Multiple Linear Regression - Estimated Regression Equation |
Klantentevredenheid[t] = -0.490274233958218 + 0.897298230939352Leveringssnelheid[t] + 0.423754067506654Productkwaliteit[t] + 0.117927712334474Facturatie[t] + 0.00171960417983372t + 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) | -0.490274233958218 | 0.415547 | -1.1798 | 0.239506 | 0.119753 |
Leveringssnelheid | 0.897298230939352 | 0.113589 | 7.8995 | 0 | 0 |
Productkwaliteit | 0.423754067506654 | 0.038935 | 10.8837 | 0 | 0 |
Facturatie | 0.117927712334474 | 0.092816 | 1.2706 | 0.205399 | 0.1027 |
t | 0.00171960417983372 | 0.000937 | 1.8355 | 0.067954 | 0.033977 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.798464963633129 |
R-squared | 0.637546298149654 |
Adjusted R-squared | 0.63011135041939 |
F-TEST (value) | 85.7499368226302 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 195 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.75483490401491 |
Sum Squared Residuals | 111.106267802244 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 8.2 | 7.02299696017615 | 1.17700303982385 |
2 | 5.7 | 7.84462773766328 | -2.14462773766328 |
3 | 8.9 | 8.08807368547574 | 0.811926314524263 |
4 | 4.8 | 5.42761407065999 | -0.627614070659993 |
5 | 7.1 | 7.0033289082937 | 0.0966710917063024 |
6 | 4.7 | 5.660068756418 | -0.960068756418 |
7 | 5.7 | 4.48791071887763 | 1.21208928112237 |
8 | 6.3 | 5.97785043553554 | 0.322149564464456 |
9 | 7 | 6.62942959179158 | 0.37057040820842 |
10 | 5.5 | 6.67056367658719 | -1.17056367658719 |
11 | 7.4 | 7.25262002995625 | 0.147379970043753 |
12 | 6 | 5.34039830399972 | 0.659601696000278 |
13 | 8.4 | 8.10728781073179 | 0.292712189268205 |
14 | 7.6 | 7.73166492107108 | -0.131664921071078 |
15 | 8 | 7.43717427412131 | 0.56282572587869 |
16 | 6.6 | 7.76883102249233 | -1.16883102249233 |
17 | 6.4 | 6.48749565291875 | -0.0874956529187546 |
18 | 7.4 | 7.02004710838344 | 0.379952891616565 |
19 | 6.8 | 6.54290162439534 | 0.257098375604664 |
20 | 7.6 | 7.87906678558729 | -0.279066785587286 |
21 | 5.4 | 5.09960421765651 | 0.300395782343486 |
22 | 9.9 | 7.98106766213945 | 1.91893233786055 |
23 | 7 | 7.34880758569806 | -0.348807585698061 |
24 | 8.6 | 8.31986680603773 | 0.280133193962271 |
25 | 4.8 | 6.23869344730698 | -1.43869344730698 |
26 | 6.6 | 6.42631979649657 | 0.173680203503432 |
27 | 6.3 | 7.73119374420971 | -1.43119374420971 |
28 | 5.4 | 6.35124577313754 | -0.951245773137541 |
29 | 6.3 | 7.78180403750317 | -1.48180403750317 |
30 | 5.4 | 6.47664886074712 | -1.07664886074712 |
31 | 6.1 | 5.88435325914995 | 0.215646740850047 |
32 | 6.4 | 6.04283887642183 | 0.357161123578167 |
33 | 5.4 | 5.86918593463533 | -0.469185934635329 |
34 | 7.3 | 7.28113766612666 | 0.018862333873337 |
35 | 6.3 | 5.84442725375446 | 0.455572746245541 |
36 | 5.4 | 5.86711338940893 | -0.467113389408931 |
37 | 7.1 | 6.98759961464769 | 0.112400385352307 |
38 | 8.7 | 8.65309520868143 | 0.0469047913185724 |
39 | 7.6 | 7.64367596980897 | -0.0436759698089678 |
40 | 6 | 5.56543878953678 | 0.434561210463224 |
41 | 7 | 7.13931887512224 | -0.139318875122242 |
42 | 7.6 | 7.72766374358003 | -0.127663743580028 |
43 | 8.9 | 7.9254314433643 | 0.974568556635697 |
44 | 7.6 | 6.3622219239044 | 1.23777807609559 |
45 | 5.5 | 7.70153134264072 | -2.20153134264072 |
46 | 7.4 | 7.00923216925154 | 0.390767830748458 |
47 | 7.1 | 7.5582702075206 | -0.458270207520604 |
48 | 7.6 | 7.44014588252044 | 0.159854117479563 |
49 | 8.7 | 7.81928944533811 | 0.880710554661889 |
50 | 8.6 | 7.28524912194659 | 1.31475087805341 |
51 | 5.4 | 5.42072372747596 | -0.0207237274759617 |
52 | 5.7 | 8.00136457405565 | -2.30136457405565 |
53 | 8.7 | 8.26598513242856 | 0.43401486757144 |
54 | 6.1 | 5.86494029911889 | 0.235059700881109 |
55 | 7.3 | 7.34083489637007 | -0.0408348963700659 |
56 | 7.7 | 7.08125403368949 | 0.618745966310511 |
57 | 9 | 8.35085153431448 | 0.649148465685522 |
58 | 8.2 | 6.96165412201869 | 1.23834587798131 |
59 | 7.1 | 7.42559943164379 | -0.325599431643793 |
60 | 7.9 | 8.05765539797814 | -0.157655397978137 |
61 | 6.6 | 7.97593369415277 | -1.37593369415277 |
62 | 8 | 6.72455384693211 | 1.27544615306789 |
63 | 6.3 | 6.46814342742566 | -0.168143427425665 |
64 | 6 | 5.60482360449845 | 0.395176395501548 |
65 | 5.4 | 5.34345892307573 | 0.0565410769242686 |
66 | 7.6 | 7.25882887555539 | 0.341171124444609 |
67 | 6.4 | 6.66781803177802 | -0.26781803177802 |
68 | 6.1 | 6.34636332010142 | -0.246363320101416 |
69 | 5.2 | 6.3290587952819 | -1.1290587952819 |
70 | 6.6 | 6.39584743930823 | 0.204152560691774 |
71 | 7.6 | 8.07290153985983 | -0.472901539859832 |
72 | 5.8 | 5.59630440096636 | 0.203695599033645 |
73 | 7.9 | 7.05969764902249 | 0.84030235097751 |
74 | 8.6 | 7.81510846490016 | 0.784891535099836 |
75 | 8.2 | 7.07949104208315 | 1.12050895791685 |
76 | 7.1 | 7.61089013783142 | -0.510890137831423 |
77 | 6.4 | 6.89280400710815 | -0.49280400710815 |
78 | 7.6 | 7.81315503652094 | -0.213155036520937 |
79 | 8.9 | 8.32728329052081 | 0.572716709479193 |
80 | 5.7 | 5.3852652553316 | 0.314734744668397 |
81 | 7.1 | 7.63128092996404 | -0.531280929964039 |
82 | 7.4 | 7.43367578289168 | -0.0336757828916785 |
83 | 6.6 | 6.30703740964634 | 0.292962590353662 |
84 | 5 | 4.03773114336231 | 0.962268856637691 |
85 | 8.2 | 7.33144108214012 | 0.868558917859877 |
86 | 5.2 | 6.28753543893839 | -1.08753543893839 |
87 | 5.2 | 4.84275269273531 | 0.357247307264688 |
88 | 8.2 | 7.38377097961341 | 0.816229020386587 |
89 | 7.3 | 7.56086312975958 | -0.260863129759583 |
90 | 8.2 | 7.04050126295584 | 1.15949873704416 |
91 | 7.4 | 7.00233785708874 | 0.397662142911256 |
92 | 4.8 | 5.06595440880712 | -0.265954408807118 |
93 | 7.6 | 7.85572088004449 | -0.255720880044495 |
94 | 8.9 | 8.30590626828452 | 0.594093731715477 |
95 | 7.7 | 7.08935474053577 | 0.610645259464233 |
96 | 7.3 | 7.12721216968363 | 0.172787830316371 |
97 | 6.3 | 6.62760731731528 | -0.327607317315283 |
98 | 5.4 | 5.97372884855862 | -0.573728848558622 |
99 | 6.4 | 6.99180057009893 | -0.591800570098929 |
100 | 6.4 | 6.57084134755266 | -0.170841347552661 |
101 | 5.4 | 6.41005641778016 | -1.01005641778016 |
102 | 8.7 | 7.95374671629713 | 0.74625328370287 |
103 | 6.1 | 6.74146562017939 | -0.641465620179387 |
104 | 8.4 | 8.3227356472639 | 0.0772643527360997 |
105 | 7.9 | 7.16189606771096 | 0.738103932289041 |
106 | 7 | 7.20392206187764 | -0.203922061877645 |
107 | 8.7 | 8.67740572722238 | 0.0225942727776243 |
108 | 7.9 | 7.72498319436553 | 0.175016805634471 |
109 | 7.1 | 7.6949430556354 | -0.594943055635402 |
110 | 5.8 | 5.76778430090106 | 0.0322156990989371 |
111 | 8.4 | 7.92627156730676 | 0.473728432693239 |
112 | 7.1 | 7.40253117824308 | -0.30253117824308 |
113 | 7.6 | 7.74734113664977 | -0.147341136649769 |
114 | 7.3 | 7.74112080510211 | -0.441120805102113 |
115 | 8 | 6.96899889449811 | 1.03100110550189 |
116 | 6.1 | 6.89354095808515 | -0.793540958085146 |
117 | 8.7 | 7.87340583789361 | 0.82659416210639 |
118 | 5.8 | 5.73840621632138 | 0.0615937836786194 |
119 | 6.4 | 6.69893123761763 | -0.298931237617632 |
120 | 6.4 | 6.14699295931341 | 0.253007040686589 |
121 | 9 | 8.46090620182384 | 0.539093798176164 |
122 | 6.4 | 6.77377143677727 | -0.373771436777266 |
123 | 6 | 5.69448747987519 | 0.305512520124805 |
124 | 8.7 | 8.51779751276468 | 0.182202487235325 |
125 | 5 | 5.3963198313876 | -0.3963198313876 |
126 | 7.4 | 6.50868278948939 | 0.89131721051061 |
127 | 8.6 | 7.47662249996102 | 1.12337750003898 |
128 | 5.8 | 5.81456611428695 | -0.0145661142869546 |
129 | 9.8 | 8.1768580806151 | 1.6231419193849 |
130 | 4.8 | 5.2762726094994 | -0.4762726094994 |
131 | 7 | 7.558110379587 | -0.558110379586998 |
132 | 5.5 | 7.8865152199866 | -2.3865152199866 |
133 | 5 | 4.16916283310795 | 0.830837166892049 |
134 | 6 | 6.00510289682151 | -0.00510289682151349 |
135 | 8 | 7.15559557771929 | 0.844404422280714 |
136 | 7.9 | 8.27642371810068 | -0.376423718100678 |
137 | 4.8 | 5.35906646615892 | -0.55906646615892 |
138 | 6.4 | 7.03527959064555 | -0.635279590645549 |
139 | 4.8 | 5.24111797512688 | -0.441117975126882 |
140 | 6.4 | 6.98934629920423 | -0.589346299204228 |
141 | 6.8 | 6.69372947816781 | 0.106270521832187 |
142 | 7.9 | 8.00997860098935 | -0.109978600989345 |
143 | 8.9 | 8.18730501585109 | 0.712694984148909 |
144 | 7.4 | 7.9128380576988 | -0.512838057698796 |
145 | 7 | 7.54290275559228 | -0.542902755592275 |
146 | 7 | 7.58000067347245 | -0.580000673472451 |
147 | 6 | 6.06283606485969 | -0.0628360648596939 |
148 | 7.4 | 7.01780589670514 | 0.382194103294865 |
149 | 7.6 | 6.56636590525384 | 1.03363409474616 |
150 | 4.8 | 6.40647288485241 | -1.60647288485241 |
151 | 7.3 | 7.89908832962354 | -0.599088329623539 |
152 | 6.3 | 6.19009512373126 | 0.109904876268742 |
153 | 5 | 5.42088320595605 | -0.420883205956049 |
154 | 7.1 | 7.48654732502954 | -0.386547325029543 |
155 | 6.3 | 6.01561095867341 | 0.284389041326591 |
156 | 6.8 | 7.59038295362994 | -0.790382953629945 |
157 | 5.2 | 5.11643101135849 | 0.0835689886415112 |
158 | 6.3 | 6.70891762981825 | -0.408917629818245 |
159 | 6.1 | 6.47926175799939 | -0.37926175799939 |
160 | 7.3 | 7.68295502652778 | -0.382955026527778 |
161 | 5.4 | 6.11288081212094 | -0.712880812120941 |
162 | 8 | 7.87864042829203 | 0.121359571707975 |
163 | 7.4 | 6.513344287976 | 0.886655712023999 |
164 | 7.3 | 6.51267914587915 | 0.787320854120845 |
165 | 7.3 | 6.43184935142486 | 0.868150648575143 |
166 | 6.4 | 6.89768034640429 | -0.497680346404291 |
167 | 5.7 | 5.65279853131161 | 0.0472014686883892 |
168 | 5.7 | 4.83552361923154 | 0.864476380768459 |
169 | 6.6 | 6.60822939514685 | -0.00822939514685392 |
170 | 6.3 | 6.22987984406683 | 0.070120155933173 |
171 | 5.4 | 6.47922145851929 | -1.07922145851929 |
172 | 7.4 | 7.85632012286239 | -0.456320122862391 |
173 | 8.6 | 8.09148421980473 | 0.508515780195271 |
174 | 7.3 | 7.24954852447721 | 0.0504514755227876 |
175 | 6.3 | 5.86131870253493 | 0.438681297465075 |
176 | 8.7 | 8.0140936337101 | 0.685906366289901 |
177 | 8.6 | 8.26456142224921 | 0.33543857775079 |
178 | 8.4 | 8.18299830215699 | 0.217001697843011 |
179 | 7.4 | 7.88015012335468 | -0.480150123354675 |
180 | 9.9 | 8.21738680885283 | 1.68261319114717 |
181 | 8 | 7.32903953985922 | 0.670960460140783 |
182 | 7.9 | 8.30835442543924 | -0.408354425439239 |
183 | 9.8 | 8.29330224879302 | 1.50669775120698 |
184 | 8.9 | 8.14431009025396 | 0.755689909746036 |
185 | 6.8 | 7.72280087347925 | -0.922800873479255 |
186 | 7.4 | 8.16195300175352 | -0.761953001753523 |
187 | 4.7 | 6.05386651160203 | -1.35386651160203 |
188 | 5.4 | 5.51959192349494 | -0.119591923494937 |
189 | 7 | 7.11584991266336 | -0.11584991266336 |
190 | 7.1 | 7.94036593530296 | -0.84036593530296 |
191 | 6.3 | 6.6174961350437 | -0.317496135043697 |
192 | 5.5 | 6.97173886608348 | -1.47173886608348 |
193 | 5.4 | 5.53518703744443 | -0.135187037444429 |
194 | 5.4 | 5.51502345310222 | -0.115023453102222 |
195 | 4.8 | 5.6735090703741 | -0.873509070374103 |
196 | 8.2 | 7.17537395636885 | 1.02462604363115 |
197 | 7.9 | 7.90161350883763 | -0.00161350883762543 |
198 | 8.6 | 8.24815635268036 | 0.351843647319637 |
199 | 8.2 | 7.27510920349151 | 0.924890796508491 |
200 | 8.6 | 8.23980278980658 | 0.360197210193417 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.917857718132138 | 0.164284563735724 | 0.0821422818678618 |
9 | 0.93556384944326 | 0.128872301113481 | 0.0644361505567403 |
10 | 0.944865089630539 | 0.110269820738922 | 0.0551349103694609 |
11 | 0.911429164801846 | 0.177141670396309 | 0.0885708351981545 |
12 | 0.87944107722777 | 0.241117845544461 | 0.120558922772231 |
13 | 0.864906320259436 | 0.270187359481127 | 0.135093679740564 |
14 | 0.836937734176161 | 0.326124531647679 | 0.163062265823839 |
15 | 0.847559871738653 | 0.304880256522694 | 0.152440128261347 |
16 | 0.897358478154478 | 0.205283043691044 | 0.102641521845522 |
17 | 0.8559135305701 | 0.2881729388598 | 0.1440864694299 |
18 | 0.813040333472821 | 0.373919333054359 | 0.186959666527179 |
19 | 0.759457086582138 | 0.481085826835724 | 0.240542913417862 |
20 | 0.710606319288794 | 0.578787361422411 | 0.289393680711206 |
21 | 0.646042162533651 | 0.707915674932698 | 0.353957837466349 |
22 | 0.828987044581164 | 0.342025910837672 | 0.171012955418836 |
23 | 0.879162918610246 | 0.241674162779507 | 0.120837081389754 |
24 | 0.872470971502842 | 0.255058056994316 | 0.127529028497158 |
25 | 0.953282083563948 | 0.0934358328721045 | 0.0467179164360523 |
26 | 0.937072362255296 | 0.125855275489407 | 0.0629276377447035 |
27 | 0.970109554385715 | 0.0597808912285697 | 0.0298904456142849 |
28 | 0.971719174079117 | 0.0565616518417652 | 0.0282808259208826 |
29 | 0.983409309811414 | 0.0331813803771714 | 0.0165906901885857 |
30 | 0.984259671638859 | 0.0314806567222812 | 0.0157403283611406 |
31 | 0.980796730876594 | 0.0384065382468127 | 0.0192032691234063 |
32 | 0.976437827103845 | 0.0471243457923101 | 0.0235621728961551 |
33 | 0.968901608375888 | 0.0621967832482232 | 0.0310983916241116 |
34 | 0.960982701292702 | 0.0780345974145966 | 0.0390172987072983 |
35 | 0.957250016855893 | 0.0854999662882148 | 0.0427499831441074 |
36 | 0.950205654566032 | 0.0995886908679352 | 0.0497943454339676 |
37 | 0.936816493323098 | 0.126367013353805 | 0.0631835066769025 |
38 | 0.924320024487109 | 0.151359951025782 | 0.075679975512891 |
39 | 0.906839988640589 | 0.186320022718823 | 0.0931600113594115 |
40 | 0.894872492948188 | 0.210255014103624 | 0.105127507051812 |
41 | 0.870177087864818 | 0.259645824270364 | 0.129822912135182 |
42 | 0.841954109185461 | 0.316091781629077 | 0.158045890814539 |
43 | 0.867210963426285 | 0.265578073147429 | 0.132789036573715 |
44 | 0.912380382126975 | 0.175239235746049 | 0.0876196178730246 |
45 | 0.980473511257394 | 0.0390529774852123 | 0.0195264887426062 |
46 | 0.977212704781 | 0.0455745904380003 | 0.0227872952190002 |
47 | 0.972625806688317 | 0.0547483866233658 | 0.0273741933116829 |
48 | 0.965170442472826 | 0.0696591150543477 | 0.0348295575271738 |
49 | 0.968328890876531 | 0.0633422182469387 | 0.0316711091234693 |
50 | 0.980306537434804 | 0.0393869251303927 | 0.0196934625651964 |
51 | 0.974647257977065 | 0.0507054840458708 | 0.0253527420229354 |
52 | 0.996864580289921 | 0.00627083942015844 | 0.00313541971007922 |
53 | 0.996264124150149 | 0.00747175169970247 | 0.00373587584985124 |
54 | 0.994870386964692 | 0.0102592260706151 | 0.00512961303530754 |
55 | 0.992974132811153 | 0.0140517343776944 | 0.00702586718884721 |
56 | 0.991665536421568 | 0.016668927156865 | 0.00833446357843249 |
57 | 0.991366563469921 | 0.0172668730601581 | 0.00863343653007906 |
58 | 0.993766425790916 | 0.0124671484181689 | 0.00623357420908443 |
59 | 0.992247554461653 | 0.0155048910766937 | 0.00775244553834684 |
60 | 0.989920592856632 | 0.0201588142867369 | 0.0100794071433684 |
61 | 0.994969608567131 | 0.0100607828657371 | 0.00503039143286853 |
62 | 0.996666866658853 | 0.00666626668229323 | 0.00333313334114662 |
63 | 0.995687940339381 | 0.00862411932123834 | 0.00431205966061917 |
64 | 0.994309027396038 | 0.011381945207924 | 0.00569097260396199 |
65 | 0.992463623849555 | 0.0150727523008891 | 0.00753637615044455 |
66 | 0.990308393965752 | 0.0193832120684962 | 0.0096916060342481 |
67 | 0.987910712342527 | 0.0241785753149458 | 0.0120892876574729 |
68 | 0.984959193270449 | 0.0300816134591019 | 0.0150408067295509 |
69 | 0.990216261862399 | 0.0195674762752021 | 0.00978373813760105 |
70 | 0.987151378985494 | 0.0256972420290126 | 0.0128486210145063 |
71 | 0.985180668125996 | 0.0296386637480075 | 0.0148193318740038 |
72 | 0.980798673190408 | 0.0384026536191834 | 0.0192013268095917 |
73 | 0.980818244741015 | 0.0383635105179697 | 0.0191817552589848 |
74 | 0.98001117562522 | 0.0399776487495593 | 0.0199888243747797 |
75 | 0.983357186029191 | 0.0332856279416188 | 0.0166428139708094 |
76 | 0.981728164378421 | 0.0365436712431583 | 0.0182718356215791 |
77 | 0.979774307685219 | 0.0404513846295612 | 0.0202256923147806 |
78 | 0.97497379759829 | 0.0500524048034207 | 0.0250262024017103 |
79 | 0.971408241755993 | 0.0571835164880141 | 0.028591758244007 |
80 | 0.964617375006709 | 0.0707652499865819 | 0.0353826249932909 |
81 | 0.961554904731029 | 0.0768901905379426 | 0.0384450952689713 |
82 | 0.952300191611969 | 0.0953996167760615 | 0.0476998083880307 |
83 | 0.941872228157445 | 0.11625554368511 | 0.0581277718425551 |
84 | 0.945114832513098 | 0.109770334973803 | 0.0548851674869016 |
85 | 0.945639117188066 | 0.108721765623867 | 0.0543608828119335 |
86 | 0.960422398870311 | 0.0791552022593783 | 0.0395776011296892 |
87 | 0.95257398791918 | 0.0948520241616402 | 0.0474260120808201 |
88 | 0.951793817138965 | 0.0964123657220692 | 0.0482061828610346 |
89 | 0.94299488680046 | 0.114010226399081 | 0.0570051131995404 |
90 | 0.954081773457772 | 0.0918364530844566 | 0.0459182265422283 |
91 | 0.945605466548994 | 0.108789066902013 | 0.0543945334510064 |
92 | 0.937205661515055 | 0.12558867696989 | 0.0627943384849448 |
93 | 0.926037797233745 | 0.147924405532509 | 0.0739622027662547 |
94 | 0.918380473608475 | 0.163239052783051 | 0.0816195263915254 |
95 | 0.911111912951033 | 0.177776174097933 | 0.0888880870489666 |
96 | 0.894821529435441 | 0.210356941129118 | 0.105178470564559 |
97 | 0.881528608173258 | 0.236942783653484 | 0.118471391826742 |
98 | 0.876096360625204 | 0.247807278749593 | 0.123903639374796 |
99 | 0.870513775912018 | 0.258972448175963 | 0.129486224087982 |
100 | 0.849782915802855 | 0.30043416839429 | 0.150217084197145 |
101 | 0.871187677150537 | 0.257624645698925 | 0.128812322849463 |
102 | 0.86795777630872 | 0.26408444738256 | 0.13204222369128 |
103 | 0.864181818911527 | 0.271636362176945 | 0.135818181088473 |
104 | 0.840463813971327 | 0.319072372057345 | 0.159536186028673 |
105 | 0.836483692350473 | 0.327032615299053 | 0.163516307649527 |
106 | 0.812660082267005 | 0.374679835465989 | 0.187339917732995 |
107 | 0.784129531737522 | 0.431740936524957 | 0.215870468262478 |
108 | 0.754104882787296 | 0.491790234425407 | 0.245895117212704 |
109 | 0.744570397061384 | 0.510859205877233 | 0.255429602938616 |
110 | 0.71168177592147 | 0.57663644815706 | 0.28831822407853 |
111 | 0.68666933474677 | 0.626661330506461 | 0.31333066525323 |
112 | 0.65708936339266 | 0.68582127321468 | 0.34291063660734 |
113 | 0.620901659654063 | 0.758196680691875 | 0.379098340345937 |
114 | 0.59881631797354 | 0.802367364052919 | 0.40118368202646 |
115 | 0.625883330876106 | 0.748233338247787 | 0.374116669123894 |
116 | 0.63331341800514 | 0.73337316398972 | 0.36668658199486 |
117 | 0.634265846159414 | 0.731468307681172 | 0.365734153840586 |
118 | 0.595034359802191 | 0.809931280395618 | 0.404965640197809 |
119 | 0.561799226538429 | 0.876401546923143 | 0.438200773461571 |
120 | 0.523931226087801 | 0.952137547824397 | 0.476068773912199 |
121 | 0.50055314136408 | 0.99889371727184 | 0.49944685863592 |
122 | 0.470130813667513 | 0.940261627335025 | 0.529869186332487 |
123 | 0.435981319391016 | 0.871962638782032 | 0.564018680608984 |
124 | 0.396615729366263 | 0.793231458732525 | 0.603384270633737 |
125 | 0.367709366162015 | 0.73541873232403 | 0.632290633837985 |
126 | 0.385643051135608 | 0.771286102271216 | 0.614356948864392 |
127 | 0.441847937774794 | 0.883695875549589 | 0.558152062225206 |
128 | 0.40284891299335 | 0.805697825986701 | 0.59715108700665 |
129 | 0.579214187442018 | 0.841571625115963 | 0.420785812557982 |
130 | 0.55166446964585 | 0.896671060708299 | 0.44833553035415 |
131 | 0.525445498376809 | 0.949109003246383 | 0.474554501623191 |
132 | 0.839952548023199 | 0.320094903953601 | 0.160047451976801 |
133 | 0.864478976693146 | 0.271042046613709 | 0.135521023306854 |
134 | 0.842742233046534 | 0.314515533906932 | 0.157257766953466 |
135 | 0.853021559866497 | 0.293956880267006 | 0.146978440133503 |
136 | 0.830581315307561 | 0.338837369384879 | 0.169418684692439 |
137 | 0.811481118195068 | 0.377037763609865 | 0.188518881804932 |
138 | 0.798154795221281 | 0.403690409557437 | 0.201845204778719 |
139 | 0.771363853889849 | 0.457272292220301 | 0.228636146110151 |
140 | 0.753135497889005 | 0.49372900422199 | 0.246864502110995 |
141 | 0.717411055677489 | 0.565177888645022 | 0.282588944322511 |
142 | 0.678179670217074 | 0.643640659565853 | 0.321820329782926 |
143 | 0.672363489733611 | 0.655273020532778 | 0.327636510266389 |
144 | 0.64641425214503 | 0.707171495709941 | 0.35358574785497 |
145 | 0.624209687217816 | 0.751580625564367 | 0.375790312782184 |
146 | 0.607355555900572 | 0.785288888198855 | 0.392644444099428 |
147 | 0.562708027456987 | 0.874583945086026 | 0.437291972543013 |
148 | 0.527044127645579 | 0.945911744708842 | 0.472955872354421 |
149 | 0.605200821550393 | 0.789598356899215 | 0.394799178449607 |
150 | 0.729067167074196 | 0.541865665851607 | 0.270932832925803 |
151 | 0.716404584125221 | 0.567190831749558 | 0.283595415874779 |
152 | 0.67519670166639 | 0.64960659666722 | 0.32480329833361 |
153 | 0.639732801744526 | 0.720534396510947 | 0.360267198255474 |
154 | 0.613527238501072 | 0.772945522997855 | 0.386472761498928 |
155 | 0.577893371604052 | 0.844213256791896 | 0.422106628395948 |
156 | 0.612379170839137 | 0.775241658321727 | 0.387620829160863 |
157 | 0.568677402435657 | 0.862645195128687 | 0.431322597564343 |
158 | 0.539080634359335 | 0.92183873128133 | 0.460919365640665 |
159 | 0.505474344913231 | 0.989051310173538 | 0.494525655086769 |
160 | 0.491324756831628 | 0.982649513663256 | 0.508675243168372 |
161 | 0.514941652327574 | 0.970116695344852 | 0.485058347672426 |
162 | 0.464096589681303 | 0.928193179362606 | 0.535903410318697 |
163 | 0.451054228169628 | 0.902108456339256 | 0.548945771830372 |
164 | 0.467737538970252 | 0.935475077940504 | 0.532262461029748 |
165 | 0.49456115834746 | 0.989122316694919 | 0.50543884165254 |
166 | 0.455173981409478 | 0.910347962818955 | 0.544826018590522 |
167 | 0.403960144454559 | 0.807920288909118 | 0.596039855545441 |
168 | 0.521914495389461 | 0.956171009221077 | 0.478085504610539 |
169 | 0.478057619606874 | 0.956115239213749 | 0.521942380393126 |
170 | 0.43070720442652 | 0.86141440885304 | 0.56929279557348 |
171 | 0.533034632293468 | 0.933930735413063 | 0.466965367706532 |
172 | 0.509526577591055 | 0.98094684481789 | 0.490473422408945 |
173 | 0.472843109962972 | 0.945686219925944 | 0.527156890037028 |
174 | 0.421611903896743 | 0.843223807793485 | 0.578388096103257 |
175 | 0.364034339296517 | 0.728068678593033 | 0.635965660703483 |
176 | 0.332961262651902 | 0.665922525303804 | 0.667038737348098 |
177 | 0.29355165646077 | 0.58710331292154 | 0.70644834353923 |
178 | 0.23910435396726 | 0.478208707934521 | 0.76089564603274 |
179 | 0.202339939622065 | 0.404679879244129 | 0.797660060377935 |
180 | 0.27028855241032 | 0.540577104820639 | 0.72971144758968 |
181 | 0.263962706456128 | 0.527925412912257 | 0.736037293543872 |
182 | 0.225020970979479 | 0.450041941958958 | 0.774979029020521 |
183 | 0.469227829876164 | 0.938455659752328 | 0.530772170123836 |
184 | 0.818707927290691 | 0.362584145418619 | 0.181292072709309 |
185 | 0.75735523558664 | 0.485289528826719 | 0.24264476441336 |
186 | 0.675508624297206 | 0.648982751405587 | 0.324491375702794 |
187 | 0.644586284623356 | 0.710827430753287 | 0.355413715376644 |
188 | 0.699723175785607 | 0.600553648428785 | 0.300276824214393 |
189 | 0.678980708358193 | 0.642038583283614 | 0.321019291641807 |
190 | 0.591222006467264 | 0.817555987065471 | 0.408777993532736 |
191 | 0.467465746487379 | 0.934931492974757 | 0.532534253512621 |
192 | 0.401252889253206 | 0.802505778506411 | 0.598747110746794 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 4 | 0.0216216216216216 | NOK |
5% type I error level | 33 | 0.178378378378378 | NOK |
10% type I error level | 53 | 0.286486486486487 | NOK |