Multiple Linear Regression - Estimated Regression Equation |
TotSize[t] = -7762.05900799014 + 789.308794180825TimeInRfc[t] -1.30961423118425Logins[t] + 1511.61998899767CompReviewed[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) | -7762.05900799014 | 3647.192387 | -2.1282 | 0.034176 | 0.017088 |
TimeInRfc | 789.308794180825 | 117.71784 | 6.7051 | 0 | 0 |
Logins | -1.30961423118425 | 62.086194 | -0.0211 | 0.983186 | 0.491593 |
CompReviewed | 1511.61998899767 | 212.438481 | 7.1156 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.790070243420921 |
R-squared | 0.624210989539194 |
Adjusted R-squared | 0.62025531574487 |
F-TEST (value) | 157.801432068244 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 24910.9184181461 |
Sum Squared Residuals | 176857849084.126 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 84082.4211216622 | 28202.5788783378 |
2 | 84786 | 61326.4612891462 | 23459.5387108538 |
3 | 83123 | 88284.9123202976 | -5161.91232029764 |
4 | 101193 | 76935.4247044057 | 24257.5752955943 |
5 | 38361 | 52277.6951828592 | -13916.6951828592 |
6 | 68504 | 43346.952262882 | 25157.047737118 |
7 | 119182 | 114363.997185031 | 4818.0028149692 |
8 | 22807 | 26527.306885434 | -3720.30688543397 |
9 | 17140 | 30883.9014114827 | -13743.9014114827 |
10 | 116174 | 63844.0982411909 | 52329.9017588091 |
11 | 57635 | 66293.4279796404 | -8658.42797964038 |
12 | 66198 | 101663.873394436 | -35465.8733944361 |
13 | 71701 | 96520.7965762425 | -24819.7965762426 |
14 | 57793 | 66718.9372639152 | -8925.93726391524 |
15 | 80444 | 109454.396879065 | -29010.3968790648 |
16 | 53855 | 83012.0257877136 | -29157.0257877136 |
17 | 97668 | 134120.191359572 | -36452.191359572 |
18 | 133824 | 88032.8939352599 | 45791.1060647401 |
19 | 101481 | 91036.696973361 | 10444.303026639 |
20 | 99645 | 56945.240734349 | 42699.759265651 |
21 | 114789 | 90777.6666019498 | 24011.3333980502 |
22 | 99052 | 93938.8306213667 | 5113.16937863335 |
23 | 67654 | 113261.96383596 | -45607.9638359602 |
24 | 65553 | 63925.5015970979 | 1627.4984029021 |
25 | 97500 | 80343.161378362 | 17156.838621638 |
26 | 69112 | 82188.667023522 | -13076.667023522 |
27 | 82753 | 76854.0213484987 | 5898.97865150132 |
28 | 85323 | 88677.9378904368 | -3354.93789043684 |
29 | 72654 | 90962.9440292675 | -18308.9440292675 |
30 | 30727 | 57601.863944033 | -26874.863944033 |
31 | 77873 | 90999.6132277407 | -13126.6132277407 |
32 | 117478 | 91635.2826097258 | 25842.7173902742 |
33 | 74007 | 92742.2977740772 | -18735.2977740772 |
34 | 90183 | 113969.61263259 | -23786.6126325901 |
35 | 61542 | 56489.3536811129 | 5052.64631888707 |
36 | 101494 | 106743.881455959 | -5249.88145595928 |
37 | 27570 | 33945.1202021823 | -6375.12020218235 |
38 | 55813 | 87908.0660361502 | -32095.0660361502 |
39 | 79215 | 117564.400263313 | -38349.4002633128 |
40 | 1423 | -6205.70486155862 | 7628.70486155862 |
41 | 55461 | 71574.3794711851 | -16113.3794711851 |
42 | 31081 | 37040.5962364664 | -5959.5962364664 |
43 | 22996 | 39147.2875662825 | -16151.2875662825 |
44 | 83122 | 98827.4277315633 | -15705.4277315633 |
45 | 70106 | 96696.9560720124 | -26590.9560720124 |
46 | 60578 | 77432.9627713957 | -16854.9627713957 |
47 | 39992 | 61006.3429640869 | -21014.3429640869 |
48 | 79892 | 67638.3124141305 | 12253.6875858695 |
49 | 49810 | 58987.3464196898 | -9177.34641968982 |
50 | 71570 | 76369.115508603 | -4799.115508603 |
51 | 100708 | 123197.364736683 | -22489.3647366829 |
52 | 33032 | 48849.8503802176 | -15817.8503802176 |
53 | 82875 | 91359.4345268827 | -8484.43452688275 |
54 | 139077 | 111851.342048267 | 27225.6579517331 |
55 | 71595 | 75214.7469583554 | -3619.74695835538 |
56 | 72260 | 71574.3794711851 | 685.620528814878 |
57 | 5950 | 3778.15176571788 | 2171.84823428212 |
58 | 115762 | 122679.030747497 | -6917.03074749718 |
59 | 32551 | 33632.3956472926 | -1081.39564729257 |
60 | 31701 | 35417.4517642445 | -3716.45176424449 |
61 | 80670 | 84169.0629344939 | -3499.06293449394 |
62 | 143558 | 112333.164744483 | 31224.8352555173 |
63 | 117105 | 98746.2810173002 | 18358.7189826998 |
64 | 23789 | 39257.5024352755 | -15468.5024352755 |
65 | 120733 | 85695.5032271818 | 35037.4967728182 |
66 | 105195 | 101048.055499492 | 4146.94450050761 |
67 | 73107 | 79460.9193418374 | -6353.91934183745 |
68 | 132068 | 118202.68887376 | 13865.3111262397 |
69 | 149193 | 78976.4774171593 | 70216.5225828407 |
70 | 46821 | 85225.0031438291 | -38404.0031438292 |
71 | 87011 | 86298.0177062401 | 712.982293759878 |
72 | 95260 | 79412.25634171 | 15847.74365829 |
73 | 55183 | 67845.8532833783 | -12662.8532833783 |
74 | 106671 | 64489.1421963679 | 42181.8578036321 |
75 | 73511 | 87541.8545713554 | -14030.8545713554 |
76 | 92945 | 75526.161899014 | 17418.838100986 |
77 | 78664 | 52984.2910069018 | 25679.7089930982 |
78 | 70054 | 92889.389115117 | -22835.389115117 |
79 | 22618 | 42749.4689671748 | -20131.4689671748 |
80 | 74011 | 95244.2193553476 | -21233.2193553476 |
81 | 83737 | 71601.88137004 | 12135.11862996 |
82 | 69094 | 75145.130130529 | -6051.13013052903 |
83 | 93133 | 102815.672084292 | -9682.67208429174 |
84 | 95536 | 88138.0776209018 | 7397.92237909822 |
85 | 225920 | 83772.5230688083 | 142147.476931192 |
86 | 62133 | 67520.0325861767 | -5387.03258617672 |
87 | 61370 | 75202.9604302747 | -13832.9604302747 |
88 | 43836 | 51492.3152313719 | -7656.31523137192 |
89 | 106117 | 125335.279534474 | -19218.2795344738 |
90 | 38692 | 63029.9067766176 | -24337.9067766176 |
91 | 84651 | 87665.1655826604 | -3014.16558266035 |
92 | 56622 | 21662.9540201897 | 34959.0459798103 |
93 | 15986 | 55294.3870896986 | -39308.3870896986 |
94 | 95364 | 64429.7950088174 | 30934.2049911826 |
95 | 26706 | 46885.2192080902 | -20179.2192080902 |
96 | 89691 | 99031.0397581176 | -9340.03975811763 |
97 | 67267 | 113037.141340063 | -45770.141340063 |
98 | 126846 | 80410.3662512996 | 46435.6337487004 |
99 | 41140 | 87019.0192868258 | -45879.0192868258 |
100 | 102860 | 82293.6434355903 | 20566.3565644097 |
101 | 51715 | 60742.0741357509 | -9027.07413575092 |
102 | 55801 | 88676.4210026321 | -32875.4210026321 |
103 | 111813 | 89665.4129806737 | 22147.5870193263 |
104 | 120293 | 70040.2887666837 | 50252.7112333163 |
105 | 138599 | 74766.9742321504 | 63832.0257678496 |
106 | 161647 | 89532.7273961769 | 72114.2726038231 |
107 | 115929 | 129097.806324221 | -13168.806324221 |
108 | 24266 | 42880.8449374404 | -18614.8449374404 |
109 | 162901 | 96276.8925182358 | 66624.1074817642 |
110 | 109825 | 103819.020450806 | 6005.97954919399 |
111 | 129838 | 93355.7530822025 | 36482.2469177975 |
112 | 37510 | 71993.5479578776 | -34483.5479578776 |
113 | 43750 | 30412.0917138988 | 13337.9082861012 |
114 | 40652 | 56330.7324536364 | -15678.7324536364 |
115 | 87771 | 75263.6172320564 | 12507.3827679436 |
116 | 85872 | 83249.6877842787 | 2622.3122157213 |
117 | 89275 | 91819.2504228123 | -2544.25042281234 |
118 | 44418 | 67496.7161716593 | -23078.7161716593 |
119 | 192565 | 49040.3662644601 | 143524.63373554 |
120 | 35232 | 38377.6229855694 | -3145.6229855694 |
121 | 40909 | 51602.7373739386 | -10693.7373739386 |
122 | 13294 | 23694.7900652547 | -10400.7900652547 |
123 | 32387 | 45463.0675339602 | -13076.0675339602 |
124 | 140867 | 59592.8946743577 | 81274.1053256423 |
125 | 120662 | 87969.8251785894 | 32692.1748214106 |
126 | 21233 | 25466.3354927476 | -4233.3354927476 |
127 | 44332 | 33920.2375317899 | 10411.7624682101 |
128 | 61056 | 47539.2231893119 | 13516.7768106881 |
129 | 101338 | 109305.995923794 | -7967.99592379385 |
130 | 1168 | -1527.68239621937 | 2695.68239621937 |
131 | 13497 | 15268.3899250673 | -1771.38992506731 |
132 | 65567 | 73675.6250705029 | -8108.62507050285 |
133 | 25162 | 22251.2700162786 | 2910.7299837214 |
134 | 32334 | 52042.6524147564 | -19708.6524147565 |
135 | 40735 | 75806.9917971378 | -35071.9917971378 |
136 | 91413 | 108444.707714968 | -17031.7077149682 |
137 | 855 | -3047.16007060414 | 3902.16007060414 |
138 | 97068 | 74241.7269927319 | 22826.2730072681 |
139 | 44339 | 16599.970943672 | 27739.029056328 |
140 | 14116 | 11409.7973812261 | 2706.20261877389 |
141 | 10288 | 22091.082532927 | -11803.082532927 |
142 | 65622 | 50078.0212426291 | 15543.9787573709 |
143 | 16563 | 39133.984150397 | -22570.984150397 |
144 | 76643 | 95669.9852812664 | -19026.9852812664 |
145 | 110681 | 92893.3179578105 | 17787.6820421895 |
146 | 29011 | 42809.9184953829 | -13798.9184953829 |
147 | 92696 | 78010.8018536351 | 14685.1981463649 |
148 | 94785 | 49778.3928300511 | 45006.6071699489 |
149 | 8773 | 12968.77075612 | -4195.77075612 |
150 | 83209 | 78253.7023071249 | 4955.29769287507 |
151 | 93815 | 117139.943951625 | -23324.9439516252 |
152 | 86687 | 95056.3226995675 | -8369.32269956752 |
153 | 34553 | 36998.6885810685 | -2445.68858106851 |
154 | 105547 | 125956.335886342 | -20409.3358863423 |
155 | 103487 | 104822.418185391 | -1335.41818539062 |
156 | 213688 | 137488.688974663 | 76199.3110253369 |
157 | 71220 | 73789.7687821895 | -2569.76878218946 |
158 | 23517 | 33176.7652357005 | -9659.76523570048 |
159 | 56926 | 53463.4944746552 | 3462.50552534477 |
160 | 91721 | 89290.4487634078 | 2430.55123659221 |
161 | 115168 | 129872.966003503 | -14704.9660035027 |
162 | 111194 | 55702.6641153945 | 55491.3358846055 |
163 | 51009 | 42316.51654466 | 8692.48345534 |
164 | 135777 | 119061.614495767 | 16715.3855042325 |
165 | 51513 | 65913.9130989602 | -14400.9130989602 |
166 | 74163 | 90080.2380775255 | -15917.2380775255 |
167 | 51633 | 76832.8602472261 | -25199.8602472261 |
168 | 75345 | 63711.6199302677 | 11633.3800697323 |
169 | 33416 | 47644.4068749538 | -14228.4068749538 |
170 | 83305 | 73803.3288397188 | 9501.67116028116 |
171 | 98952 | 104486.377215983 | -5534.37721598346 |
172 | 102372 | 81633.0913832127 | 20738.9086167873 |
173 | 37238 | 61786.2771850758 | -24548.2771850758 |
174 | 103772 | 107123.346968569 | -3351.34696856911 |
175 | 123969 | 77045.3829317548 | 46923.6170682452 |
176 | 27142 | 41843.4466009153 | -14701.4466009153 |
177 | 135400 | 83930.0913236976 | 51469.9086763024 |
178 | 21399 | 39927.2217872714 | -18528.2217872714 |
179 | 130115 | 100019.567820942 | 30095.4321790583 |
180 | 24874 | 43353.7569756818 | -18479.7569756818 |
181 | 34988 | 19307.0214393015 | 15680.9785606985 |
182 | 45549 | 36003.148531871 | 9545.851468129 |
183 | 6023 | -4617.91997357868 | 10640.9199735787 |
184 | 64466 | 76960.3073747982 | -12494.3073747982 |
185 | 54990 | 108020.458676854 | -53030.4586768542 |
186 | 1644 | -6189.98949078441 | 7833.98949078441 |
187 | 6179 | 10030.8629767252 | -3851.86297672523 |
188 | 3926 | -2310.44311924428 | 6236.44311924428 |
189 | 32755 | 45581.1400883404 | -12826.1400883404 |
190 | 34777 | 61087.2824047764 | -26310.2824047764 |
191 | 73224 | 61604.9286004516 | 11619.0713995484 |
192 | 27114 | 39194.4336786051 | -12080.4336786051 |
193 | 20760 | 26174.2409310214 | -5414.24093102141 |
194 | 37636 | 41105.1633936803 | -3469.16339368035 |
195 | 65461 | 56221.6199253009 | 9239.38007469905 |
196 | 30080 | 36364.3288133146 | -6284.3288133146 |
197 | 24094 | 36701.6793969529 | -12607.6793969529 |
198 | 69008 | 26072.986088073 | 42935.013911927 |
199 | 54968 | 39964.0982593182 | 15003.9017406818 |
200 | 46090 | 30652.5802124999 | 15437.4197875001 |
201 | 27507 | 32922.07825413 | -5415.07825412998 |
202 | 10672 | 39542.2611760929 | -28870.2611760929 |
203 | 34029 | 44819.540466588 | -10790.540466588 |
204 | 46300 | 41536.1677765239 | 4763.83222347612 |
205 | 24760 | 39132.6745361658 | -14372.6745361658 |
206 | 18779 | 31909.3059463535 | -13130.3059463535 |
207 | 21280 | 33727.102419085 | -12447.102419085 |
208 | 40662 | 55818.5813565298 | -15156.5813565298 |
209 | 28987 | 48582.1166244056 | -19595.1166244056 |
210 | 22827 | 52277.6951828592 | -29450.6951828592 |
211 | 18513 | 24800.5449834453 | -6287.54498344527 |
212 | 30594 | 44720.904852102 | -14126.904852102 |
213 | 24006 | 31268.3981074437 | -7262.39810744365 |
214 | 27913 | 34519.0304417282 | -6606.0304417282 |
215 | 42744 | 39586.9953335268 | 3157.00466647324 |
216 | 12934 | 37296.5434641977 | -24362.5434641977 |
217 | 22574 | 25249.6273238814 | -2675.62732388144 |
218 | 41385 | 24478.6531289372 | 16906.3468710628 |
219 | 18653 | 30602.6075981413 | -11949.6075981413 |
220 | 18472 | 33766.3908460205 | -15294.3908460205 |
221 | 30976 | 39005.2274085938 | -8029.2274085938 |
222 | 63339 | 48311.5069984873 | 15027.4930015127 |
223 | 25568 | 39176.0990793685 | -13608.0990793685 |
224 | 33747 | 34416.4659845487 | -669.46598454866 |
225 | 4154 | 25020.925353361 | -20866.925353361 |
226 | 19474 | 40265.0362861273 | -20791.0362861273 |
227 | 35130 | 18559.6203005186 | 16570.3796994814 |
228 | 39067 | 32086.7256882841 | 6980.27431171588 |
229 | 13310 | 26758.6280844167 | -13448.6280844167 |
230 | 65892 | 43541.396989818 | 22350.603010182 |
231 | 4143 | 25009.1388252804 | -20866.1388252804 |
232 | 28579 | 31504.9577633512 | -2925.95776335116 |
233 | 51776 | 33784.9327188307 | 17991.0672811693 |
234 | 21152 | 28959.6116388781 | -7807.61163887806 |
235 | 38084 | 38120.1095019629 | -36.1095019629387 |
236 | 27717 | 32017.1088604578 | -4300.10886045777 |
237 | 32928 | 54125.612782908 | -21197.612782908 |
238 | 11342 | 28170.3028446972 | -16828.3028446972 |
239 | 19499 | 33690.2259470383 | -14191.2259470383 |
240 | 16380 | 25065.6595107949 | -8685.65951079489 |
241 | 36874 | 35388.4329775849 | 1485.56702241515 |
242 | 48259 | 54567.2519851042 | -6308.2519851042 |
243 | 16734 | 27406.0839944825 | -10672.0839944825 |
244 | 28207 | 24411.6555295732 | 3795.34447042679 |
245 | 30143 | 30657.8186694246 | -514.818669424642 |
246 | 41369 | 36840.9130526056 | 4528.08694739436 |
247 | 45833 | 36938.2390528604 | 8894.76094713956 |
248 | 29156 | 33803.2673180673 | -4647.26731806728 |
249 | 35944 | 26239.9289161542 | 9704.07108384579 |
250 | 36278 | 9168.0085120245 | 27109.9914879755 |
251 | 45588 | 58543.709809752 | -12955.709809752 |
252 | 45097 | 46036.7704999325 | -939.7704999325 |
253 | 3895 | -2318.30080463138 | 6213.30080463138 |
254 | 28394 | 41465.2413344663 | -13071.2413344663 |
255 | 18632 | 36821.2688391379 | -18189.2688391379 |
256 | 2325 | 5363.31742523545 | -3038.31742523545 |
257 | 25139 | 14440.8950446086 | 10698.1049553914 |
258 | 27975 | 36101.5768727834 | -8126.5768727834 |
259 | 14483 | 29792.3449762615 | -15309.3449762615 |
260 | 13127 | 14486.9388162736 | -1359.93881627359 |
261 | 5839 | 22712.1388847954 | -16873.1388847954 |
262 | 24069 | 34475.6058985255 | -10406.6058985255 |
263 | 3738 | 10686.1765721781 | -6948.17657217809 |
264 | 18625 | 26726.9900692947 | -8101.99006929473 |
265 | 36341 | 24402.4882299549 | 11938.5117700451 |
266 | 24548 | 31520.6731341254 | -6972.67313412537 |
267 | 21792 | 33599.655291513 | -11807.655291513 |
268 | 26263 | 22942.150469547 | 3320.84953045297 |
269 | 23686 | 42431.7625970042 | -18745.7625970042 |
270 | 49303 | 40493.2743414302 | 8809.72565856985 |
271 | 25659 | 43760.9316607201 | -18101.9316607201 |
272 | 28904 | 32173.3675011159 | -3269.36750111586 |
273 | 2781 | 3196.38384078493 | -415.383840784929 |
274 | 29236 | 39249.6447498884 | -10013.6447498884 |
275 | 19546 | 20737.0307988186 | -1191.03079881857 |
276 | 22818 | 35916.2994454657 | -13098.2994454657 |
277 | 32689 | 22188.2012596082 | 10500.7987403918 |
278 | 5752 | -807.990429864896 | 6559.9904298649 |
279 | 22197 | 32303.4338571503 | -10106.4338571503 |
280 | 20055 | 36063.3907865055 | -16008.3907865055 |
281 | 25272 | 38297.32197032 | -13025.32197032 |
282 | 82206 | 33082.2657374816 | 49123.7342625184 |
283 | 32073 | 28560.5019128005 | 3512.49808719954 |
284 | 5444 | 6945.86385629065 | -1501.86385629065 |
285 | 20154 | 30596.0595269854 | -10442.0595269854 |
286 | 36944 | 33493.1619916399 | 3450.83800836013 |
287 | 8019 | 22981.4388964825 | -14962.4388964826 |
288 | 30884 | 28284.6538299574 | 2599.34617004257 |
289 | 19540 | 32191.7021003524 | -12651.7021003524 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.502750174783346 | 0.994499650433307 | 0.497249825216654 |
8 | 0.360170931625335 | 0.720341863250669 | 0.639829068374665 |
9 | 0.283761593003104 | 0.567523186006207 | 0.716238406996896 |
10 | 0.553577898474799 | 0.892844203050402 | 0.446422101525201 |
11 | 0.489870584812576 | 0.979741169625152 | 0.510129415187424 |
12 | 0.754896196746147 | 0.490207606507706 | 0.245103803253853 |
13 | 0.727114221843559 | 0.545771556312883 | 0.272885778156441 |
14 | 0.659377449960844 | 0.681245100078311 | 0.340622550039156 |
15 | 0.666851422172359 | 0.666297155655281 | 0.333148577827641 |
16 | 0.657512797350139 | 0.684974405299723 | 0.342487202649861 |
17 | 0.589328061947395 | 0.821343876105209 | 0.410671938052605 |
18 | 0.711421972981639 | 0.577156054036722 | 0.288578027018361 |
19 | 0.696373381105443 | 0.607253237789113 | 0.303626618894557 |
20 | 0.727728750254666 | 0.544542499490668 | 0.272271249745334 |
21 | 0.722126099699521 | 0.555747800600958 | 0.277873900300479 |
22 | 0.661943364934955 | 0.67611327013009 | 0.338056635065045 |
23 | 0.794170695643845 | 0.41165860871231 | 0.205829304356155 |
24 | 0.750927850102014 | 0.498144299795971 | 0.249072149897986 |
25 | 0.714442129854689 | 0.571115740290622 | 0.285557870145311 |
26 | 0.664414517567773 | 0.671170964864454 | 0.335585482432227 |
27 | 0.61676037768937 | 0.766479244621259 | 0.38323962231063 |
28 | 0.559418034536781 | 0.881163930926439 | 0.440581965463219 |
29 | 0.52365611012811 | 0.95268777974378 | 0.47634388987189 |
30 | 0.583146042867354 | 0.833707914265293 | 0.416853957132646 |
31 | 0.540448824422211 | 0.919102351155578 | 0.459551175577789 |
32 | 0.55464265019185 | 0.890714699616299 | 0.44535734980815 |
33 | 0.518887015399286 | 0.962225969201429 | 0.481112984600714 |
34 | 0.481474551841814 | 0.962949103683628 | 0.518525448158186 |
35 | 0.427839276150245 | 0.85567855230049 | 0.572160723849755 |
36 | 0.375931888184306 | 0.751863776368612 | 0.624068111815694 |
37 | 0.361502978062561 | 0.723005956125121 | 0.638497021937439 |
38 | 0.391332126820725 | 0.78266425364145 | 0.608667873179275 |
39 | 0.397657958637298 | 0.795315917274596 | 0.602342041362702 |
40 | 0.366916106822215 | 0.73383221364443 | 0.633083893177785 |
41 | 0.337327003507594 | 0.674654007015187 | 0.662672996492406 |
42 | 0.306038331613209 | 0.612076663226418 | 0.693961668386791 |
43 | 0.285601007861114 | 0.571202015722229 | 0.714398992138886 |
44 | 0.248374231012842 | 0.496748462025683 | 0.751625768987158 |
45 | 0.235990578000568 | 0.471981156001137 | 0.764009421999432 |
46 | 0.214712044176926 | 0.429424088353853 | 0.785287955823074 |
47 | 0.192853243803272 | 0.385706487606544 | 0.807146756196728 |
48 | 0.171351698103333 | 0.342703396206667 | 0.828648301896667 |
49 | 0.150208300648736 | 0.300416601297473 | 0.849791699351264 |
50 | 0.124705100849791 | 0.249410201699583 | 0.875294899150209 |
51 | 0.106667598332821 | 0.213335196665642 | 0.893332401667179 |
52 | 0.0991997500051239 | 0.198399500010248 | 0.900800249994876 |
53 | 0.0810090113246215 | 0.162018022649243 | 0.918990988675379 |
54 | 0.112482597250508 | 0.224965194501015 | 0.887517402749492 |
55 | 0.0925290751346681 | 0.185058150269336 | 0.907470924865332 |
56 | 0.0756298620751326 | 0.151259724150265 | 0.924370137924867 |
57 | 0.061677686833708 | 0.123355373667416 | 0.938322313166292 |
58 | 0.0579269791669717 | 0.115853958333943 | 0.942073020833028 |
59 | 0.0466603124847095 | 0.093320624969419 | 0.953339687515291 |
60 | 0.0371351156917646 | 0.0742702313835293 | 0.962864884308235 |
61 | 0.0291288731619291 | 0.0582577463238582 | 0.970871126838071 |
62 | 0.0420373677940489 | 0.0840747355880978 | 0.957962632205951 |
63 | 0.0487009795804247 | 0.0974019591608494 | 0.951299020419575 |
64 | 0.0434546693824271 | 0.0869093387648541 | 0.956545330617573 |
65 | 0.0638912959756521 | 0.127782591951304 | 0.936108704024348 |
66 | 0.0533808416297661 | 0.106761683259532 | 0.946619158370234 |
67 | 0.0432300307916296 | 0.0864600615832593 | 0.95676996920837 |
68 | 0.0405270451861966 | 0.0810540903723932 | 0.959472954813803 |
69 | 0.174114772860957 | 0.348229545721913 | 0.825885227139043 |
70 | 0.206531522471406 | 0.413063044942812 | 0.793468477528594 |
71 | 0.179370057237025 | 0.358740114474049 | 0.820629942762975 |
72 | 0.166130558070956 | 0.332261116141912 | 0.833869441929044 |
73 | 0.148571620398386 | 0.297143240796772 | 0.851428379601614 |
74 | 0.19781159357188 | 0.395623187143761 | 0.80218840642812 |
75 | 0.178415439876274 | 0.356830879752548 | 0.821584560123726 |
76 | 0.166840694911684 | 0.333681389823369 | 0.833159305088316 |
77 | 0.166279813136766 | 0.332559626273531 | 0.833720186863234 |
78 | 0.157529346497881 | 0.315058692995762 | 0.842470653502119 |
79 | 0.152638597080411 | 0.305277194160821 | 0.847361402919589 |
80 | 0.142030691072806 | 0.284061382145612 | 0.857969308927194 |
81 | 0.126985840924145 | 0.253971681848291 | 0.873014159075855 |
82 | 0.108708088992685 | 0.21741617798537 | 0.891291911007315 |
83 | 0.0935153739359432 | 0.187030747871886 | 0.906484626064057 |
84 | 0.0800314643472956 | 0.160062928694591 | 0.919968535652704 |
85 | 0.940024048045191 | 0.119951903909619 | 0.0599759519548093 |
86 | 0.928941935888737 | 0.142116128222527 | 0.0710580641112634 |
87 | 0.919626240387654 | 0.160747519224691 | 0.0803737596123456 |
88 | 0.907131398675196 | 0.185737202649608 | 0.0928686013248041 |
89 | 0.898529640774884 | 0.202940718450232 | 0.101470359225116 |
90 | 0.898721592919788 | 0.202556814160423 | 0.101278407080212 |
91 | 0.882024897040022 | 0.235950205919957 | 0.117975102959978 |
92 | 0.890134047574819 | 0.219731904850361 | 0.109865952425181 |
93 | 0.914589546983078 | 0.170820906033845 | 0.0854104530169224 |
94 | 0.920587462589359 | 0.158825074821283 | 0.0794125374106415 |
95 | 0.917554982514646 | 0.164890034970708 | 0.082445017485354 |
96 | 0.905731979713356 | 0.188536040573287 | 0.0942680202866437 |
97 | 0.931669200156925 | 0.13666159968615 | 0.0683307998430748 |
98 | 0.95473552971094 | 0.0905289405781205 | 0.0452644702890602 |
99 | 0.970740106028571 | 0.0585197879428576 | 0.0292598939714288 |
100 | 0.968812111032714 | 0.062375777934571 | 0.0311878889672855 |
101 | 0.96333136221976 | 0.0733372755604797 | 0.0366686377802398 |
102 | 0.967877373261926 | 0.0642452534761474 | 0.0321226267380737 |
103 | 0.966728349080355 | 0.0665433018392897 | 0.0332716509196448 |
104 | 0.981568914779769 | 0.0368621704404627 | 0.0184310852202314 |
105 | 0.994462575191316 | 0.0110748496173679 | 0.00553742480868396 |
106 | 0.999175511240209 | 0.00164897751958113 | 0.000824488759790565 |
107 | 0.99897466750341 | 0.00205066499317928 | 0.00102533249658964 |
108 | 0.99888131835996 | 0.00223736328008083 | 0.00111868164004042 |
109 | 0.999814966714691 | 0.0003700665706169 | 0.00018503328530845 |
110 | 0.999751607387271 | 0.000496785225457537 | 0.000248392612728769 |
111 | 0.999828620445149 | 0.000342759109702543 | 0.000171379554851272 |
112 | 0.999879943059994 | 0.000240113880011107 | 0.000120056940005554 |
113 | 0.999842767902875 | 0.000314464194249134 | 0.000157232097124567 |
114 | 0.999814552263287 | 0.00037089547342599 | 0.000185447736712995 |
115 | 0.999761150858415 | 0.00047769828317017 | 0.000238849141585085 |
116 | 0.999674043210919 | 0.000651913578161259 | 0.000325956789080629 |
117 | 0.99955740863303 | 0.000885182733939067 | 0.000442591366969533 |
118 | 0.999552366713812 | 0.000895266572375086 | 0.000447633286187543 |
119 | 0.99999999940964 | 1.18071931982209e-09 | 5.90359659911045e-10 |
120 | 0.999999999038903 | 1.92219424682952e-09 | 9.6109712341476e-10 |
121 | 0.99999999859084 | 2.81832001606593e-09 | 1.40916000803297e-09 |
122 | 0.999999998006787 | 3.98642678073201e-09 | 1.993213390366e-09 |
123 | 0.999999997265481 | 5.46903731026264e-09 | 2.73451865513132e-09 |
124 | 0.999999999991395 | 1.72095508781062e-11 | 8.60477543905309e-12 |
125 | 0.99999999999554 | 8.91987513437656e-12 | 4.45993756718828e-12 |
126 | 0.999999999992454 | 1.50913765467755e-11 | 7.54568827338773e-12 |
127 | 0.999999999987999 | 2.40019273655131e-11 | 1.20009636827565e-11 |
128 | 0.999999999982436 | 3.51283726965361e-11 | 1.75641863482681e-11 |
129 | 0.999999999969953 | 6.00933123298222e-11 | 3.00466561649111e-11 |
130 | 0.999999999949993 | 1.00014181722117e-10 | 5.00070908610584e-11 |
131 | 0.999999999915589 | 1.68821972700788e-10 | 8.44109863503939e-11 |
132 | 0.999999999861964 | 2.76071492134659e-10 | 1.38035746067329e-10 |
133 | 0.999999999768495 | 4.63010318710826e-10 | 2.31505159355413e-10 |
134 | 0.999999999737119 | 5.25762156209684e-10 | 2.62881078104842e-10 |
135 | 0.999999999872285 | 2.55429714910505e-10 | 1.27714857455252e-10 |
136 | 0.999999999824881 | 3.5023895839485e-10 | 1.75119479197425e-10 |
137 | 0.999999999716659 | 5.66682225657944e-10 | 2.83341112828972e-10 |
138 | 0.99999999973615 | 5.27700241294588e-10 | 2.63850120647294e-10 |
139 | 0.999999999790373 | 4.19252971995734e-10 | 2.09626485997867e-10 |
140 | 0.999999999653174 | 6.93651317876462e-10 | 3.46825658938231e-10 |
141 | 0.999999999499132 | 1.00173637846449e-09 | 5.00868189232247e-10 |
142 | 0.999999999341826 | 1.31634734256681e-09 | 6.58173671283406e-10 |
143 | 0.999999999334146 | 1.33170745922003e-09 | 6.65853729610015e-10 |
144 | 0.999999999198868 | 1.60226350844159e-09 | 8.01131754220797e-10 |
145 | 0.999999999008716 | 1.98256836531302e-09 | 9.9128418265651e-10 |
146 | 0.999999998627818 | 2.74436313383885e-09 | 1.37218156691943e-09 |
147 | 0.999999998082573 | 3.83485343834751e-09 | 1.91742671917376e-09 |
148 | 0.999999999614737 | 7.70525219403454e-10 | 3.85262609701727e-10 |
149 | 0.999999999362232 | 1.27553642548384e-09 | 6.37768212741921e-10 |
150 | 0.999999998955691 | 2.08861728554336e-09 | 1.04430864277168e-09 |
151 | 0.999999998917727 | 2.16454696345057e-09 | 1.08227348172528e-09 |
152 | 0.999999998284431 | 3.43113721693681e-09 | 1.71556860846841e-09 |
153 | 0.999999997143699 | 5.71260245507555e-09 | 2.85630122753778e-09 |
154 | 0.999999996835397 | 6.3292065723617e-09 | 3.16460328618085e-09 |
155 | 0.999999994721738 | 1.05565247341681e-08 | 5.27826236708407e-09 |
156 | 0.999999999992333 | 1.53348823428e-11 | 7.66744117139999e-12 |
157 | 0.999999999986155 | 2.76908275010471e-11 | 1.38454137505235e-11 |
158 | 0.999999999976913 | 4.61740909735721e-11 | 2.3087045486786e-11 |
159 | 0.999999999959467 | 8.10661719144389e-11 | 4.05330859572194e-11 |
160 | 0.999999999928755 | 1.42489266811991e-10 | 7.12446334059955e-11 |
161 | 0.999999999887899 | 2.24201396494079e-10 | 1.1210069824704e-10 |
162 | 0.999999999997544 | 4.91157593790589e-12 | 2.45578796895295e-12 |
163 | 0.999999999995538 | 8.92411998484502e-12 | 4.46205999242251e-12 |
164 | 0.999999999996028 | 7.94336826923614e-12 | 3.97168413461807e-12 |
165 | 0.99999999999389 | 1.22203504746201e-11 | 6.11017523731003e-12 |
166 | 0.999999999989876 | 2.02482889058903e-11 | 1.01241444529452e-11 |
167 | 0.999999999990033 | 1.99336439855726e-11 | 9.9668219927863e-12 |
168 | 0.999999999984928 | 3.01444662392564e-11 | 1.50722331196282e-11 |
169 | 0.999999999977958 | 4.40842024708476e-11 | 2.20421012354238e-11 |
170 | 0.99999999997058 | 5.88391766168591e-11 | 2.94195883084296e-11 |
171 | 0.99999999994784 | 1.04319125092856e-10 | 5.21595625464279e-11 |
172 | 0.999999999964791 | 7.0418764475085e-11 | 3.52093822375425e-11 |
173 | 0.999999999961842 | 7.63158008785223e-11 | 3.81579004392611e-11 |
174 | 0.999999999934543 | 1.30913191196311e-10 | 6.54565955981557e-11 |
175 | 0.999999999998554 | 2.89220217907901e-12 | 1.44610108953951e-12 |
176 | 0.999999999997733 | 4.53363542846387e-12 | 2.26681771423194e-12 |
177 | 0.999999999999997 | 6.65539114415927e-15 | 3.32769557207964e-15 |
178 | 0.999999999999995 | 9.75083204432416e-15 | 4.87541602216208e-15 |
179 | 1 | 4.4037375221267e-17 | 2.20186876106335e-17 |
180 | 1 | 7.3300787993601e-17 | 3.66503939968005e-17 |
181 | 1 | 1.33006280820579e-16 | 6.65031404102896e-17 |
182 | 1 | 2.1553168403897e-16 | 1.07765842019485e-16 |
183 | 1 | 4.8194205435036e-16 | 2.4097102717518e-16 |
184 | 1 | 8.85218677530311e-16 | 4.42609338765155e-16 |
185 | 1 | 2.62054820944983e-16 | 1.31027410472491e-16 |
186 | 1 | 5.93483025835063e-16 | 2.96741512917532e-16 |
187 | 0.999999999999999 | 1.1566334295632e-15 | 5.78316714781599e-16 |
188 | 0.999999999999999 | 2.58123125391287e-15 | 1.29061562695643e-15 |
189 | 0.999999999999997 | 5.02018849942896e-15 | 2.51009424971448e-15 |
190 | 0.999999999999996 | 7.55093937561589e-15 | 3.77546968780794e-15 |
191 | 0.999999999999998 | 4.59127442034891e-15 | 2.29563721017446e-15 |
192 | 0.999999999999996 | 8.99074077451305e-15 | 4.49537038725653e-15 |
193 | 0.999999999999991 | 1.84029780111518e-14 | 9.2014890055759e-15 |
194 | 0.999999999999982 | 3.65598406065022e-14 | 1.82799203032511e-14 |
195 | 0.999999999999986 | 2.72386943835869e-14 | 1.36193471917935e-14 |
196 | 0.999999999999971 | 5.79742324144942e-14 | 2.89871162072471e-14 |
197 | 0.999999999999943 | 1.12968724899614e-13 | 5.64843624498072e-14 |
198 | 0.999999999999999 | 1.33313853653809e-15 | 6.66569268269046e-16 |
199 | 0.999999999999999 | 1.04919936888983e-15 | 5.24599684444917e-16 |
200 | 1 | 8.72688973711222e-16 | 4.36344486855611e-16 |
201 | 0.999999999999999 | 1.9778693593264e-15 | 9.88934679663202e-16 |
202 | 0.999999999999999 | 1.6812420382826e-15 | 8.40621019141298e-16 |
203 | 0.999999999999998 | 3.66707493165837e-15 | 1.83353746582918e-15 |
204 | 0.999999999999997 | 6.40651863299633e-15 | 3.20325931649817e-15 |
205 | 0.999999999999994 | 1.27856307231393e-14 | 6.39281536156967e-15 |
206 | 0.999999999999988 | 2.482937443304e-14 | 1.241468721652e-14 |
207 | 0.999999999999977 | 4.6031522477988e-14 | 2.3015761238994e-14 |
208 | 0.99999999999995 | 9.99054648212666e-14 | 4.99527324106333e-14 |
209 | 0.999999999999918 | 1.64798897914366e-13 | 8.23994489571831e-14 |
210 | 0.999999999999926 | 1.49011756229867e-13 | 7.45058781149333e-14 |
211 | 0.999999999999846 | 3.07326610352744e-13 | 1.53663305176372e-13 |
212 | 0.999999999999697 | 6.06733477677307e-13 | 3.03366738838653e-13 |
213 | 0.999999999999325 | 1.34971298618276e-12 | 6.74856493091378e-13 |
214 | 0.99999999999853 | 2.93966159228482e-12 | 1.46983079614241e-12 |
215 | 0.999999999997615 | 4.76965502124162e-12 | 2.38482751062081e-12 |
216 | 0.999999999997437 | 5.12660125044935e-12 | 2.56330062522467e-12 |
217 | 0.999999999994363 | 1.12739016882858e-11 | 5.63695084414291e-12 |
218 | 0.999999999994744 | 1.05115779435207e-11 | 5.25578897176037e-12 |
219 | 0.999999999989846 | 2.03084953255888e-11 | 1.01542476627944e-11 |
220 | 0.999999999982382 | 3.52360116595681e-11 | 1.76180058297841e-11 |
221 | 0.999999999961893 | 7.62138117586973e-11 | 3.81069058793487e-11 |
222 | 0.99999999997745 | 4.51004902042712e-11 | 2.25502451021356e-11 |
223 | 0.999999999959344 | 8.13113622564308e-11 | 4.06556811282154e-11 |
224 | 0.99999999991812 | 1.63759624701508e-10 | 8.18798123507542e-11 |
225 | 0.999999999912078 | 1.75843683597722e-10 | 8.79218417988608e-11 |
226 | 0.999999999931449 | 1.37101935845383e-10 | 6.85509679226913e-11 |
227 | 0.999999999907921 | 1.84157324885528e-10 | 9.20786624427642e-11 |
228 | 0.99999999984687 | 3.06260378956679e-10 | 1.53130189478339e-10 |
229 | 0.99999999977129 | 4.57419437430378e-10 | 2.28709718715189e-10 |
230 | 0.999999999976842 | 4.63162559721276e-11 | 2.31581279860638e-11 |
231 | 0.999999999973937 | 5.21266081473852e-11 | 2.60633040736926e-11 |
232 | 0.999999999938478 | 1.23043557549247e-10 | 6.15217787746234e-11 |
233 | 0.999999999959155 | 8.16898861248455e-11 | 4.08449430624227e-11 |
234 | 0.999999999904282 | 1.91435447509917e-10 | 9.57177237549586e-11 |
235 | 0.999999999805886 | 3.88228618512621e-10 | 1.94114309256311e-10 |
236 | 0.999999999549068 | 9.01864126196995e-10 | 4.50932063098497e-10 |
237 | 0.999999999335826 | 1.32834753940421e-09 | 6.64173769702107e-10 |
238 | 0.999999998881271 | 2.23745812059712e-09 | 1.11872906029856e-09 |
239 | 0.999999997875766 | 4.2484678398592e-09 | 2.1242339199296e-09 |
240 | 0.999999995456171 | 9.08765856286766e-09 | 4.54382928143383e-09 |
241 | 0.999999990601343 | 1.87973149214499e-08 | 9.39865746072495e-09 |
242 | 0.999999981036688 | 3.79266235151074e-08 | 1.89633117575537e-08 |
243 | 0.999999968861965 | 6.22760697366102e-08 | 3.11380348683051e-08 |
244 | 0.999999936450797 | 1.27098406206728e-07 | 6.35492031033641e-08 |
245 | 0.999999865847276 | 2.6830544785347e-07 | 1.34152723926735e-07 |
246 | 0.999999798633996 | 4.0273200800918e-07 | 2.0136600400459e-07 |
247 | 0.999999676248788 | 6.4750242451023e-07 | 3.23751212255115e-07 |
248 | 0.999999309652576 | 1.38069484718924e-06 | 6.9034742359462e-07 |
249 | 0.999998834230823 | 2.33153835300997e-06 | 1.16576917650499e-06 |
250 | 0.999999388025455 | 1.22394909091087e-06 | 6.11974545455434e-07 |
251 | 0.99999872820812 | 2.54358375982134e-06 | 1.27179187991067e-06 |
252 | 0.999997862270971 | 4.27545805894449e-06 | 2.13772902947225e-06 |
253 | 0.999995477733002 | 9.0445339967157e-06 | 4.52226699835785e-06 |
254 | 0.999992289996912 | 1.54200061767745e-05 | 7.71000308838724e-06 |
255 | 0.999989738968644 | 2.05220627117204e-05 | 1.02610313558602e-05 |
256 | 0.999980725025494 | 3.85499490124311e-05 | 1.92749745062156e-05 |
257 | 0.999973577042326 | 5.28459153481336e-05 | 2.64229576740668e-05 |
258 | 0.999948515117894 | 0.000102969764212699 | 5.14848821063494e-05 |
259 | 0.99992805126877 | 0.000143897462459423 | 7.19487312297115e-05 |
260 | 0.999859301218867 | 0.000281397562266241 | 0.000140698781133121 |
261 | 0.999810301250943 | 0.000379397498113654 | 0.000189698749056827 |
262 | 0.999638105710918 | 0.000723788578162988 | 0.000361894289081494 |
263 | 0.999419591703018 | 0.00116081659396467 | 0.000580408296982333 |
264 | 0.998923980310127 | 0.00215203937974594 | 0.00107601968987297 |
265 | 0.998286543151684 | 0.00342691369663171 | 0.00171345684831586 |
266 | 0.996845302028362 | 0.00630939594327555 | 0.00315469797163778 |
267 | 0.995352113624315 | 0.00929577275137012 | 0.00464788637568506 |
268 | 0.991918470173936 | 0.0161630596521289 | 0.00808152982606445 |
269 | 0.987200883890139 | 0.0255982322197228 | 0.0127991161098614 |
270 | 0.98176129506716 | 0.0364774098656796 | 0.0182387049328398 |
271 | 0.988016564627598 | 0.0239668707448043 | 0.0119834353724022 |
272 | 0.978550225458984 | 0.0428995490820317 | 0.0214497745410159 |
273 | 0.965134777678081 | 0.069730444643838 | 0.034865222321919 |
274 | 0.978522093439017 | 0.0429558131219653 | 0.0214779065609827 |
275 | 0.965304234874567 | 0.0693915302508659 | 0.0346957651254329 |
276 | 0.95670196086392 | 0.0865960782721591 | 0.0432980391360796 |
277 | 0.933226373766975 | 0.13354725246605 | 0.0667736262330248 |
278 | 0.901881176923076 | 0.196237646153849 | 0.0981188230769244 |
279 | 0.901825362219615 | 0.19634927556077 | 0.0981746377803852 |
280 | 0.836561076243033 | 0.326877847513934 | 0.163438923756967 |
281 | 0.728010639547791 | 0.543978720904417 | 0.271989360452209 |
282 | 0.932922502907817 | 0.134154994184367 | 0.0670774970921834 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 162 | 0.58695652173913 | NOK |
5% type I error level | 170 | 0.615942028985507 | NOK |
10% type I error level | 187 | 0.677536231884058 | NOK |