Multiple Linear Regression - Estimated Regression Equation |
shared_compendiums[t] = -0.651871667605775 -3.55495090225906e-06time_in_rfc[t] + 0.00466628302341936logins[t] + 0.00288541554622864compendium_views_info[t] -0.0072911090749168compendium_views_pr[t] -0.0204908151707667blogged_computations[t] + 0.127283693615105compendiums_reviewed[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) | -0.651871667605775 | 0.386085 | -1.6884 | 0.092437 | 0.046219 |
time_in_rfc | -3.55495090225906e-06 | 5e-06 | -0.6815 | 0.496129 | 0.248065 |
logins | 0.00466628302341936 | 0.00636 | 0.7336 | 0.46378 | 0.23189 |
compendium_views_info | 0.00288541554622864 | 0.001283 | 2.2498 | 0.025233 | 0.012617 |
compendium_views_pr | -0.0072911090749168 | 0.00343 | -2.1257 | 0.034398 | 0.017199 |
blogged_computations | -0.0204908151707667 | 0.007951 | -2.5773 | 0.010466 | 0.005233 |
compendiums_reviewed | 0.127283693615105 | 0.023226 | 5.4802 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.431100237340829 |
R-squared | 0.185847414635319 |
Adjusted R-squared | 0.168525019202028 |
F-TEST (value) | 10.7287364124103 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 9.57636192566724e-11 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.49113491382949 |
Sum Squared Residuals | 1750.02239080987 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 3 | 1.61145728296383 | 1.38854271703617 |
2 | 4 | 2.01078867107656 | 1.98921132892344 |
3 | 12 | 3.82835362552689 | 8.17164637447311 |
4 | 2 | 2.61026113958339 | -0.610261139583394 |
5 | 1 | 1.38047217708602 | -0.380472177086023 |
6 | 3 | 2.72949538902066 | 0.270504610979338 |
7 | 0 | 3.15725484560149 | -3.15725484560149 |
8 | 0 | 1.57852087053155 | -1.57852087053155 |
9 | 0 | 0.699937073818492 | -0.699937073818492 |
10 | 5 | 2.86343063001428 | 2.13656936998572 |
11 | 0 | 1.74104348563922 | -1.74104348563922 |
12 | 0 | 3.48571742327398 | -3.48571742327398 |
13 | 7 | 3.96532211707426 | 3.03467788292574 |
14 | 7 | 3.18412016092742 | 3.81587983907258 |
15 | 3 | 3.58010263554301 | -0.580102635543013 |
16 | 9 | 3.22421261554229 | 5.77578738445771 |
17 | 0 | 5.01289316712008 | -5.01289316712008 |
18 | 4 | 1.95517993755155 | 2.04482006244845 |
19 | 3 | 3.37870996357795 | -0.378709963577953 |
20 | 0 | 1.18269367681791 | -1.18269367681791 |
21 | 7 | 2.4523742259028 | 4.5476257740972 |
22 | 0 | 2.59061262655274 | -2.59061262655274 |
23 | 1 | 2.80500601372274 | -1.80500601372274 |
24 | 5 | 1.85252916607077 | 3.14747083392923 |
25 | 7 | 3.14396512755534 | 3.85603487244466 |
26 | 0 | 2.76657813855486 | -2.76657813855486 |
27 | 0 | 3.49656284853032 | -3.49656284853032 |
28 | 5 | 3.33818927031831 | 1.66181072968169 |
29 | 0 | 2.04367301261742 | -2.04367301261742 |
30 | 0 | 2.34253646580022 | -2.34253646580022 |
31 | 0 | 1.96565535229559 | -1.96565535229559 |
32 | 3 | 2.97860056976282 | 0.0213994302371782 |
33 | 4 | 4.48791622860626 | -0.487916228606262 |
34 | 1 | 3.36247537388617 | -2.36247537388617 |
35 | 4 | 2.75213779390697 | 1.24786220609303 |
36 | 2 | 3.10077071321594 | -1.10077071321594 |
37 | 0 | 0.575449799406587 | -0.575449799406587 |
38 | 0 | 3.27159789316217 | -3.27159789316217 |
39 | 0 | 3.75233881055295 | -3.75233881055295 |
40 | 0 | -0.403367204721169 | 0.403367204721169 |
41 | 2 | 2.44821500053915 | -0.448215000539153 |
42 | 1 | 0.732508969087504 | 0.267491030912496 |
43 | 0 | 1.17351928642529 | -1.17351928642529 |
44 | 2 | 3.59557902234275 | -1.59557902234275 |
45 | 10 | 3.78422557641187 | 6.21577442358813 |
46 | 6 | 3.46234402818899 | 2.53765597181101 |
47 | 0 | 2.44565181208166 | -2.44565181208166 |
48 | 5 | 2.42580817357081 | 2.57419182642919 |
49 | 4 | 2.47636846565614 | 1.52363153434386 |
50 | 1 | 5.58101038911988 | -4.58101038911988 |
51 | 2 | 0.890308804795383 | 1.10969119520462 |
52 | 2 | 2.70013573184242 | -0.700135731842419 |
53 | 0 | 3.23031645077999 | -3.23031645077999 |
54 | 8 | 4.00905785179919 | 3.99094214820081 |
55 | 3 | 3.21809629991528 | -0.218096299915282 |
56 | 0 | 2.13352910982314 | -2.13352910982314 |
57 | 0 | 0.202538633206242 | -0.202538633206242 |
58 | 8 | 4.41824600222382 | 3.58175399777618 |
59 | 5 | 1.63974728177019 | 3.36025271822981 |
60 | 3 | 1.25422385275948 | 1.74577614724052 |
61 | 1 | 2.57719446461151 | -1.57719446461151 |
62 | 5 | 3.50376821179653 | 1.49623178820347 |
63 | 1 | 1.96109975326274 | -0.961099753262737 |
64 | 1 | 1.27614263508705 | -0.276142635087053 |
65 | 5 | 1.99083136115304 | 3.00916863884696 |
66 | 0 | 2.75519673977758 | -2.75519673977758 |
67 | 12 | 2.44194733109147 | 9.55805266890853 |
68 | 8 | 3.67551726210154 | 4.32448273789846 |
69 | 8 | 1.45598773962201 | 6.54401226037799 |
70 | 8 | 4.56976393441357 | 3.43023606558643 |
71 | 8 | 3.63832849054931 | 4.36167150945069 |
72 | 2 | 2.85328245888118 | -0.853282458881184 |
73 | 0 | 1.40607047952245 | -1.40607047952245 |
74 | 5 | 2.41590433033147 | 2.58409566966853 |
75 | 8 | 3.8061060312397 | 4.1938939687603 |
76 | 2 | 1.70066405019322 | 0.299335949806782 |
77 | 5 | 0.645794304637506 | 4.35420569536249 |
78 | 12 | 3.96593564418444 | 8.03406435581556 |
79 | 6 | 2.53918462183488 | 3.46081537816512 |
80 | 7 | 3.98358036763635 | 3.01641963236365 |
81 | 2 | 2.33743345051751 | -0.337433450517506 |
82 | 0 | 2.19436264892269 | -2.19436264892269 |
83 | 4 | 2.31113030459968 | 1.68886969540032 |
84 | 3 | 2.51622552308442 | 0.483774476915584 |
85 | 6 | 2.89640028469679 | 3.10359971530321 |
86 | 2 | 1.83640331698117 | 0.163596683018829 |
87 | 0 | 3.07408549048825 | -3.07408549048825 |
88 | 1 | 2.04997095819251 | -1.04997095819251 |
89 | 0 | 3.06777879264372 | -3.06777879264372 |
90 | 5 | 3.34297146242525 | 1.65702853757475 |
91 | 2 | 2.42967161765631 | -0.429671617656309 |
92 | 0 | 0.226123285521897 | -0.226123285521897 |
93 | 0 | 2.55505539227031 | -2.55505539227031 |
94 | 5 | 1.8640426173488 | 3.1359573826512 |
95 | 0 | 1.19531886351466 | -1.19531886351466 |
96 | 1 | 2.96023524081717 | -1.96023524081717 |
97 | 0 | 4.5562210131466 | -4.5562210131466 |
98 | 1 | 3.34023965921118 | -2.34023965921118 |
99 | 1 | 3.23759102014605 | -2.23759102014605 |
100 | 2 | 1.67231595360992 | 0.327684046390079 |
101 | 6 | 2.40292148200246 | 3.59707851799754 |
102 | 1 | 2.95379608805038 | -1.95379608805038 |
103 | 4 | 2.746712252595 | 1.253287747405 |
104 | 2 | 2.09206188905872 | -0.0920618890587214 |
105 | 3 | 1.75893245203237 | 1.24106754796763 |
106 | 0 | 1.54048010379708 | -1.54048010379708 |
107 | 10 | 5.17534965479558 | 4.82465034520442 |
108 | 0 | 1.61248010368657 | -1.61248010368657 |
109 | 9 | 1.91227828384508 | 7.08772171615492 |
110 | 7 | 3.81704192307943 | 3.18295807692057 |
111 | 0 | 2.05712450568656 | -2.05712450568656 |
112 | 0 | 3.6627162549709 | -3.6627162549709 |
113 | 4 | 1.71554395315455 | 2.28445604684545 |
114 | 4 | 1.34099581875433 | 2.65900418124567 |
115 | 0 | 2.8212881584951 | -2.8212881584951 |
116 | 0 | 2.47374720598598 | -2.47374720598598 |
117 | 0 | 1.85846900317601 | -1.85846900317601 |
118 | 1 | 1.47117049676212 | -0.471170496762121 |
119 | 0 | 2.13603081921013 | -2.13603081921013 |
120 | 1 | 1.14363006641491 | -0.143630066414913 |
121 | 0 | 1.41301027699833 | -1.41301027699833 |
122 | 0 | 1.39292494518292 | -1.39292494518292 |
123 | 4 | 1.16373311047365 | 2.83626688952635 |
124 | 0 | 2.12957237525297 | -2.12957237525297 |
125 | 4 | 2.62150839873591 | 1.37849160126409 |
126 | 4 | 0.383434077492484 | 3.61656592250752 |
127 | 3 | 0.900136536470991 | 2.09986346352901 |
128 | 0 | 1.13215312629944 | -1.13215312629944 |
129 | 0 | 2.70038497652572 | -2.70038497652572 |
130 | 0 | -0.426624377156736 | 0.426624377156736 |
131 | 5 | 0.863769970486401 | 4.1362300295136 |
132 | 0 | 2.3472357944302 | -2.3472357944302 |
133 | 4 | 0.545440748860173 | 3.45455925113983 |
134 | 0 | 2.523201974205 | -2.523201974205 |
135 | 0 | 2.67449445841921 | -2.67449445841921 |
136 | 1 | 2.61681990459833 | -1.61681990459833 |
137 | 0 | -0.327331884610747 | 0.327331884610747 |
138 | 5 | 2.23830715164785 | 2.76169284835215 |
139 | 0 | 0.975181077961728 | -0.975181077961728 |
140 | 0 | 0.391226067640226 | -0.391226067640226 |
141 | 0 | 1.2953336178646 | -1.2953336178646 |
142 | 0 | 1.2811346060947 | -1.2811346060947 |
143 | 0 | 1.6842501000146 | -1.6842501000146 |
144 | 2 | 2.84523742358178 | -0.845237423581783 |
145 | 7 | 3.81278938707086 | 3.18721061292914 |
146 | 1 | 1.729682773143 | -0.729682773142998 |
147 | 8 | 3.78711688697248 | 4.21288311302752 |
148 | 2 | 2.61716421508223 | -0.61716421508223 |
149 | 0 | 0.47858658646356 | -0.47858658646356 |
150 | 2 | 3.20023780261295 | -1.20023780261295 |
151 | 0 | 3.75697100494481 | -3.75697100494481 |
152 | 0 | 4.25147765185928 | -4.25147765185928 |
153 | 1 | 1.24639682881038 | -0.246396828810378 |
154 | 3 | 3.77015661057172 | -0.770156610571717 |
155 | 0 | 2.24722899351668 | -2.24722899351668 |
156 | 3 | 3.74642477789217 | -0.746424777892173 |
157 | 0 | 2.52107323574073 | -2.52107323574073 |
158 | 0 | 0.347829990004646 | -0.347829990004646 |
159 | 0 | 2.80299930874596 | -2.80299930874596 |
160 | 4 | 3.48198114690214 | 0.518018853097865 |
161 | 4 | 4.54081185862524 | -0.540811858625243 |
162 | 11 | 3.21069515749775 | 7.78930484250225 |
163 | 0 | 1.56311847066168 | -1.56311847066168 |
164 | 0 | 4.21361469568432 | -4.21361469568432 |
165 | 4 | 3.33675960474951 | 0.663240395250493 |
166 | 0 | 2.24046162416144 | -2.24046162416144 |
167 | 1 | 2.33939873235186 | -1.33939873235186 |
168 | 0 | 3.12168862154997 | -3.12168862154997 |
169 | 0 | 1.0909042846128 | -1.0909042846128 |
170 | 0 | 1.74369670635415 | -1.74369670635415 |
171 | 9 | 4.04399560585046 | 4.95600439414954 |
172 | 1 | 1.89870775260698 | -0.898707752606981 |
173 | 3 | 2.6551940087878 | 0.344805991212203 |
174 | 10 | 3.12675366790798 | 6.87324633209202 |
175 | 5 | 2.22130729610049 | 2.77869270389951 |
176 | 0 | 1.53880819724961 | -1.53880819724961 |
177 | 2 | 3.4049698015379 | -1.4049698015379 |
178 | 0 | 1.45231043341499 | -1.45231043341499 |
179 | 1 | 2.60445159344917 | -1.60445159344917 |
180 | 2 | 0.404829587762712 | 1.59517041223729 |
181 | 4 | 0.500517417074835 | 3.49948258292516 |
182 | 0 | 1.14510962427811 | -1.14510962427811 |
183 | 0 | -0.494126895477595 | 0.494126895477595 |
184 | 2 | 3.16191537470763 | -1.16191537470763 |
185 | 1 | 3.05241004574217 | -2.05241004574217 |
186 | 0 | -0.584047299808489 | 0.584047299808489 |
187 | 0 | 0.36239353273833 | -0.36239353273833 |
188 | 0 | -0.386414936890487 | 0.386414936890487 |
189 | 1 | 1.47035419301496 | -0.470354193014964 |
190 | 0 | 2.66240936029053 | -2.66240936029053 |
191 | 2 | 2.14318408634111 | -0.143184086341115 |
192 | 0 | 2.09697070592019 | -2.09697070592019 |
193 | 3 | 0.137623865586882 | 2.86237613441312 |
194 | 6 | 1.22382001878846 | 4.77617998121154 |
195 | 0 | 1.8419084451005 | -1.8419084451005 |
196 | 2 | 0.347036623806416 | 1.65296337619358 |
197 | 0 | 2.16053039001707 | -2.16053039001707 |
198 | 2 | 1.0004278708579 | 0.999572129142097 |
199 | 1 | 2.01147953653562 | -1.01147953653562 |
200 | 1 | 0.995683633472235 | 0.00431636652776486 |
201 | 2 | 1.35827933250499 | 0.641720667495009 |
202 | 1 | 2.12163824833149 | -1.12163824833149 |
203 | 0 | 1.05988175752239 | -1.05988175752239 |
204 | 1 | 1.42183679669335 | -0.421836796693349 |
205 | 3 | 1.71350890693227 | 1.28649109306773 |
206 | 0 | 1.92123353158281 | -1.92123353158281 |
207 | 0 | 1.16677824786454 | -1.16677824786454 |
208 | 0 | 1.58974904213472 | -1.58974904213472 |
209 | 0 | 1.60020956496068 | -1.60020956496068 |
210 | 1 | 2.04898664130705 | -1.04898664130705 |
211 | 4 | 0.349691362460359 | 3.65030863753964 |
212 | 0 | 1.15266830470779 | -1.15266830470779 |
213 | 0 | 1.23517657320749 | -1.23517657320749 |
214 | 0 | 1.17254222250859 | -1.17254222250859 |
215 | 7 | 3.06490234012356 | 3.93509765987644 |
216 | 2 | 2.21889866709885 | -0.218898667098853 |
217 | 0 | 1.12196442863873 | -1.12196442863873 |
218 | 7 | 0.858704419813169 | 6.14129558018683 |
219 | 3 | 1.07053085005986 | 1.92946914994014 |
220 | 0 | 1.31783163780555 | -1.31783163780555 |
221 | 0 | 1.94424801567222 | -1.94424801567222 |
222 | 6 | 2.14248604238294 | 3.85751395761706 |
223 | 2 | 1.16087855892066 | 0.839121441079337 |
224 | 0 | 1.25181575004239 | -1.25181575004239 |
225 | 0 | 1.37781546499212 | -1.37781546499212 |
226 | 3 | 0.706925550529936 | 2.29307444947006 |
227 | 0 | -0.110370128157285 | 0.110370128157285 |
228 | 1 | 1.35516304808076 | -0.355163048080763 |
229 | 1 | 0.827783411577385 | 0.172216588422615 |
230 | 0 | 2.13988079989594 | -2.13988079989594 |
231 | 1 | 1.64686803068414 | -0.646868030684142 |
232 | 0 | 0.693372769578654 | -0.693372769578654 |
233 | 0 | 1.6802818194822 | -1.6802818194822 |
234 | 0 | 1.2280205889291 | -1.2280205889291 |
235 | 0 | 1.93612556214268 | -1.93612556214268 |
236 | 0 | 1.06956450140983 | -1.06956450140983 |
237 | 0 | 1.75884294431769 | -1.75884294431769 |
238 | 0 | 1.29360512390698 | -1.29360512390698 |
239 | 0 | 1.1283621175608 | -1.1283621175608 |
240 | 0 | 1.39385194119858 | -1.39385194119858 |
241 | 0 | 1.25432019989156 | -1.25432019989156 |
242 | 0 | 2.18856624498582 | -2.18856624498582 |
243 | 0 | 0.920633898456763 | -0.920633898456763 |
244 | 2 | 1.05399891944573 | 0.946001080554269 |
245 | 0 | 1.05479992229159 | -1.05479992229159 |
246 | 1 | 1.57639223120966 | -0.576392231209656 |
247 | 1 | 0.972159555535137 | 0.0278404444648634 |
248 | 0 | 1.25592934190844 | -1.25592934190844 |
249 | 0 | 0.607058758594737 | -0.607058758594737 |
250 | 0 | 0.332936504398312 | -0.332936504398312 |
251 | 0 | 2.04428958246845 | -2.04428958246845 |
252 | 0 | 1.23924625668902 | -1.23924625668902 |
253 | 0 | -0.724467997487267 | 0.724467997487267 |
254 | 1 | 1.80878266684257 | -0.808782666842572 |
255 | 0 | 2.02167952093583 | -2.02167952093583 |
256 | 0 | 0.113064818440047 | -0.113064818440047 |
257 | 0 | 0.366113582894777 | -0.366113582894777 |
258 | 0 | 1.10425165440823 | -1.10425165440823 |
259 | 1 | 1.19113988203437 | -0.191139882034371 |
260 | 0 | 0.303865554452529 | -0.303865554452529 |
261 | 0 | 1.47581537717161 | -1.47581537717161 |
262 | 0 | 0.378037221272386 | -0.378037221272386 |
263 | 0 | 0.347817337833338 | -0.347817337833338 |
264 | 0 | 0.720137183903627 | -0.720137183903627 |
265 | 0 | 1.14111722275273 | -1.14111722275273 |
266 | 0 | 0.725686066203575 | -0.725686066203575 |
267 | 0 | 1.24915437540233 | -1.24915437540233 |
268 | 0 | 0.596571773815832 | -0.596571773815832 |
269 | 0 | 0.784456833179869 | -0.784456833179869 |
270 | 0 | 1.76867800562637 | -1.76867800562637 |
271 | 1 | 1.89815620127499 | -0.898156201274988 |
272 | 0 | 1.19098325246914 | -1.19098325246914 |
273 | 0 | -0.350483253629131 | 0.350483253629131 |
274 | 1 | 0.790270554698083 | 0.209729445301916 |
275 | 0 | 0.381122531345842 | -0.381122531345842 |
276 | 6 | 1.4311743100975 | 4.5688256899025 |
277 | 3 | 0.963687356195971 | 2.03631264380403 |
278 | 1 | -0.538601991890718 | 1.53860199189072 |
279 | 2 | 0.921986615022797 | 1.0780133849772 |
280 | 0 | 1.38293732997629 | -1.38293732997629 |
281 | 0 | 1.3832456389945 | -1.3832456389945 |
282 | 0 | 1.25285864454256 | -1.25285864454256 |
283 | 3 | 1.00177629213311 | 1.99822370786689 |
284 | 1 | -0.0949492136382311 | 1.09494921363823 |
285 | 0 | 1.50181625990267 | -1.50181625990267 |
286 | 0 | 1.731833639171 | -1.731833639171 |
287 | 1 | 0.860989572274942 | 0.139010427725058 |
288 | 0 | 0.79618045929443 | -0.79618045929443 |
289 | 0 | 1.47228608637827 | -1.47228608637827 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.607227703285019 | 0.785544593429963 | 0.392772296714981 |
11 | 0.463908365816078 | 0.927816731632156 | 0.536091634183922 |
12 | 0.96484292961466 | 0.0703141407706801 | 0.03515707038534 |
13 | 0.938721657356725 | 0.12255668528655 | 0.061278342643275 |
14 | 0.923845140184598 | 0.152309719630805 | 0.0761548598154024 |
15 | 0.90110864395193 | 0.19778271209614 | 0.0988913560480702 |
16 | 0.922568934483455 | 0.15486213103309 | 0.0774310655165449 |
17 | 0.963298397215828 | 0.0734032055683436 | 0.0367016027841718 |
18 | 0.947446964173091 | 0.105106071653819 | 0.0525530358269094 |
19 | 0.925527504435875 | 0.148944991128251 | 0.0744724955641253 |
20 | 0.90925907506373 | 0.18148184987254 | 0.09074092493627 |
21 | 0.918241224584701 | 0.163517550830598 | 0.081758775415299 |
22 | 0.921234845189767 | 0.157530309620467 | 0.0787651548102334 |
23 | 0.893334380932421 | 0.213331238135159 | 0.106665619067579 |
24 | 0.886017152548973 | 0.227965694902053 | 0.113982847451027 |
25 | 0.860666496632329 | 0.278667006735341 | 0.139333503367671 |
26 | 0.826611448913253 | 0.346777102173494 | 0.173388551086747 |
27 | 0.852471507163305 | 0.29505698567339 | 0.147528492836695 |
28 | 0.865940110362686 | 0.268119779274628 | 0.134059889637314 |
29 | 0.865769877203165 | 0.268460245593669 | 0.134230122796835 |
30 | 0.889918978134566 | 0.220162043730868 | 0.110081021865434 |
31 | 0.864338060126154 | 0.271323879747693 | 0.135661939873846 |
32 | 0.840719556338607 | 0.318560887322786 | 0.159280443661393 |
33 | 0.847813757579321 | 0.304372484841359 | 0.152186242420679 |
34 | 0.876581499120399 | 0.246837001759201 | 0.123418500879601 |
35 | 0.854612345289745 | 0.29077530942051 | 0.145387654710255 |
36 | 0.823107188062386 | 0.353785623875227 | 0.176892811937614 |
37 | 0.787731106534049 | 0.424537786931901 | 0.212268893465951 |
38 | 0.808561640256789 | 0.382876719486422 | 0.191438359743211 |
39 | 0.819635249651131 | 0.360729500697738 | 0.180364750348869 |
40 | 0.784566284926549 | 0.430867430146902 | 0.215433715073451 |
41 | 0.746425675950849 | 0.507148648098303 | 0.253574324049151 |
42 | 0.704007869546364 | 0.591984260907272 | 0.295992130453636 |
43 | 0.67050842010358 | 0.65898315979284 | 0.32949157989642 |
44 | 0.630829331532065 | 0.738341336935869 | 0.369170668467935 |
45 | 0.808816540940888 | 0.382366918118224 | 0.191183459059112 |
46 | 0.790058060123318 | 0.419883879753363 | 0.209941939876682 |
47 | 0.76336580729419 | 0.473268385411619 | 0.23663419270581 |
48 | 0.768036303036641 | 0.463927393926717 | 0.231963696963359 |
49 | 0.734553701885622 | 0.530892596228756 | 0.265446298114378 |
50 | 0.872307857166674 | 0.255384285666653 | 0.127692142833326 |
51 | 0.941899340801795 | 0.116201318396411 | 0.0581006591982054 |
52 | 0.931645795779562 | 0.136708408440876 | 0.0683542042204381 |
53 | 0.944466213782711 | 0.111067572434577 | 0.0555337862172887 |
54 | 0.963767308295402 | 0.0724653834091958 | 0.0362326917045979 |
55 | 0.954990723011646 | 0.0900185539767077 | 0.0450092769883539 |
56 | 0.950584863402293 | 0.0988302731954139 | 0.0494151365977069 |
57 | 0.938614542583139 | 0.122770914833721 | 0.0613854574168607 |
58 | 0.962295484846746 | 0.075409030306507 | 0.0377045151532535 |
59 | 0.965803272462484 | 0.0683934550750316 | 0.0341967275375158 |
60 | 0.961504959408173 | 0.0769900811836532 | 0.0384950405918266 |
61 | 0.955005074138703 | 0.0899898517225947 | 0.0449949258612974 |
62 | 0.946549298566624 | 0.106901402866752 | 0.0534507014333761 |
63 | 0.936437476092975 | 0.127125047814049 | 0.0635625239070245 |
64 | 0.923012776586068 | 0.153974446827864 | 0.0769872234139322 |
65 | 0.929206403156739 | 0.141587193686523 | 0.0707935968432613 |
66 | 0.92896265164312 | 0.142074696713761 | 0.0710373483568804 |
67 | 0.99654979168759 | 0.00690041662481915 | 0.00345020831240958 |
68 | 0.998123214894248 | 0.00375357021150439 | 0.0018767851057522 |
69 | 0.99968475331354 | 0.000630493372920634 | 0.000315246686460317 |
70 | 0.999745479940825 | 0.000509040118349676 | 0.000254520059174838 |
71 | 0.999850145471725 | 0.000299709056549631 | 0.000149854528274816 |
72 | 0.9998063788088 | 0.000387242382399379 | 0.000193621191199689 |
73 | 0.99976264580881 | 0.000474708382380665 | 0.000237354191190333 |
74 | 0.999745259319572 | 0.000509481360855807 | 0.000254740680427903 |
75 | 0.99983688591222 | 0.000326228175560295 | 0.000163114087780147 |
76 | 0.999767867393412 | 0.000464265213175196 | 0.000232132606587598 |
77 | 0.999865013201016 | 0.000269973597968726 | 0.000134986798984363 |
78 | 0.999994553011705 | 1.08939765895625e-05 | 5.44698829478123e-06 |
79 | 0.999995748992798 | 8.50201440383559e-06 | 4.25100720191779e-06 |
80 | 0.999996404134958 | 7.19173008432022e-06 | 3.59586504216011e-06 |
81 | 0.999994654094993 | 1.0691810013065e-05 | 5.34590500653248e-06 |
82 | 0.999994677043191 | 1.06459136178555e-05 | 5.32295680892775e-06 |
83 | 0.999993351596667 | 1.32968066664315e-05 | 6.64840333321574e-06 |
84 | 0.999990270771127 | 1.94584577457264e-05 | 9.72922887286319e-06 |
85 | 0.99999221148557 | 1.55770288596551e-05 | 7.78851442982757e-06 |
86 | 0.999988670537279 | 2.26589254420279e-05 | 1.13294627210139e-05 |
87 | 0.999991613733076 | 1.67725338489346e-05 | 8.38626692446731e-06 |
88 | 0.999988449372384 | 2.31012552310911e-05 | 1.15506276155455e-05 |
89 | 0.99999003015652 | 1.99396869605135e-05 | 9.96984348025675e-06 |
90 | 0.99998776572504 | 2.44685499205944e-05 | 1.22342749602972e-05 |
91 | 0.999983138296975 | 3.37234060490645e-05 | 1.68617030245323e-05 |
92 | 0.999975399631362 | 4.92007372765615e-05 | 2.46003686382808e-05 |
93 | 0.99997867265288 | 4.26546942396125e-05 | 2.13273471198062e-05 |
94 | 0.999982646209229 | 3.47075815418993e-05 | 1.73537907709496e-05 |
95 | 0.999977676366298 | 4.46472674034406e-05 | 2.23236337017203e-05 |
96 | 0.999978343128246 | 4.33137435074528e-05 | 2.16568717537264e-05 |
97 | 0.999991230890277 | 1.75382194454261e-05 | 8.76910972271305e-06 |
98 | 0.999990563466471 | 1.88730670575977e-05 | 9.43653352879885e-06 |
99 | 0.999989701755878 | 2.05964882448058e-05 | 1.02982441224029e-05 |
100 | 0.999985421532769 | 2.91569344616132e-05 | 1.45784672308066e-05 |
101 | 0.999989869871097 | 2.0260257806232e-05 | 1.0130128903116e-05 |
102 | 0.999987928512624 | 2.41429747529858e-05 | 1.20714873764929e-05 |
103 | 0.999983649950172 | 3.27000996562172e-05 | 1.63500498281086e-05 |
104 | 0.999976442140294 | 4.71157194120532e-05 | 2.35578597060266e-05 |
105 | 0.999969737922352 | 6.05241552950745e-05 | 3.02620776475373e-05 |
106 | 0.999960607191178 | 7.87856176431865e-05 | 3.93928088215932e-05 |
107 | 0.999989458138644 | 2.1083722711814e-05 | 1.0541861355907e-05 |
108 | 0.999987406087057 | 2.51878258856061e-05 | 1.2593912942803e-05 |
109 | 0.999999558628302 | 8.82743396415478e-07 | 4.41371698207739e-07 |
110 | 0.999999797800222 | 4.04399556382502e-07 | 2.02199778191251e-07 |
111 | 0.999999749650328 | 5.00699343020676e-07 | 2.50349671510338e-07 |
112 | 0.999999846954157 | 3.06091686386946e-07 | 1.53045843193473e-07 |
113 | 0.999999840147286 | 3.19705428451501e-07 | 1.5985271422575e-07 |
114 | 0.999999859740508 | 2.80518984836652e-07 | 1.40259492418326e-07 |
115 | 0.999999862055016 | 2.75889968088706e-07 | 1.37944984044353e-07 |
116 | 0.999999856205631 | 2.87588738643634e-07 | 1.43794369321817e-07 |
117 | 0.999999804031267 | 3.9193746627541e-07 | 1.95968733137705e-07 |
118 | 0.999999703039318 | 5.93921364297399e-07 | 2.96960682148699e-07 |
119 | 0.99999966249068 | 6.75018639814912e-07 | 3.37509319907456e-07 |
120 | 0.99999949042041 | 1.01915917940968e-06 | 5.0957958970484e-07 |
121 | 0.999999327469406 | 1.34506118758875e-06 | 6.72530593794376e-07 |
122 | 0.999999107453837 | 1.7850923252865e-06 | 8.92546162643251e-07 |
123 | 0.999999027474724 | 1.94505055183385e-06 | 9.72525275916924e-07 |
124 | 0.999998852087894 | 2.29582421161812e-06 | 1.14791210580906e-06 |
125 | 0.999998780959271 | 2.43808145796923e-06 | 1.21904072898461e-06 |
126 | 0.99999928802407 | 1.42395185917955e-06 | 7.11975929589776e-07 |
127 | 0.999999191794243 | 1.61641151452214e-06 | 8.08205757261068e-07 |
128 | 0.999998879698133 | 2.24060373408668e-06 | 1.12030186704334e-06 |
129 | 0.999998760183759 | 2.47963248118256e-06 | 1.23981624059128e-06 |
130 | 0.99999812328125 | 3.75343749923337e-06 | 1.87671874961668e-06 |
131 | 0.999999099858902 | 1.80028219655111e-06 | 9.00141098275553e-07 |
132 | 0.999998986931885 | 2.02613622893e-06 | 1.013068114465e-06 |
133 | 0.999999383825866 | 1.23234826826827e-06 | 6.16174134134134e-07 |
134 | 0.999999508076963 | 9.83846074112207e-07 | 4.91923037056104e-07 |
135 | 0.999999538429527 | 9.23140946388698e-07 | 4.61570473194349e-07 |
136 | 0.999999357924103 | 1.28415179484688e-06 | 6.4207589742344e-07 |
137 | 0.999999032884928 | 1.93423014375408e-06 | 9.67115071877039e-07 |
138 | 0.999999332047386 | 1.33590522825272e-06 | 6.67952614126359e-07 |
139 | 0.999999089081658 | 1.82183668337468e-06 | 9.10918341687338e-07 |
140 | 0.999998647292171 | 2.70541565830924e-06 | 1.35270782915462e-06 |
141 | 0.999998237494989 | 3.52501002133347e-06 | 1.76250501066674e-06 |
142 | 0.99999766014875 | 4.6797025006427e-06 | 2.33985125032135e-06 |
143 | 0.999997316146643 | 5.36770671362042e-06 | 2.68385335681021e-06 |
144 | 0.999996251872269 | 7.49625546221597e-06 | 3.74812773110798e-06 |
145 | 0.999998366985296 | 3.26602940889764e-06 | 1.63301470444882e-06 |
146 | 0.999997866825531 | 4.26634893709303e-06 | 2.13317446854652e-06 |
147 | 0.999999562306154 | 8.7538769255061e-07 | 4.37693846275305e-07 |
148 | 0.999999349304663 | 1.30139067378473e-06 | 6.50695336892365e-07 |
149 | 0.999999062770375 | 1.87445924975502e-06 | 9.37229624877508e-07 |
150 | 0.99999867315935 | 2.65368130047348e-06 | 1.32684065023674e-06 |
151 | 0.999999012258046 | 1.97548390871212e-06 | 9.8774195435606e-07 |
152 | 0.999999325165324 | 1.34966935153373e-06 | 6.74834675766863e-07 |
153 | 0.999998966071866 | 2.06785626777443e-06 | 1.03392813388721e-06 |
154 | 0.999998478169001 | 3.04366199718205e-06 | 1.52183099859103e-06 |
155 | 0.999998285653252 | 3.42869349659888e-06 | 1.71434674829944e-06 |
156 | 0.999997441959017 | 5.11608196670003e-06 | 2.55804098335002e-06 |
157 | 0.999997060940219 | 5.87811956212657e-06 | 2.93905978106329e-06 |
158 | 0.999996041380638 | 7.9172387232178e-06 | 3.9586193616089e-06 |
159 | 0.999996184820524 | 7.63035895149268e-06 | 3.81517947574634e-06 |
160 | 0.999995957008299 | 8.08598340173495e-06 | 4.04299170086748e-06 |
161 | 0.999994012900315 | 1.19741993694668e-05 | 5.98709968473338e-06 |
162 | 0.999999983061048 | 3.38779042860821e-08 | 1.6938952143041e-08 |
163 | 0.999999975900707 | 4.81985862219906e-08 | 2.40992931109953e-08 |
164 | 0.999999996866705 | 6.26658910135853e-09 | 3.13329455067926e-09 |
165 | 0.999999995534032 | 8.9319359760902e-09 | 4.4659679880451e-09 |
166 | 0.999999994883293 | 1.02334146208911e-08 | 5.11670731044554e-09 |
167 | 0.99999999418622 | 1.16275599590565e-08 | 5.81377997952826e-09 |
168 | 0.999999993699586 | 1.26008289210599e-08 | 6.30041446052996e-09 |
169 | 0.99999998987843 | 2.0243139223121e-08 | 1.01215696115605e-08 |
170 | 0.999999986094834 | 2.7810331042421e-08 | 1.39051655212105e-08 |
171 | 0.999999997554768 | 4.89046447893027e-09 | 2.44523223946514e-09 |
172 | 0.999999996215719 | 7.56856119689489e-09 | 3.78428059844745e-09 |
173 | 0.999999994776059 | 1.0447881866736e-08 | 5.22394093336802e-09 |
174 | 0.999999999999098 | 1.80408400647511e-12 | 9.02042003237553e-13 |
175 | 0.999999999999561 | 8.78386449882464e-13 | 4.39193224941232e-13 |
176 | 0.999999999999504 | 9.91617340218464e-13 | 4.95808670109232e-13 |
177 | 0.999999999999126 | 1.74822711846365e-12 | 8.74113559231825e-13 |
178 | 0.999999999998596 | 2.8071283146405e-12 | 1.40356415732025e-12 |
179 | 0.999999999998129 | 3.741769497714e-12 | 1.870884748857e-12 |
180 | 0.9999999999969 | 6.20007270158035e-12 | 3.10003635079018e-12 |
181 | 0.999999999998671 | 2.65763197824727e-12 | 1.32881598912364e-12 |
182 | 0.99999999999803 | 3.93984593723937e-12 | 1.96992296861968e-12 |
183 | 0.999999999996103 | 7.79438941626721e-12 | 3.8971947081336e-12 |
184 | 0.999999999994453 | 1.10949564263468e-11 | 5.5474782131734e-12 |
185 | 0.999999999991138 | 1.77246521824386e-11 | 8.86232609121931e-12 |
186 | 0.999999999982741 | 3.45179313879071e-11 | 1.72589656939535e-11 |
187 | 0.999999999968051 | 6.38984042277184e-11 | 3.19492021138592e-11 |
188 | 0.999999999939001 | 1.21997755389836e-10 | 6.09988776949181e-11 |
189 | 0.999999999885092 | 2.29815440232746e-10 | 1.14907720116373e-10 |
190 | 0.999999999835546 | 3.2890754383973e-10 | 1.64453771919865e-10 |
191 | 0.99999999982397 | 3.52059064244376e-10 | 1.76029532122188e-10 |
192 | 0.999999999760135 | 4.79729831842497e-10 | 2.39864915921249e-10 |
193 | 0.999999999683666 | 6.3266806762061e-10 | 3.16334033810305e-10 |
194 | 0.999999999853342 | 2.93316328956294e-10 | 1.46658164478147e-10 |
195 | 0.999999999755603 | 4.88794440592847e-10 | 2.44397220296424e-10 |
196 | 0.999999999684666 | 6.3066761786629e-10 | 3.15333808933145e-10 |
197 | 0.999999999634072 | 7.31855174133083e-10 | 3.65927587066541e-10 |
198 | 0.999999999471807 | 1.05638700755962e-09 | 5.28193503779809e-10 |
199 | 0.999999999120487 | 1.75902575730748e-09 | 8.79512878653739e-10 |
200 | 0.999999998432541 | 3.13491711351158e-09 | 1.56745855675579e-09 |
201 | 0.9999999980578 | 3.88440084828766e-09 | 1.94220042414383e-09 |
202 | 0.999999996601527 | 6.79694554799031e-09 | 3.39847277399516e-09 |
203 | 0.999999994333234 | 1.1333532580804e-08 | 5.66676629040198e-09 |
204 | 0.999999989670824 | 2.06583522763727e-08 | 1.03291761381863e-08 |
205 | 0.999999982550704 | 3.48985913731528e-08 | 1.74492956865764e-08 |
206 | 0.999999974130675 | 5.17386503406285e-08 | 2.58693251703143e-08 |
207 | 0.999999956302556 | 8.73948874124028e-08 | 4.36974437062014e-08 |
208 | 0.999999936502121 | 1.26995757823902e-07 | 6.3497878911951e-08 |
209 | 0.999999900202309 | 1.9959538282453e-07 | 9.97976914122652e-08 |
210 | 0.999999827195671 | 3.45608657826145e-07 | 1.72804328913073e-07 |
211 | 0.999999929290671 | 1.41418656939657e-07 | 7.07093284698287e-08 |
212 | 0.999999877103392 | 2.45793215973729e-07 | 1.22896607986864e-07 |
213 | 0.999999799361043 | 4.01277914160524e-07 | 2.00638957080262e-07 |
214 | 0.999999657685155 | 6.8462968911139e-07 | 3.42314844555695e-07 |
215 | 0.999999986403163 | 2.71936730736426e-08 | 1.35968365368213e-08 |
216 | 0.999999980177324 | 3.96453525054677e-08 | 1.98226762527338e-08 |
217 | 0.999999970033931 | 5.99321371513794e-08 | 2.99660685756897e-08 |
218 | 0.999999999989519 | 2.09613098111241e-11 | 1.04806549055621e-11 |
219 | 0.999999999995539 | 8.92144709280018e-12 | 4.46072354640009e-12 |
220 | 0.9999999999903 | 1.93996730752441e-11 | 9.69983653762204e-12 |
221 | 0.999999999983654 | 3.26914669707282e-11 | 1.63457334853641e-11 |
222 | 0.999999999999997 | 6.65585731514022e-15 | 3.32792865757011e-15 |
223 | 0.999999999999991 | 1.70245026954459e-14 | 8.51225134772293e-15 |
224 | 0.999999999999978 | 4.37066426180739e-14 | 2.1853321309037e-14 |
225 | 0.999999999999945 | 1.10223277001075e-13 | 5.51116385005377e-14 |
226 | 0.999999999999978 | 4.32192540442282e-14 | 2.16096270221141e-14 |
227 | 0.999999999999942 | 1.16416182572936e-13 | 5.82080912864678e-14 |
228 | 0.999999999999849 | 3.0179315565152e-13 | 1.5089657782576e-13 |
229 | 0.99999999999963 | 7.40640611939618e-13 | 3.70320305969809e-13 |
230 | 0.999999999999338 | 1.32425419272629e-12 | 6.62127096363147e-13 |
231 | 0.999999999998671 | 2.65815470436971e-12 | 1.32907735218485e-12 |
232 | 0.999999999996899 | 6.20189935065881e-12 | 3.10094967532941e-12 |
233 | 0.999999999995491 | 9.01794068926795e-12 | 4.50897034463397e-12 |
234 | 0.999999999988704 | 2.25913074782539e-11 | 1.12956537391269e-11 |
235 | 0.999999999975868 | 4.8263882185462e-11 | 2.4131941092731e-11 |
236 | 0.999999999943951 | 1.12098932474283e-10 | 5.60494662371413e-11 |
237 | 0.999999999883957 | 2.32086510215616e-10 | 1.16043255107808e-10 |
238 | 0.999999999744267 | 5.11465116842529e-10 | 2.55732558421264e-10 |
239 | 0.999999999444831 | 1.11033843436966e-09 | 5.55169217184829e-10 |
240 | 0.999999998818916 | 2.36216717522302e-09 | 1.18108358761151e-09 |
241 | 0.999999997393918 | 5.21216314825152e-09 | 2.60608157412576e-09 |
242 | 0.999999994247581 | 1.15048387028698e-08 | 5.7524193514349e-09 |
243 | 0.99999998672009 | 2.65598207901727e-08 | 1.32799103950863e-08 |
244 | 0.99999998313165 | 3.373669931454e-08 | 1.686834965727e-08 |
245 | 0.999999963842661 | 7.23146771523166e-08 | 3.61573385761583e-08 |
246 | 0.99999991706091 | 1.65878180831709e-07 | 8.29390904158547e-08 |
247 | 0.999999813231847 | 3.73536305151125e-07 | 1.86768152575562e-07 |
248 | 0.99999958467648 | 8.30647039430396e-07 | 4.15323519715198e-07 |
249 | 0.999999139880712 | 1.72023857626561e-06 | 8.60119288132804e-07 |
250 | 0.999998505430171 | 2.98913965808945e-06 | 1.49456982904472e-06 |
251 | 0.999997017102363 | 5.96579527393446e-06 | 2.98289763696723e-06 |
252 | 0.999993981438087 | 1.20371238253371e-05 | 6.01856191266855e-06 |
253 | 0.999987351282556 | 2.52974348875052e-05 | 1.26487174437526e-05 |
254 | 0.999976255583544 | 4.74888329128942e-05 | 2.37444164564471e-05 |
255 | 0.999975226748646 | 4.95465027089162e-05 | 2.47732513544581e-05 |
256 | 0.999955631145343 | 8.87377093144862e-05 | 4.43688546572431e-05 |
257 | 0.999927932019403 | 0.000144135961193464 | 7.20679805967321e-05 |
258 | 0.999859070191849 | 0.000281859616301424 | 0.000140929808150712 |
259 | 0.999806863146915 | 0.000386273706170155 | 0.000193136853085078 |
260 | 0.999613223361867 | 0.000773553276266367 | 0.000386776638133183 |
261 | 0.999263953999251 | 0.00147209200149715 | 0.000736046000748577 |
262 | 0.998673679213719 | 0.00265264157256224 | 0.00132632078628112 |
263 | 0.99756834051347 | 0.00486331897306068 | 0.00243165948653034 |
264 | 0.996275908874385 | 0.00744818225123058 | 0.00372409112561529 |
265 | 0.993954958451498 | 0.012090083097005 | 0.00604504154850248 |
266 | 0.991774013525882 | 0.0164519729482356 | 0.00822598647411779 |
267 | 0.989264603570496 | 0.0214707928590079 | 0.010735396429504 |
268 | 0.984304053832633 | 0.0313918923347349 | 0.0156959461673674 |
269 | 0.976878238765518 | 0.0462435224689646 | 0.0231217612344823 |
270 | 0.987590289486127 | 0.024819421027746 | 0.012409710513873 |
271 | 0.977330355943794 | 0.0453392881124128 | 0.0226696440562064 |
272 | 0.959737522606813 | 0.0805249547863731 | 0.0402624773931866 |
273 | 0.93977739453452 | 0.120445210930959 | 0.0602226054654795 |
274 | 0.89692908210275 | 0.206141835794501 | 0.10307091789725 |
275 | 0.841985993428647 | 0.316028013142706 | 0.158014006571353 |
276 | 0.956398373264547 | 0.0872032534709065 | 0.0436016267354532 |
277 | 0.998812155875509 | 0.00237568824898172 | 0.00118784412449086 |
278 | 0.995491941346211 | 0.00901611730757866 | 0.00450805865378933 |
279 | 0.978195664725338 | 0.043608670549324 | 0.021804335274662 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 200 | 0.740740740740741 | NOK |
5% type I error level | 208 | 0.77037037037037 | NOK |
10% type I error level | 219 | 0.811111111111111 | NOK |