454085892435 |
69 | 12 | 13.1286967448764 | -1.1286967448764 |
70 | 16 | 15.5932432841392 | 0.406756715860814 |
71 | 10 | 15.1217702791775 | -5.12177027917752 |
72 | 14 | 14.8241136604918 | -0.824113660491777 |
73 | 18 | 15.4194268978633 | 2.58057310213673 |
74 | 18 | 15.4360856158186 | 2.56391438418137 |
75 | 16 | 15.7504009524597 | 0.249599047540259 |
76 | 17 | 13.2691956952416 | 3.73080430475841 |
77 | 16 | 13.6001697498381 | 2.39983025016193 |
78 | 16 | 15.4027681799079 | 0.597231820092098 |
79 | 13 | 13.8978263685238 | -0.897826368523813 |
80 | 16 | 14.1788242692542 | 1.82117573074581 |
81 | 16 | 13.2691956952416 | 2.73080430475841 |
82 | 16 | 14.964612610857 | 1.03538738914303 |
83 | 15 | 15.1217702791775 | -0.121770279177522 |
84 | 15 | 14.6336385562605 | 0.366361443739507 |
85 | 16 | 14.6502972742159 | 1.34970272578414 |
86 | 14 | 14.038325318889 | -0.0383253188890034 |
87 | 16 | 15.4360856158186 | 0.563914384181368 |
88 | 16 | 14.5097983238507 | 1.49020167614933 |
89 | 15 | 14.0549840368444 | 0.945015963155632 |
90 | 12 | 13.3691480029738 | -1.36914800297378 |
91 | 17 | 15.2456105115873 | 1.75438948841265 |
92 | 16 | 14.0549840368444 | 1.94501596315563 |
93 | 15 | 15.7504009524597 | -0.750400952459741 |
94 | 13 | 13.5668523139273 | -0.566852313927339 |
95 | 16 | 13.7406687002033 | 2.25933129979674 |
96 | 16 | 15.1051115612222 | 0.894888438777843 |
97 | 16 | 14.3859580914408 | 1.61404190855916 |
98 | 16 | 14.038325318889 | 1.961674681111 |
99 | 14 | 14.9312951749462 | -0.931295174946238 |
100 | 16 | 14.964612610857 | 1.03538738914303 |
101 | 16 | 15.2456105115873 | 0.754389488412653 |
102 | 20 | 14.3859580914408 | 5.61404190855916 |
103 | 15 | 15.2622692295427 | -0.262269229542712 |
104 | 16 | 13.1453554628318 | 2.85464453716823 |
105 | 13 | 15.4360856158186 | -2.43608561581863 |
106 | 17 | 13.4929882353836 | 3.50701176461639 |
107 | 16 | 14.9479538929016 | 1.0520461070984 |
108 | 16 | 15.4360856158186 | 0.563914384181368 |
109 | 12 | 14.1049601907105 | -2.10496019071046 |
110 | 16 | 15.2050638689543 | 0.794936131045655 |
111 | 16 | 14.6502972742159 | 1.34970272578414 |
112 | 17 | 13.9311438044345 | 3.06885619556546 |
113 | 13 | 15.4694030517294 | -2.46940305172936 |
114 | 12 | 14.3526406555301 | -2.35264065553011 |
115 | 18 | 15.0717941253114 | 2.92820587468857 |
116 | 14 | 14.4764808879399 | -0.476480887939938 |
117 | 14 | 15.452744333774 | -1.452744333774 |
118 | 13 | 15.452744333774 | -2.452744333774 |
119 | 16 | 14.6669559921712 | 1.33304400782878 |
120 | 13 | 14.8241136604918 | -1.82411366049178 |
121 | 16 | 14.700273428082 | 1.29972657191805 |
122 | 13 | 13.4096946456068 | -0.409694645606785 |
123 | 16 | 15.4360856158186 | 0.563914384181368 |
124 | 15 | 15.2789279474981 | -0.278927947498077 |
125 | 16 | 14.1788242692542 | 1.82117573074581 |
126 | 15 | 14.2121417051649 | 0.787858294835077 |
127 | 17 | 14.6169798383051 | 2.38302016169487 |
128 | 15 | 15.717083516549 | -0.717083516549012 |
129 | 12 | 15.5266084123177 | -3.52660841231773 |
130 | 16 | 14.4931396058953 | 1.5068603941047 |
131 | 10 | 14.2121417051649 | -4.21214170516492 |
132 | 16 | 13.4929882353836 | 2.50701176461639 |
133 | 12 | 15.1217702791775 | -3.12177027917752 |
134 | 14 | 14.0216666009336 | -0.0216666009336388 |
135 | 15 | 15.2789279474981 | -0.278927947498077 |
136 | 13 | 14.0050078829783 | -1.00500788297827 |
137 | 15 | 12.2024094529084 | 2.79759054709156 |
138 | 11 | 14.6669559921712 | -3.66695599217122 |
139 | 12 | 14.2454591410757 | -2.24545914107565 |
140 | 11 | 14.6502972742159 | -3.65029727421586 |
141 | 16 | 14.526457041806 | 1.47354295819397 |
142 | 15 | 14.6502972742159 | 0.349702725784142 |
143 | 17 | 15.2622692295427 | 1.73773077045729 |
144 | 16 | 14.6669559921712 | 1.33304400782878 |
145 | 10 | 12.9215629226898 | -2.92156292268976 |
146 | 18 | 14.3193232196194 | 3.68067678038062 |
147 | 13 | 13.6906925463372 | -0.690692546337165 |
148 | 16 | 14.4026168093962 | 1.59738319060379 |
149 | 13 | 13.7573274181586 | -0.757327418158623 |
150 | 10 | 13.4929882353836 | -3.49298823538361 |
151 | 15 | 15.5765845661838 | -0.576584566183822 |
152 | 16 | 14.8407723784471 | 1.15922762155286 |
153 | 16 | 15.4194268978633 | 0.580573102136733 |
154 | 14 | 15.0145887647231 | -1.01458876472306 |
155 | 10 | 13.8978263685238 | -3.89782636852381 |
156 | 17 | 14.0549840368444 | 2.94501596315563 |
157 | 13 | 14.9812713288123 | -1.98127132881233 |
158 | 15 | 15.5266084123177 | -0.526608412317728 |
159 | 16 | 14.0549840368444 | 1.94501596315563 |
160 | 12 | 14.8574310964025 | -2.85743109640251 |
161 | 13 | 14.6836147101266 | -1.68361471012659 |
162 | 13 | 11.8583877770261 | 1.14161222297395 |
163 | 12 | 12.4203835784868 | -0.420383578486812 |
164 | 17 | 13.8014851574611 | 3.19851484253892 |
165 | 15 | 13.9014374651933 | 1.09856253480674 |
166 | 10 | 12.6275174006735 | -2.62751740067346 |
167 | 14 | 13.5204872567307 | 0.479512743269305 |
168 | 11 | 11.9822280094359 | -0.982228009435877 |
169 | 13 | 13.6037808465075 | -0.603780846507519 |
170 | 16 | 13.446623178187 | 2.55337682181304 |
171 | 12 | 12.784675068994 | -0.784675068994016 |
172 | 16 | 14.4301158307433 | 1.56988416925671 |
173 | 12 | 13.1323078415459 | -1.13230784154585 |
174 | 9 | 12.1227269598011 | -3.12272695980107 |
175 | 12 | 13.0156968158583 | -1.0156968158583 |
176 | 15 | 13.6943036430066 | 1.30569635699339 |
177 | 12 | 12.8179925049047 | -0.817992504904745 |
178 | 12 | 12.7680163510387 | -0.768016351038651 |
179 | 14 | 13.48716982082 | 0.512830179180034 |
180 | 12 | 13.7276210789173 | -1.72762107891734 |
181 | 16 | 13.9919602616924 | 2.00803973830764 |
182 | 11 | 12.9085153014038 | -1.90851530140384 |
183 | 19 | 14.1324592120575 | 4.86754078794245 |
184 | 15 | 13.3633295884101 | 1.63667041158986 |
185 | 8 | 13.0156968158583 | -5.0156968158583 |
186 | 16 | 13.8514613113272 | 2.14853868867283 |
187 | 17 | 13.6776449250513 | 3.32235507494875 |
188 | 12 | 13.3466708704548 | -1.34667087045478 |
189 | 11 | 12.5941999647627 | -1.59419996476273 |
190 | 11 | 13.5704634105968 | -2.57046341059679 |
191 | 14 | 13.5704634105968 | 0.429536589403211 |
192 | 16 | 14.6205909349746 | 1.37940906502542 |
193 | 12 | 13.6609862070959 | -1.66098620709589 |
194 | 16 | 13.7276210789173 | 2.27237892108266 |
195 | 13 | 13.5038285387753 | -0.503828538775331 |
196 | 15 | 14.0252776976031 | 0.974722302396911 |
197 | 16 | 13.2061719200896 | 2.79382807991041 |
198 | 16 | 14.1491179300129 | 1.85088206998709 |
199 | 14 | 12.6774935545396 | 1.32250644546045 |
200 | 16 | 13.222830638045 | 2.77716936195505 |
201 | 16 | 12.3465194999431 | 3.65348050005692 |
202 | 14 | 13.1895132021342 | 0.810486797865779 |
203 | 11 | 13.6276687711852 | -2.62766877118516 |
204 | 12 | 13.222830638045 | -1.22283063804495 |
205 | 15 | 13.8181438754164 | 1.18185612458356 |
206 | 15 | 14.1324592120575 | 0.86754078794245 |
207 | 16 | 14.1491179300129 | 1.85088206998709 |
208 | 16 | 14.2729581624227 | 1.72704183757726 |
209 | 11 | 13.3799883063655 | -2.37998830636551 |
210 | 15 | 13.8014851574611 | 1.19851484253892 |
211 | 12 | 12.8179925049047 | -0.817992504904745 |
212 | 12 | 15.5302195089872 | -3.53021950898718 |
213 | 15 | 14.0419364155585 | 0.958063584441546 |
214 | 15 | 12.8013337869494 | 2.19866621305062 |
215 | 16 | 13.4133057422762 | 2.58669425772377 |
216 | 14 | 12.4037248605314 | 1.59627513946855 |
217 | 17 | 14.2562994444674 | 2.74370055553262 |
218 | 14 | 13.6776449250513 | 0.32235507494875 |
219 | 13 | 12.9918088911807 | 0.00819110881933573 |
220 | 15 | 14.6039322170192 | 0.396067782980786 |
221 | 13 | 13.0989904056351 | -0.0989904056351251 |
222 | 14 | 14.2729581624227 | -0.27295816242274 |
223 | 15 | 12.8013337869494 | 2.19866621305062 |
224 | 12 | 13.5038285387753 | -1.50382853877533 |
225 | 13 | 13.2894655098664 | -0.289465509866409 |
226 | 8 | 14.2729581624227 | -6.27295816242274 |
227 | 14 | 14.0658243402361 | -0.0658243402360914 |
228 | 14 | 13.3966470243209 | 0.60335297567913 |
229 | 11 | 12.6774935545396 | -1.67749355453955 |
230 | 12 | 13.4133057422762 | -1.41330574227623 |
231 | 13 | 13.049014251769 | -0.0490142517690312 |
232 | 10 | 13.6037808465075 | -3.60378084650752 |
233 | 16 | 13.8181438754164 | 2.18185612458356 |
234 | 18 | 13.3799883063655 | 4.6200116936345 |
235 | 13 | 13.6443274891405 | -0.644327489140521 |
236 | 11 | 12.784675068994 | -1.78467506899402 |
237 | 4 | 12.7680163510386 | -8.76801635103865 |
238 | 13 | 12.4370422964422 | 0.562957703557823 |
239 | 16 | 12.6441761186288 | 3.35582388137117 |
240 | 10 | 12.6275174006735 | -2.62751740067346 |
241 | 12 | 13.0823316876798 | -1.08233168767976 |
242 | 12 | 12.9918088911807 | -0.991808891180664 |
243 | 10 | 12.4537010143975 | -2.45370101439754 |
244 | 13 | 13.2394893560003 | -0.239489356000315 |
245 | 15 | 13.3466708704548 | 1.65332912954522 |
246 | 12 | 13.4133057422762 | -1.41330574227623 |
247 | 14 | 13.6943036430066 | 0.305696356993385 |
248 | 10 | 13.3633295884101 | -3.36332958841014 |
249 | 12 | 11.0725994354233 | 0.927400564576722 |
250 | 12 | 11.1964396678331 | 0.803560332166896 |
251 | 11 | 13.8181438754164 | -2.81814387541644 |
252 | 10 | 13.222830638045 | -3.22283063804495 |
253 | 12 | 13.5371459746861 | -1.53714597468606 |
254 | 16 | 13.222830638045 | 2.77716936195505 |
255 | 12 | 13.2394893560003 | -1.23948935600032 |
256 | 14 | 13.2394893560003 | 0.760510643999685 |
257 | 16 | 13.446623178187 | 2.55337682181304 |
258 | 14 | 12.6608348365842 | 1.33916516341581 |
259 | 13 | 13.8181438754164 | -0.81814387541644 |
260 | 4 | 12.4870184503083 | -8.48701845030827 |
261 | 15 | 13.049014251769 | 1.95098574823097 |
262 | 11 | 14.4467745486987 | -3.44677454869866 |
263 | 11 | 13.008467609136 | -2.00846760913603 |
264 | 14 | 13.3633295884101 | 0.636670411589859 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.812022841039212 | 0.375954317921576 | 0.187977158960788 |
8 | 0.689911817765921 | 0.620176364468158 | 0.310088182234079 |
9 | 0.573934911112341 | 0.852130177775318 | 0.426065088887659 |
10 | 0.478686092762188 | 0.957372185524375 | 0.521313907237812 |
11 | 0.380911147065023 | 0.761822294130046 | 0.619088852934977 |
12 | 0.405745482917359 | 0.811490965834718 | 0.594254517082641 |
13 | 0.325405282997467 | 0.650810565994935 | 0.674594717002533 |
14 | 0.291501871094069 | 0.583003742188138 | 0.708498128905931 |
15 | 0.31949902634531 | 0.63899805269062 | 0.68050097365469 |
16 | 0.256234634028928 | 0.512469268057856 | 0.743765365971072 |
17 | 0.201993682538265 | 0.40398736507653 | 0.798006317461735 |
18 | 0.456672784135661 | 0.913345568271322 | 0.543327215864339 |
19 | 0.433432525751953 | 0.866865051503905 | 0.566567474248047 |
20 | 0.362206507622824 | 0.724413015245647 | 0.637793492377176 |
21 | 0.296283948996159 | 0.592567897992318 | 0.703716051003841 |
22 | 0.238121605763832 | 0.476243211527665 | 0.761878394236168 |
23 | 0.267233269129167 | 0.534466538258334 | 0.732766730870833 |
24 | 0.21956119811012 | 0.439122396220239 | 0.78043880188988 |
25 | 0.191154601947839 | 0.382309203895677 | 0.808845398052161 |
26 | 0.159445971668809 | 0.318891943337617 | 0.840554028331191 |
27 | 0.122487243855795 | 0.24497448771159 | 0.877512756144205 |
28 | 0.104033902902728 | 0.208067805805457 | 0.895966097097272 |
29 | 0.0780805630413264 | 0.156161126082653 | 0.921919436958674 |
30 | 0.0778544338956378 | 0.155708867791276 | 0.922145566104362 |
31 | 0.0590977686074993 | 0.118195537214999 | 0.940902231392501 |
32 | 0.106936561545205 | 0.21387312309041 | 0.893063438454795 |
33 | 0.0914430380748883 | 0.182886076149777 | 0.908556961925112 |
34 | 0.0696966306709526 | 0.139393261341905 | 0.930303369329047 |
35 | 0.0565122994911393 | 0.113024598982279 | 0.943487700508861 |
36 | 0.219673113657951 | 0.439346227315901 | 0.780326886342049 |
37 | 0.384699704642198 | 0.769399409284397 | 0.615300295357802 |
38 | 0.349495723898609 | 0.698991447797218 | 0.650504276101391 |
39 | 0.312995225773473 | 0.625990451546945 | 0.687004774226527 |
40 | 0.276175185314478 | 0.552350370628956 | 0.723824814685522 |
41 | 0.242216108018437 | 0.484432216036874 | 0.757783891981563 |
42 | 0.218310020180369 | 0.436620040360737 | 0.781689979819631 |
43 | 0.384366952734127 | 0.768733905468253 | 0.615633047265873 |
44 | 0.347368490551312 | 0.694736981102624 | 0.652631509448688 |
45 | 0.303876044233092 | 0.607752088466185 | 0.696123955766908 |
46 | 0.418429763071598 | 0.836859526143197 | 0.581570236928402 |
47 | 0.423568848107376 | 0.847137696214752 | 0.576431151892624 |
48 | 0.37928693517671 | 0.758573870353421 | 0.62071306482329 |
49 | 0.336409926334899 | 0.672819852669798 | 0.663590073665101 |
50 | 0.299980108685379 | 0.599960217370759 | 0.700019891314621 |
51 | 0.261002662615859 | 0.522005325231717 | 0.738997337384141 |
52 | 0.227515632131706 | 0.455031264263411 | 0.772484367868294 |
53 | 0.241481324615303 | 0.482962649230606 | 0.758518675384697 |
54 | 0.208798525818123 | 0.417597051636245 | 0.791201474181877 |
55 | 0.412551759909153 | 0.825103519818307 | 0.587448240090847 |
56 | 0.392184866160712 | 0.784369732321424 | 0.607815133839288 |
57 | 0.352122328132474 | 0.704244656264948 | 0.647877671867526 |
58 | 0.315568160703629 | 0.631136321407257 | 0.684431839296371 |
59 | 0.279005080910488 | 0.558010161820976 | 0.720994919089512 |
60 | 0.254941544990381 | 0.509883089980763 | 0.745058455009619 |
61 | 0.230725067207521 | 0.461450134415043 | 0.769274932792479 |
62 | 0.206100817905758 | 0.412201635811516 | 0.793899182094242 |
63 | 0.185748222567515 | 0.371496445135029 | 0.814251777432485 |
64 | 0.171675480637285 | 0.34335096127457 | 0.828324519362715 |
65 | 0.152965533009159 | 0.305931066018317 | 0.847034466990841 |
66 | 0.165371545455772 | 0.330743090911544 | 0.834628454544228 |
67 | 0.152090752631646 | 0.304181505263292 | 0.847909247368354 |
68 | 0.141604571474001 | 0.283209142948003 | 0.858395428525998 |
69 | 0.169920565001037 | 0.339841130002074 | 0.830079434998963 |
70 | 0.161196837847205 | 0.322393675694409 | 0.838803162152795 |
71 | 0.369517571959439 | 0.739035143918878 | 0.630482428040561 |
72 | 0.340007614910859 | 0.680015229821718 | 0.659992385089141 |
73 | 0.341754295953772 | 0.683508591907545 | 0.658245704046228 |
74 | 0.334416123009443 | 0.668832246018886 | 0.665583876990557 |
75 | 0.301714109580514 | 0.603428219161029 | 0.698285890419486 |
76 | 0.345022132492474 | 0.690044264984949 | 0.654977867507526 |
77 | 0.328787470508057 | 0.657574941016115 | 0.671212529491943 |
78 | 0.295396130252384 | 0.590792260504769 | 0.704603869747616 |
79 | 0.28134183062384 | 0.56268366124768 | 0.71865816937616 |
80 | 0.258072630922592 | 0.516145261845185 | 0.741927369077408 |
81 | 0.251847172878891 | 0.503694345757782 | 0.748152827121109 |
82 | 0.22327410066686 | 0.44654820133372 | 0.77672589933314 |
83 | 0.200786009734307 | 0.401572019468614 | 0.799213990265693 |
84 | 0.176232743104681 | 0.352465486209362 | 0.823767256895319 |
85 | 0.154911222584409 | 0.309822445168818 | 0.845088777415591 |
86 | 0.13646527691847 | 0.27293055383694 | 0.86353472308153 |
87 | 0.117166712439445 | 0.23433342487889 | 0.882833287560555 |
88 | 0.10211910685636 | 0.20423821371272 | 0.89788089314364 |
89 | 0.0867528380669838 | 0.173505676133968 | 0.913247161933016 |
90 | 0.0857731839733543 | 0.171546367946709 | 0.914226816026646 |
91 | 0.0756951078921985 | 0.151390215784397 | 0.924304892107801 |
92 | 0.0676185155904284 | 0.135237031180857 | 0.932381484409572 |
93 | 0.0607292186156798 | 0.12145843723136 | 0.93927078138432 |
94 | 0.053862022240116 | 0.107724044480232 | 0.946137977759884 |
95 | 0.0497775955296674 | 0.0995551910593348 | 0.950222404470333 |
96 | 0.0412897889295154 | 0.0825795778590308 | 0.958710211070485 |
97 | 0.0354430039796646 | 0.0708860079593291 | 0.964556996020335 |
98 | 0.031330340835429 | 0.0626606816708579 | 0.968669659164571 |
99 | 0.0286108788204262 | 0.0572217576408523 | 0.971389121179574 |
100 | 0.0234608634394907 | 0.0469217268789814 | 0.976539136560509 |
101 | 0.0189798808144491 | 0.0379597616288981 | 0.981020119185551 |
102 | 0.0481819858991461 | 0.0963639717982922 | 0.951818014100854 |
103 | 0.0413044212246988 | 0.0826088424493977 | 0.958695578775301 |
104 | 0.0418601923780841 | 0.0837203847561682 | 0.958139807621916 |
105 | 0.0498184867070324 | 0.0996369734140647 | 0.950181513292968 |
106 | 0.057782453987592 | 0.115564907975184 | 0.942217546012408 |
107 | 0.0490589957140675 | 0.0981179914281349 | 0.950941004285933 |
108 | 0.0408622289701358 | 0.0817244579402715 | 0.959137771029864 |
109 | 0.0464097709134894 | 0.0928195418269788 | 0.953590229086511 |
110 | 0.0388714572287548 | 0.0777429144575096 | 0.961128542771245 |
111 | 0.0333059539980266 | 0.0666119079960532 | 0.966694046001973 |
112 | 0.0366446584440761 | 0.0732893168881523 | 0.963355341555924 |
113 | 0.0419291707776478 | 0.0838583415552956 | 0.958070829222352 |
114 | 0.0488808898136569 | 0.0977617796273139 | 0.951119110186343 |
115 | 0.0527307982703191 | 0.105461596540638 | 0.947269201729681 |
116 | 0.0461434811722623 | 0.0922869623445247 | 0.953856518827738 |
117 | 0.0429457075959085 | 0.085891415191817 | 0.957054292404091 |
118 | 0.0470365796886359 | 0.0940731593772717 | 0.952963420311364 |
119 | 0.0408839596381345 | 0.0817679192762691 | 0.959116040361865 |
120 | 0.0407541086451993 | 0.0815082172903986 | 0.959245891354801 |
121 | 0.0353714857387772 | 0.0707429714775544 | 0.964628514261223 |
122 | 0.0311557279196863 | 0.0623114558393727 | 0.968844272080314 |
123 | 0.0256741319647165 | 0.0513482639294329 | 0.974325868035284 |
124 | 0.0210823482715691 | 0.0421646965431382 | 0.978917651728431 |
125 | 0.0190361852507859 | 0.0380723705015718 | 0.980963814749214 |
126 | 0.0157224776561 | 0.0314449553121999 | 0.9842775223439 |
127 | 0.0157443697690863 | 0.0314887395381725 | 0.984255630230914 |
128 | 0.0130048075848269 | 0.0260096151696538 | 0.986995192415173 |
129 | 0.0196527942271263 | 0.0393055884542525 | 0.980347205772874 |
130 | 0.0172837649003788 | 0.0345675298007575 | 0.982716235099621 |
131 | 0.0342336621777787 | 0.0684673243555575 | 0.965766337822221 |
132 | 0.0352835792374674 | 0.0705671584749349 | 0.964716420762533 |
133 | 0.044009370808703 | 0.088018741617406 | 0.955990629191297 |
134 | 0.0371586035078107 | 0.0743172070156214 | 0.962841396492189 |
135 | 0.0306882502184606 | 0.0613765004369211 | 0.969311749781539 |
136 | 0.027284252617904 | 0.054568505235808 | 0.972715747382096 |
137 | 0.0309519395757942 | 0.0619038791515883 | 0.969048060424206 |
138 | 0.045178367026552 | 0.090356734053104 | 0.954821632973448 |
139 | 0.0468332261563225 | 0.0936664523126451 | 0.953166773843677 |
140 | 0.0663661615722945 | 0.132732323144589 | 0.933633838427706 |
141 | 0.0597282090133327 | 0.119456418026665 | 0.940271790986667 |
142 | 0.0501716869599317 | 0.100343373919863 | 0.949828313040068 |
143 | 0.046533406312355 | 0.0930668126247101 | 0.953466593687645 |
144 | 0.0413836674698463 | 0.0827673349396926 | 0.958616332530154 |
145 | 0.0507437359769026 | 0.101487471953805 | 0.949256264023097 |
146 | 0.0702547743647232 | 0.140509548729446 | 0.929745225635277 |
147 | 0.0612863799553109 | 0.122572759910622 | 0.938713620044689 |
148 | 0.0578886258462973 | 0.115777251692595 | 0.942111374153703 |
149 | 0.0503821711614251 | 0.10076434232285 | 0.949617828838575 |
150 | 0.0646010712973803 | 0.129202142594761 | 0.93539892870262 |
151 | 0.0545753623250513 | 0.109150724650103 | 0.945424637674949 |
152 | 0.0487707826016971 | 0.0975415652033943 | 0.951229217398303 |
153 | 0.0416381224526913 | 0.0832762449053826 | 0.958361877547309 |
154 | 0.0353517368876511 | 0.0707034737753022 | 0.964648263112349 |
155 | 0.0502939888097023 | 0.100587977619405 | 0.949706011190298 |
156 | 0.0614869363925757 | 0.122973872785151 | 0.938513063607424 |
157 | 0.0570618289550021 | 0.114123657910004 | 0.942938171044998 |
158 | 0.0477855835449469 | 0.0955711670898938 | 0.952214416455053 |
159 | 0.0537161129098424 | 0.107432225819685 | 0.946283887090158 |
160 | 0.0530389904634717 | 0.106077980926943 | 0.946961009536528 |
161 | 0.0467755401600159 | 0.0935510803200319 | 0.953224459839984 |
162 | 0.041402232665209 | 0.082804465330418 | 0.958597767334791 |
163 | 0.0355285861264641 | 0.0710571722529283 | 0.964471413873536 |
164 | 0.0406823229452374 | 0.0813646458904749 | 0.959317677054763 |
165 | 0.0341111902692482 | 0.0682223805384964 | 0.965888809730752 |
166 | 0.0390350851582135 | 0.078070170316427 | 0.960964914841786 |
167 | 0.0322383063021724 | 0.0644766126043448 | 0.967761693697828 |
168 | 0.0281712711624016 | 0.0563425423248033 | 0.971828728837598 |
169 | 0.0235074023810653 | 0.0470148047621305 | 0.976492597618935 |
170 | 0.0238575451713445 | 0.0477150903426891 | 0.976142454828655 |
171 | 0.0200858389676119 | 0.0401716779352238 | 0.979914161032388 |
172 | 0.0173243208131112 | 0.0346486416262224 | 0.982675679186889 |
173 | 0.0149136373566034 | 0.0298272747132069 | 0.985086362643397 |
174 | 0.0185959002074799 | 0.0371918004149599 | 0.98140409979252 |
175 | 0.0156347755256731 | 0.0312695510513462 | 0.984365224474327 |
176 | 0.0132087652039852 | 0.0264175304079704 | 0.986791234796015 |
177 | 0.010799813663593 | 0.021599627327186 | 0.989200186336407 |
178 | 0.00872444028469281 | 0.0174488805693856 | 0.991275559715307 |
179 | 0.00684667341600402 | 0.013693346832008 | 0.993153326583996 |
180 | 0.00622033346580298 | 0.012440666931606 | 0.993779666534197 |
181 | 0.00574415466561433 | 0.0114883093312287 | 0.994255845334386 |
182 | 0.0053103541858372 | 0.0106207083716744 | 0.994689645814163 |
183 | 0.0126144981167339 | 0.0252289962334679 | 0.987385501883266 |
184 | 0.0111902800291256 | 0.0223805600582511 | 0.988809719970874 |
185 | 0.0268620873159651 | 0.0537241746319301 | 0.973137912684035 |
186 | 0.0261758424144947 | 0.0523516848289895 | 0.973824157585505 |
187 | 0.0332616859438281 | 0.0665233718876563 | 0.966738314056172 |
188 | 0.028932949314552 | 0.0578658986291039 | 0.971067050685448 |
189 | 0.0259742355443006 | 0.0519484710886013 | 0.974025764455699 |
190 | 0.0272228122971966 | 0.0544456245943933 | 0.972777187702803 |
191 | 0.0219291914577888 | 0.0438583829155776 | 0.978070808542211 |
192 | 0.0192595459846913 | 0.0385190919693826 | 0.980740454015309 |
193 | 0.0170654213817032 | 0.0341308427634063 | 0.982934578618297 |
194 | 0.0173892731098237 | 0.0347785462196474 | 0.982610726890176 |
195 | 0.0137455289120897 | 0.0274910578241794 | 0.98625447108791 |
196 | 0.0114256290998612 | 0.0228512581997224 | 0.988574370900139 |
197 | 0.0127785494155784 | 0.0255570988311568 | 0.987221450584422 |
198 | 0.0121487635161778 | 0.0242975270323556 | 0.987851236483822 |
199 | 0.0103456253801715 | 0.0206912507603429 | 0.989654374619829 |
200 | 0.0118174406250457 | 0.0236348812500913 | 0.988182559374954 |
201 | 0.0178472426748767 | 0.0356944853497534 | 0.982152757325123 |
202 | 0.0143434469160686 | 0.0286868938321372 | 0.985656553083931 |
203 | 0.0154649223155374 | 0.0309298446310747 | 0.984535077684463 |
204 | 0.0126932635539552 | 0.0253865271079105 | 0.987306736446045 |
205 | 0.0105615789134691 | 0.0211231578269382 | 0.989438421086531 |
206 | 0.00853610567525731 | 0.0170722113505146 | 0.991463894324743 |
207 | 0.00828434022545393 | 0.0165686804509079 | 0.991715659774546 |
208 | 0.00780158039002572 | 0.0156031607800514 | 0.992198419609974 |
209 | 0.00750054929162896 | 0.0150010985832579 | 0.992499450708371 |
210 | 0.00625696392234521 | 0.0125139278446904 | 0.993743036077655 |
211 | 0.0047492166005675 | 0.00949843320113501 | 0.995250783399433 |
212 | 0.00563861828107683 | 0.0112772365621537 | 0.994361381718923 |
213 | 0.00469394309283665 | 0.00938788618567329 | 0.995306056907163 |
214 | 0.00490783194347183 | 0.00981566388694366 | 0.995092168056528 |
215 | 0.00610900376397694 | 0.0122180075279539 | 0.993890996236023 |
216 | 0.00509128891953642 | 0.0101825778390728 | 0.994908711080464 |
217 | 0.00650751922206049 | 0.013015038444121 | 0.99349248077794 |
218 | 0.00498395617005007 | 0.00996791234010014 | 0.99501604382995 |
219 | 0.00373763600992027 | 0.00747527201984053 | 0.99626236399008 |
220 | 0.00298388150622372 | 0.00596776301244744 | 0.997016118493776 |
221 | 0.002158451024995 | 0.00431690204999001 | 0.997841548975005 |
222 | 0.00155608912390243 | 0.00311217824780486 | 0.998443910876098 |
223 | 0.00174592773194111 | 0.00349185546388222 | 0.998254072268059 |
224 | 0.00129200606159814 | 0.00258401212319628 | 0.998707993938402 |
225 | 0.000930219724467322 | 0.00186043944893464 | 0.999069780275533 |
226 | 0.00516762878577029 | 0.0103352575715406 | 0.99483237121423 |
227 | 0.00361451011362782 | 0.00722902022725564 | 0.996385489886372 |
228 | 0.0027770734045307 | 0.00555414680906139 | 0.997222926595469 |
229 | 0.00202383588620202 | 0.00404767177240404 | 0.997976164113798 |
230 | 0.00142032849392584 | 0.00284065698785169 | 0.998579671506074 |
231 | 0.000940035974828932 | 0.00188007194965786 | 0.999059964025171 |
232 | 0.00101936904765629 | 0.00203873809531258 | 0.998980630952344 |
233 | 0.00108475172191225 | 0.00216950344382451 | 0.998915248278088 |
234 | 0.0047367710277152 | 0.0094735420554304 | 0.995263228972285 |
235 | 0.00322737418949108 | 0.00645474837898216 | 0.996772625810509 |
236 | 0.00233072189049196 | 0.00466144378098391 | 0.997669278109508 |
237 | 0.0820979417736577 | 0.164195883547315 | 0.917902058226342 |
238 | 0.0640218751450946 | 0.128043750290189 | 0.935978124854906 |
239 | 0.103497170300183 | 0.206994340600366 | 0.896502829699817 |
240 | 0.0957090000393143 | 0.191418000078629 | 0.904290999960686 |
241 | 0.0722792468393709 | 0.144558493678742 | 0.927720753160629 |
242 | 0.0529938370865341 | 0.105987674173068 | 0.947006162913466 |
243 | 0.0483025215778765 | 0.0966050431557531 | 0.951697478422123 |
244 | 0.0342283115967426 | 0.0684566231934852 | 0.965771688403257 |
245 | 0.0322782399543378 | 0.0645564799086756 | 0.967721760045662 |
246 | 0.021955654390372 | 0.043911308780744 | 0.978044345609628 |
247 | 0.0161435851159233 | 0.0322871702318466 | 0.983856414884077 |
248 | 0.0157810476059429 | 0.0315620952118859 | 0.984218952394057 |
249 | 0.00995398138466578 | 0.0199079627693316 | 0.990046018615334 |
250 | 0.00662565612935358 | 0.0132513122587072 | 0.993374343870646 |
251 | 0.00535182687295359 | 0.0107036537459072 | 0.994648173127046 |
252 | 0.00488529837412567 | 0.00977059674825135 | 0.995114701625874 |
253 | 0.00278706622141597 | 0.00557413244283194 | 0.997212933778584 |
254 | 0.00368764357734388 | 0.00737528715468777 | 0.996312356422656 |
255 | 0.00169949591930002 | 0.00339899183860004 | 0.9983005040807 |
256 | 0.000893252915885405 | 0.00178650583177081 | 0.999106747084115 |
257 | 0.00166082843324923 | 0.00332165686649846 | 0.998339171566751 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 27 | 0.107569721115538 | NOK |
5% type I error level | 83 | 0.330677290836653 | NOK |
10% type I error level | 140 | 0.557768924302789 | NOK |