Multiple Linear Regression - Estimated Regression Equation |
month[t] = + 8.202389225477 -0.00346693163550728Connected[t] + 0.00135187598274539Separate[t] + 0.00380978730223924Learning[t] + 0.0193143069526706Software[t] + 0.00794756559353216Happiness[t] + 0.0123799910288668Depression[t] + 0.0153970637046628Belonging[t] -0.0210621657447992Belonging_Final[t] + 0.00978204440805615t + 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) | 8.202389225477 | 0.306054 | 26.8004 | 0 | 0 |
Connected | -0.00346693163550728 | 0.005327 | -0.6508 | 0.515739 | 0.25787 |
Separate | 0.00135187598274539 | 0.005416 | 0.2496 | 0.8031 | 0.40155 |
Learning | 0.00380978730223924 | 0.009626 | 0.3958 | 0.692604 | 0.346302 |
Software | 0.0193143069526706 | 0.009866 | 1.9576 | 0.051373 | 0.025686 |
Happiness | 0.00794756559353216 | 0.008928 | 0.8902 | 0.374189 | 0.187094 |
Depression | 0.0123799910288668 | 0.006476 | 1.9117 | 0.057035 | 0.028517 |
Belonging | 0.0153970637046628 | 0.005751 | 2.6772 | 0.007909 | 0.003954 |
Belonging_Final | -0.0210621657447992 | 0.008559 | -2.4607 | 0.014532 | 0.007266 |
t | 0.00978204440805615 | 0.000263 | 37.1713 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.934688985442669 |
R-squared | 0.873643499507846 |
Adjusted R-squared | 0.86916630067151 |
F-TEST (value) | 195.131717719908 |
F-TEST (DF numerator) | 9 |
F-TEST (DF denominator) | 254 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.285468350828087 |
Sum Squared Residuals | 20.6990135484249 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 9 | 8.80457816170414 | 0.195421838295862 |
2 | 9 | 8.88643890177476 | 0.113561098225244 |
3 | 9 | 8.92948197122382 | 0.0705180287761851 |
4 | 9 | 8.76367223323314 | 0.236327766766859 |
5 | 9 | 9.07632427428401 | -0.0763242742840104 |
6 | 9 | 8.92427884462614 | 0.0757211553738652 |
7 | 9 | 8.90208896492239 | 0.0979110350776093 |
8 | 9 | 8.98614934188886 | 0.0138506581111349 |
9 | 9 | 8.93264110115147 | 0.0673588988485339 |
10 | 9 | 8.91468847732281 | 0.0853115226771949 |
11 | 9 | 8.9174865701959 | 0.0825134298040989 |
12 | 9 | 8.9200899281581 | 0.0799100718419024 |
13 | 9 | 8.95002416859559 | 0.0499758314044142 |
14 | 9 | 8.9657836684386 | 0.0342163315613968 |
15 | 9 | 9.12931739621936 | -0.129317396219364 |
16 | 9 | 9.00086804483716 | -0.00086804483716005 |
17 | 9 | 9.02899246409117 | -0.0289924640911752 |
18 | 9 | 9.09493451169265 | -0.0949345116926459 |
19 | 9 | 8.94237168086907 | 0.0576283191309349 |
20 | 9 | 9.03057221024241 | -0.0305722102424131 |
21 | 9 | 9.02821973088454 | -0.0282197308845436 |
22 | 9 | 9.02576389256539 | -0.0257638925653906 |
23 | 9 | 9.06322493067837 | -0.0632249306783694 |
24 | 9 | 8.98664505382892 | 0.0133549461710757 |
25 | 9 | 9.15173147719061 | -0.151731477190614 |
26 | 9 | 9.09848190497035 | -0.098481904970355 |
27 | 9 | 9.17095487671694 | -0.170954876716937 |
28 | 9 | 9.17207212975641 | -0.172072129756413 |
29 | 9 | 9.25470682579222 | -0.254706825792217 |
30 | 9 | 9.02229796164546 | -0.0222979616454594 |
31 | 9 | 9.16728431349094 | -0.167284313490941 |
32 | 9 | 9.09070761569453 | -0.0907076156945306 |
33 | 9 | 9.13173538903566 | -0.131735389035658 |
34 | 9 | 9.17124053756616 | -0.171240537566156 |
35 | 9 | 9.27952764384568 | -0.27952764384568 |
36 | 9 | 9.05416814893982 | -0.0541681489398204 |
37 | 9 | 9.22746143396222 | -0.227461433962217 |
38 | 9 | 9.23430975945295 | -0.234309759452947 |
39 | 9 | 9.23958150446145 | -0.239581504461448 |
40 | 9 | 9.17594466569438 | -0.17594466569438 |
41 | 9 | 9.19475493229579 | -0.19475493229579 |
42 | 9 | 9.3536054370813 | -0.353605437081304 |
43 | 9 | 9.26303506285771 | -0.263035062857705 |
44 | 9 | 9.21895940745758 | -0.218959407457585 |
45 | 9 | 9.22835026052586 | -0.228350260525865 |
46 | 9 | 9.29795860791581 | -0.29795860791581 |
47 | 9 | 9.213317503389 | -0.213317503389004 |
48 | 9 | 9.31440012132773 | -0.314400121327731 |
49 | 9 | 9.45726535663955 | -0.457265356639552 |
50 | 9 | 9.33459735420898 | -0.334597354208983 |
51 | 9 | 9.40587411321892 | -0.405874113218915 |
52 | 9 | 9.36085252473413 | -0.360852524734133 |
53 | 9 | 9.43297474614191 | -0.432974746141905 |
54 | 9 | 9.23060680942451 | -0.230606809424511 |
55 | 9 | 9.24690724253612 | -0.246907242536124 |
56 | 9 | 9.3174241705282 | -0.317424170528202 |
57 | 9 | 9.44313367513351 | -0.443133675133505 |
58 | 9 | 9.38552455748939 | -0.385524557489393 |
59 | 9 | 9.40700831725542 | -0.40700831725542 |
60 | 9 | 9.42122471734891 | -0.421224717348914 |
61 | 9 | 9.36709152695479 | -0.367091526954795 |
62 | 9 | 9.50547933211382 | -0.505479332113818 |
63 | 9 | 9.53621915564452 | -0.536219155644517 |
64 | 9 | 9.46638121226596 | -0.466381212265963 |
65 | 9 | 9.47152620987806 | -0.471526209878057 |
66 | 10 | 9.50790786718104 | 0.492092132818961 |
67 | 10 | 9.54874710235806 | 0.451252897641945 |
68 | 10 | 9.58546202998582 | 0.414537970014183 |
69 | 10 | 9.52351020858647 | 0.476489791413534 |
70 | 10 | 9.57885721107492 | 0.421142788925081 |
71 | 10 | 9.38352461744827 | 0.616475382551733 |
72 | 10 | 9.56563811361431 | 0.434361886385693 |
73 | 10 | 9.7066339953682 | 0.293366004631803 |
74 | 10 | 9.65184465361556 | 0.348155346384446 |
75 | 10 | 9.62713913026114 | 0.372860869738863 |
76 | 10 | 9.62007528444767 | 0.37992471555233 |
77 | 10 | 9.65756200373103 | 0.342437996268971 |
78 | 10 | 9.61227544553567 | 0.38772455446433 |
79 | 10 | 9.67710920427722 | 0.322890795722775 |
80 | 10 | 9.53703348185886 | 0.462966518141135 |
81 | 10 | 9.72462368783264 | 0.275376312167363 |
82 | 10 | 9.60194941900219 | 0.398050580997813 |
83 | 10 | 9.71358630648506 | 0.286413693514936 |
84 | 10 | 9.67833378305774 | 0.321666216942263 |
85 | 10 | 9.68331999495587 | 0.31668000504413 |
86 | 10 | 9.67892627716501 | 0.321073722834991 |
87 | 10 | 9.71532265368339 | 0.284677346316614 |
88 | 10 | 9.7240646162943 | 0.2759353837057 |
89 | 10 | 9.79222692830832 | 0.20777307169168 |
90 | 10 | 9.69468661172601 | 0.305313388273991 |
91 | 10 | 9.79089493623017 | 0.209105063769832 |
92 | 10 | 9.82601754761238 | 0.173982452387625 |
93 | 10 | 9.87648961534694 | 0.12351038465306 |
94 | 10 | 9.84312712719231 | 0.156872872807695 |
95 | 10 | 9.80442456938043 | 0.195575430619566 |
96 | 10 | 9.82272217693288 | 0.177277823067118 |
97 | 10 | 9.78615560502059 | 0.213844394979413 |
98 | 10 | 9.87891189136886 | 0.121088108631137 |
99 | 10 | 9.79934804816048 | 0.20065195183952 |
100 | 10 | 9.91016260210252 | 0.0898373978974834 |
101 | 10 | 9.85246770839687 | 0.147532291603126 |
102 | 10 | 9.98051671592659 | 0.0194832840734114 |
103 | 10 | 9.76165306677296 | 0.238346933227042 |
104 | 10 | 9.97518981961303 | 0.0248101803869714 |
105 | 10 | 9.90558502898218 | 0.0944149710178194 |
106 | 10 | 9.89499225991074 | 0.105007740089257 |
107 | 10 | 9.9571869600477 | 0.0428130399522962 |
108 | 10 | 9.85633560722184 | 0.143664392778159 |
109 | 10 | 9.81024579189782 | 0.189754208102179 |
110 | 10 | 10.0191493794531 | -0.019149379453078 |
111 | 10 | 10.0424605840101 | -0.0424605840100637 |
112 | 10 | 9.95570780683289 | 0.0442921931671116 |
113 | 10 | 10.153785331417 | -0.153785331417049 |
114 | 10 | 9.94596124262735 | 0.0540387573726526 |
115 | 10 | 10.0207837090744 | -0.0207837090743946 |
116 | 10 | 10.0021714479527 | -0.00217144795266387 |
117 | 10 | 9.86801303990082 | 0.131986960099182 |
118 | 10 | 9.95203426436988 | 0.0479657356301161 |
119 | 10 | 10.1003873247313 | -0.100387324731267 |
120 | 10 | 9.99129045627087 | 0.00870954372912571 |
121 | 10 | 10.1129879669129 | -0.112987966912939 |
122 | 10 | 10.0864524275152 | -0.0864524275151553 |
123 | 10 | 10.0585408623544 | -0.0585408623544101 |
124 | 10 | 10.0722757257261 | -0.0722757257260563 |
125 | 10 | 10.178897501036 | -0.178897501036034 |
126 | 10 | 10.0547315583921 | -0.0547315583921199 |
127 | 10 | 10.0936667440349 | -0.0936667440349265 |
128 | 10 | 10.0377762964209 | -0.0377762964208847 |
129 | 10 | 10.1077237396531 | -0.107723739653146 |
130 | 10 | 10.1099035757641 | -0.109903575764148 |
131 | 10 | 10.1734257237227 | -0.17342572372268 |
132 | 10 | 10.0801599609288 | -0.0801599609288204 |
133 | 10 | 10.1717609415255 | -0.171760941525484 |
134 | 10 | 10.1596831647841 | -0.159683164784149 |
135 | 10 | 10.2330828590162 | -0.233082859016234 |
136 | 10 | 10.1973234339682 | -0.197323433968189 |
137 | 10 | 10.1115633240083 | -0.111563324008279 |
138 | 10 | 10.1104385109455 | -0.110438510945503 |
139 | 10 | 10.0852653101426 | -0.0852653101426025 |
140 | 10 | 10.1781794893462 | -0.178179489346182 |
141 | 10 | 10.1115538752123 | -0.111553875212293 |
142 | 10 | 10.2880903879325 | -0.288090387932529 |
143 | 10 | 10.3666887793705 | -0.366688779370525 |
144 | 10 | 10.2925235177024 | -0.292523517702369 |
145 | 10 | 10.1918893878988 | -0.191889387898802 |
146 | 10 | 10.3317647034678 | -0.331764703467846 |
147 | 10 | 10.2173312972045 | -0.217331297204509 |
148 | 10 | 10.2912972632949 | -0.291297263294932 |
149 | 10 | 10.2670612100555 | -0.267061210055494 |
150 | 10 | 10.2321502418192 | -0.232150241819204 |
151 | 10 | 10.4323434565515 | -0.432343456551516 |
152 | 10 | 10.3257646428991 | -0.325764642899088 |
153 | 10 | 10.2330489879791 | -0.233048987979107 |
154 | 9 | 10.2943681119201 | -1.29436811192006 |
155 | 10 | 10.2916765560773 | -0.291676556077292 |
156 | 10 | 10.4267278227538 | -0.426727822753818 |
157 | 10 | 10.2839709345213 | -0.283970934521254 |
158 | 10 | 10.3312376286626 | -0.331237628662569 |
159 | 10 | 10.3904537856964 | -0.390453785696377 |
160 | 10 | 10.466633398616 | -0.46663339861602 |
161 | 10 | 10.3070679060349 | -0.307067906034863 |
162 | 11 | 10.4584208635401 | 0.541579136459895 |
163 | 11 | 10.4665944248748 | 0.533405575125243 |
164 | 11 | 10.6388915017712 | 0.36110849822877 |
165 | 11 | 10.5067948737507 | 0.493205126249333 |
166 | 11 | 10.4847238317545 | 0.515276168245522 |
167 | 11 | 10.4922018225677 | 0.507798177432324 |
168 | 11 | 10.544446789733 | 0.455553210267034 |
169 | 11 | 10.5494081438828 | 0.450591856117224 |
170 | 11 | 10.6692820960823 | 0.330717903917683 |
171 | 11 | 10.3967873971356 | 0.603212602864361 |
172 | 11 | 10.5604132522213 | 0.439586747778672 |
173 | 11 | 10.4698520492109 | 0.530147950789087 |
174 | 11 | 10.4922382267203 | 0.507761773279667 |
175 | 11 | 10.5747333434207 | 0.425266656579302 |
176 | 11 | 10.618981022536 | 0.381018977464039 |
177 | 11 | 10.4613135775624 | 0.538686422437629 |
178 | 11 | 10.616746896456 | 0.383253103543997 |
179 | 11 | 10.5533039735023 | 0.446696026497684 |
180 | 11 | 10.6164942871368 | 0.383505712863209 |
181 | 11 | 10.573361330204 | 0.426638669795982 |
182 | 11 | 10.4425212266748 | 0.557478773325154 |
183 | 11 | 10.7022491216377 | 0.297750878362258 |
184 | 11 | 10.6585674880443 | 0.341432511955671 |
185 | 11 | 10.7111579589181 | 0.288842041081853 |
186 | 11 | 10.8342832197335 | 0.16571678026648 |
187 | 11 | 10.7483049147683 | 0.251695085231703 |
188 | 11 | 10.6411142919929 | 0.358885708007061 |
189 | 11 | 10.6452965641435 | 0.354703435856521 |
190 | 11 | 10.6023820362106 | 0.397617963789422 |
191 | 11 | 10.8953618386102 | 0.104638161389755 |
192 | 11 | 10.7587119829289 | 0.241288017071137 |
193 | 11 | 10.6103540434872 | 0.389645956512759 |
194 | 11 | 10.678768850217 | 0.321231149783024 |
195 | 11 | 10.7592630608871 | 0.240736939112936 |
196 | 11 | 10.7266730852762 | 0.27332691472378 |
197 | 11 | 10.8401396379077 | 0.159860362092292 |
198 | 11 | 10.8877885075036 | 0.112211492496405 |
199 | 11 | 10.7805031823727 | 0.219496817627329 |
200 | 11 | 10.9277430448598 | 0.0722569551401695 |
201 | 11 | 10.8155068028644 | 0.184493197135597 |
202 | 11 | 10.8698763499717 | 0.130123650028261 |
203 | 11 | 10.8693704760447 | 0.130629523955345 |
204 | 11 | 10.7717036377239 | 0.228296362276145 |
205 | 11 | 10.8092334786549 | 0.190766521345055 |
206 | 11 | 10.8896250422285 | 0.110374957771542 |
207 | 11 | 10.8395203049669 | 0.160479695033109 |
208 | 11 | 10.9176887602398 | 0.0823112397601546 |
209 | 11 | 10.8293869988397 | 0.170613001160302 |
210 | 11 | 10.9496106678471 | 0.0503893321529274 |
211 | 11 | 10.8955393435981 | 0.104460656401903 |
212 | 11 | 10.9114096347602 | 0.0885903652398076 |
213 | 11 | 11.0098008735317 | -0.00980087353172996 |
214 | 11 | 10.8713975268224 | 0.128602473177601 |
215 | 11 | 11.0112298130703 | -0.011229813070315 |
216 | 11 | 10.9159274356942 | 0.0840725643058146 |
217 | 11 | 11.0200298506413 | -0.0200298506413429 |
218 | 11 | 10.9346579272332 | 0.0653420727668339 |
219 | 11 | 10.9881280084646 | 0.01187199153541 |
220 | 11 | 11.0311310760237 | -0.0311310760237108 |
221 | 11 | 11.0060895893753 | -0.00608958937527957 |
222 | 11 | 11.0532308076777 | -0.0532308076776667 |
223 | 11 | 11.0733437063059 | -0.0733437063058886 |
224 | 11 | 10.961385230957 | 0.0386147690430435 |
225 | 11 | 11.2424095740968 | -0.242409574096759 |
226 | 11 | 10.9802934293624 | 0.0197065706376484 |
227 | 11 | 11.028752166679 | -0.0287521666789969 |
228 | 11 | 11.0892482323002 | -0.0892482323001662 |
229 | 11 | 11.0648656112823 | -0.064865611282253 |
230 | 11 | 11.0217300705238 | -0.0217300705238197 |
231 | 11 | 10.9974793709188 | 0.00252062908123112 |
232 | 11 | 11.0145029363126 | -0.014502936312616 |
233 | 11 | 10.9588951134035 | 0.0411048865964949 |
234 | 11 | 11.1863389587963 | -0.18633895879625 |
235 | 11 | 11.0896585843875 | -0.0896585843874941 |
236 | 11 | 11.0959654804495 | -0.0959654804494586 |
237 | 11 | 10.9870377390074 | 0.0129622609925799 |
238 | 11 | 11.0625657773573 | -0.0625657773573427 |
239 | 11 | 11.1929642742679 | -0.192964274267908 |
240 | 11 | 11.05349412191 | -0.0534941219099727 |
241 | 11 | 11.167564227303 | -0.167564227302952 |
242 | 11 | 11.1525229438069 | -0.152522943806857 |
243 | 11 | 11.0655497896244 | -0.0655497896244464 |
244 | 11 | 11.1450606561757 | -0.145060656175714 |
245 | 11 | 11.2017094670775 | -0.201709467077504 |
246 | 11 | 11.2685881715198 | -0.268588171519788 |
247 | 11 | 11.2124392491717 | -0.212439249171739 |
248 | 11 | 11.2213870752203 | -0.221387075220322 |
249 | 11 | 11.2319409580552 | -0.23194095805524 |
250 | 11 | 11.2993085405886 | -0.299308540588611 |
251 | 11 | 11.258995939957 | -0.25899593995699 |
252 | 11 | 11.2944411046391 | -0.294441104639144 |
253 | 11 | 11.1659584788865 | -0.165958478886534 |
254 | 11 | 11.2757145163202 | -0.275714516320187 |
255 | 11 | 11.2781021773608 | -0.278102177360756 |
256 | 11 | 11.3061240182149 | -0.306124018214886 |
257 | 11 | 11.5183942755055 | -0.518394275505473 |
258 | 11 | 11.2762925601139 | -0.276292560113851 |
259 | 11 | 11.3885784734832 | -0.388578473483234 |
260 | 11 | 11.0993557668019 | -0.0993557668018904 |
261 | 11 | 11.4169317167682 | -0.416931716768193 |
262 | 11 | 11.4236847285112 | -0.42368472851116 |
263 | 11 | 11.3233512311794 | -0.323351231179362 |
264 | 11 | 11.4174750183926 | -0.417475018392563 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
13 | 2.28031440419649e-45 | 4.56062880839299e-45 | 1 |
14 | 3.52074781612403e-58 | 7.04149563224807e-58 | 1 |
15 | 1.37240212232936e-71 | 2.74480424465872e-71 | 1 |
16 | 0 | 0 | 1 |
17 | 2.44661104114883e-100 | 4.89322208229766e-100 | 1 |
18 | 1.17462262798987e-115 | 2.34924525597975e-115 | 1 |
19 | 8.40628824171353e-131 | 1.68125764834271e-130 | 1 |
20 | 1.57362553166883e-151 | 3.14725106333765e-151 | 1 |
21 | 2.22491956742789e-161 | 4.44983913485577e-161 | 1 |
22 | 7.26087101488634e-174 | 1.45217420297727e-173 | 1 |
23 | 1.22564516113724e-185 | 2.45129032227448e-185 | 1 |
24 | 3.29210325268509e-207 | 6.58420650537018e-207 | 1 |
25 | 1.07995376533312e-220 | 2.15990753066625e-220 | 1 |
26 | 3.14753741916471e-238 | 6.29507483832942e-238 | 1 |
27 | 9.97277301117504e-249 | 1.99455460223501e-248 | 1 |
28 | 6.08178185605501e-262 | 1.216356371211e-261 | 1 |
29 | 5.66667736639293e-286 | 1.13333547327859e-285 | 1 |
30 | 2.55506510780961e-283 | 5.11013021561921e-283 | 1 |
31 | 1.49687044176093e-306 | 2.99374088352186e-306 | 1 |
32 | 4.94065645841247e-324 | 9.88131291682493e-324 | 1 |
33 | 0 | 0 | 1 |
34 | 0 | 0 | 1 |
35 | 0 | 0 | 1 |
36 | 0 | 0 | 1 |
37 | 0 | 0 | 1 |
38 | 0 | 0 | 1 |
39 | 0 | 0 | 1 |
40 | 0 | 0 | 1 |
41 | 0 | 0 | 1 |
42 | 0 | 0 | 1 |
43 | 0 | 0 | 1 |
44 | 0 | 0 | 1 |
45 | 0 | 0 | 1 |
46 | 0 | 0 | 1 |
47 | 0 | 0 | 1 |
48 | 0 | 0 | 1 |
49 | 0 | 0 | 1 |
50 | 0 | 0 | 1 |
51 | 0 | 0 | 1 |
52 | 0 | 0 | 1 |
53 | 0 | 0 | 1 |
54 | 0 | 0 | 1 |
55 | 0 | 0 | 1 |
56 | 0 | 0 | 1 |
57 | 0 | 0 | 1 |
58 | 0 | 0 | 1 |
59 | 0 | 0 | 1 |
60 | 0 | 0 | 1 |
61 | 0 | 0 | 1 |
62 | 0 | 0 | 1 |
63 | 0 | 0 | 1 |
64 | 0 | 0 | 1 |
65 | 0 | 0 | 1 |
66 | 2.79218957877237e-10 | 5.58437915754474e-10 | 0.999999999720781 |
67 | 1.50029153100721e-05 | 3.00058306201442e-05 | 0.99998499708469 |
68 | 0.000962250561395929 | 0.00192450112279186 | 0.999037749438604 |
69 | 0.040623527978958 | 0.0812470559579161 | 0.959376472021042 |
70 | 0.129198171068346 | 0.258396342136693 | 0.870801828931653 |
71 | 0.325528188896217 | 0.651056377792434 | 0.674471811103783 |
72 | 0.459195151250064 | 0.918390302500128 | 0.540804848749936 |
73 | 0.508472594401819 | 0.983054811196362 | 0.491527405598181 |
74 | 0.536321720059465 | 0.927356559881069 | 0.463678279940535 |
75 | 0.662744502202178 | 0.674510995595644 | 0.337255497797822 |
76 | 0.680062440295073 | 0.639875119409853 | 0.319937559704927 |
77 | 0.690800156417397 | 0.618399687165206 | 0.309199843582603 |
78 | 0.706752986092479 | 0.586494027815043 | 0.293247013907521 |
79 | 0.737442770868472 | 0.525114458263055 | 0.262557229131528 |
80 | 0.784500877487192 | 0.430998245025617 | 0.215499122512808 |
81 | 0.780285902159877 | 0.439428195680246 | 0.219714097840123 |
82 | 0.779933352421478 | 0.440133295157044 | 0.220066647578522 |
83 | 0.767061731231013 | 0.465876537537975 | 0.232938268768987 |
84 | 0.757191189236148 | 0.485617621527703 | 0.242808810763851 |
85 | 0.741431123709619 | 0.517137752580763 | 0.258568876290381 |
86 | 0.721809431644125 | 0.55638113671175 | 0.278190568355875 |
87 | 0.701413824882016 | 0.597172350235968 | 0.298586175117984 |
88 | 0.682213617867446 | 0.635572764265108 | 0.317786382132554 |
89 | 0.651528021786671 | 0.696943956426658 | 0.348471978213329 |
90 | 0.62622858810692 | 0.74754282378616 | 0.37377141189308 |
91 | 0.59329408832476 | 0.813411823350481 | 0.40670591167524 |
92 | 0.558190036436744 | 0.883619927126512 | 0.441809963563256 |
93 | 0.520699884132653 | 0.958600231734695 | 0.479300115867347 |
94 | 0.488852540064351 | 0.977705080128701 | 0.511147459935649 |
95 | 0.453681578050964 | 0.907363156101928 | 0.546318421949036 |
96 | 0.419626845292599 | 0.839253690585199 | 0.580373154707401 |
97 | 0.385590494333033 | 0.771180988666066 | 0.614409505666967 |
98 | 0.352848708665236 | 0.705697417330472 | 0.647151291334764 |
99 | 0.320575674889999 | 0.641151349779998 | 0.679424325110001 |
100 | 0.290563252438558 | 0.581126504877116 | 0.709436747561442 |
101 | 0.263747796552418 | 0.527495593104836 | 0.736252203447582 |
102 | 0.25176940068452 | 0.503538801369041 | 0.74823059931548 |
103 | 0.22620832964861 | 0.452416659297221 | 0.77379167035139 |
104 | 0.20660131701182 | 0.41320263402364 | 0.79339868298818 |
105 | 0.181664716762434 | 0.363329433524867 | 0.818335283237566 |
106 | 0.164482893335134 | 0.328965786670267 | 0.835517106664866 |
107 | 0.150389017950092 | 0.300778035900184 | 0.849610982049908 |
108 | 0.130936336087044 | 0.261872672174089 | 0.869063663912956 |
109 | 0.116467281196837 | 0.232934562393673 | 0.883532718803163 |
110 | 0.106184889331813 | 0.212369778663625 | 0.893815110668187 |
111 | 0.0934815361117327 | 0.186963072223465 | 0.906518463888267 |
112 | 0.0830427780508101 | 0.16608555610162 | 0.91695722194919 |
113 | 0.0765290820765854 | 0.153058164153171 | 0.923470917923415 |
114 | 0.0666766340943134 | 0.133353268188627 | 0.933323365905687 |
115 | 0.0615942898872609 | 0.123188579774522 | 0.938405710112739 |
116 | 0.0530099303236486 | 0.106019860647297 | 0.946990069676351 |
117 | 0.0458916901495885 | 0.091783380299177 | 0.954108309850412 |
118 | 0.0380392543820244 | 0.0760785087640488 | 0.961960745617976 |
119 | 0.0363489797133631 | 0.0726979594267261 | 0.963651020286637 |
120 | 0.0304347437197581 | 0.0608694874395163 | 0.969565256280242 |
121 | 0.0282691304891818 | 0.0565382609783636 | 0.971730869510818 |
122 | 0.0249811989240756 | 0.0499623978481513 | 0.975018801075924 |
123 | 0.0218308711864303 | 0.0436617423728606 | 0.97816912881357 |
124 | 0.0192568340296081 | 0.0385136680592163 | 0.980743165970392 |
125 | 0.0182348181997006 | 0.0364696363994012 | 0.981765181800299 |
126 | 0.0159697585891423 | 0.0319395171782845 | 0.984030241410858 |
127 | 0.014857471180091 | 0.0297149423601819 | 0.985142528819909 |
128 | 0.0133631812363459 | 0.0267263624726918 | 0.986636818763654 |
129 | 0.0117767292866452 | 0.0235534585732903 | 0.988223270713355 |
130 | 0.0105866078744294 | 0.0211732157488589 | 0.989413392125571 |
131 | 0.0101352305406098 | 0.0202704610812196 | 0.98986476945939 |
132 | 0.00896204392499736 | 0.0179240878499947 | 0.991037956075003 |
133 | 0.00862319912131974 | 0.0172463982426395 | 0.99137680087868 |
134 | 0.00820012575950873 | 0.0164002515190175 | 0.991799874240491 |
135 | 0.00879621840095415 | 0.0175924368019083 | 0.991203781599046 |
136 | 0.00915250727493475 | 0.0183050145498695 | 0.990847492725065 |
137 | 0.0083533249054657 | 0.0167066498109314 | 0.991646675094534 |
138 | 0.00753350283426252 | 0.015067005668525 | 0.992466497165737 |
139 | 0.00655593971707425 | 0.0131118794341485 | 0.993444060282926 |
140 | 0.00666832918579539 | 0.0133366583715908 | 0.993331670814205 |
141 | 0.00614706502863302 | 0.012294130057266 | 0.993852934971367 |
142 | 0.0074239938922078 | 0.0148479877844156 | 0.992576006107792 |
143 | 0.0111879451433628 | 0.0223758902867256 | 0.988812054856637 |
144 | 0.0141806178983872 | 0.0283612357967743 | 0.985819382101613 |
145 | 0.0152026398311 | 0.0304052796622 | 0.9847973601689 |
146 | 0.0226736168284913 | 0.0453472336569825 | 0.977326383171509 |
147 | 0.0268479791374476 | 0.0536959582748951 | 0.973152020862552 |
148 | 0.0385190014986523 | 0.0770380029973046 | 0.961480998501348 |
149 | 0.0497523090810142 | 0.0995046181620284 | 0.950247690918986 |
150 | 0.0572577978483137 | 0.114515595696627 | 0.942742202151686 |
151 | 0.108070197446161 | 0.216140394892322 | 0.891929802553839 |
152 | 0.151450028779522 | 0.302900057559043 | 0.848549971220478 |
153 | 0.176247998942316 | 0.352495997884632 | 0.823752001057684 |
154 | 0.986092926252912 | 0.0278141474941756 | 0.0139070737470878 |
155 | 0.996433848893023 | 0.00713230221395332 | 0.00356615110697666 |
156 | 0.9998856969934 | 0.000228606013200582 | 0.000114303006600291 |
157 | 0.999991529456667 | 1.69410866668003e-05 | 8.47054333340017e-06 |
158 | 0.999999915137403 | 1.6972519444801e-07 | 8.48625972240048e-08 |
159 | 0.999999999999006 | 1.98744894469144e-12 | 9.93724472345721e-13 |
160 | 1 | 6.22729547574856e-22 | 3.11364773787428e-22 |
161 | 1 | 0 | 0 |
162 | 1 | 0 | 0 |
163 | 1 | 0 | 0 |
164 | 1 | 0 | 0 |
165 | 1 | 0 | 0 |
166 | 1 | 0 | 0 |
167 | 1 | 0 | 0 |
168 | 1 | 0 | 0 |
169 | 1 | 0 | 0 |
170 | 1 | 0 | 0 |
171 | 1 | 0 | 0 |
172 | 1 | 0 | 0 |
173 | 1 | 0 | 0 |
174 | 1 | 0 | 0 |
175 | 1 | 0 | 0 |
176 | 1 | 0 | 0 |
177 | 1 | 0 | 0 |
178 | 1 | 0 | 0 |
179 | 1 | 0 | 0 |
180 | 1 | 0 | 0 |
181 | 1 | 0 | 0 |
182 | 1 | 0 | 0 |
183 | 1 | 0 | 0 |
184 | 1 | 0 | 0 |
185 | 1 | 0 | 0 |
186 | 1 | 0 | 0 |
187 | 1 | 0 | 0 |
188 | 1 | 0 | 0 |
189 | 1 | 0 | 0 |
190 | 1 | 0 | 0 |
191 | 1 | 0 | 0 |
192 | 1 | 0 | 0 |
193 | 1 | 0 | 0 |
194 | 1 | 0 | 0 |
195 | 1 | 0 | 0 |
196 | 1 | 0 | 0 |
197 | 1 | 0 | 0 |
198 | 1 | 0 | 0 |
199 | 1 | 0 | 0 |
200 | 1 | 0 | 0 |
201 | 1 | 0 | 0 |
202 | 1 | 0 | 0 |
203 | 1 | 0 | 0 |
204 | 1 | 0 | 0 |
205 | 1 | 0 | 0 |
206 | 1 | 0 | 0 |
207 | 1 | 0 | 0 |
208 | 1 | 0 | 0 |
209 | 1 | 0 | 0 |
210 | 1 | 0 | 0 |
211 | 1 | 0 | 0 |
212 | 1 | 0 | 0 |
213 | 1 | 0 | 0 |
214 | 1 | 0 | 0 |
215 | 1 | 0 | 0 |
216 | 1 | 0 | 0 |
217 | 1 | 0 | 0 |
218 | 1 | 0 | 0 |
219 | 1 | 0 | 0 |
220 | 1 | 0 | 0 |
221 | 1 | 0 | 0 |
222 | 1 | 0 | 0 |
223 | 1 | 0 | 0 |
224 | 1 | 0 | 0 |
225 | 1 | 0 | 0 |
226 | 1 | 0 | 0 |
227 | 1 | 0 | 0 |
228 | 1 | 0 | 0 |
229 | 1 | 0 | 0 |
230 | 1 | 0 | 0 |
231 | 1 | 8.89318162514244e-323 | 4.44659081257122e-323 |
232 | 1 | 0 | 0 |
233 | 1 | 1.42508847055468e-301 | 7.12544235277339e-302 |
234 | 1 | 6.58885218615726e-282 | 3.29442609307863e-282 |
235 | 1 | 4.53122932017209e-278 | 2.26561466008605e-278 |
236 | 1 | 8.18512046626044e-255 | 4.09256023313022e-255 |
237 | 1 | 3.30447112179486e-246 | 1.65223556089743e-246 |
238 | 1 | 4.40341240918453e-229 | 2.20170620459226e-229 |
239 | 1 | 2.7432485575654e-210 | 1.3716242787827e-210 |
240 | 1 | 5.99499665990184e-213 | 2.99749832995092e-213 |
241 | 1 | 1.12557542912217e-191 | 5.62787714561084e-192 |
242 | 1 | 5.58310623006506e-170 | 2.79155311503253e-170 |
243 | 1 | 3.8180489433327e-165 | 1.90902447166635e-165 |
244 | 1 | 2.6578638712862e-150 | 1.3289319356431e-150 |
245 | 1 | 3.76336200059293e-130 | 1.88168100029647e-130 |
246 | 1 | 6.16541862518434e-126 | 3.08270931259217e-126 |
247 | 1 | 8.4129529406902e-101 | 4.2064764703451e-101 |
248 | 1 | 0 | 0 |
249 | 1 | 7.02966118217007e-73 | 3.51483059108504e-73 |
250 | 1 | 1.13375144838089e-56 | 5.66875724190444e-57 |
251 | 1 | 3.95062559713948e-47 | 1.97531279856974e-47 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 153 | 0.640167364016736 | NOK |
5% type I error level | 179 | 0.748953974895398 | NOK |
10% type I error level | 188 | 0.786610878661088 | NOK |