Multiple Linear Regression - Estimated Regression Equation |
blogged_computations[t] = -10.0517006343992 + 0.000189042706281921time_in_rfc[t] + 0.0177045053191826compendium_views_info[t] -1.17116475676695shared_compendiums[t] + 0.15962793353927feedback_messages_p1[t] + 0.220292606615797feedback_messages_p120[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) | -10.0517006343992 | 2.85353 | -3.5225 | 0.000498 | 0.000249 |
time_in_rfc | 0.000189042706281921 | 3.7e-05 | 5.1349 | 1e-06 | 0 |
compendium_views_info | 0.0177045053191826 | 0.008704 | 2.034 | 0.042884 | 0.021442 |
shared_compendiums | -1.17116475676695 | 0.444476 | -2.6349 | 0.008879 | 0.00444 |
feedback_messages_p1 | 0.15962793353927 | 0.082066 | 1.9451 | 0.052752 | 0.026376 |
feedback_messages_p120 | 0.220292606615797 | 0.085726 | 2.5697 | 0.01069 | 0.005345 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.864000580714665 |
R-squared | 0.746497003475278 |
Adjusted R-squared | 0.742018151946573 |
F-TEST (value) | 166.671522530032 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 18.7420319020022 |
Sum Squared Residuals | 99407.6440278343 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 79 | 72.3809366343985 | 6.61906336560146 |
2 | 58 | 53.4822263469372 | 4.51777365306278 |
3 | 60 | 62.9515814702325 | -2.95158147023249 |
4 | 108 | 79.8325324008794 | 28.1674675991206 |
5 | 49 | 38.9341992364277 | 10.0658007635723 |
6 | 0 | 30.4806996920614 | -30.4806996920614 |
7 | 121 | 125.856036219666 | -4.85603621966586 |
8 | 1 | 13.6901459054417 | -12.6901459054417 |
9 | 20 | 31.1266648461717 | -11.1266648461717 |
10 | 43 | 60.3355316814355 | -17.3355316814355 |
11 | 69 | 58.3346153833219 | 10.6653846166781 |
12 | 78 | 95.8320391441598 | -17.8320391441598 |
13 | 86 | 81.8502998973293 | 4.14970010267076 |
14 | 44 | 51.841955906631 | -7.84195590663102 |
15 | 104 | 100.545910788414 | 3.45408921158615 |
16 | 63 | 58.4224471969102 | 4.57755280308977 |
17 | 158 | 142.674664843671 | 15.3253351563293 |
18 | 102 | 83.6113472589425 | 18.3886527410575 |
19 | 77 | 80.6692947636347 | -3.66929476363466 |
20 | 82 | 50.9612866497153 | 31.0387133502847 |
21 | 115 | 81.857583804943 | 33.142416195057 |
22 | 101 | 89.2574553948448 | 11.7425446051552 |
23 | 80 | 111.944828212701 | -31.9448282127007 |
24 | 50 | 52.9506227310303 | -2.95062273103034 |
25 | 83 | 73.408502014525 | 9.59149798547497 |
26 | 123 | 87.1082655367952 | 35.8917344632048 |
27 | 73 | 81.0509450542622 | -8.05094505426218 |
28 | 81 | 82.0666998224706 | -1.06669982247061 |
29 | 105 | 87.6953135718846 | 17.3046864281154 |
30 | 47 | 54.8558106523983 | -7.85581065239829 |
31 | 105 | 88.2961727495777 | 16.7038272504223 |
32 | 94 | 88.5114537981586 | 5.48854620184137 |
33 | 44 | 78.3814958842682 | -34.3814958842682 |
34 | 114 | 110.244447904122 | 3.75555209587771 |
35 | 38 | 48.0283211099965 | -10.0283211099965 |
36 | 107 | 108.416579662891 | -1.41657966289069 |
37 | 30 | 30.1494286378676 | -0.149428637867586 |
38 | 71 | 84.7778427089371 | -13.7778427089371 |
39 | 84 | 117.462795355803 | -33.4627953558028 |
40 | 0 | -7.45581480177734 | 7.45581480177734 |
41 | 59 | 60.9150464301252 | -1.91504643012518 |
42 | 33 | 28.989673669459 | 4.01032633054103 |
43 | 42 | 34.0986567222529 | 7.90134327774711 |
44 | 96 | 100.488713841554 | -4.48871384155436 |
45 | 106 | 90.5236486118857 | 15.4763513881143 |
46 | 56 | 61.9773393220374 | -5.97733932203738 |
47 | 57 | 69.0304093879275 | -12.0304093879276 |
48 | 59 | 57.7206641123258 | 1.27933588767421 |
49 | 39 | 46.7058620879697 | -7.70586208796965 |
50 | 34 | 43.2830727286161 | -9.28307272861608 |
51 | 76 | 129.228875997723 | -53.2288759977234 |
52 | 20 | 35.9738244492754 | -15.9738244492754 |
53 | 91 | 88.6210360202575 | 2.37896397974249 |
54 | 115 | 107.065623206369 | 7.93437679363107 |
55 | 85 | 72.3791252754107 | 12.6208747245893 |
56 | 76 | 70.7282027938298 | 5.27179720617016 |
57 | 8 | 1.83802995351157 | 6.16197004648843 |
58 | 79 | 110.178135500517 | -31.1781355005167 |
59 | 21 | 25.0333031356594 | -4.03330313565944 |
60 | 30 | 30.916950402482 | -0.916950402482021 |
61 | 76 | 83.8872876422053 | -7.8872876422053 |
62 | 101 | 103.017336641002 | -2.01733664100198 |
63 | 94 | 105.892458580001 | -11.8924585800006 |
64 | 27 | 35.4434131040226 | -8.44341310402257 |
65 | 92 | 82.3576838049531 | 9.64231619504687 |
66 | 123 | 100.147795928629 | 22.8522040713711 |
67 | 75 | 65.4947996244685 | 9.50520037553146 |
68 | 128 | 110.110220901592 | 17.8897790984083 |
69 | 105 | 68.5279888791876 | 36.4720111208124 |
70 | 55 | 67.996415900413 | -12.996415900413 |
71 | 56 | 77.0795892895985 | -21.0795892895985 |
72 | 41 | 73.1959157532692 | -32.1959157532692 |
73 | 72 | 60.7036550984931 | 11.2963449015069 |
74 | 67 | 59.0583416635932 | 7.9416583364068 |
75 | 75 | 75.833485968084 | -0.833485968084013 |
76 | 114 | 72.4286187707397 | 41.5713812292603 |
77 | 118 | 44.6410910104846 | 73.3589089895154 |
78 | 77 | 77.1109604335831 | -0.110960433583127 |
79 | 22 | 32.4515238979345 | -10.4515238979344 |
80 | 66 | 86.8315167631156 | -20.8315167631156 |
81 | 69 | 62.6898161988089 | 6.31018380119108 |
82 | 105 | 73.1107807188325 | 31.8892192811675 |
83 | 116 | 97.4236348362361 | 18.5763651637639 |
84 | 88 | 86.0941307372822 | 1.9058692627178 |
85 | 73 | 68.6313088337418 | 4.36869116625825 |
86 | 99 | 63.5425976205161 | 35.4574023794839 |
87 | 62 | 69.3099171861713 | -7.30991718617133 |
88 | 53 | 49.4612402687365 | 3.5387597312635 |
89 | 118 | 121.071052335501 | -3.07105233550121 |
90 | 30 | 60.5429150942784 | -30.5429150942784 |
91 | 100 | 61.9162979029654 | 38.0837020970346 |
92 | 49 | 23.4062249094501 | 25.5937750905499 |
93 | 24 | 55.3124357436206 | -31.3124357436206 |
94 | 67 | 55.0430181356971 | 11.9569818643029 |
95 | 46 | 44.1596439808878 | 1.84035601911217 |
96 | 57 | 104.794465303643 | -47.7944653036428 |
97 | 75 | 93.8695111105287 | -18.8695111105287 |
98 | 135 | 83.7876303818952 | 51.2123696181048 |
99 | 68 | 73.6416558403554 | -5.64165584035535 |
100 | 124 | 76.879774832128 | 47.120225167872 |
101 | 33 | 48.7356050081886 | -15.7356050081886 |
102 | 98 | 92.4953372873077 | 5.5046627126923 |
103 | 58 | 85.9168613527356 | -27.9168613527356 |
104 | 68 | 67.8441347712556 | 0.15586522874436 |
105 | 81 | 67.0490523408006 | 13.9509476591994 |
106 | 131 | 83.2587777179255 | 47.7412222820745 |
107 | 110 | 119.933354241109 | -9.9333542411089 |
108 | 37 | 32.7212339342348 | 4.27876606576516 |
109 | 130 | 91.6746299322257 | 38.3253700677743 |
110 | 93 | 91.9822974213751 | 1.01770257862491 |
111 | 118 | 89.8473549487826 | 28.1526450512174 |
112 | 39 | 55.9509659832323 | -16.9509659832323 |
113 | 13 | 22.6678062083628 | -9.66780620836283 |
114 | 74 | 44.1139625194928 | 29.8860374805072 |
115 | 81 | 63.4479580909736 | 17.5520419090264 |
116 | 109 | 83.2671686433054 | 25.7328313566947 |
117 | 151 | 92.1040306470589 | 58.8959693529411 |
118 | 51 | 68.6368424600226 | -17.6368424600226 |
119 | 28 | 43.3112829493389 | -15.3112829493389 |
120 | 40 | 31.5031633982826 | 8.4968366017174 |
121 | 56 | 48.898829786811 | 7.10117021318904 |
122 | 27 | 21.2656853381436 | 5.73431466185637 |
123 | 37 | 46.6189564694212 | -9.61895646942122 |
124 | 83 | 55.683022194854 | 27.316977805146 |
125 | 54 | 79.7354113431476 | -25.7354113431476 |
126 | 27 | 19.7590920114672 | 7.24090798853277 |
127 | 28 | 29.9439898992749 | -1.94398989927493 |
128 | 59 | 47.9478206433522 | 11.0521793566478 |
129 | 133 | 95.6326109488095 | 37.3673890511905 |
130 | 12 | -2.98894521855034 | 14.9889452185503 |
131 | 0 | 7.69906241521349 | -7.69906241521349 |
132 | 106 | 66.9064187068403 | 39.0935812931597 |
133 | 23 | 12.0733921140275 | 10.9266078859725 |
134 | 44 | 53.1882674369965 | -9.18826743699645 |
135 | 71 | 65.5686264886467 | 5.43137351135333 |
136 | 116 | 102.780509979271 | 13.2194900207289 |
137 | 4 | -3.48673771973895 | 7.48673771973895 |
138 | 62 | 63.4700683678417 | -1.47006836784173 |
139 | 12 | 9.88104994947723 | 2.11895005052277 |
140 | 18 | 5.40111980260155 | 12.5988801973984 |
141 | 14 | 19.1975586833734 | -5.19755868337338 |
142 | 60 | 48.7018661735243 | 11.2981338264757 |
143 | 7 | 36.1811740637629 | -29.1811740637629 |
144 | 98 | 96.0686398192391 | 1.93136018076086 |
145 | 64 | 81.082518051352 | -17.082518051352 |
146 | 29 | 33.7571465958912 | -4.75714659589119 |
147 | 32 | 60.9705384001767 | -28.9705384001766 |
148 | 25 | 41.9114401646421 | -16.9114401646421 |
149 | 16 | 10.9949197560446 | 5.0050802439554 |
150 | 48 | 73.4981700620346 | -25.4981700620346 |
151 | 100 | 115.351801845092 | -15.3518018450916 |
152 | 46 | 86.403365865732 | -40.403365865732 |
153 | 45 | 34.4432026649115 | 10.5567973350885 |
154 | 129 | 127.783171286335 | 1.21682871366467 |
155 | 130 | 99.5057773786995 | 30.4942226213005 |
156 | 136 | 133.314440068622 | 2.68555993137822 |
157 | 59 | 71.0107659717857 | -12.0107659717857 |
158 | 25 | 32.0800645780251 | -7.08006457802509 |
159 | 32 | 46.0806244134521 | -14.0806244134521 |
160 | 63 | 86.6998799484979 | -23.6998799484979 |
161 | 95 | 129.34874853499 | -34.3487485349901 |
162 | 14 | 39.4148919272689 | -25.4148919272689 |
163 | 36 | 42.5629411038949 | -6.56294110389488 |
164 | 113 | 127.141215838036 | -14.1412158380358 |
165 | 47 | 56.0284572375208 | -9.02845723752083 |
166 | 92 | 83.3679783012605 | 8.63202169873955 |
167 | 70 | 68.7895589522135 | 1.21044104778653 |
168 | 19 | 49.4696968313215 | -30.4696968313215 |
169 | 50 | 38.9450889138524 | 11.0549110861476 |
170 | 41 | 73.5149261909161 | -32.5149261909161 |
171 | 91 | 100.803887468129 | -9.80388746812867 |
172 | 111 | 75.8897368605953 | 35.1102631394047 |
173 | 41 | 61.658200259875 | -20.658200259875 |
174 | 120 | 89.2894425125732 | 30.7105574874268 |
175 | 135 | 69.599722043152 | 65.400277956848 |
176 | 27 | 44.7267315581918 | -17.7267315581918 |
177 | 87 | 82.5258516624683 | 4.47414833753169 |
178 | 25 | 36.5319744959485 | -11.5319744959485 |
179 | 131 | 94.0852886673372 | 36.9147113326628 |
180 | 45 | 38.1358159243793 | 6.86418407562066 |
181 | 29 | 16.1094122141148 | 12.8905877858852 |
182 | 58 | 36.0808248109532 | 21.9191751890468 |
183 | 4 | -5.7701584123998 | 9.7701584123998 |
184 | 47 | 65.5681376944631 | -18.5681376944631 |
185 | 109 | 97.1685113500497 | 11.8314886499503 |
186 | 7 | -7.38064879825612 | 14.3806487982561 |
187 | 12 | 8.61272180747799 | 3.38727819252201 |
188 | 0 | -3.99327523962644 | 3.99327523962644 |
189 | 37 | 46.2341589296176 | -9.2341589296176 |
190 | 37 | 40.4743916684113 | -3.47439166841126 |
191 | 46 | 47.910483458361 | -1.91048345836104 |
192 | 15 | 38.0571973560797 | -23.0571973560797 |
193 | 42 | 22.4627963460084 | 19.5372036539916 |
194 | 7 | 26.9605342455916 | -19.9605342455916 |
195 | 54 | 58.4328723440885 | -4.43287234408854 |
196 | 54 | 35.2012716388513 | 18.7987283611487 |
197 | 14 | 37.2739533916829 | -23.2739533916829 |
198 | 16 | 22.2415392575213 | -6.24153925752126 |
199 | 33 | 38.2684488944875 | -5.26844889448749 |
200 | 32 | 28.5975623561479 | 3.40243764385206 |
201 | 21 | 26.2075640217273 | -5.20756402172728 |
202 | 15 | 22.2210438903368 | -7.22104389033685 |
203 | 38 | 46.804928776014 | -8.80492877601402 |
204 | 22 | 41.3388314141423 | -19.3388314141423 |
205 | 28 | 36.8533539637725 | -8.8533539637725 |
206 | 10 | 21.8878565036682 | -11.8878565036682 |
207 | 31 | 30.9010873251684 | 0.0989126748315786 |
208 | 32 | 58.001747833771 | -26.001747833771 |
209 | 32 | 45.3457873678769 | -13.3457873678769 |
210 | 43 | 53.1014561084448 | -10.1014561084448 |
211 | 27 | 19.7021703449083 | 7.29782965509169 |
212 | 37 | 40.656005634378 | -3.65600563437803 |
213 | 20 | 24.8050468361252 | -4.80504683612518 |
214 | 32 | 33.4172443675909 | -1.41724436759095 |
215 | 0 | 27.6625949256495 | -27.6625949256495 |
216 | 5 | 33.366904693746 | -28.366904693746 |
217 | 26 | 26.2816966708922 | -0.281696670892213 |
218 | 10 | 13.0952333610244 | -3.09523336102443 |
219 | 27 | 21.4896572652665 | 5.51034273473345 |
220 | 11 | 30.9188218925903 | -19.9188218925903 |
221 | 29 | 37.3798564104705 | -8.37985641047054 |
222 | 25 | 40.8327358647579 | -15.8327358647579 |
223 | 55 | 38.301077016683 | 16.698922983317 |
224 | 23 | 29.9667192654398 | -6.96671926543978 |
225 | 5 | 17.3397591371733 | -12.3397591371733 |
226 | 43 | 36.3790959950247 | 6.62090400497533 |
227 | 23 | 12.8859879256336 | 10.1140120743664 |
228 | 34 | 30.1645028521173 | 3.83549714788269 |
229 | 36 | 19.6006298428095 | 16.3993701571905 |
230 | 35 | 43.0856082700943 | -8.0856082700943 |
231 | 0 | 18.682739587031 | -18.682739587031 |
232 | 37 | 28.2987885724191 | 8.7012114275809 |
233 | 28 | 35.3984541486972 | -7.39845414869721 |
234 | 16 | 20.8914675652841 | -4.89146756528408 |
235 | 26 | 29.9400842590151 | -3.94008425901512 |
236 | 38 | 25.2815299030576 | 12.7184700969424 |
237 | 23 | 51.7854606462767 | -28.7854606462767 |
238 | 22 | 15.6805801975614 | 6.3194198024386 |
239 | 30 | 29.3918250361862 | 0.608174963813799 |
240 | 16 | 20.4536820877768 | -4.45368208777684 |
241 | 18 | 29.9398484092675 | -11.9398484092675 |
242 | 28 | 53.1403890651897 | -25.1403890651897 |
243 | 32 | 22.649694873898 | 9.35030512610196 |
244 | 21 | 19.8537947585684 | 1.14620524143162 |
245 | 23 | 27.1986692426117 | -4.19866924261166 |
246 | 29 | 31.8378396832266 | -2.83783968322665 |
247 | 50 | 36.0079906749576 | 13.9920093250424 |
248 | 12 | 30.9804937362775 | -18.9804937362775 |
249 | 21 | 26.3189645759214 | -5.31896457592137 |
250 | 18 | 5.66220566896967 | 12.3377943310303 |
251 | 27 | 56.6876314501804 | -29.6876314501804 |
252 | 41 | 41.6205106888707 | -0.620510688870729 |
253 | 13 | -4.88845558708651 | 17.8884555870865 |
254 | 12 | 39.7429168969096 | -27.7429168969096 |
255 | 21 | 36.1505606154977 | -15.1505606154977 |
256 | 8 | 2.20480067558318 | 5.79519932441682 |
257 | 26 | 9.65578488048395 | 16.3442151195161 |
258 | 27 | 30.9277518804573 | -3.92775188045729 |
259 | 13 | 20.8704511722979 | -7.87045117229789 |
260 | 16 | 9.34739576247347 | 6.65260423752653 |
261 | 2 | 11.6814794076064 | -9.68147940760645 |
262 | 42 | 33.5516754780962 | 8.44832452190385 |
263 | 5 | 5.85623045795708 | -0.856230457957081 |
264 | 37 | 19.1332053220003 | 17.8667946779997 |
265 | 17 | 23.5548885556744 | -6.55488855567442 |
266 | 38 | 27.3386331508831 | 10.6613668491169 |
267 | 37 | 31.1737614293901 | 5.82623857060991 |
268 | 29 | 17.0247238913775 | 11.9752761086225 |
269 | 32 | 39.2482584675807 | -7.24825846758066 |
270 | 35 | 30.2912143191191 | 4.70878568088085 |
271 | 17 | 38.171587635963 | -21.171587635963 |
272 | 20 | 30.9723924697852 | -10.9723924697852 |
273 | 7 | 4.46412041896556 | 2.53587958103444 |
274 | 46 | 36.3043460687273 | 9.69565393127266 |
275 | 24 | 16.8950618332643 | 7.10493816673574 |
276 | 40 | 21.6204269540565 | 18.3795730459435 |
277 | 3 | 13.9318890709406 | -10.9318890709406 |
278 | 10 | -4.00059355049419 | 14.0005935504942 |
279 | 37 | 29.4785083210249 | 7.5214916789751 |
280 | 17 | 34.8824898961355 | -17.8824898961355 |
281 | 28 | 36.8682077894237 | -8.86820778942373 |
282 | 19 | 26.0191782001506 | -7.0191782001506 |
283 | 29 | 22.8978833343133 | 6.10211666568672 |
284 | 8 | 3.40248924053942 | 4.59751075946058 |
285 | 10 | 27.9291605228325 | -17.9291605228325 |
286 | 15 | 21.9680973827183 | -6.96809738271831 |
287 | 15 | 18.3561338915418 | -3.35613389154181 |
288 | 28 | 25.7472608643932 | 2.25273913560677 |
289 | 17 | 28.2928937203005 | -11.2928937203005 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.773986273480739 | 0.452027453038522 | 0.226013726519261 |
10 | 0.738727052208517 | 0.522545895582967 | 0.261272947791483 |
11 | 0.639497964313866 | 0.721004071372269 | 0.360502035686134 |
12 | 0.714590243899732 | 0.570819512200537 | 0.285409756100268 |
13 | 0.618462972875589 | 0.763074054248822 | 0.381537027124411 |
14 | 0.518697928977882 | 0.962604142044237 | 0.481302071022118 |
15 | 0.41629915632807 | 0.832598312656139 | 0.58370084367193 |
16 | 0.334589642850833 | 0.669179285701667 | 0.665410357149167 |
17 | 0.257812051343632 | 0.515624102687264 | 0.742187948656368 |
18 | 0.25565324365939 | 0.511306487318781 | 0.74434675634061 |
19 | 0.193638115679064 | 0.387276231358128 | 0.806361884320936 |
20 | 0.354908262495329 | 0.709816524990659 | 0.645091737504671 |
21 | 0.439545495194797 | 0.879090990389594 | 0.560454504805203 |
22 | 0.36974856037335 | 0.7394971207467 | 0.63025143962665 |
23 | 0.567305299776341 | 0.865389400447317 | 0.432694700223659 |
24 | 0.497372945470755 | 0.99474589094151 | 0.502627054529245 |
25 | 0.431478937700524 | 0.862957875401048 | 0.568521062299476 |
26 | 0.46632968029307 | 0.932659360586139 | 0.53367031970693 |
27 | 0.46680409124713 | 0.933608182494259 | 0.53319590875287 |
28 | 0.404414963967998 | 0.808829927935996 | 0.595585036032002 |
29 | 0.375392115993334 | 0.750784231986669 | 0.624607884006666 |
30 | 0.338994550896595 | 0.67798910179319 | 0.661005449103405 |
31 | 0.304955282397033 | 0.609910564794067 | 0.695044717602967 |
32 | 0.255368990736702 | 0.510737981473404 | 0.744631009263298 |
33 | 0.470089772518606 | 0.940179545037212 | 0.529910227481394 |
34 | 0.415728340633643 | 0.831456681267286 | 0.584271659366357 |
35 | 0.390831776702578 | 0.781663553405156 | 0.609168223297422 |
36 | 0.34254508920852 | 0.685090178417041 | 0.65745491079148 |
37 | 0.29549057532857 | 0.590981150657139 | 0.70450942467143 |
38 | 0.281170855203259 | 0.562341710406518 | 0.718829144796741 |
39 | 0.391603665173899 | 0.783207330347798 | 0.608396334826101 |
40 | 0.351125099840515 | 0.70225019968103 | 0.648874900159485 |
41 | 0.304428481847452 | 0.608856963694905 | 0.695571518152548 |
42 | 0.264853929547977 | 0.529707859095953 | 0.735146070452023 |
43 | 0.228407625183355 | 0.456815250366711 | 0.771592374816645 |
44 | 0.195490519839756 | 0.390981039679511 | 0.804509480160244 |
45 | 0.175260607907743 | 0.350521215815485 | 0.824739392092257 |
46 | 0.148967497744055 | 0.29793499548811 | 0.851032502255945 |
47 | 0.147803393476837 | 0.295606786953674 | 0.852196606523163 |
48 | 0.121261139847405 | 0.242522279694809 | 0.878738860152595 |
49 | 0.102536939669601 | 0.205073879339202 | 0.897463060330399 |
50 | 0.0900731510730369 | 0.180146302146074 | 0.909926848926963 |
51 | 0.289290320376708 | 0.578580640753415 | 0.710709679623292 |
52 | 0.28620323240514 | 0.572406464810281 | 0.71379676759486 |
53 | 0.248289207315845 | 0.496578414631691 | 0.751710792684155 |
54 | 0.21975403391253 | 0.439508067825059 | 0.78024596608747 |
55 | 0.195442659591374 | 0.390885319182748 | 0.804557340408626 |
56 | 0.168350410405745 | 0.33670082081149 | 0.831649589594255 |
57 | 0.144230921087941 | 0.288461842175881 | 0.855769078912059 |
58 | 0.179671411738187 | 0.359342823476375 | 0.820328588261813 |
59 | 0.155977861820342 | 0.311955723640684 | 0.844022138179658 |
60 | 0.130934570031897 | 0.261869140063795 | 0.869065429968103 |
61 | 0.111574302821322 | 0.223148605642643 | 0.888425697178678 |
62 | 0.0928395505734139 | 0.185679101146828 | 0.907160449426586 |
63 | 0.0786637266289423 | 0.157327453257885 | 0.921336273371058 |
64 | 0.0665497833258749 | 0.13309956665175 | 0.933450216674125 |
65 | 0.0592328416929364 | 0.118465683385873 | 0.940767158307064 |
66 | 0.0695996590027518 | 0.139199318005504 | 0.930400340997248 |
67 | 0.0611014298213661 | 0.122202859642732 | 0.938898570178634 |
68 | 0.0653179848091571 | 0.130635969618314 | 0.934682015190843 |
69 | 0.129815726604074 | 0.259631453208148 | 0.870184273395926 |
70 | 0.115054078525515 | 0.23010815705103 | 0.884945921474485 |
71 | 0.130058711093316 | 0.260117422186632 | 0.869941288906684 |
72 | 0.17390016747574 | 0.34780033495148 | 0.82609983252426 |
73 | 0.168234892208425 | 0.336469784416849 | 0.831765107791575 |
74 | 0.146088442110129 | 0.292176884220258 | 0.853911557889871 |
75 | 0.124763647902348 | 0.249527295804697 | 0.875236352097652 |
76 | 0.232362471307818 | 0.464724942615635 | 0.767637528692182 |
77 | 0.712919073216579 | 0.574161853566843 | 0.287080926783421 |
78 | 0.683970277206072 | 0.632059445587857 | 0.316029722793928 |
79 | 0.668766829929643 | 0.662466340140713 | 0.331233170070357 |
80 | 0.687337771996866 | 0.625324456006267 | 0.312662228003134 |
81 | 0.658394011456129 | 0.683211977087741 | 0.341605988543871 |
82 | 0.709844387247554 | 0.580311225504892 | 0.290155612752446 |
83 | 0.713189415954303 | 0.573621168091394 | 0.286810584045697 |
84 | 0.680502720005011 | 0.638994559989978 | 0.319497279994989 |
85 | 0.6486087581464 | 0.702782483707199 | 0.3513912418536 |
86 | 0.716181372865137 | 0.567637254269727 | 0.283818627134863 |
87 | 0.689971271252094 | 0.620057457495812 | 0.310028728747906 |
88 | 0.657047584884745 | 0.685904830230509 | 0.342952415115255 |
89 | 0.62631742053856 | 0.747365158922879 | 0.37368257946144 |
90 | 0.698808363022403 | 0.602383273955193 | 0.301191636977597 |
91 | 0.787835853648373 | 0.424328292703255 | 0.212164146351627 |
92 | 0.797680528866292 | 0.404638942267417 | 0.202319471133708 |
93 | 0.843629546150137 | 0.312740907699726 | 0.156370453849863 |
94 | 0.828806468808214 | 0.342387062383571 | 0.171193531191786 |
95 | 0.805718910468348 | 0.388562179063304 | 0.194281089531652 |
96 | 0.910225704719897 | 0.179548590560206 | 0.0897742952801031 |
97 | 0.906239749896977 | 0.187520500206046 | 0.0937602501030232 |
98 | 0.966588439540524 | 0.066823120918953 | 0.0334115604594765 |
99 | 0.960361767962325 | 0.0792764640753504 | 0.0396382320376752 |
100 | 0.985933824678957 | 0.0281323506420852 | 0.0140661753210426 |
101 | 0.985043884044762 | 0.0299122319104769 | 0.0149561159552385 |
102 | 0.981690065125642 | 0.0366198697487164 | 0.0183099348743582 |
103 | 0.985813511783742 | 0.0283729764325162 | 0.0141864882162581 |
104 | 0.98260214252453 | 0.0347957149509401 | 0.0173978574754701 |
105 | 0.980731926820178 | 0.0385361463596442 | 0.0192680731798221 |
106 | 0.9946501884451 | 0.0106996231097995 | 0.00534981155489976 |
107 | 0.99365354486613 | 0.0126929102677407 | 0.00634645513387036 |
108 | 0.991952348621412 | 0.0160953027571752 | 0.00804765137858761 |
109 | 0.996535110697832 | 0.00692977860433538 | 0.00346488930216769 |
110 | 0.995614593371844 | 0.00877081325631209 | 0.00438540662815605 |
111 | 0.996873181972318 | 0.00625363605536335 | 0.00312681802768168 |
112 | 0.996822296962959 | 0.00635540607408171 | 0.00317770303704086 |
113 | 0.996309071572512 | 0.0073818568549764 | 0.0036909284274882 |
114 | 0.997434546423175 | 0.00513090715364939 | 0.00256545357682469 |
115 | 0.997289703504186 | 0.00542059299162842 | 0.00271029649581421 |
116 | 0.997811178277244 | 0.00437764344551257 | 0.00218882172275629 |
117 | 0.99986269952636 | 0.000274600947280691 | 0.000137300473640345 |
118 | 0.999858612406093 | 0.000282775187814152 | 0.000141387593907076 |
119 | 0.999847620793604 | 0.000304758412791626 | 0.000152379206395813 |
120 | 0.999800777918489 | 0.000398444163022294 | 0.000199222081511147 |
121 | 0.999736009114768 | 0.000527981770463273 | 0.000263990885231636 |
122 | 0.9996445857401 | 0.000710828519799768 | 0.000355414259899884 |
123 | 0.999557458747577 | 0.00088508250484518 | 0.00044254125242259 |
124 | 0.999705384624889 | 0.000589230750222337 | 0.000294615375111169 |
125 | 0.999765561132258 | 0.000468877735483468 | 0.000234438867741734 |
126 | 0.999690160498026 | 0.000619679003947235 | 0.000309839501973618 |
127 | 0.999581754661066 | 0.000836490677867548 | 0.000418245338933774 |
128 | 0.999515004763625 | 0.000969990472750286 | 0.000484995236375143 |
129 | 0.999838449356599 | 0.00032310128680278 | 0.00016155064340139 |
130 | 0.999806636301758 | 0.000386727396483684 | 0.000193363698241842 |
131 | 0.999753834147048 | 0.000492331705904128 | 0.000246165852952064 |
132 | 0.999934699036943 | 0.000130601926114127 | 6.53009630570634e-05 |
133 | 0.999915775463618 | 0.000168449072763122 | 8.42245363815611e-05 |
134 | 0.999894043067289 | 0.000211913865421039 | 0.000105956932710519 |
135 | 0.999869298169984 | 0.000261403660031335 | 0.000130701830015667 |
136 | 0.99985653639794 | 0.000286927204120147 | 0.000143463602060073 |
137 | 0.999804680479366 | 0.00039063904126824 | 0.00019531952063412 |
138 | 0.999730916368665 | 0.000538167262669534 | 0.000269083631334767 |
139 | 0.999636284167275 | 0.000727431665450899 | 0.00036371583272545 |
140 | 0.999554374528496 | 0.000891250943008297 | 0.000445625471504149 |
141 | 0.999424492532735 | 0.00115101493453031 | 0.000575507467265153 |
142 | 0.999329594375312 | 0.00134081124937674 | 0.00067040562468837 |
143 | 0.999589589534686 | 0.000820820930627872 | 0.000410410465313936 |
144 | 0.999472715218635 | 0.00105456956272985 | 0.000527284781364923 |
145 | 0.999405512633159 | 0.00118897473368117 | 0.000594487366840587 |
146 | 0.999222075545582 | 0.00155584890883598 | 0.000777924454417992 |
147 | 0.999458944219975 | 0.00108211156005069 | 0.000541055780025343 |
148 | 0.999428216512597 | 0.00114356697480525 | 0.000571783487402626 |
149 | 0.999245342311312 | 0.00150931537737533 | 0.000754657688687665 |
150 | 0.999371783017556 | 0.00125643396488849 | 0.000628216982444243 |
151 | 0.999258300978026 | 0.00148339804394705 | 0.000741699021973525 |
152 | 0.999730293625229 | 0.000539412749541763 | 0.000269706374770882 |
153 | 0.999674771278719 | 0.000650457442562484 | 0.000325228721281242 |
154 | 0.999584110669815 | 0.000831778660369322 | 0.000415889330184661 |
155 | 0.999834693869944 | 0.00033061226011144 | 0.00016530613005572 |
156 | 0.999802650446071 | 0.000394699107858905 | 0.000197349553929452 |
157 | 0.999750436501446 | 0.000499126997108642 | 0.000249563498554321 |
158 | 0.999672313739346 | 0.000655372521308382 | 0.000327686260654191 |
159 | 0.999615508300528 | 0.000768983398944376 | 0.000384491699472188 |
160 | 0.999646573201433 | 0.00070685359713314 | 0.00035342679856657 |
161 | 0.99978216913723 | 0.000435661725540786 | 0.000217830862770393 |
162 | 0.999895954748447 | 0.000208090503105194 | 0.000104045251552597 |
163 | 0.99985859092377 | 0.000282818152458912 | 0.000141409076229456 |
164 | 0.999815364831402 | 0.000369270337196644 | 0.000184635168598322 |
165 | 0.999765658218078 | 0.000468683563844292 | 0.000234341781922146 |
166 | 0.999725689069996 | 0.000548621860008653 | 0.000274310930004327 |
167 | 0.999632501651467 | 0.000734996697065747 | 0.000367498348532874 |
168 | 0.999773176291168 | 0.000453647417663604 | 0.000226823708831802 |
169 | 0.99973384526601 | 0.0005323094679807 | 0.00026615473399035 |
170 | 0.999849929810271 | 0.00030014037945805 | 0.000150070189729025 |
171 | 0.999833043489065 | 0.000333913021869989 | 0.000166956510934994 |
172 | 0.999955693744413 | 8.86125111740109e-05 | 4.43062555870055e-05 |
173 | 0.999962858791988 | 7.42824160235081e-05 | 3.7141208011754e-05 |
174 | 0.999978694561845 | 4.26108763096869e-05 | 2.13054381548435e-05 |
175 | 0.99999999826007 | 3.47985917149987e-09 | 1.73992958574993e-09 |
176 | 0.999999998808304 | 2.38339125489997e-09 | 1.19169562744999e-09 |
177 | 0.999999998615 | 2.76999927600789e-09 | 1.38499963800394e-09 |
178 | 0.999999997916254 | 4.16749216669141e-09 | 2.0837460833457e-09 |
179 | 0.999999999999699 | 6.02569446896049e-13 | 3.01284723448025e-13 |
180 | 0.999999999999502 | 9.9554796010906e-13 | 4.9777398005453e-13 |
181 | 0.999999999999127 | 1.7451384202252e-12 | 8.72569210112599e-13 |
182 | 0.999999999999753 | 4.94221982769063e-13 | 2.47110991384531e-13 |
183 | 0.999999999999509 | 9.81422662630329e-13 | 4.90711331315165e-13 |
184 | 0.999999999999289 | 1.4212400658958e-12 | 7.10620032947898e-13 |
185 | 0.999999999999926 | 1.48029494931602e-13 | 7.4014747465801e-14 |
186 | 0.999999999999853 | 2.94361781725753e-13 | 1.47180890862877e-13 |
187 | 0.999999999999734 | 5.32781718288118e-13 | 2.66390859144059e-13 |
188 | 0.999999999999588 | 8.24207837477666e-13 | 4.12103918738833e-13 |
189 | 0.999999999999204 | 1.59184602052417e-12 | 7.95923010262083e-13 |
190 | 0.999999999998871 | 2.25770547486604e-12 | 1.12885273743302e-12 |
191 | 0.999999999998282 | 3.43559723486405e-12 | 1.71779861743203e-12 |
192 | 0.999999999999006 | 1.98793827329024e-12 | 9.93969136645122e-13 |
193 | 0.999999999999139 | 1.72238420302569e-12 | 8.61192101512843e-13 |
194 | 0.999999999998969 | 2.06101244531898e-12 | 1.03050622265949e-12 |
195 | 0.999999999998945 | 2.11107768480379e-12 | 1.0555388424019e-12 |
196 | 0.999999999999602 | 7.95840123920204e-13 | 3.97920061960102e-13 |
197 | 0.999999999999684 | 6.31507095132962e-13 | 3.15753547566481e-13 |
198 | 0.99999999999938 | 1.23997400614425e-12 | 6.19987003072123e-13 |
199 | 0.999999999998723 | 2.55330868392864e-12 | 1.27665434196432e-12 |
200 | 0.999999999998015 | 3.96985495992367e-12 | 1.98492747996184e-12 |
201 | 0.99999999999594 | 8.11938008498709e-12 | 4.05969004249355e-12 |
202 | 0.999999999991883 | 1.62337363385677e-11 | 8.11686816928385e-12 |
203 | 0.999999999984033 | 3.19333510430159e-11 | 1.5966675521508e-11 |
204 | 0.999999999978178 | 4.36448225836505e-11 | 2.18224112918253e-11 |
205 | 0.999999999960477 | 7.90467628731319e-11 | 3.95233814365659e-11 |
206 | 0.99999999993976 | 1.20480618510624e-10 | 6.02403092553121e-11 |
207 | 0.999999999891803 | 2.16394318977598e-10 | 1.08197159488799e-10 |
208 | 0.999999999908253 | 1.83493206393645e-10 | 9.17466031968227e-11 |
209 | 0.999999999835301 | 3.29397348928307e-10 | 1.64698674464154e-10 |
210 | 0.999999999731832 | 5.36335242696971e-10 | 2.68167621348485e-10 |
211 | 0.999999999479623 | 1.0407537929131e-09 | 5.2037689645655e-10 |
212 | 0.999999999067977 | 1.86404505193995e-09 | 9.32022525969977e-10 |
213 | 0.999999998194427 | 3.61114541493836e-09 | 1.80557270746918e-09 |
214 | 0.99999999709349 | 5.81301918126872e-09 | 2.90650959063436e-09 |
215 | 0.999999999191862 | 1.61627516030412e-09 | 8.0813758015206e-10 |
216 | 0.999999999530846 | 9.38308406909772e-10 | 4.69154203454886e-10 |
217 | 0.999999999063143 | 1.87371401615085e-09 | 9.36857008075425e-10 |
218 | 0.999999998794934 | 2.41013110595539e-09 | 1.20506555297769e-09 |
219 | 0.99999999773247 | 4.53506018439028e-09 | 2.26753009219514e-09 |
220 | 0.999999997294083 | 5.41183505806836e-09 | 2.70591752903418e-09 |
221 | 0.999999994708576 | 1.05828488188645e-08 | 5.29142440943226e-09 |
222 | 0.999999994102226 | 1.17955481403663e-08 | 5.89777407018314e-09 |
223 | 0.999999995224269 | 9.55146233926182e-09 | 4.77573116963091e-09 |
224 | 0.999999990547137 | 1.89057255050676e-08 | 9.4528627525338e-09 |
225 | 0.999999988648632 | 2.27027358025073e-08 | 1.13513679012536e-08 |
226 | 0.999999981640398 | 3.6719204706294e-08 | 1.8359602353147e-08 |
227 | 0.999999968284501 | 6.34309981542261e-08 | 3.1715499077113e-08 |
228 | 0.999999946626467 | 1.06747066709942e-07 | 5.3373533354971e-08 |
229 | 0.999999945823196 | 1.08353607898242e-07 | 5.41768039491209e-08 |
230 | 0.999999901167078 | 1.97665843637854e-07 | 9.8832921818927e-08 |
231 | 0.999999962902751 | 7.41944981716535e-08 | 3.70972490858268e-08 |
232 | 0.999999960567041 | 7.886591873974e-08 | 3.943295936987e-08 |
233 | 0.999999921214079 | 1.57571841175801e-07 | 7.87859205879007e-08 |
234 | 0.999999859098605 | 2.81802789288444e-07 | 1.40901394644222e-07 |
235 | 0.999999721411225 | 5.57177549347781e-07 | 2.7858877467389e-07 |
236 | 0.999999749104418 | 5.01791164123895e-07 | 2.50895582061947e-07 |
237 | 0.999999704114238 | 5.91771524372889e-07 | 2.95885762186444e-07 |
238 | 0.999999439510808 | 1.12097838326775e-06 | 5.60489191633873e-07 |
239 | 0.999999008484241 | 1.98303151721866e-06 | 9.91515758609328e-07 |
240 | 0.99999816913562 | 3.66172876073176e-06 | 1.83086438036588e-06 |
241 | 0.999997014272626 | 5.9714547489018e-06 | 2.9857273744509e-06 |
242 | 0.999995836796182 | 8.32640763545165e-06 | 4.16320381772583e-06 |
243 | 0.999994757161525 | 1.04856769508786e-05 | 5.24283847543929e-06 |
244 | 0.999990079964836 | 1.98400703287501e-05 | 9.92003516437503e-06 |
245 | 0.999981405095216 | 3.71898095678461e-05 | 1.85949047839231e-05 |
246 | 0.999965859633266 | 6.82807334688429e-05 | 3.41403667344215e-05 |
247 | 0.999984812221717 | 3.0375556566525e-05 | 1.51877782832625e-05 |
248 | 0.999985776621605 | 2.84467567891319e-05 | 1.42233783945659e-05 |
249 | 0.999972891822732 | 5.4216354536091e-05 | 2.71081772680455e-05 |
250 | 0.99995685450807 | 8.62909838600612e-05 | 4.31454919300306e-05 |
251 | 0.999954384323172 | 9.12313536558112e-05 | 4.56156768279056e-05 |
252 | 0.999931054638834 | 0.00013789072233217 | 6.89453611660852e-05 |
253 | 0.999885230479062 | 0.000229539041876989 | 0.000114769520938495 |
254 | 0.99994626603387 | 0.000107467932260465 | 5.37339661302324e-05 |
255 | 0.999917288590372 | 0.000165422819255263 | 8.27114096276313e-05 |
256 | 0.999840566526496 | 0.000318866947008012 | 0.000159433473504006 |
257 | 0.999847141293864 | 0.000305717412272954 | 0.000152858706136477 |
258 | 0.999705851569292 | 0.000588296861416606 | 0.000294148430708303 |
259 | 0.999580856545973 | 0.000838286908054413 | 0.000419143454027206 |
260 | 0.999236900668558 | 0.00152619866288401 | 0.000763099331442003 |
261 | 0.998987075581218 | 0.00202584883756362 | 0.00101292441878181 |
262 | 0.999119219038085 | 0.00176156192383002 | 0.000880780961915008 |
263 | 0.998504490319214 | 0.00299101936157125 | 0.00149550968078562 |
264 | 0.998949375111632 | 0.00210124977673576 | 0.00105062488836788 |
265 | 0.997963988615882 | 0.00407202276823633 | 0.00203601138411816 |
266 | 0.997872241148663 | 0.00425551770267334 | 0.00212775885133667 |
267 | 0.998082427782846 | 0.00383514443430828 | 0.00191757221715414 |
268 | 0.998058330719026 | 0.00388333856194815 | 0.00194166928097407 |
269 | 0.996066241759838 | 0.00786751648032474 | 0.00393375824016237 |
270 | 0.996716017696414 | 0.00656796460717167 | 0.00328398230358583 |
271 | 0.997214343428778 | 0.00557131314244336 | 0.00278565657122168 |
272 | 0.993934641480469 | 0.0121307170390614 | 0.00606535851953071 |
273 | 0.987194560430343 | 0.0256108791393148 | 0.0128054395696574 |
274 | 0.987506352698932 | 0.0249872946021358 | 0.0124936473010679 |
275 | 0.986177485751846 | 0.0276450284963081 | 0.013822514248154 |
276 | 0.981746859014066 | 0.0365062819718688 | 0.0182531409859344 |
277 | 0.992719583684947 | 0.0145608326301071 | 0.00728041631505354 |
278 | 0.981110098209948 | 0.0377798035801044 | 0.0188899017900522 |
279 | 0.96143163616426 | 0.0771367276714802 | 0.0385683638357401 |
280 | 0.938409069556855 | 0.12318186088629 | 0.061590930443145 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 163 | 0.599264705882353 | NOK |
5% type I error level | 179 | 0.658088235294118 | NOK |
10% type I error level | 182 | 0.669117647058823 | NOK |