Multiple Linear Regression - Estimated Regression Equation |
gewicht[t] = -291.277429489149 + 0.000140999570414567dichtheid[t] -0.123051384902782lichaamsvet[t] -0.116881852256061leeftijd[t] + 0.794105750968836grootte[t] + 1.19639559784944nekomtrek[t] + 0.744432389226988borstomtrek[t] + 0.447495182813054buikomtrek[t] + 1.43458595093597heupomtrek[t] + 0.175360524715819dijomtrek[t] + 1.1282040928431knieomtrek[t] + 0.776140676091069enkelomtrek[t] + 0.581831973572272bicepsomtrek[t] + 0.0970733916540659voorarmomtrek[t] + 1.20239039366935`polsomtrek `[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) | -291.277429489149 | 10.566795 | -27.5654 | 0 | 0 |
dichtheid | 0.000140999570414567 | 0.000562 | 0.251 | 0.802031 | 0.401016 |
lichaamsvet | -0.123051384902782 | 0.080461 | -1.5293 | 0.127516 | 0.063758 |
leeftijd | -0.116881852256061 | 0.038787 | -3.0134 | 0.002864 | 0.001432 |
grootte | 0.794105750968836 | 0.104007 | 7.6351 | 0 | 0 |
nekomtrek | 1.19639559784944 | 0.272259 | 4.3943 | 1.7e-05 | 8e-06 |
borstomtrek | 0.744432389226988 | 0.10943 | 6.8028 | 0 | 0 |
buikomtrek | 0.447495182813054 | 0.125226 | 3.5735 | 0.000427 | 0.000213 |
heupomtrek | 1.43458595093597 | 0.151129 | 9.4924 | 0 | 0 |
dijomtrek | 0.175360524715819 | 0.176056 | 0.9961 | 0.320242 | 0.160121 |
knieomtrek | 1.1282040928431 | 0.287287 | 3.9271 | 0.000113 | 5.6e-05 |
enkelomtrek | 0.776140676091069 | 0.263196 | 2.9489 | 0.003508 | 0.001754 |
bicepsomtrek | 0.581831973572272 | 0.203486 | 2.8593 | 0.004624 | 0.002312 |
voorarmomtrek | 0.0970733916540659 | 0.242797 | 0.3998 | 0.689654 | 0.344827 |
`polsomtrek ` | 1.20239039366935 | 0.653091 | 1.8411 | 0.06686 | 0.03343 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.985141548584998 |
R-squared | 0.970503870748449 |
Adjusted R-squared | 0.9687614833665 |
F-TEST (value) | 556.996613269387 |
F-TEST (DF numerator) | 14 |
F-TEST (DF denominator) | 237 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 5.19436391841762 |
Sum Squared Residuals | 6394.59571451925 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 154.25 | 157.407456166155 | -3.15745616615471 |
2 | 173.25 | 171.752969500168 | 1.49703049983232 |
3 | 154 | 162.884364922422 | -8.8843649224221 |
4 | 184.75 | 181.572035887372 | 3.1779641126277 |
5 | 184.25 | 184.973514916096 | -0.723514916095714 |
6 | 210.25 | 210.704692725164 | -0.454692725163745 |
7 | 181 | 180.229047284603 | 0.770952715396648 |
8 | 176 | 177.772731838354 | -1.77273183835384 |
9 | 191 | 185.028921195159 | 5.97107880484091 |
10 | 198.25 | 202.201540372582 | -3.95154037258239 |
11 | 186.25 | 184.405676582561 | 1.84432341743868 |
12 | 216 | 209.284579250298 | 6.71542074970176 |
13 | 180.5 | 184.99654098446 | -4.49654098446008 |
14 | 205.25 | 210.583959892437 | -5.33395989243743 |
15 | 187.75 | 189.063534617729 | -1.31353461772919 |
16 | 162.75 | 169.660737362125 | -6.91073736212483 |
17 | 195.75 | 195.649451456089 | 0.100548543910551 |
18 | 209.25 | 211.919873649359 | -2.66987364935927 |
19 | 183.75 | 190.287375905422 | -6.53737590542239 |
20 | 211.75 | 213.318143243447 | -1.56814324344661 |
21 | 179 | 190.802966638217 | -11.8029666382171 |
22 | 200.5 | 209.694682503945 | -9.19468250394541 |
23 | 140.25 | 139.304628675263 | 0.945371324737013 |
24 | 148.75 | 144.800676069857 | 3.94932393014264 |
25 | 151.25 | 149.073695181557 | 2.17630481844316 |
26 | 159.25 | 156.873493037511 | 2.37650696248935 |
27 | 131.5 | 127.905751049455 | 3.59424895054539 |
28 | 148 | 158.845268496668 | -10.8452684966677 |
29 | 133.25 | 136.627839370718 | -3.37783937071782 |
30 | 160.75 | 164.901932617008 | -4.15193261700768 |
31 | 182 | 191.353108478949 | -9.35310847894861 |
32 | 160.25 | 171.424451821241 | -11.1744518212407 |
33 | 168 | 160.281150285592 | 7.71884971440752 |
34 | 218.5 | 218.833541264616 | -0.33354126461555 |
35 | 247.25 | 245.738478615274 | 1.51152138472567 |
36 | 191.75 | 212.141086123098 | -20.3910861230978 |
37 | 202.25 | 200.906862335153 | 1.34313766484709 |
38 | 196.75 | 201.746637106708 | -4.99663710670767 |
39 | 363.15 | 347.043022605652 | 16.1069773943477 |
40 | 203 | 203.636644932896 | -0.636644932895706 |
41 | 262.75 | 267.225830515848 | -4.47583051584774 |
42 | 205 | 181.449895254943 | 23.5501047450574 |
43 | 217 | 222.46699738928 | -5.46699738927959 |
44 | 212 | 207.061834484175 | 4.938165515825 |
45 | 125.25 | 121.320773102156 | 3.92922689784351 |
46 | 164.25 | 165.639159322383 | -1.38915932238275 |
47 | 133.5 | 128.944888605137 | 4.55511139486312 |
48 | 148.5 | 147.793936338412 | 0.706063661587708 |
49 | 135.75 | 136.979826504587 | -1.22982650458744 |
50 | 127.5 | 119.622155649546 | 7.87784435045358 |
51 | 158.25 | 156.596556042092 | 1.65344395790839 |
52 | 139.25 | 135.84027583818 | 3.4097241618197 |
53 | 137.25 | 135.403564325817 | 1.84643567418269 |
54 | 152.75 | 157.083970085878 | -4.33397008587796 |
55 | 136.25 | 137.708669660872 | -1.45866966087201 |
56 | 198 | 190.275715325807 | 7.72428467419253 |
57 | 181.5 | 185.123604852621 | -3.62360485262139 |
58 | 201.25 | 205.926148341199 | -4.67614834119898 |
59 | 202.5 | 190.568725710288 | 11.9312742897119 |
60 | 179.75 | 179.204995976936 | 0.545004023064027 |
61 | 216 | 209.144316666491 | 6.85568333350897 |
62 | 178.75 | 175.049016666763 | 3.70098333323703 |
63 | 193.25 | 188.21573328318 | 5.03426671682031 |
64 | 178 | 182.3582900626 | -4.35829006260014 |
65 | 205.5 | 206.793713513128 | -1.29371351312837 |
66 | 183.5 | 193.625454827729 | -10.1254548277294 |
67 | 151.5 | 147.290626510303 | 4.20937348969723 |
68 | 154.75 | 154.869455695629 | -0.119455695628558 |
69 | 155.25 | 155.306276224037 | -0.0562762240372315 |
70 | 156.75 | 153.090086900622 | 3.65991309937802 |
71 | 167.5 | 168.319279943495 | -0.81927994349502 |
72 | 146.75 | 155.362629724805 | -8.61262972480497 |
73 | 160.75 | 161.021522861508 | -0.271522861508329 |
74 | 125 | 122.63394509735 | 2.36605490265023 |
75 | 143 | 143.349639874539 | -0.349639874539383 |
76 | 148.25 | 147.86898209461 | 0.38101790539023 |
77 | 162.5 | 158.408163233373 | 4.09183676662731 |
78 | 177.75 | 172.359841787099 | 5.3901582129005 |
79 | 161.25 | 167.259440647489 | -6.0094406474886 |
80 | 171.25 | 179.368336448154 | -8.11833644815438 |
81 | 163.75 | 166.812566748852 | -3.06256674885223 |
82 | 150.25 | 160.199273935737 | -9.94927393573727 |
83 | 190.25 | 186.513935887445 | 3.73606411255536 |
84 | 170.75 | 168.699479411235 | 2.05052058876515 |
85 | 168 | 167.370298177205 | 0.629701822794919 |
86 | 167 | 169.943238547463 | -2.94323854746278 |
87 | 157.75 | 163.275062690341 | -5.52506269034107 |
88 | 160 | 162.935069265967 | -2.93506926596663 |
89 | 176.75 | 175.768108600164 | 0.981891399836002 |
90 | 176 | 173.133086171213 | 2.86691382878739 |
91 | 177 | 177.701852570965 | -0.701852570964755 |
92 | 179.75 | 183.482272260409 | -3.73227226040933 |
93 | 165.25 | 163.675279898864 | 1.57472010113634 |
94 | 192.5 | 191.749026237455 | 0.750973762544709 |
95 | 184.25 | 182.354871491107 | 1.89512850889318 |
96 | 224.5 | 218.939441664873 | 5.56055833512682 |
97 | 188.75 | 185.72055554999 | 3.02944445001002 |
98 | 162.5 | 168.609636065075 | -6.10963606507515 |
99 | 156.5 | 154.800867134353 | 1.6991328656465 |
100 | 197 | 195.709634599077 | 1.29036540092271 |
101 | 198.5 | 192.11590638285 | 6.38409361714973 |
102 | 173.75 | 169.815268629618 | 3.93473137038218 |
103 | 172.75 | 170.720433282908 | 2.02956671709172 |
104 | 196.75 | 194.171572971793 | 2.5784270282069 |
105 | 177 | 178.366680238693 | -1.36668023869281 |
106 | 165.5 | 157.867511569194 | 7.63248843080631 |
107 | 200.25 | 195.881944865397 | 4.3680551346031 |
108 | 203.25 | 200.779582753799 | 2.47041724620057 |
109 | 194 | 198.151773036306 | -4.1517730363062 |
110 | 168.5 | 168.530901226105 | -0.0309012261049508 |
111 | 170.75 | 171.257089383806 | -0.507089383806441 |
112 | 183.25 | 194.5601404109 | -11.3101404109 |
113 | 178.25 | 183.677121008545 | -5.42712100854513 |
114 | 163 | 165.455152825614 | -2.45515282561416 |
115 | 175.25 | 172.413570251198 | 2.83642974880243 |
116 | 158 | 154.316735502812 | 3.68326449718818 |
117 | 177.25 | 171.898680288915 | 5.35131971108527 |
118 | 179 | 178.79142895209 | 0.208571047910168 |
119 | 191 | 190.523235225098 | 0.476764774902148 |
120 | 187.5 | 182.108779530318 | 5.39122046968177 |
121 | 206.5 | 199.911569345111 | 6.58843065488937 |
122 | 185.25 | 187.094737850444 | -1.84473785044392 |
123 | 160.25 | 169.259486824943 | -9.00948682494346 |
124 | 151.5 | 155.146510934099 | -3.64651093409851 |
125 | 161 | 160.99008863176 | 0.00991136823967347 |
126 | 167 | 171.618733674573 | -4.61873367457275 |
127 | 177.5 | 171.741158768153 | 5.75884123184749 |
128 | 152.25 | 151.011729835598 | 1.23827016440157 |
129 | 192.25 | 186.435070075213 | 5.8149299247872 |
130 | 165.25 | 166.834829559073 | -1.5848295590733 |
131 | 171.75 | 163.466349863939 | 8.28365013606076 |
132 | 171.25 | 168.476030291675 | 2.77396970832522 |
133 | 197 | 190.071200535757 | 6.9287994642425 |
134 | 157 | 155.630460754012 | 1.36953924598786 |
135 | 168.25 | 168.435561179427 | -0.185561179427059 |
136 | 186 | 184.543508202473 | 1.45649179752674 |
137 | 166.75 | 159.002900686283 | 7.74709931371737 |
138 | 187.75 | 184.497268565567 | 3.25273143443329 |
139 | 168.25 | 167.426596461397 | 0.823403538603221 |
140 | 212.75 | 215.147663147239 | -2.39766314723881 |
141 | 176.75 | 176.790066489461 | -0.0400664894614745 |
142 | 173.25 | 173.839241944433 | -0.589241944433157 |
143 | 167 | 170.277959464424 | -3.27795946442437 |
144 | 159.75 | 154.468845076013 | 5.28115492398687 |
145 | 188.15 | 184.597789590073 | 3.55221040992657 |
146 | 156 | 158.127559377896 | -2.12755937789567 |
147 | 208.5 | 215.490506079733 | -6.99050607973344 |
148 | 206.5 | 209.319417892649 | -2.81941789264875 |
149 | 143.75 | 145.668193537288 | -1.91819353728784 |
150 | 223 | 229.76287653621 | -6.76287653621039 |
151 | 152.25 | 150.126631555429 | 2.12336844457091 |
152 | 241.75 | 235.304636565218 | 6.44536343478192 |
153 | 146 | 142.201675918768 | 3.79832408123182 |
154 | 156.75 | 161.72306695571 | -4.97306695571025 |
155 | 200.25 | 200.33418795092 | -0.0841879509196808 |
156 | 171.5 | 166.353607884035 | 5.14639211596452 |
157 | 205.75 | 205.297600890282 | 0.452399109717505 |
158 | 182.5 | 185.351352745938 | -2.85135274593816 |
159 | 136.5 | 136.252360463646 | 0.247639536353996 |
160 | 177.25 | 178.604518271765 | -1.35451827176489 |
161 | 151.25 | 147.187261344719 | 4.06273865528133 |
162 | 196 | 199.416822467888 | -3.41682246788816 |
163 | 184.25 | 189.072773343052 | -4.82277334305229 |
164 | 140 | 139.744212786564 | 0.255787213435657 |
165 | 218.75 | 215.521363856968 | 3.22863614303173 |
166 | 217 | 208.877173125039 | 8.12282687496134 |
167 | 166.25 | 161.816417588714 | 4.43358241128647 |
168 | 224.75 | 218.107671722017 | 6.64232827798313 |
169 | 228.25 | 227.476584707959 | 0.7734152920414 |
170 | 172.75 | 174.948440051557 | -2.19844005155655 |
171 | 152.25 | 151.502243288427 | 0.747756711572577 |
172 | 125.75 | 130.275866468117 | -4.5258664681168 |
173 | 177.25 | 174.442121155852 | 2.80787884414793 |
174 | 176.25 | 176.44900800289 | -0.199008002889699 |
175 | 226.75 | 233.536279490678 | -6.78627949067784 |
176 | 145.25 | 144.597538939014 | 0.652461060985624 |
177 | 151 | 155.762168539079 | -4.76216853907906 |
178 | 241.25 | 235.367088208193 | 5.88291179180698 |
179 | 187.25 | 187.597735546383 | -0.347735546382979 |
180 | 234.75 | 230.55549412232 | 4.19450587768045 |
181 | 219.25 | 219.578138959389 | -0.328138959388596 |
182 | 118.5 | 112.171751044667 | 6.32824895533264 |
183 | 145.75 | 148.877719935239 | -3.12771993523909 |
184 | 159.25 | 160.287779709553 | -1.03777970955346 |
185 | 170.5 | 171.35528142638 | -0.855281426380277 |
186 | 167.5 | 169.491146349645 | -1.99114634964546 |
187 | 232.75 | 230.472881032994 | 2.27711896700558 |
188 | 210.5 | 201.063193624111 | 9.43680637588889 |
189 | 202.25 | 204.365104897605 | -2.11510489760513 |
190 | 185 | 190.876225944447 | -5.87622594444718 |
191 | 153 | 147.893280427284 | 5.10671957271605 |
192 | 244.25 | 239.917850303492 | 4.33214969650796 |
193 | 193.5 | 194.100079934578 | -0.600079934578318 |
194 | 224.75 | 220.019560764618 | 4.73043923538194 |
195 | 162.75 | 161.452654541994 | 1.29734545800584 |
196 | 180 | 182.966882940759 | -2.96688294075854 |
197 | 156.25 | 163.1669986551 | -6.91699865509994 |
198 | 168 | 169.140116946223 | -1.14011694622278 |
199 | 167.25 | 169.825957290889 | -2.57595729088927 |
200 | 170.75 | 171.12117687303 | -0.371176873030019 |
201 | 178.25 | 180.215645311025 | -1.96564531102547 |
202 | 150 | 152.43400472506 | -2.43400472505991 |
203 | 200.5 | 198.670171936673 | 1.82982806332689 |
204 | 184 | 187.933194813577 | -3.93319481357657 |
205 | 223 | 217.866720364857 | 5.13327963514259 |
206 | 208.75 | 201.144366239751 | 7.60563376024936 |
207 | 166 | 172.563644775003 | -6.56364477500329 |
208 | 195 | 193.712915917663 | 1.28708408233679 |
209 | 160.5 | 155.776509031127 | 4.72349096887281 |
210 | 159.75 | 153.687743700564 | 6.06225629943637 |
211 | 140.5 | 138.566467027093 | 1.93353297290656 |
212 | 216.25 | 219.122108225176 | -2.87210822517623 |
213 | 168.25 | 174.102148806014 | -5.85214880601429 |
214 | 194.75 | 196.506239239315 | -1.75623923931528 |
215 | 172.75 | 166.013023984452 | 6.73697601554808 |
216 | 219 | 218.720592472332 | 0.27940752766753 |
217 | 149.25 | 152.610735815845 | -3.36073581584525 |
218 | 154.5 | 156.461899264118 | -1.96189926411847 |
219 | 199.25 | 200.1155878404 | -0.865587840400296 |
220 | 154.5 | 154.293653511712 | 0.206346488288173 |
221 | 153.25 | 172.776210666322 | -19.5262106663223 |
222 | 230 | 228.312358644653 | 1.68764135534676 |
223 | 161.75 | 161.569242816957 | 0.180757183043134 |
224 | 142.25 | 143.467725506593 | -1.21772550659332 |
225 | 179.75 | 184.12350813032 | -4.3735081303202 |
226 | 126.5 | 119.139959545329 | 7.36004045467069 |
227 | 169.5 | 172.236488530075 | -2.73648853007496 |
228 | 198.5 | 201.834054075461 | -3.3340540754615 |
229 | 174.5 | 176.765548644412 | -2.26554864441152 |
230 | 167.75 | 170.970020520714 | -3.22002052071391 |
231 | 147.75 | 145.389445015874 | 2.36055498412583 |
232 | 182.25 | 186.217640194468 | -3.96764019446763 |
233 | 175.5 | 172.820806694899 | 2.67919330510062 |
234 | 161.75 | 159.011201000733 | 2.7387989992672 |
235 | 157.75 | 159.998488818747 | -2.24848881874734 |
236 | 168.75 | 166.444583133974 | 2.30541686602589 |
237 | 191.5 | 190.539908786683 | 0.960091213317389 |
238 | 219.15 | 221.939400880851 | -2.78940088085061 |
239 | 155.25 | 159.997573689109 | -4.74757368910926 |
240 | 189.75 | 187.090176990459 | 2.65982300954061 |
241 | 127.5 | 125.824814708418 | 1.67518529158168 |
242 | 224.5 | 227.650123371432 | -3.15012337143218 |
243 | 234.25 | 225.065080371679 | 9.18491962832088 |
244 | 227.75 | 229.970276526254 | -2.2202765262538 |
245 | 199.5 | 199.619724383713 | -0.119724383712732 |
246 | 155.5 | 155.736384539122 | -0.236384539121779 |
247 | 215.5 | 219.659600774394 | -4.15960077439439 |
248 | 134.25 | 131.145853496802 | 3.10414650319785 |
249 | 201 | 201.522927930049 | -0.522927930048958 |
250 | 186.75 | 187.446266942474 | -0.696266942473569 |
251 | 190.75 | 186.133071343975 | 4.61692865602452 |
252 | 207.5 | 212.620157995044 | -5.12015799504367 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
18 | 0.0337718974808009 | 0.0675437949616017 | 0.966228102519199 |
19 | 0.00985296212426738 | 0.0197059242485348 | 0.990147037875733 |
20 | 0.0128456621208359 | 0.0256913242416718 | 0.987154337879164 |
21 | 0.00631512375526096 | 0.0126302475105219 | 0.993684876244739 |
22 | 0.0109590993167723 | 0.0219181986335446 | 0.989040900683228 |
23 | 0.00415140109052413 | 0.00830280218104826 | 0.995848598909476 |
24 | 0.00159503960717637 | 0.00319007921435275 | 0.998404960392824 |
25 | 0.000829981779867272 | 0.00165996355973454 | 0.999170018220133 |
26 | 0.0002890490829517 | 0.000578098165903399 | 0.999710950917048 |
27 | 9.66810760242928e-05 | 0.000193362152048586 | 0.999903318923976 |
28 | 0.00128205722306602 | 0.00256411444613203 | 0.998717942776934 |
29 | 0.000559934087292869 | 0.00111986817458574 | 0.999440065912707 |
30 | 0.000314428456130385 | 0.00062885691226077 | 0.99968557154387 |
31 | 0.000868171264356571 | 0.00173634252871314 | 0.999131828735643 |
32 | 0.00587813765307461 | 0.0117562753061492 | 0.994121862346925 |
33 | 0.00787799821611489 | 0.0157559964322298 | 0.992122001783885 |
34 | 0.0108313793081401 | 0.0216627586162803 | 0.98916862069186 |
35 | 0.0138251402127947 | 0.0276502804255895 | 0.986174859787205 |
36 | 0.0585319350988695 | 0.117063870197739 | 0.94146806490113 |
37 | 0.0413662178862166 | 0.0827324357724332 | 0.958633782113783 |
38 | 0.0293504562284227 | 0.0587009124568455 | 0.970649543771577 |
39 | 0.942325458443745 | 0.115349083112509 | 0.0576745415562547 |
40 | 0.957437156263386 | 0.0851256874732271 | 0.0425628437366136 |
41 | 0.949741798932681 | 0.100516402134638 | 0.0502582010673188 |
42 | 0.999901640857204 | 0.000196718285591175 | 9.83591427955877e-05 |
43 | 0.999896314032748 | 0.000207371934503544 | 0.000103685967251772 |
44 | 0.999926634207856 | 0.000146731584287816 | 7.33657921439082e-05 |
45 | 0.999927635235467 | 0.000144729529065917 | 7.23647645329585e-05 |
46 | 0.999895006203585 | 0.000209987592830888 | 0.000104993796415444 |
47 | 0.999858804793445 | 0.000282390413110321 | 0.00014119520655516 |
48 | 0.999868807820661 | 0.000262384358677735 | 0.000131192179338868 |
49 | 0.999799815775778 | 0.000400368448444699 | 0.000200184224222349 |
50 | 0.999819316777437 | 0.000361366445126956 | 0.000180683222563478 |
51 | 0.999721338749631 | 0.000557322500738372 | 0.000278661250369186 |
52 | 0.999625341654208 | 0.000749316691584116 | 0.000374658345792058 |
53 | 0.999480830692244 | 0.00103833861551284 | 0.000519169307756419 |
54 | 0.999887651359134 | 0.000224697281731294 | 0.000112348640865647 |
55 | 0.999884730494364 | 0.00023053901127105 | 0.000115269505635525 |
56 | 0.999972402527424 | 5.51949451525879e-05 | 2.7597472576294e-05 |
57 | 0.999985560463213 | 2.88790735734003e-05 | 1.44395367867002e-05 |
58 | 0.999983098681337 | 3.38026373267511e-05 | 1.69013186633755e-05 |
59 | 0.999999824428923 | 3.51142153135286e-07 | 1.75571076567643e-07 |
60 | 0.999999744235947 | 5.11528105597526e-07 | 2.55764052798763e-07 |
61 | 0.999999742865746 | 5.14268508894644e-07 | 2.57134254447322e-07 |
62 | 0.999999656577006 | 6.86845987103353e-07 | 3.43422993551677e-07 |
63 | 0.99999956105807 | 8.77883860724869e-07 | 4.38941930362434e-07 |
64 | 0.999999712208718 | 5.75582564948628e-07 | 2.87791282474314e-07 |
65 | 0.999999531046368 | 9.37907264733211e-07 | 4.68953632366606e-07 |
66 | 0.999999902222366 | 1.95555267019885e-07 | 9.77776335099427e-08 |
67 | 0.999999879177984 | 2.41644031875109e-07 | 1.20822015937555e-07 |
68 | 0.999999825142677 | 3.49714645157578e-07 | 1.74857322578789e-07 |
69 | 0.999999775280699 | 4.49438601218288e-07 | 2.24719300609144e-07 |
70 | 0.999999709276628 | 5.81446744791948e-07 | 2.90723372395974e-07 |
71 | 0.999999550101291 | 8.99797418600462e-07 | 4.49898709300231e-07 |
72 | 0.999999905521591 | 1.88956817850537e-07 | 9.44784089252687e-08 |
73 | 0.999999846487473 | 3.07025054595556e-07 | 1.53512527297778e-07 |
74 | 0.999999813053931 | 3.73892138198309e-07 | 1.86946069099155e-07 |
75 | 0.999999706799288 | 5.86401424976122e-07 | 2.93200712488061e-07 |
76 | 0.999999550550556 | 8.98898887863068e-07 | 4.49449443931534e-07 |
77 | 0.99999957719827 | 8.45603460610117e-07 | 4.22801730305059e-07 |
78 | 0.99999963044576 | 7.391084790123e-07 | 3.6955423950615e-07 |
79 | 0.999999724513344 | 5.5097331122052e-07 | 2.7548665561026e-07 |
80 | 0.999999883997691 | 2.32004617494234e-07 | 1.16002308747117e-07 |
81 | 0.999999824720942 | 3.50558116806107e-07 | 1.75279058403053e-07 |
82 | 0.999999927125606 | 1.45748788218867e-07 | 7.28743941094337e-08 |
83 | 0.999999890960465 | 2.18079069399102e-07 | 1.09039534699551e-07 |
84 | 0.999999823140794 | 3.53718412146716e-07 | 1.76859206073358e-07 |
85 | 0.999999718557406 | 5.62885188216143e-07 | 2.81442594108072e-07 |
86 | 0.999999609852877 | 7.80294246170809e-07 | 3.90147123085404e-07 |
87 | 0.999999681914824 | 6.36170352092434e-07 | 3.18085176046217e-07 |
88 | 0.999999533625681 | 9.32748637481219e-07 | 4.6637431874061e-07 |
89 | 0.999999238761121 | 1.52247775730539e-06 | 7.61238878652695e-07 |
90 | 0.999998902171668 | 2.19565666426734e-06 | 1.09782833213367e-06 |
91 | 0.999998262166892 | 3.47566621508657e-06 | 1.73783310754328e-06 |
92 | 0.999997542244896 | 4.9155102070244e-06 | 2.4577551035122e-06 |
93 | 0.999996320589492 | 7.35882101683968e-06 | 3.67941050841984e-06 |
94 | 0.999994517595934 | 1.09648081322949e-05 | 5.48240406614746e-06 |
95 | 0.999992084912362 | 1.58301752759971e-05 | 7.91508763799856e-06 |
96 | 0.999989008203457 | 2.19835930862478e-05 | 1.09917965431239e-05 |
97 | 0.999985140088761 | 2.97198224786007e-05 | 1.48599112393004e-05 |
98 | 0.99998730367678 | 2.5392646440559e-05 | 1.26963232202795e-05 |
99 | 0.999981382401 | 3.72351980005904e-05 | 1.86175990002952e-05 |
100 | 0.999975276162321 | 4.94476753578084e-05 | 2.47238376789042e-05 |
101 | 0.999982075470726 | 3.58490585475199e-05 | 1.792452927376e-05 |
102 | 0.999979956182122 | 4.00876357559593e-05 | 2.00438178779797e-05 |
103 | 0.999971579623743 | 5.68407525138994e-05 | 2.84203762569497e-05 |
104 | 0.999961529437694 | 7.69411246120324e-05 | 3.84705623060162e-05 |
105 | 0.999948475094322 | 0.000103049811355814 | 5.15249056779069e-05 |
106 | 0.999978998990806 | 4.20020183889189e-05 | 2.10010091944595e-05 |
107 | 0.999973589831262 | 5.28203374752344e-05 | 2.64101687376172e-05 |
108 | 0.99996532939864 | 6.93412027202274e-05 | 3.46706013601137e-05 |
109 | 0.999972230788425 | 5.55384231495357e-05 | 2.77692115747678e-05 |
110 | 0.999958932799823 | 8.21344003548669e-05 | 4.10672001774335e-05 |
111 | 0.999940682639012 | 0.000118634721975459 | 5.93173609877296e-05 |
112 | 0.999991130003294 | 1.77399934110693e-05 | 8.86999670553465e-06 |
113 | 0.999992620816613 | 1.47583667749985e-05 | 7.37918338749927e-06 |
114 | 0.999989445715185 | 2.11085696305434e-05 | 1.05542848152717e-05 |
115 | 0.999987898022317 | 2.42039553654716e-05 | 1.21019776827358e-05 |
116 | 0.99998485331415 | 3.02933717007826e-05 | 1.51466858503913e-05 |
117 | 0.999984575974343 | 3.08480513146078e-05 | 1.54240256573039e-05 |
118 | 0.999976870899433 | 4.62582011349673e-05 | 2.31291005674836e-05 |
119 | 0.999966013177493 | 6.79736450137167e-05 | 3.39868225068583e-05 |
120 | 0.999969047827868 | 6.19043442630359e-05 | 3.09521721315179e-05 |
121 | 0.999971244989805 | 5.75100203902459e-05 | 2.8755010195123e-05 |
122 | 0.999958934869952 | 8.21302600963832e-05 | 4.10651300481916e-05 |
123 | 0.999978610178586 | 4.27796428279677e-05 | 2.13898214139839e-05 |
124 | 0.999970925449295 | 5.81491014090435e-05 | 2.90745507045217e-05 |
125 | 0.999957228101399 | 8.55437972013117e-05 | 4.27718986006559e-05 |
126 | 0.999947951521763 | 0.000104096956475013 | 5.20484782375063e-05 |
127 | 0.999956789160967 | 8.64216780668873e-05 | 4.32108390334437e-05 |
128 | 0.999940052012738 | 0.000119895974524713 | 5.99479872623566e-05 |
129 | 0.999937382903508 | 0.000125234192984407 | 6.26170964922036e-05 |
130 | 0.99990989203432 | 0.000180215931359876 | 9.01079656799379e-05 |
131 | 0.999946352132331 | 0.000107295735338484 | 5.36478676692419e-05 |
132 | 0.999930648181269 | 0.000138703637462603 | 6.93518187313013e-05 |
133 | 0.999936554904553 | 0.00012689019089362 | 6.34450954468102e-05 |
134 | 0.999911553687788 | 0.000176892624424304 | 8.84463122121518e-05 |
135 | 0.99987078280647 | 0.000258434387059096 | 0.000129217193529548 |
136 | 0.999816473606291 | 0.000367052787417754 | 0.000183526393708877 |
137 | 0.9998663277966 | 0.000267344406800773 | 0.000133672203400387 |
138 | 0.999819252389049 | 0.000361495221902143 | 0.000180747610951072 |
139 | 0.999742335218153 | 0.000515329563693581 | 0.00025766478184679 |
140 | 0.99969615790768 | 0.000607684184639837 | 0.000303842092319918 |
141 | 0.999565743965523 | 0.000868512068953704 | 0.000434256034476852 |
142 | 0.999386769950243 | 0.0012264600995136 | 0.000613230049756802 |
143 | 0.999210429775916 | 0.00157914044816769 | 0.000789570224083845 |
144 | 0.999166821233653 | 0.00166635753269498 | 0.00083317876634749 |
145 | 0.998894444809149 | 0.00221111038170233 | 0.00110555519085116 |
146 | 0.998647016271891 | 0.00270596745621893 | 0.00135298372810946 |
147 | 0.998805764074869 | 0.00238847185026159 | 0.0011942359251308 |
148 | 0.998464308850008 | 0.0030713822999833 | 0.00153569114999165 |
149 | 0.998213692666937 | 0.00357261466612663 | 0.00178630733306331 |
150 | 0.998232322202398 | 0.00353535559520499 | 0.00176767779760249 |
151 | 0.997717591455541 | 0.00456481708891876 | 0.00228240854445938 |
152 | 0.998517106434479 | 0.00296578713104152 | 0.00148289356552076 |
153 | 0.998169394658505 | 0.0036612106829899 | 0.00183060534149495 |
154 | 0.997965121231475 | 0.00406975753704916 | 0.00203487876852458 |
155 | 0.997216301621919 | 0.00556739675616279 | 0.0027836983780814 |
156 | 0.996746254165379 | 0.00650749166924197 | 0.00325374583462099 |
157 | 0.995720641018425 | 0.00855871796315042 | 0.00427935898157521 |
158 | 0.994656193750912 | 0.0106876124981758 | 0.00534380624908789 |
159 | 0.993099456556658 | 0.0138010868866833 | 0.00690054344334165 |
160 | 0.991387283442928 | 0.0172254331141444 | 0.0086127165570722 |
161 | 0.989434254771286 | 0.0211314904574286 | 0.0105657452287143 |
162 | 0.9876027239251 | 0.0247945521497992 | 0.0123972760748996 |
163 | 0.985307806335653 | 0.0293843873286932 | 0.0146921936643466 |
164 | 0.982543436723274 | 0.0349131265534517 | 0.0174565632767259 |
165 | 0.979693210687872 | 0.0406135786242561 | 0.0203067893121281 |
166 | 0.987186355263355 | 0.0256272894732895 | 0.0128136447366447 |
167 | 0.985742981454263 | 0.028514037091475 | 0.0142570185457375 |
168 | 0.992319180740525 | 0.0153616385189498 | 0.0076808192594749 |
169 | 0.990103158329169 | 0.0197936833416631 | 0.00989684167083154 |
170 | 0.987342950946967 | 0.0253140981060667 | 0.0126570490530334 |
171 | 0.984680147922152 | 0.0306397041556966 | 0.0153198520778483 |
172 | 0.981323386843721 | 0.0373532263125574 | 0.0186766131562787 |
173 | 0.977408601639656 | 0.0451827967206882 | 0.0225913983603441 |
174 | 0.970878546361547 | 0.058242907276906 | 0.029121453638453 |
175 | 0.98716677248512 | 0.0256664550297601 | 0.01283322751488 |
176 | 0.984001669397336 | 0.0319966612053272 | 0.0159983306026636 |
177 | 0.982732956801183 | 0.0345340863976333 | 0.0172670431988167 |
178 | 0.984343125195648 | 0.0313137496087034 | 0.0156568748043517 |
179 | 0.980082606606823 | 0.0398347867863533 | 0.0199173933931767 |
180 | 0.983359837807964 | 0.0332803243840721 | 0.0166401621920361 |
181 | 0.978636476827494 | 0.0427270463450119 | 0.0213635231725059 |
182 | 0.980886911726623 | 0.038226176546754 | 0.019113088273377 |
183 | 0.976691683354472 | 0.0466166332910566 | 0.0233083166455283 |
184 | 0.97018306723661 | 0.0596338655267801 | 0.02981693276339 |
185 | 0.967323690867132 | 0.0653526182657369 | 0.0326763091328685 |
186 | 0.961550501865551 | 0.0768989962688973 | 0.0384494981344487 |
187 | 0.951755320235934 | 0.096489359528133 | 0.0482446797640665 |
188 | 0.979776841657436 | 0.0404463166851285 | 0.0202231583425642 |
189 | 0.973508820153711 | 0.0529823596925775 | 0.0264911798462887 |
190 | 0.971459416672575 | 0.0570811666548496 | 0.0285405833274248 |
191 | 0.976204553711697 | 0.0475908925766055 | 0.0237954462883028 |
192 | 0.972023276470463 | 0.0559534470590749 | 0.0279767235295374 |
193 | 0.96688536988579 | 0.0662292602284205 | 0.0331146301142102 |
194 | 0.97455038672546 | 0.0508992265490791 | 0.0254496132745396 |
195 | 0.966758981466888 | 0.0664820370662245 | 0.0332410185331123 |
196 | 0.957628429684486 | 0.0847431406310273 | 0.0423715703155137 |
197 | 0.977412907384059 | 0.0451741852318811 | 0.0225870926159406 |
198 | 0.969831331377596 | 0.0603373372448075 | 0.0301686686224037 |
199 | 0.967456634958621 | 0.0650867300827586 | 0.0325433650413793 |
200 | 0.962556092391429 | 0.0748878152171419 | 0.037443907608571 |
201 | 0.950482135019468 | 0.0990357299610645 | 0.0495178649805322 |
202 | 0.93913109905312 | 0.12173780189376 | 0.0608689009468799 |
203 | 0.922589100528546 | 0.154821798942909 | 0.0774108994714543 |
204 | 0.90266203027249 | 0.19467593945502 | 0.09733796972751 |
205 | 0.888530143702858 | 0.222939712594284 | 0.111469856297142 |
206 | 0.875944938268707 | 0.248110123462585 | 0.124055061731293 |
207 | 0.892478085035329 | 0.215043829929342 | 0.107521914964671 |
208 | 0.864380984821383 | 0.271238030357234 | 0.135619015178617 |
209 | 0.836834446819322 | 0.326331106361356 | 0.163165553180678 |
210 | 0.842777101927557 | 0.314445796144887 | 0.157222898072444 |
211 | 0.836541821100536 | 0.326916357798928 | 0.163458178899464 |
212 | 0.804281213967211 | 0.391437572065578 | 0.195718786032789 |
213 | 0.819895213087493 | 0.360209573825014 | 0.180104786912507 |
214 | 0.786419976091351 | 0.427160047817299 | 0.213580023908649 |
215 | 0.765822142654202 | 0.468355714691596 | 0.234177857345798 |
216 | 0.732595785077481 | 0.534808429845038 | 0.267404214922519 |
217 | 0.711484500217632 | 0.577030999564736 | 0.288515499782368 |
218 | 0.65332493944569 | 0.693350121108619 | 0.34667506055431 |
219 | 0.610230320419422 | 0.779539359161156 | 0.389769679580578 |
220 | 0.539802033585154 | 0.920395932829691 | 0.460197966414846 |
221 | 0.971855969221878 | 0.0562880615562432 | 0.0281440307781216 |
222 | 0.955313567747732 | 0.0893728645045368 | 0.0446864322522684 |
223 | 0.944051916627423 | 0.111896166745153 | 0.0559480833725765 |
224 | 0.917976973473887 | 0.164046053052225 | 0.0820230265261126 |
225 | 0.880094596031553 | 0.239810807936894 | 0.119905403968447 |
226 | 0.873225587607149 | 0.253548824785703 | 0.126774412392851 |
227 | 0.814630649258507 | 0.370738701482986 | 0.185369350741493 |
228 | 0.801036615707011 | 0.397926768585978 | 0.198963384292989 |
229 | 0.764050443643202 | 0.471899112713595 | 0.235949556356798 |
230 | 0.718325890376478 | 0.563348219247043 | 0.281674109623522 |
231 | 0.630160431383653 | 0.739679137232695 | 0.369839568616347 |
232 | 0.909184736325036 | 0.181630527349928 | 0.0908152636749641 |
233 | 0.94163032597111 | 0.11673934805778 | 0.0583696740288902 |
234 | 0.953310926961944 | 0.0933781460761111 | 0.0466890730380555 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 125 | 0.576036866359447 | NOK |
5% type I error level | 161 | 0.741935483870968 | NOK |
10% type I error level | 184 | 0.847926267281106 | NOK |