Multiple Linear Regression - Estimated Regression Equation |
Tot._Size[t] = + 1409.91893885833 + 0.438178357773379Tot._Sec[t] + 303.62503028615`#Feedback>p120`[t] + 93.0655581783293`#Blogged_comp.`[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) | 1409.91893885833 | 2628.97219 | 0.5363 | 0.592169 | 0.296085 |
Tot._Sec | 0.438178357773379 | 0.048686 | 9 | 0 | 0 |
`#Feedback>p120` | 303.62503028615 | 52.769479 | 5.7538 | 0 | 0 |
`#Blogged_comp.` | 93.0655581783293 | 68.800491 | 1.3527 | 0.177228 | 0.088614 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.851850948890141 |
R-squared | 0.725650039125034 |
Adjusted R-squared | 0.722762144800035 |
F-TEST (value) | 251.273058312175 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 21284.8283897017 |
Sum Squared Residuals | 129117517080.03 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 101400.895592008 | 10884.1044079923 |
2 | 84786 | 81182.0754166957 | 3603.92458330427 |
3 | 83123 | 72978.2930549156 | 10144.7069450844 |
4 | 101193 | 85208.3200956384 | 15984.6799043616 |
5 | 38361 | 56173.6318340061 | -17812.6318340061 |
6 | 68504 | 41308.5983605039 | 27195.4016394961 |
7 | 119182 | 126036.021251489 | -6854.02125148861 |
8 | 22807 | 11185.5714491529 | 11621.4285508471 |
9 | 17140 | 24242.5231178017 | -7102.52311780171 |
10 | 116174 | 75607.510762444 | 40566.489237556 |
11 | 57635 | 63550.000842009 | -5915.00084200898 |
12 | 66198 | 109105.145689249 | -42907.145689249 |
13 | 71701 | 87586.3280400135 | -15885.3280400135 |
14 | 57793 | 58787.8657822378 | -994.865782237801 |
15 | 80444 | 89560.2510901286 | -9116.25109012858 |
16 | 53855 | 70608.1361696056 | -16753.1361696056 |
17 | 97668 | 133512.12338371 | -35844.1233837101 |
18 | 133824 | 105572.990648795 | 28251.0093512046 |
19 | 101481 | 79490.6306452154 | 21990.3693547846 |
20 | 99645 | 70588.3061835239 | 29056.6938164761 |
21 | 114789 | 99025.5907544441 | 15763.4092455559 |
22 | 99052 | 99584.1701434747 | -532.170143474671 |
23 | 67654 | 97630.9629233025 | -29976.9629233025 |
24 | 65553 | 74928.9533203495 | -9375.95332034951 |
25 | 97500 | 90633.9590628454 | 6866.04093715462 |
26 | 69112 | 86820.2098589897 | -17708.2098589897 |
27 | 82753 | 86012.1424694395 | -3259.14246943949 |
28 | 85323 | 94788.2513091526 | -9465.25130915265 |
29 | 72654 | 105342.861213344 | -32688.8612133437 |
30 | 30727 | 53998.5083589076 | -23271.5083589075 |
31 | 77873 | 122932.104389233 | -45059.104389233 |
32 | 117478 | 114847.704400858 | 2630.29559914176 |
33 | 74007 | 78493.4569519121 | -4486.45695191212 |
34 | 90183 | 131526.078797977 | -41343.0787979772 |
35 | 61542 | 49886.3758181552 | 11655.6241818448 |
36 | 101494 | 124373.160497499 | -22879.1604974992 |
37 | 27570 | 44958.6516948334 | -17388.6516948334 |
38 | 55813 | 73885.0531450025 | -18072.0531450025 |
39 | 79215 | 117450.747097715 | -38235.7470977151 |
40 | 1423 | 2255.16499100318 | -832.164991003175 |
41 | 55461 | 65562.2635728815 | -10101.2635728815 |
42 | 31081 | 41300.8809680762 | -10219.8809680762 |
43 | 22996 | 30694.0960717052 | -7698.09607170519 |
44 | 83122 | 106728.588177081 | -23606.5881770809 |
45 | 70106 | 92374.7093608693 | -22268.7093608693 |
46 | 60578 | 65747.159844674 | -5169.15984467399 |
47 | 39992 | 52219.5992628235 | -12227.5992628235 |
48 | 79892 | 81557.3130903827 | -1665.31309038265 |
49 | 49810 | 49635.1014082814 | 174.898591718625 |
50 | 71570 | 48316.9218306209 | 23253.0781693791 |
51 | 100708 | 76644.9728841967 | 24063.0271158033 |
52 | 33032 | 48272.6267869447 | -15240.6267869447 |
53 | 82875 | 92606.8455764675 | -9731.84557646745 |
54 | 139077 | 123318.231481051 | 15758.7685189489 |
55 | 71595 | 82124.0885367427 | -10529.0885367427 |
56 | 72260 | 94918.650654928 | -22658.650654928 |
57 | 5950 | 10873.9647224196 | -4923.9647224196 |
58 | 115762 | 119246.401808181 | -3484.40180818063 |
59 | 32551 | 32887.6428933902 | -336.642893390197 |
60 | 31701 | 36729.5969925477 | -5028.59699254771 |
61 | 80670 | 82761.5224051088 | -2091.52240510878 |
62 | 143558 | 130977.242253634 | 12580.7577463659 |
63 | 117105 | 103095.361394381 | 14009.6386056186 |
64 | 23789 | 38319.8467974253 | -14530.8467974253 |
65 | 120733 | 112210.098737219 | 8522.90126278118 |
66 | 105195 | 126811.30375129 | -21616.3037512896 |
67 | 73107 | 65011.9622054997 | 8095.03779450028 |
68 | 132068 | 131171.874284533 | 896.125715467463 |
69 | 149193 | 110763.263941316 | 38429.7360586842 |
70 | 46821 | 61846.1645770471 | -15025.1645770471 |
71 | 87011 | 83363.0636792297 | 3647.93632077029 |
72 | 95260 | 92180.6300442987 | 3079.36995570128 |
73 | 55183 | 80756.5781175371 | -25573.5781175371 |
74 | 106671 | 70411.8499928752 | 36259.1500071248 |
75 | 73511 | 91536.9735536054 | -18025.9735536054 |
76 | 92945 | 77025.0078885813 | 15919.9921114187 |
77 | 78664 | 67123.417706288 | 11540.582293712 |
78 | 70054 | 88495.6426670013 | -18441.6426670013 |
79 | 22618 | 34239.3994435466 | -11621.3994435466 |
80 | 74011 | 94363.6054849967 | -20352.6054849967 |
81 | 83737 | 66052.9229401587 | 17684.0770598413 |
82 | 69094 | 79960.941660963 | -10866.941660963 |
83 | 93133 | 88553.0422546404 | 4579.9577453596 |
84 | 95536 | 99403.1133526601 | -3867.11335266013 |
85 | 225920 | 96197.9241123897 | 129722.07588761 |
86 | 62133 | 72493.742826332 | -10360.742826332 |
87 | 61370 | 66647.2345978548 | -5277.2345978548 |
88 | 43836 | 54338.6415672582 | -10502.6415672582 |
89 | 106117 | 103811.762808289 | 2305.23719171103 |
90 | 38692 | 64311.0354586355 | -25619.0354586355 |
91 | 84651 | 78797.4390435965 | 5853.5609564035 |
92 | 56622 | 38614.8540442149 | 18007.1459557851 |
93 | 15986 | 35616.8723713875 | -19630.8723713875 |
94 | 95364 | 73727.8860895517 | 21636.1139104483 |
95 | 26706 | 52955.7326942829 | -26249.7326942829 |
96 | 89691 | 85563.9951398536 | 4127.0048601464 |
97 | 67267 | 93364.0500967733 | -26097.0500967733 |
98 | 126846 | 84871.2076212899 | 41974.7923787101 |
99 | 41140 | 67174.1473263228 | -26034.1473263228 |
100 | 102860 | 91268.3952583793 | 11591.6047416207 |
101 | 51715 | 57887.3883005164 | -6172.38830051635 |
102 | 55801 | 80617.9159016768 | -24816.9159016768 |
103 | 111813 | 91113.3553239785 | 20699.6446760215 |
104 | 120293 | 81376.8992491742 | 38916.1007508258 |
105 | 138599 | 98620.3963679846 | 39978.6036320154 |
106 | 161647 | 120346.710775682 | 41300.2892243175 |
107 | 115929 | 135489.197477766 | -19560.1974777657 |
108 | 24266 | 29821.3275513859 | -5555.32755138591 |
109 | 162901 | 121100.806841334 | 41800.1931586659 |
110 | 109825 | 97074.8230333348 | 12750.1769666652 |
111 | 129838 | 118293.720390953 | 11544.2796090468 |
112 | 37510 | 48360.1031799693 | -10850.1031799693 |
113 | 43750 | 30653.2142965817 | 13096.7857034183 |
114 | 40652 | 51372.1985188652 | -10720.1985188652 |
115 | 87771 | 78615.2214881965 | 9155.77851180348 |
116 | 85872 | 87436.1107226897 | -1564.11072268965 |
117 | 89275 | 99425.7316154827 | -10150.7316154827 |
118 | 44418 | 62461.882079263 | -18043.882079263 |
119 | 192565 | 92093.4915334043 | 100471.508466596 |
120 | 35232 | 30672.6223029189 | 4559.37769708108 |
121 | 40909 | 51451.5466816254 | -10542.5466816254 |
122 | 13294 | 21348.2280070505 | -8054.22800705048 |
123 | 32387 | 45487.8883340576 | -13100.8883340576 |
124 | 140867 | 67329.7424052376 | 73537.2575947624 |
125 | 120662 | 105155.958988786 | 15506.0410112142 |
126 | 21233 | 32213.3133132965 | -10980.3133132965 |
127 | 44332 | 35809.857590326 | 8522.14240967399 |
128 | 61056 | 55451.6206059126 | 5604.37939408735 |
129 | 101338 | 92735.0317985955 | 8602.96820140454 |
130 | 1168 | 5086.10542475259 | -3918.10542475259 |
131 | 13497 | 10633.5702921319 | 2863.42970786813 |
132 | 65567 | 73456.2463021539 | -7889.24630215385 |
133 | 25162 | 23442.7470703473 | 1719.25292965272 |
134 | 32334 | 45460.9967470685 | -13126.9967470685 |
135 | 40735 | 62098.2980693516 | -21363.2980693516 |
136 | 91413 | 128706.590933681 | -37293.5909336805 |
137 | 855 | 4683.79825674696 | -3828.79825674696 |
138 | 97068 | 76144.6736902499 | 20923.3263097501 |
139 | 44339 | 16115.0190404016 | 28223.9809595984 |
140 | 14116 | 11581.9605551524 | 2534.03944484759 |
141 | 10288 | 20739.7340627486 | -10451.7340627486 |
142 | 65622 | 56839.977039176 | 8782.02296082402 |
143 | 16563 | 21369.8638839324 | -4806.86388393241 |
144 | 76643 | 108008.137154336 | -31365.1371543362 |
145 | 110681 | 80040.8842999563 | 30640.1157000437 |
146 | 29011 | 26724.2382299713 | 2286.76177002865 |
147 | 92696 | 49635.6635664411 | 43060.3364335589 |
148 | 94785 | 50514.7678186074 | 44270.2321813926 |
149 | 8773 | 15402.1414824659 | -6629.14148246591 |
150 | 83209 | 72085.2821331386 | 11123.7178668614 |
151 | 93815 | 114896.31563683 | -21081.3156368303 |
152 | 86687 | 97187.2500041949 | -10500.2500041949 |
153 | 34553 | 36901.4077485562 | -2348.40774855623 |
154 | 105547 | 132011.107189595 | -26464.1071895947 |
155 | 103487 | 129148.126909137 | -25661.1269091375 |
156 | 213688 | 156820.570527908 | 56867.4294720923 |
157 | 71220 | 85430.9044101956 | -14210.9044101956 |
158 | 23517 | 29618.4831926088 | -6101.48319260882 |
159 | 56926 | 51931.3334570762 | 4994.6665429238 |
160 | 91721 | 77966.183855878 | 13754.8161441219 |
161 | 115168 | 127879.039934163 | -12711.0399341625 |
162 | 111194 | 36419.9226152034 | 74774.0773847966 |
163 | 51009 | 43244.9747191425 | 7764.02528085747 |
164 | 135777 | 105782.428288657 | 29994.5717113426 |
165 | 51513 | 54550.9861247582 | -3037.98612475818 |
166 | 74163 | 101168.862653292 | -27005.8626532917 |
167 | 51633 | 73301.7311477774 | -21668.7311477774 |
168 | 75345 | 33752.2014135286 | 41592.7985864714 |
169 | 33416 | 55157.262361953 | -21741.262361953 |
170 | 83305 | 62886.5773013743 | 20418.4226986257 |
171 | 98952 | 84594.337028833 | 14357.662971167 |
172 | 102372 | 90695.429410564 | 11676.570589436 |
173 | 37238 | 33684.9414645772 | 3553.05853542283 |
174 | 103772 | 100986.098641764 | 2785.90135823562 |
175 | 123969 | 84371.065432063 | 39597.934567937 |
176 | 27142 | 41408.8266145763 | -14266.8266145763 |
177 | 135400 | 95029.9215957514 | 40370.0784042486 |
178 | 21399 | 31784.3158470276 | -10385.3158470276 |
179 | 130115 | 114716.503582392 | 15398.496417608 |
180 | 24874 | 42039.7299202598 | -17165.7299202598 |
181 | 34988 | 20936.8141300074 | 14051.1858699926 |
182 | 45549 | 29572.087487135 | 15976.912512865 |
183 | 6023 | 5267.01365094333 | 755.986349056671 |
184 | 64466 | 67145.8723787464 | -2679.87237874644 |
185 | 54990 | 102457.498435424 | -47467.4984354237 |
186 | 1644 | 3921.44497485463 | -2277.44497485463 |
187 | 6179 | 15898.6093280658 | -9719.60932806585 |
188 | 3926 | 5985.24706412474 | -2059.24706412474 |
189 | 32755 | 51375.5133223072 | -18620.5133223072 |
190 | 34777 | 25709.0709822309 | 9067.92901776911 |
191 | 73224 | 43147.5514117397 | 30076.4485882603 |
192 | 27114 | 30551.1070215785 | -3437.10702157849 |
193 | 20760 | 28034.5488699256 | -7274.54886992559 |
194 | 37636 | 32390.3070772832 | 5245.69292271678 |
195 | 65461 | 75284.467060515 | -9823.46706051503 |
196 | 30080 | 37854.0758220016 | -7774.07582200159 |
197 | 24094 | 34921.5837110301 | -10827.5837110301 |
198 | 69008 | 32589.7496315722 | 36418.2503684278 |
199 | 54968 | 36521.3764749847 | 18446.6235250153 |
200 | 46090 | 33797.162340227 | 12292.837659773 |
201 | 27507 | 34082.9787064986 | -6575.97870649862 |
202 | 10672 | 23416.3791085578 | -12744.3791085578 |
203 | 34029 | 38997.0487465872 | -4968.04874658715 |
204 | 46300 | 47627.5661302561 | -1327.56613025608 |
205 | 24760 | 33382.8675568182 | -8622.86755681822 |
206 | 18779 | 19723.1867858544 | -944.186785854439 |
207 | 21280 | 31177.6906577305 | -9897.69065773055 |
208 | 40662 | 51944.1887408083 | -11282.1887408083 |
209 | 28987 | 41591.5441116015 | -12604.5441116015 |
210 | 22827 | 54652.7351602032 | -31825.7351602032 |
211 | 18513 | 30788.8132969287 | -12275.8132969287 |
212 | 30594 | 36249.3210918663 | -5655.32109186633 |
213 | 24006 | 27753.7261888388 | -3747.72618883876 |
214 | 27913 | 42893.5821893483 | -14980.5821893483 |
215 | 42744 | 23314.2208866818 | 19429.7791133182 |
216 | 12934 | 35510.2464172241 | -22576.2464172241 |
217 | 22574 | 29937.9566751528 | -7363.95667515278 |
218 | 41385 | 28477.0488741494 | 12907.9511258506 |
219 | 18653 | 32610.6759404954 | -13957.6759404954 |
220 | 18472 | 33679.6292942681 | -15207.6292942681 |
221 | 30976 | 42526.5218417031 | -11550.5218417031 |
222 | 63339 | 69015.9873657702 | -5676.98736577017 |
223 | 25568 | 40165.0699406256 | -14597.0699406256 |
224 | 33747 | 39798.6275530981 | -6051.62755309812 |
225 | 4154 | 16121.7187734263 | -11967.7187734263 |
226 | 19474 | 33559.8092443729 | -14085.8092443729 |
227 | 35130 | 18863.3481311138 | 16266.6518688862 |
228 | 39067 | 34902.8995429468 | 4164.10045705325 |
229 | 13310 | 20031.1321872297 | -6721.13218722973 |
230 | 65892 | 41356.381459556 | 24535.618540444 |
231 | 4143 | 17737.1045736956 | -13594.1045736956 |
232 | 28579 | 35685.7764052216 | -7106.77640522161 |
233 | 51776 | 46777.3315987905 | 4998.66840120951 |
234 | 21152 | 23437.8439892677 | -2285.84398926767 |
235 | 38084 | 27902.6507749462 | 10181.3492250538 |
236 | 27717 | 29805.301445376 | -2088.30144537602 |
237 | 32928 | 38743.4940675798 | -5815.49406757982 |
238 | 11342 | 19163.9117717165 | -7821.91177171651 |
239 | 19499 | 30534.2257636407 | -11035.2257636407 |
240 | 16380 | 20697.6867165551 | -4317.68671655512 |
241 | 36874 | 30462.2842719881 | 6411.7157280119 |
242 | 48259 | 54064.6076457619 | -5805.60764576186 |
243 | 16734 | 26114.1282681312 | -9380.12826813119 |
244 | 28207 | 25837.8742632293 | 2369.12573677065 |
245 | 30143 | 33860.3219867035 | -3717.32198670352 |
246 | 41369 | 35112.9201410897 | 6256.07985891026 |
247 | 45833 | 40860.1035844194 | 4972.89641558058 |
248 | 29156 | 35114.5924138533 | -5958.59241385329 |
249 | 35944 | 23392.2883866464 | 12551.7116133536 |
250 | 36278 | 15476.9931207016 | 20801.0068792984 |
251 | 45588 | 53081.3590944928 | -7493.35909449284 |
252 | 45097 | 47198.2821281092 | -2101.28212810923 |
253 | 3895 | 6828.03614323214 | -2933.03614323214 |
254 | 28394 | 32109.6125547916 | -3715.61255479161 |
255 | 18632 | 33559.5983174124 | -14927.5983174124 |
256 | 2325 | 4875.83889781221 | -2550.83889781221 |
257 | 25139 | 19988.8269949071 | 5150.17300509292 |
258 | 27975 | 25369.3403999325 | 2605.65960006747 |
259 | 14483 | 24313.1821441639 | -9830.18214416393 |
260 | 13127 | 18348.9560817935 | -5221.9560817935 |
261 | 5839 | 7783.88928398479 | -1944.8892839848 |
262 | 24069 | 42661.9933364118 | -18592.9933364118 |
263 | 3738 | 7552.26770830843 | -3814.26770830843 |
264 | 18625 | 24592.740637981 | -5967.74063798098 |
265 | 36341 | 27498.9046440851 | 8842.09535591493 |
266 | 24548 | 33450.0868500884 | -8902.08685008844 |
267 | 21792 | 35427.5086694856 | -13635.5086694856 |
268 | 26263 | 20783.7921681921 | 5479.20783180786 |
269 | 23686 | 44028.123672576 | -20342.123672576 |
270 | 49303 | 33913.8126687815 | 15389.1873312185 |
271 | 25659 | 30269.3287951348 | -4610.32879513479 |
272 | 28904 | 33678.3830828408 | -4774.38308284077 |
273 | 2781 | 2977.94925561613 | -196.949255616135 |
274 | 29236 | 39925.4305171272 | -10689.4305171272 |
275 | 19546 | 21948.0171182089 | -2402.01711820889 |
276 | 22818 | 23558.8292361189 | -740.829236118903 |
277 | 32689 | 13632.81535347 | 19056.18464653 |
278 | 5752 | 7904.87119940256 | -2152.87119940256 |
279 | 22197 | 38803.5604542798 | -16606.5604542798 |
280 | 20055 | 34031.8508136289 | -13976.8508136289 |
281 | 25272 | 33827.6659085064 | -8555.66590850635 |
282 | 82206 | 21869.8109940333 | 60336.1890059667 |
283 | 32073 | 19924.1188018916 | 12148.8811981084 |
284 | 5444 | 6914.14690322157 | -1470.14690322157 |
285 | 20154 | 26831.6713159569 | -6677.67131595692 |
286 | 36944 | 19580.7937661652 | 17363.2062338348 |
287 | 8019 | 18260.1893391378 | -10241.1893391378 |
288 | 30884 | 35986.2154669531 | -5102.21546695307 |
289 | 19540 | 30552.1818374542 | -11012.1818374542 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.246059839906614 | 0.492119679813227 | 0.753940160093386 |
8 | 0.179859434128606 | 0.359718868257213 | 0.820140565871394 |
9 | 0.123759288044669 | 0.247518576089339 | 0.876240711955331 |
10 | 0.173117157443995 | 0.346234314887989 | 0.826882842556006 |
11 | 0.101559286627234 | 0.203118573254468 | 0.898440713372766 |
12 | 0.72065687513548 | 0.558686249729041 | 0.27934312486452 |
13 | 0.701893832380783 | 0.596212335238434 | 0.298106167619217 |
14 | 0.620569764033379 | 0.758860471933243 | 0.379430235966621 |
15 | 0.532369880720131 | 0.935260238559738 | 0.467630119279869 |
16 | 0.497034079269826 | 0.994068158539652 | 0.502965920730174 |
17 | 0.452486851526389 | 0.904973703052779 | 0.547513148473611 |
18 | 0.600375667178412 | 0.799248665643176 | 0.399624332821588 |
19 | 0.603121497360357 | 0.793757005279286 | 0.396878502639643 |
20 | 0.649222188140635 | 0.70155562371873 | 0.350777811859365 |
21 | 0.656845063353372 | 0.686309873293256 | 0.343154936646628 |
22 | 0.590763932882627 | 0.818472134234745 | 0.409236067117373 |
23 | 0.642953441394648 | 0.714093117210705 | 0.357046558605352 |
24 | 0.598071780458865 | 0.80385643908227 | 0.401928219541135 |
25 | 0.553763014175423 | 0.892473971649154 | 0.446236985824577 |
26 | 0.518753062372562 | 0.962493875254877 | 0.481246937627438 |
27 | 0.456469103735077 | 0.912938207470154 | 0.543530896264923 |
28 | 0.404585780053004 | 0.809171560106007 | 0.595414219946996 |
29 | 0.441714738802265 | 0.88342947760453 | 0.558285261197735 |
30 | 0.47682535948706 | 0.95365071897412 | 0.52317464051294 |
31 | 0.578160005076556 | 0.843679989846888 | 0.421839994923444 |
32 | 0.542899044380189 | 0.914201911239623 | 0.457100955619811 |
33 | 0.488401097681695 | 0.97680219536339 | 0.511598902318305 |
34 | 0.522802543733836 | 0.954394912532329 | 0.477197456266164 |
35 | 0.474054173587283 | 0.948108347174566 | 0.525945826412717 |
36 | 0.433793188683508 | 0.867586377367016 | 0.566206811316492 |
37 | 0.448350078804712 | 0.896700157609424 | 0.551649921195288 |
38 | 0.427780380024353 | 0.855560760048706 | 0.572219619975647 |
39 | 0.451622870317855 | 0.903245740635711 | 0.548377129682145 |
40 | 0.431040238174248 | 0.862080476348495 | 0.568959761825752 |
41 | 0.389576228452552 | 0.779152456905105 | 0.610423771547448 |
42 | 0.3594526190994 | 0.718905238198801 | 0.6405473809006 |
43 | 0.330092367522069 | 0.660184735044137 | 0.669907632477931 |
44 | 0.306988072600697 | 0.613976145201393 | 0.693011927399304 |
45 | 0.284729042728428 | 0.569458085456856 | 0.715270957271572 |
46 | 0.24621544087226 | 0.492430881744519 | 0.75378455912774 |
47 | 0.223288534589057 | 0.446577069178114 | 0.776711465410943 |
48 | 0.19169501778121 | 0.38339003556242 | 0.80830498221879 |
49 | 0.160916536656126 | 0.321833073312253 | 0.839083463343874 |
50 | 0.173410952775243 | 0.346821905550486 | 0.826589047224757 |
51 | 0.201485082803894 | 0.402970165607788 | 0.798514917196106 |
52 | 0.192372647157988 | 0.384745294315976 | 0.807627352842012 |
53 | 0.164637906050543 | 0.329275812101086 | 0.835362093949457 |
54 | 0.19817159041534 | 0.396343180830681 | 0.80182840958466 |
55 | 0.17175325176484 | 0.343506503529679 | 0.82824674823516 |
56 | 0.161405632168721 | 0.322811264337442 | 0.838594367831279 |
57 | 0.142910361289603 | 0.285820722579206 | 0.857089638710397 |
58 | 0.124363807843024 | 0.248727615686049 | 0.875636192156976 |
59 | 0.103866068434269 | 0.207732136868537 | 0.896133931565731 |
60 | 0.0869688369058285 | 0.173937673811657 | 0.913031163094172 |
61 | 0.071827375786032 | 0.143654751572064 | 0.928172624213968 |
62 | 0.0767863552861442 | 0.153572710572288 | 0.923213644713856 |
63 | 0.0831644658737755 | 0.166328931747551 | 0.916835534126225 |
64 | 0.0763987426367298 | 0.15279748527346 | 0.92360125736327 |
65 | 0.0719555689347588 | 0.143911137869518 | 0.928044431065241 |
66 | 0.0653909270650469 | 0.130781854130094 | 0.934609072934953 |
67 | 0.0564536480783173 | 0.112907296156635 | 0.943546351921683 |
68 | 0.0497845424134223 | 0.0995690848268447 | 0.950215457586578 |
69 | 0.10174142336193 | 0.20348284672386 | 0.89825857663807 |
70 | 0.0922095881472916 | 0.184419176294583 | 0.907790411852708 |
71 | 0.0787873012402311 | 0.157574602480462 | 0.921212698759769 |
72 | 0.0659047024556861 | 0.131809404911372 | 0.934095297544314 |
73 | 0.0713303386979713 | 0.142660677395943 | 0.928669661302029 |
74 | 0.115989573892895 | 0.231979147785791 | 0.884010426107105 |
75 | 0.10775116706045 | 0.215502334120901 | 0.89224883293955 |
76 | 0.105075212723198 | 0.210150425446397 | 0.894924787276802 |
77 | 0.0933570010436071 | 0.186714002087214 | 0.906642998956393 |
78 | 0.0862486731979422 | 0.172497346395884 | 0.913751326802058 |
79 | 0.0764542311977335 | 0.152908462395467 | 0.923545768802267 |
80 | 0.0713820969665237 | 0.142764193933047 | 0.928617903033476 |
81 | 0.0687292975636481 | 0.137458595127296 | 0.931270702436352 |
82 | 0.059152222737964 | 0.118304445475928 | 0.940847777262036 |
83 | 0.0498187062379399 | 0.0996374124758798 | 0.95018129376206 |
84 | 0.0411643755640453 | 0.0823287511280906 | 0.958835624435955 |
85 | 0.964160591415076 | 0.0716788171698484 | 0.0358394085849242 |
86 | 0.958065736953099 | 0.0838685260938022 | 0.0419342630469011 |
87 | 0.949839597285174 | 0.100320805429652 | 0.0501604027148259 |
88 | 0.942403168190491 | 0.115193663619017 | 0.0575968318095086 |
89 | 0.931833318542731 | 0.136333362914537 | 0.0681666814572687 |
90 | 0.935570059232875 | 0.128859881534251 | 0.0644299407671254 |
91 | 0.924071928065851 | 0.151856143868297 | 0.0759280719341486 |
92 | 0.918061914028761 | 0.163876171942479 | 0.0819380859712393 |
93 | 0.915525741353654 | 0.168948517292691 | 0.0844742586463457 |
94 | 0.917544662128654 | 0.164910675742693 | 0.0824553378713464 |
95 | 0.92399669344379 | 0.152006613112421 | 0.0760033065562103 |
96 | 0.911809872153978 | 0.176380255692045 | 0.0881901278460225 |
97 | 0.918588324420471 | 0.162823351159058 | 0.0814116755795291 |
98 | 0.949394244629842 | 0.101211510740317 | 0.0506057553701583 |
99 | 0.954158172276524 | 0.0916836554469523 | 0.0458418277234761 |
100 | 0.947360369223307 | 0.105279261553387 | 0.0526396307766934 |
101 | 0.938239076578327 | 0.123521846843346 | 0.0617609234216732 |
102 | 0.942089459553311 | 0.115821080893377 | 0.0579105404466887 |
103 | 0.942723328882311 | 0.114553342235378 | 0.057276671117689 |
104 | 0.96255735774186 | 0.0748852845162798 | 0.0374426422581399 |
105 | 0.976619287849965 | 0.0467614243000706 | 0.0233807121500353 |
106 | 0.985794832462866 | 0.0284103350742689 | 0.0142051675371344 |
107 | 0.985749305722943 | 0.0285013885541139 | 0.014250694277057 |
108 | 0.982659024974543 | 0.0346819500509134 | 0.0173409750254567 |
109 | 0.990127102305249 | 0.0197457953895018 | 0.00987289769475091 |
110 | 0.988733381807898 | 0.0225332363842043 | 0.0112666181921022 |
111 | 0.986748344903146 | 0.0265033101937073 | 0.0132516550968537 |
112 | 0.984434060348398 | 0.0311318793032031 | 0.0155659396516016 |
113 | 0.982449495014316 | 0.0351010099713679 | 0.0175505049856839 |
114 | 0.980098812405762 | 0.0398023751884758 | 0.0199011875942379 |
115 | 0.976634123092708 | 0.0467317538145845 | 0.0233658769072922 |
116 | 0.971627927433326 | 0.0567441451333488 | 0.0283720725666744 |
117 | 0.967494779137341 | 0.0650104417253171 | 0.0325052208626585 |
118 | 0.965641181874037 | 0.0687176362519254 | 0.0343588181259627 |
119 | 0.999919702235233 | 0.000160595529533705 | 8.02977647668527e-05 |
120 | 0.999888834738703 | 0.000222330522594794 | 0.000111165261297397 |
121 | 0.999857168796447 | 0.000285662407106423 | 0.000142831203553211 |
122 | 0.999811075463661 | 0.000377849072677697 | 0.000188924536338849 |
123 | 0.999771320148508 | 0.000457359702983852 | 0.000228679851491926 |
124 | 0.999995455968427 | 9.08806314637079e-06 | 4.54403157318539e-06 |
125 | 0.999995390292678 | 9.21941464431467e-06 | 4.60970732215734e-06 |
126 | 0.999993809492331 | 1.23810153380066e-05 | 6.19050766900329e-06 |
127 | 0.999991618771168 | 1.67624576629249e-05 | 8.38122883146244e-06 |
128 | 0.999988081821787 | 2.38363564269194e-05 | 1.19181782134597e-05 |
129 | 0.999983416555553 | 3.316688889446e-05 | 1.658344444723e-05 |
130 | 0.999976421842949 | 4.71563141024732e-05 | 2.35781570512366e-05 |
131 | 0.99996639296045 | 6.72140790992877e-05 | 3.36070395496438e-05 |
132 | 0.999955341110625 | 8.93177787506083e-05 | 4.46588893753041e-05 |
133 | 0.999937016943694 | 0.000125966112612887 | 6.29830563064435e-05 |
134 | 0.999928152161127 | 0.00014369567774523 | 7.1847838872615e-05 |
135 | 0.999940434252608 | 0.000119131494784544 | 5.95657473922721e-05 |
136 | 0.999963663391679 | 7.26732166417014e-05 | 3.63366083208507e-05 |
137 | 0.999948897786437 | 0.000102204427126747 | 5.11022135633733e-05 |
138 | 0.999961540402619 | 7.69191947614632e-05 | 3.84595973807316e-05 |
139 | 0.99997212565133 | 5.57486973408854e-05 | 2.78743486704427e-05 |
140 | 0.999960860087264 | 7.82798254725053e-05 | 3.91399127362526e-05 |
141 | 0.999949035548954 | 0.000101928902092199 | 5.09644510460994e-05 |
142 | 0.99993418923077 | 0.000131621538460647 | 6.58107692303237e-05 |
143 | 0.999910646482593 | 0.000178707034814468 | 8.93535174072341e-05 |
144 | 0.99993690676933 | 0.00012618646133991 | 6.30932306699551e-05 |
145 | 0.99994978812744 | 0.000100423745120074 | 5.02118725600368e-05 |
146 | 0.999929071277848 | 0.00014185744430435 | 7.09287221521748e-05 |
147 | 0.999968231374131 | 6.35372517388694e-05 | 3.17686258694347e-05 |
148 | 0.999993445447379 | 1.31091052428799e-05 | 6.55455262143993e-06 |
149 | 0.99999072753135 | 1.85449373006924e-05 | 9.27246865034619e-06 |
150 | 0.999987331614394 | 2.5336771212455e-05 | 1.26683856062275e-05 |
151 | 0.999988508539322 | 2.2982921355258e-05 | 1.1491460677629e-05 |
152 | 0.999984540345709 | 3.09193085817985e-05 | 1.54596542908992e-05 |
153 | 0.999977645613982 | 4.47087720363838e-05 | 2.23543860181919e-05 |
154 | 0.999983350926129 | 3.32981477429215e-05 | 1.66490738714607e-05 |
155 | 0.999986569446624 | 2.68611067515053e-05 | 1.34305533757527e-05 |
156 | 0.999999552761445 | 8.9447711069186e-07 | 4.4723855534593e-07 |
157 | 0.999999417295811 | 1.16540837778788e-06 | 5.8270418889394e-07 |
158 | 0.999999128695031 | 1.74260993714094e-06 | 8.7130496857047e-07 |
159 | 0.9999987016157 | 2.59676860041815e-06 | 1.29838430020907e-06 |
160 | 0.999998285027521 | 3.42994495793661e-06 | 1.71497247896831e-06 |
161 | 0.999997544537484 | 4.910925031551e-06 | 2.4554625157755e-06 |
162 | 0.999999992441233 | 1.51175329727282e-08 | 7.55876648636411e-09 |
163 | 0.999999988734933 | 2.25301341729563e-08 | 1.12650670864782e-08 |
164 | 0.999999994628889 | 1.0742222374815e-08 | 5.37111118740749e-09 |
165 | 0.999999991035745 | 1.79285102913484e-08 | 8.96425514567419e-09 |
166 | 0.999999993266124 | 1.34677528749826e-08 | 6.73387643749128e-09 |
167 | 0.999999994052993 | 1.18940138737908e-08 | 5.94700693689538e-09 |
168 | 0.999999999567984 | 8.64032507122503e-10 | 4.32016253561251e-10 |
169 | 0.999999999591593 | 8.16813838515918e-10 | 4.08406919257959e-10 |
170 | 0.999999999787573 | 4.24854222551791e-10 | 2.12427111275895e-10 |
171 | 0.999999999733483 | 5.33034728813917e-10 | 2.66517364406958e-10 |
172 | 0.999999999603868 | 7.92264111674238e-10 | 3.96132055837119e-10 |
173 | 0.999999999306157 | 1.38768601804646e-09 | 6.9384300902323e-10 |
174 | 0.999999998788066 | 2.42386887045428e-09 | 1.21193443522714e-09 |
175 | 0.999999999580102 | 8.39796527408857e-10 | 4.19898263704428e-10 |
176 | 0.999999999403863 | 1.19227468522165e-09 | 5.96137342610825e-10 |
177 | 0.999999999989421 | 2.11588651432395e-11 | 1.05794325716198e-11 |
178 | 0.999999999983167 | 3.36654028870629e-11 | 1.68327014435315e-11 |
179 | 0.999999999997342 | 5.31524588487869e-12 | 2.65762294243934e-12 |
180 | 0.999999999996376 | 7.24715684578975e-12 | 3.62357842289487e-12 |
181 | 0.999999999995228 | 9.54302782670438e-12 | 4.77151391335219e-12 |
182 | 0.99999999999573 | 8.54086236877631e-12 | 4.27043118438815e-12 |
183 | 0.999999999992139 | 1.57228885258143e-11 | 7.86144426290713e-12 |
184 | 0.999999999987902 | 2.41958794195625e-11 | 1.20979397097812e-11 |
185 | 0.999999999996595 | 6.80998010799477e-12 | 3.40499005399738e-12 |
186 | 0.999999999994045 | 1.19100502360043e-11 | 5.95502511800216e-12 |
187 | 0.999999999991861 | 1.62784498503267e-11 | 8.13922492516334e-12 |
188 | 0.999999999986069 | 2.78615094631853e-11 | 1.39307547315927e-11 |
189 | 0.999999999982772 | 3.44555371043887e-11 | 1.72277685521943e-11 |
190 | 0.999999999975656 | 4.86882542490654e-11 | 2.43441271245327e-11 |
191 | 0.999999999996879 | 6.24112561929072e-12 | 3.12056280964536e-12 |
192 | 0.999999999993874 | 1.22510749698975e-11 | 6.12553748494876e-12 |
193 | 0.999999999988674 | 2.26525026604843e-11 | 1.13262513302422e-11 |
194 | 0.99999999998142 | 3.71592991588905e-11 | 1.85796495794452e-11 |
195 | 0.99999999996572 | 6.85604726490984e-11 | 3.42802363245492e-11 |
196 | 0.999999999935545 | 1.28910114890729e-10 | 6.44550574453645e-11 |
197 | 0.999999999889529 | 2.20942774602816e-10 | 1.10471387301408e-10 |
198 | 0.999999999993828 | 1.23431652542056e-11 | 6.17158262710282e-12 |
199 | 0.999999999996574 | 6.85166579067325e-12 | 3.42583289533663e-12 |
200 | 0.999999999996786 | 6.4278018304198e-12 | 3.2139009152099e-12 |
201 | 0.999999999993651 | 1.26990503392103e-11 | 6.34952516960516e-12 |
202 | 0.999999999990983 | 1.80340500653829e-11 | 9.01702503269146e-12 |
203 | 0.999999999982036 | 3.59277451930077e-11 | 1.79638725965039e-11 |
204 | 0.999999999967061 | 6.58770139518406e-11 | 3.29385069759203e-11 |
205 | 0.999999999937685 | 1.24630318711988e-10 | 6.23151593559938e-11 |
206 | 0.999999999876526 | 2.46948565952102e-10 | 1.23474282976051e-10 |
207 | 0.999999999779452 | 4.41095190804409e-10 | 2.20547595402204e-10 |
208 | 0.999999999590651 | 8.18697389355302e-10 | 4.09348694677651e-10 |
209 | 0.99999999930549 | 1.38902079406985e-09 | 6.94510397034927e-10 |
210 | 0.999999999595249 | 8.09502512336098e-10 | 4.04751256168049e-10 |
211 | 0.999999999430927 | 1.13814655715748e-09 | 5.69073278578742e-10 |
212 | 0.999999998899792 | 2.2004153678395e-09 | 1.10020768391975e-09 |
213 | 0.999999997883261 | 4.23347747301387e-09 | 2.11673873650694e-09 |
214 | 0.999999996794848 | 6.41030505568443e-09 | 3.20515252784221e-09 |
215 | 0.999999998205848 | 3.58830381696499e-09 | 1.7941519084825e-09 |
216 | 0.99999999816656 | 3.66687968061568e-09 | 1.83343984030784e-09 |
217 | 0.999999996672249 | 6.65550132712145e-09 | 3.32775066356072e-09 |
218 | 0.999999996061759 | 7.87648275465891e-09 | 3.93824137732946e-09 |
219 | 0.999999994655245 | 1.06895099692758e-08 | 5.34475498463789e-09 |
220 | 0.99999999277109 | 1.44578203725179e-08 | 7.22891018625897e-09 |
221 | 0.99999998749279 | 2.50144198503505e-08 | 1.25072099251753e-08 |
222 | 0.999999976580191 | 4.68396182418817e-08 | 2.34198091209408e-08 |
223 | 0.999999967928503 | 6.41429938943447e-08 | 3.20714969471724e-08 |
224 | 0.999999939958832 | 1.20082335952642e-07 | 6.0041167976321e-08 |
225 | 0.999999918713238 | 1.62573523416216e-07 | 8.12867617081078e-08 |
226 | 0.99999990136907 | 1.97261860417916e-07 | 9.86309302089578e-08 |
227 | 0.999999879066754 | 2.4186649270905e-07 | 1.20933246354525e-07 |
228 | 0.99999979493921 | 4.10121580289089e-07 | 2.05060790144545e-07 |
229 | 0.999999671650973 | 6.56698054453928e-07 | 3.28349027226964e-07 |
230 | 0.999999937135453 | 1.25729094304014e-07 | 6.28645471520069e-08 |
231 | 0.999999915140884 | 1.69718232215764e-07 | 8.48591161078821e-08 |
232 | 0.999999845599288 | 3.08801423079317e-07 | 1.54400711539659e-07 |
233 | 0.999999760469253 | 4.79061493793993e-07 | 2.39530746896996e-07 |
234 | 0.999999546112755 | 9.07774489750259e-07 | 4.5388724487513e-07 |
235 | 0.999999383872277 | 1.23225544531508e-06 | 6.16127722657539e-07 |
236 | 0.999998839269222 | 2.32146155685842e-06 | 1.16073077842921e-06 |
237 | 0.999997846296588 | 4.30740682470465e-06 | 2.15370341235232e-06 |
238 | 0.999996971691535 | 6.05661693056774e-06 | 3.02830846528387e-06 |
239 | 0.999995448983175 | 9.10203365056627e-06 | 4.55101682528313e-06 |
240 | 0.999991890409403 | 1.62191811947277e-05 | 8.10959059736386e-06 |
241 | 0.999986800410567 | 2.63991788655595e-05 | 1.31995894327797e-05 |
242 | 0.99997756424374 | 4.48715125193932e-05 | 2.24357562596966e-05 |
243 | 0.999965984992064 | 6.80300158721881e-05 | 3.4015007936094e-05 |
244 | 0.999941783624234 | 0.000116432751532417 | 5.82163757662087e-05 |
245 | 0.999899149269767 | 0.000201701460466274 | 0.000100850730233137 |
246 | 0.999854516375893 | 0.000290967248213382 | 0.000145483624106691 |
247 | 0.999790766214924 | 0.000418467570151313 | 0.000209233785075656 |
248 | 0.999648271264497 | 0.000703457471006793 | 0.000351728735503397 |
249 | 0.999558831052146 | 0.00088233789570713 | 0.000441168947853565 |
250 | 0.999612637021196 | 0.000774725957607966 | 0.000387362978803983 |
251 | 0.999417254294723 | 0.00116549141055338 | 0.00058274570527669 |
252 | 0.999155214981035 | 0.00168957003793019 | 0.000844785018965093 |
253 | 0.998742037465062 | 0.00251592506987587 | 0.00125796253493794 |
254 | 0.997963035061229 | 0.00407392987754134 | 0.00203696493877067 |
255 | 0.997102216617324 | 0.00579556676535298 | 0.00289778338267649 |
256 | 0.996025366097776 | 0.00794926780444745 | 0.00397463390222372 |
257 | 0.993854285829191 | 0.0122914283416184 | 0.00614571417080918 |
258 | 0.990610780720087 | 0.0187784385598257 | 0.00938921927991287 |
259 | 0.986825809133311 | 0.0263483817333773 | 0.0131741908666887 |
260 | 0.981137583331636 | 0.0377248333367283 | 0.0188624166683642 |
261 | 0.975105991200085 | 0.0497880175998299 | 0.0248940087999149 |
262 | 0.967368474324107 | 0.0652630513517851 | 0.0326315256758926 |
263 | 0.960518155741488 | 0.0789636885170237 | 0.0394818442585119 |
264 | 0.945865860889823 | 0.108268278220353 | 0.0541341391101765 |
265 | 0.929736365794427 | 0.140527268411146 | 0.0702636342055729 |
266 | 0.903921865929044 | 0.192156268141912 | 0.0960781340709558 |
267 | 0.878805468944923 | 0.242389062110154 | 0.121194531055077 |
268 | 0.836804792792932 | 0.326390414414136 | 0.163195207207068 |
269 | 0.801658459412456 | 0.396683081175088 | 0.198341540587544 |
270 | 0.79761675873766 | 0.404766482524679 | 0.20238324126234 |
271 | 0.735498141809583 | 0.529003716380834 | 0.264501858190417 |
272 | 0.662993129822602 | 0.674013740354797 | 0.337006870177398 |
273 | 0.619751095752163 | 0.760497808495674 | 0.380248904247837 |
274 | 0.533834842687681 | 0.932330314624638 | 0.466165157312319 |
275 | 0.448026466764858 | 0.896052933529716 | 0.551973533235142 |
276 | 0.372072590110887 | 0.744145180221774 | 0.627927409889113 |
277 | 0.314295968804443 | 0.628591937608887 | 0.685704031195557 |
278 | 0.268199803790775 | 0.53639960758155 | 0.731800196209225 |
279 | 0.227740366350196 | 0.455480732700391 | 0.772259633649804 |
280 | 0.150804117938092 | 0.301608235876185 | 0.849195882061908 |
281 | 0.102920404790606 | 0.205840809581213 | 0.897079595209394 |
282 | 0.819873756636207 | 0.360252486727586 | 0.180126243363793 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 138 | 0.5 | NOK |
5% type I error level | 154 | 0.557971014492754 | NOK |
10% type I error level | 166 | 0.601449275362319 | NOK |