Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 9.58964637151776 + 1.04580934007148Y1[t] -0.0719625816414837Y2[t] -26.1109600817039M1[t] -41.0618474924478M2[t] -22.5257196733794M3[t] + 68.850375119617M4[t] -31.4842555305213M5[t] -33.610105974548M6[t] -19.8116313220874M7[t] -19.6330828306989M8[t] + 17.3278641633569M9[t] -4.42597633795568M10[t] + 68.8787515530213M11[t] + 0.0283166849034852t + 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) | 9.58964637151776 | 6.659039 | 1.4401 | 0.150722 | 0.075361 |
Y1 | 1.04580934007148 | 0.052769 | 19.8185 | 0 | 0 |
Y2 | -0.0719625816414837 | 0.052769 | -1.3637 | 0.173514 | 0.086757 |
M1 | -26.1109600817039 | 6.917593 | -3.7746 | 0.000188 | 9.4e-05 |
M2 | -41.0618474924478 | 7.875401 | -5.2139 | 0 | 0 |
M3 | -22.5257196733794 | 8.454619 | -2.6643 | 0.008067 | 0.004033 |
M4 | 68.850375119617 | 7.814894 | 8.8101 | 0 | 0 |
M5 | -31.4842555305213 | 6.018376 | -5.2314 | 0 | 0 |
M6 | -33.610105974548 | 7.88608 | -4.262 | 2.6e-05 | 1.3e-05 |
M7 | -19.8116313220874 | 8.173684 | -2.4238 | 0.015857 | 0.007928 |
M8 | -19.6330828306989 | 7.703787 | -2.5485 | 0.011239 | 0.00562 |
M9 | 17.3278641633569 | 7.662672 | 2.2613 | 0.024343 | 0.012172 |
M10 | -4.42597633795568 | 6.635942 | -0.667 | 0.505224 | 0.252612 |
M11 | 68.8787515530213 | 7.161462 | 9.618 | 0 | 0 |
t | 0.0283166849034852 | 0.016503 | 1.7159 | 0.087062 | 0.043531 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.98890473317585 |
R-squared | 0.9779325712976 |
Adjusted R-squared | 0.977062306503702 |
F-TEST (value) | 1123.71841094241 |
F-TEST (DF numerator) | 14 |
F-TEST (DF denominator) | 355 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 23.4963888187043 |
Sum Squared Residuals | 195988.502069505 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 264.6 | 260.147281788868 | 4.45271821113211 |
2 | 240.7 | 225.105686965025 | 15.5943130349745 |
3 | 201.4 | 219.833885805717 | -18.4338858057166 |
4 | 240.8 | 271.857895920039 | -31.0578959200389 |
5 | 241.1 | 215.584599412131 | 25.5154005878694 |
6 | 223.8 | 210.965482738354 | 12.8345172616456 |
7 | 206.1 | 206.678183717989 | -0.578183717989501 |
8 | 174.7 | 189.619176237414 | -14.919176237414 |
9 | 203.3 | 195.043764333183 | 8.2562356668168 |
10 | 220.5 | 205.488012706361 | 15.0119872936391 |
11 | 299.5 | 294.750848096524 | 4.74915190347554 |
12 | 347.4 | 307.28159468982 | 40.1184053101802 |
13 | 338.3 | 325.608174732766 | 12.6918252672342 |
14 | 327.7 | 297.721731351648 | 29.978268648352 |
15 | 351.6 | 305.8554563438 | 45.7445436562004 |
16 | 396.6 | 423.017514414808 | -26.4175144148076 |
17 | 438.8 | 368.052715051558 | 70.7472849484422 |
18 | 395.6 | 406.850019269584 | -11.2500192695842 |
19 | 363.5 | 372.46102617059 | -8.96102617058989 |
20 | 378.8 | 342.2061950575 | 36.5938049425005 |
21 | 357 | 397.506340510244 | -40.506340510244 |
22 | 369 | 351.881145581162 | 17.118854418838 |
23 | 464.8 | 439.332686517685 | 25.4673134823154 |
24 | 479.1 | 469.807235448716 | 9.29276455128356 |
25 | 431.3 | 451.785650293684 | -20.485650293684 |
26 | 366.5 | 385.844328194954 | -19.3443281949537 |
27 | 326.3 | 340.080138864757 | -13.7801388647568 |
28 | 355.1 | 394.106190162151 | -39.0061901621514 |
29 | 331.6 | 326.812080972963 | 4.78791902703717 |
30 | 261.3 | 298.065505370885 | -36.7655053708852 |
31 | 249 | 240.063020769799 | 8.93697923020068 |
32 | 205.5 | 232.465400552608 | -26.9654005526084 |
33 | 235.6 | 224.847097692649 | 10.7529023073513 |
34 | 240.9 | 237.730807313796 | 3.16919268620445 |
35 | 264.9 | 314.440567684646 | -49.5405676846463 |
36 | 253.8 | 270.308155295544 | -16.508155295544 |
37 | 232.3 | 230.889926264555 | 1.41007373544549 |
38 | 193.8 | 194.281239383398 | -0.481239383397823 |
39 | 177 | 174.12921979991 | 2.87078020009025 |
40 | 213.2 | 250.734593757806 | -37.5345937578059 |
41 | 207.2 | 189.495549274735 | 17.7044507252645 |
42 | 180.6 | 178.518114019762 | 2.08188598023824 |
43 | 188.6 | 164.958152401074 | 23.6418475989265 |
44 | 175.4 | 175.445696969601 | -0.0456969696007394 |
45 | 199 | 198.054576706485 | 0.945423293515333 |
46 | 179.6 | 201.96005939343 | -22.36005939343 |
47 | 225.8 | 253.306085845185 | -27.5060858451848 |
48 | 234 | 234.168116572214 | -0.168116572213999 |
49 | 200.2 | 213.336438492163 | -13.1364384921631 |
50 | 183.6 | 162.475418902447 | 21.1245810975534 |
51 | 178.2 | 166.111763620714 | 12.0882363792859 |
52 | 203.2 | 253.063383517477 | -49.8633835174766 |
53 | 208.5 | 179.290900994893 | 29.2090990051072 |
54 | 191.8 | 180.937092197111 | 10.8629078028887 |
55 | 172.8 | 176.917465872582 | -4.11746587258193 |
56 | 148 | 158.455728700929 | -10.4557287009286 |
57 | 159.4 | 170.876209797303 | -11.4762097973034 |
58 | 154.5 | 162.857584482418 | -8.35758448241795 |
59 | 213.2 | 230.245789861235 | -17.0457898612354 |
60 | 196.4 | 223.136979905356 | -26.7369799053564 |
61 | 182.8 | 175.260536053 | 7.53946394699994 |
62 | 176.4 | 147.323929673765 | 29.0760703262355 |
63 | 153.6 | 160.173885511603 | -6.57388551160315 |
64 | 173.2 | 228.194404558379 | -54.9944045583788 |
65 | 171 | 150.026700519971 | 20.9732994800292 |
66 | 151.2 | 144.217919612517 | 6.98208038748275 |
67 | 161.9 | 137.496003696077 | 24.4039963039226 |
68 | 157.2 | 150.317887927636 | 6.88211207236441 |
69 | 201.7 | 181.621848084695 | 20.078151915305 |
70 | 236.4 | 206.773064035182 | 29.6269359648184 |
71 | 356.1 | 313.193357828496 | 42.9066421715036 |
72 | 398.3 | 367.029199383975 | 31.2708006160251 |
73 | 403.7 | 376.465789115705 | 27.2342108842948 |
74 | 384.6 | 364.15376788098 | 20.4462321190199 |
75 | 365.8 | 362.354656048723 | 3.44534395127718 |
76 | 368.1 | 435.472337242631 | -67.3723372426312 |
77 | 367.9 | 338.924281294421 | 28.9757187055792 |
78 | 347 | 336.452071729508 | 10.5479282704922 |
79 | 343.3 | 328.435840375706 | 14.8641596242936 |
80 | 292.9 | 326.277228950041 | -33.377228950041 |
81 | 311.5 | 310.823963441471 | 0.676036558528796 |
82 | 300.9 | 312.177407465122 | -11.2774074651224 |
83 | 366.9 | 373.086369017714 | -6.1863690177136 |
84 | 356.9 | 374.022153959713 | -17.122153959713 |
85 | 329.7 | 332.73188677386 | -3.03188677385978 |
86 | 316.2 | 290.08292781449 | 26.1170721855099 |
87 | 269 | 296.486328448145 | -27.4863284481454 |
88 | 289.3 | 339.500033926832 | -50.2000339268315 |
89 | 266.2 | 263.820283418526 | 2.37971658147422 |
90 | 253.6 | 236.103713496429 | 17.4962865035707 |
91 | 233.8 | 238.415642784811 | -4.61564278481106 |
92 | 228.4 | 218.822211556371 | 9.5777884436295 |
93 | 253.6 | 251.588963915445 | 2.01103608455478 |
94 | 260.1 | 256.606433409701 | 3.49356659029871 |
95 | 306.6 | 334.923781638681 | -28.323781638681 |
96 | 309.2 | 314.235724303217 | -5.03572430321728 |
97 | 309.5 | 287.525925144274 | 21.9740748557264 |
98 | 271 | 272.729994508187 | -1.72999450818682 |
99 | 279.9 | 251.009190644914 | 28.8908093550856 |
100 | 317.9 | 354.491864642647 | -36.5918646426475 |
101 | 298.4 | 293.28583862352 | 5.11416137648034 |
102 | 246.7 | 268.060444630626 | -21.3604446306262 |
103 | 227.3 | 229.222163428304 | -1.9221634283039 |
104 | 209.1 | 212.860792878074 | -3.76079287807397 |
105 | 259.9 | 232.212400651577 | 27.6875993484228 |
106 | 266 | 264.923710296674 | 1.07628970332592 |
107 | 320.6 | 340.980492699603 | -20.3804926996032 |
108 | 308.5 | 328.792276051375 | -20.292276051375 |
109 | 282.2 | 286.126182682085 | -3.92618268208466 |
110 | 262.7 | 244.569573550226 | 18.1304264497737 |
111 | 263.5 | 244.633351819975 | 18.8666481800246 |
112 | 313.1 | 338.277681111941 | -25.1776811119414 |
113 | 284.3 | 289.785940348939 | -5.48594034893874 |
114 | 252.6 | 253.999753546339 | -1.39975354633939 |
115 | 250.3 | 236.746911154712 | 13.5530888452876 |
116 | 246.5 | 236.829628686875 | 9.67037131312497 |
117 | 312.7 | 270.010330811338 | 42.6896691886619 |
118 | 333.2 | 317.790843117898 | 15.4091568821016 |
119 | 446.4 | 407.799056260578 | 38.600943739422 |
120 | 511.6 | 455.859005764901 | 55.7409942350991 |
121 | 515.5 | 489.816967098945 | 25.6830329010551 |
122 | 506.4 | 474.281092476358 | 32.1189075236415 |
123 | 483.2 | 483.048017917278 | 0.151982082721847 |
124 | 522.3 | 550.844512198457 | -28.5445121984572 |
125 | 509.8 | 493.0988753241 | 16.7011246759004 |
126 | 460.7 | 475.114987871901 | -14.414987871901 |
127 | 405.8 | 438.492072882274 | -32.6920728822741 |
128 | 375 | 384.817368047239 | -9.81736804723884 |
129 | 378.5 | 393.546449784114 | -15.0464497841141 |
130 | 406.8 | 377.697706172513 | 29.1022938274872 |
131 | 467.8 | 480.375286036671 | -12.5752860366709 |
132 | 469.8 | 473.282679852459 | -3.48267985245919 |
133 | 429.8 | 444.901937655671 | -15.1019376556712 |
134 | 355.8 | 388.003068163689 | -32.2030681636887 |
135 | 332.7 | 332.056124768031 | 0.64387523196934 |
136 | 378 | 404.627571531749 | -26.6275715317491 |
137 | 360.5 | 353.358756307671 | 7.14124369232943 |
138 | 334.7 | 329.699654148937 | 5.00034585106267 |
139 | 319.5 | 317.803909691183 | 1.69609030881672 |
140 | 323.1 | 303.971107504739 | 19.1288924952609 |
141 | 363.6 | 345.819116048906 | 17.7808839510937 |
142 | 352.1 | 366.189805211483 | -14.0898052114826 |
143 | 411.9 | 424.581557820061 | -12.6815578200611 |
144 | 388.6 | 419.098091177095 | -30.4980911770946 |
145 | 416.4 | 364.344727774468 | 52.055272225532 |
146 | 360.7 | 380.172384854861 | -19.4723848548612 |
147 | 338 | 338.484689347219 | -0.484689347218579 |
148 | 417.2 | 410.157544602927 | 7.04245539707345 |
149 | 388.4 | 394.312880974614 | -5.91288097461446 |
150 | 371.1 | 356.396601755427 | 14.7033982445729 |
151 | 331.5 | 354.20341386083 | -22.7034138608295 |
152 | 353.7 | 314.241181832689 | 39.4588181673113 |
153 | 396.7 | 377.297131094237 | 19.4028689057625 |
154 | 447 | 398.943839588461 | 48.0561604115391 |
155 | 533.5 | 521.786702959353 | 11.713297040647 |
156 | 565.4 | 539.779058150851 | 25.6209418491487 |
157 | 542.3 | 540.832969390343 | 1.46703060965743 |
158 | 488.7 | 499.456596554488 | -10.7565965544877 |
159 | 467.1 | 463.627996066547 | 3.47200393345332 |
160 | 531.3 | 536.300120174886 | -5.00012017488623 |
161 | 496.1 | 504.689157605696 | -8.5891576056962 |
162 | 444 | 461.159137334674 | -17.1591373346739 |
163 | 403.4 | 423.032344928094 | -19.6323449280942 |
164 | 386.3 | 384.528601401006 | 1.7713985989945 |
165 | 394.1 | 406.556206179387 | -12.4562061793868 |
166 | 404.1 | 394.218555361605 | 9.88144463839545 |
167 | 462.1 | 477.448385201396 | -15.3483852013963 |
168 | 448.1 | 468.535266241009 | -20.4352662410092 |
169 | 432.3 | 423.637462348002 | 8.66253765199795 |
170 | 386.3 | 393.198580192013 | -6.89858019201308 |
171 | 395.2 | 364.792803842632 | 30.4071961573675 |
172 | 421.9 | 468.815197202677 | -46.9151972026767 |
173 | 382.9 | 395.791525640741 | -12.8915256407412 |
174 | 384.2 | 350.986026689003 | 33.2139733109972 |
175 | 345.5 | 368.978910852478 | -23.4789108524776 |
176 | 323.4 | 328.61940321187 | -5.21940321186956 |
177 | 372.6 | 345.281232384775 | 27.3187676152254 |
178 | 376 | 376.599901154159 | -0.599901154158967 |
179 | 462.7 | 449.948138469521 | 12.7518615304785 |
180 | 487 | 471.52470060802 | 15.4752993919804 |
181 | 444.2 | 464.616068346639 | -20.4160683466395 |
182 | 399.3 | 403.184167131852 | -3.88416713185174 |
183 | 394.9 | 377.87177076087 | 17.0282292391301 |
184 | 455.4 | 467.905741058158 | -12.5057410581578 |
185 | 414 | 431.18752752647 | -17.1875275264699 |
186 | 375.5 | 381.439750899078 | -5.93975089907781 |
187 | 347 | 357.982133523647 | -10.9821335236475 |
188 | 339.4 | 331.153991901099 | 8.2460080989005 |
189 | 385.8 | 362.246038172298 | 23.5539618277022 |
190 | 378.8 | 389.592983355681 | -10.7929833556805 |
191 | 451.8 | 452.266298762896 | -0.46629876289586 |
192 | 446.1 | 460.263683791486 | -14.1636837914862 |
193 | 422.5 | 422.96665869645 | -0.46665869645004 |
194 | 383.1 | 383.773174260279 | -0.673174260279187 |
195 | 352.8 | 362.831047692174 | -10.0310476921739 |
196 | 445.3 | 425.382761882582 | 19.9172381174175 |
197 | 367.5 | 423.994278097696 | -56.4942780976963 |
198 | 355.1 | 333.876238879175 | 21.2237611208251 |
199 | 326.2 | 340.33368325136 | -14.1336832513602 |
200 | 319.8 | 311.208994511941 | 8.59100548805917 |
201 | 331.8 | 343.584797023882 | -11.7847970238816 |
202 | 340.9 | 334.869545810836 | 6.03045418916432 |
203 | 394.1 | 416.855904401669 | -22.7559044016688 |
204 | 417.2 | 402.987666932416 | 14.2123330675839 |
205 | 369.9 | 397.23480994794 | -27.3348099479398 |
206 | 349.2 | 331.1831218008 | 18.0168781991998 |
207 | 321.4 | 331.503143076935 | -10.1031430769347 |
208 | 405.7 | 395.323680340826 | 10.3763196591738 |
209 | 342.9 | 385.17965351325 | -42.2796535132502 |
210 | 316.5 | 311.338847565261 | 5.16115243473887 |
211 | 284.2 | 302.075522451823 | -17.8755224518235 |
212 | 270.9 | 270.402558099142 | 0.497441900858092 |
213 | 288.8 | 295.80694894217 | -7.00694894217043 |
214 | 278.8 | 293.758514648873 | -14.9585146488725 |
215 | 324.4 | 355.345335612656 | -30.9453356126557 |
216 | 310.9 | 334.903432468212 | -24.003432468212 |
217 | 299 | 291.420869257595 | 7.57913074240506 |
218 | 273 | 265.024662237064 | 7.97533776293598 |
219 | 279.3 | 257.254418620711 | 22.0455813792889 |
220 | 359.2 | 357.11845606374 | 2.08154393626008 |
221 | 305 | 339.918944105875 | -34.9189441058748 |
222 | 282.1 | 275.388733841723 | 6.71126615827703 |
223 | 250.3 | 269.166863216419 | -18.8668632164187 |
224 | 246.5 | 237.764934498028 | 8.73506550197234 |
225 | 257.9 | 273.068532780914 | -15.1685327809145 |
226 | 266.5 | 263.538693251558 | 2.96130674844215 |
227 | 315.9 | 345.04532472134 | -29.1453247213402 |
228 | 318.4 | 327.238993050637 | -8.83899305063654 |
229 | 295.4 | 300.215921470925 | -4.81592147092548 |
230 | 266.4 | 261.059829469337 | 5.34017053066261 |
231 | 245.8 | 250.950942488991 | -5.15094248899053 |
232 | 362.8 | 322.898596429021 | 39.901403570979 |
233 | 324.9 | 346.434404433964 | -21.5344044339637 |
234 | 294.2 | 296.281074634078 | -2.08107463407784 |
235 | 289.5 | 280.72890107546 | 8.77109892454014 |
236 | 295.2 | 278.229713609809 | 16.9702863901905 |
237 | 290.3 | 321.518314660891 | -31.2183146608911 |
238 | 272 | 294.258138362775 | -22.2581383627753 |
239 | 307.4 | 348.805488665391 | -41.4054886653911 |
240 | 328.7 | 318.293619679843 | 10.4063803201574 |
241 | 292.9 | 311.939239836456 | -19.0392398364562 |
242 | 249.1 | 258.043891747093 | -8.9438917470932 |
243 | 230.4 | 233.3781475787 | -2.97814757869951 |
244 | 361.5 | 308.37788547316 | 53.1221145268402 |
245 | 321.7 | 346.522876267991 | -24.8228762679914 |
246 | 277.2 | 293.367836320825 | -16.1678363208249 |
247 | 260.7 | 263.520222774339 | -2.82022277433933 |
248 | 251 | 249.673568722498 | 1.32643127750206 |
249 | 257.6 | 277.705864399848 | -20.1058643998484 |
250 | 241.8 | 263.580719269833 | -21.7807192698334 |
251 | 287.5 | 319.915023233751 | -32.4150232337508 |
252 | 292.3 | 299.995083996835 | -7.69508399683487 |
253 | 274.7 | 275.643635451362 | -0.943635451361715 |
254 | 254.2 | 241.969399948384 | 12.2306000516158 |
255 | 230 | 240.361294417781 | -10.3612944177809 |
256 | 339 | 307.932352789601 | 31.0676472103986 |
257 | 318.2 | 323.360751367882 | -5.16075136788159 |
258 | 287 | 291.66646193635 | -4.66646193634991 |
259 | 295.8 | 274.360823561627 | 21.4391764383732 |
260 | 284 | 286.016043477762 | -2.01604347776211 |
261 | 271 | 310.031486225433 | -39.0314862254329 |
262 | 262.7 | 275.559599451464 | -12.8595994514641 |
263 | 340.6 | 341.147940066091 | -0.54794006609057 |
264 | 379.4 | 354.363342217165 | 25.0366577828348 |
265 | 373.3 | 363.252216105266 | 10.0477838947336 |
266 | 355.2 | 339.1580602373 | 16.0419397626995 |
267 | 338.4 | 339.232327433992 | -0.832327433991652 |
268 | 466.9 | 414.369664726401 | 52.5303352735985 |
269 | 451 | 449.658822331928 | 1.34117766807152 |
270 | 422 | 421.685728324738 | 0.314271675261819 |
271 | 429.2 | 406.328253848129 | 22.871746151871 |
272 | 425.9 | 416.151861140539 | 9.7481388594613 |
273 | 460.7 | 449.171823409443 | 11.5281765905566 |
274 | 463.6 | 464.077941146939 | -0.477941146938563 |
275 | 541.4 | 537.939534967903 | 3.46046503209719 |
276 | 544.2 | 550.244375270585 | -6.04437527058543 |
277 | 517.5 | 521.491309174278 | -3.99130917427778 |
278 | 469.4 | 478.444133839933 | -9.04413383993277 |
279 | 439.4 | 448.626550016294 | -9.22655001629422 |
280 | 549 | 512.118081469005 | 36.8819185309949 |
281 | 533 | 528.591348624849 | 4.40865137515126 |
282 | 506.1 | 501.873766476675 | 4.22623352332471 |
283 | 484 | 488.71968787238 | -4.71968787238047 |
284 | 457 | 467.749960079249 | -10.7499600792487 |
285 | 481.5 | 478.092744630555 | 3.40725536944512 |
286 | 469.5 | 483.932539350217 | -14.432539350217 |
287 | 544.7 | 542.952788595023 | 1.7472114049766 |
288 | 541.2 | 553.610767079978 | -12.4107670799785 |
289 | 521.5 | 518.456204853488 | 3.04379514651172 |
290 | 469.7 | 483.183059163985 | -13.4830591639849 |
291 | 434.4 | 448.992242710592 | -14.5922427105916 |
292 | 542.6 | 507.207246212997 | 35.3927537870029 |
293 | 517.3 | 522.597781975441 | -5.2977819754406 |
294 | 485.7 | 486.2549205789 | -0.554920578900396 |
295 | 465.8 | 468.854790085535 | -3.05479008553541 |
296 | 447 | 450.524066974276 | -3.52406697427591 |
297 | 426.6 | 469.284170434557 | -42.6841704345569 |
298 | 411.6 | 427.57703261555 | -15.9770326155496 |
299 | 467.5 | 486.690973755844 | -19.1909737558442 |
300 | 484.5 | 477.380719722344 | 7.11928027765585 |
301 | 451.2 | 465.054126793 | -13.8541267929999 |
302 | 417.4 | 414.082741154874 | 3.31725884512595 |
303 | 379.9 | 399.695183933091 | -19.7951839330914 |
304 | 484.7 | 454.314080417793 | 30.385919582207 |
305 | 455 | 466.307182103605 | -11.3071821036047 |
306 | 420.8 | 425.607432388331 | -4.80743238833114 |
307 | 416.5 | 405.804832970003 | 10.6951670299972 |
308 | 376.3 | 403.975838276126 | -27.6758382761262 |
309 | 405.6 | 399.23300558527 | 6.36699441472955 |
310 | 405.8 | 411.042591214943 | -5.24259121494327 |
311 | 500.8 | 482.476294016743 | 18.3237059832574 |
312 | 514 | 512.963353939087 | 1.0366460609132 |
313 | 475.5 | 493.848948575289 | -18.3489485752889 |
314 | 430.1 | 437.712812179029 | -7.61281217902897 |
315 | 414.4 | 411.568072036953 | 2.831927963047 |
316 | 538 | 489.820378082254 | 48.1796219177461 |
317 | 526 | 519.905911081625 | 6.09408891837494 |
318 | 488.5 | 496.364090150757 | -7.86409015075675 |
319 | 520.2 | 471.836582215138 | 48.3634177848618 |
320 | 504.4 | 507.894200283252 | -3.49420028325182 |
321 | 568.5 | 526.078462551047 | 42.4215374489534 |
322 | 610.6 | 572.526326223155 | 38.0736737768454 |
323 | 818 | 685.275142532825 | 132.724857467175 |
324 | 830.9 | 830.295940108425 | 0.604059891574666 |
325 | 835.9 | 802.779197766103 | 33.1208022338968 |
326 | 782 | 792.157356437445 | -10.1573564374451 |
327 | 762.3 | 753.992864603357 | 8.30713539664306 |
328 | 856.9 | 828.673615232325 | 28.2263847676754 |
329 | 820.9 | 828.718527696189 | -7.81852769618884 |
330 | 769.6 | 782.164197471208 | -12.5641974712081 |
331 | 752.2 | 744.931622601999 | 7.26837739800121 |
332 | 724.4 | 730.633085699255 | -6.2330856992553 |
333 | 723.1 | 739.800998644789 | -16.7009986447893 |
334 | 719.5 | 718.71648245592 | 0.783517544079507 |
335 | 817.4 | 788.378164763678 | 29.0218352363224 |
336 | 803.3 | 822.171529582467 | -18.8715295824667 |
337 | 752.5 | 774.297837747957 | -21.7978377479571 |
338 | 689 | 707.26282494763 | -18.2628249476306 |
339 | 630.4 | 663.074075504451 | -32.6740755044511 |
340 | 765.5 | 697.763683588397 | 67.7363164116034 |
341 | 757.7 | 742.96321875101 | 14.7367812489907 |
342 | 732.2 | 722.986227359564 | 9.21377264043583 |
343 | 702.6 | 710.706188661909 | -8.10618866190921 |
344 | 683.3 | 681.792143203943 | 1.50785679605665 |
345 | 709.5 | 700.727379036111 | 8.77262096388909 |
346 | 702.2 | 707.790937755255 | -5.59093775525515 |
347 | 784.8 | 771.604154509607 | 13.1958454903929 |
348 | 810.9 | 789.662897977376 | 21.237102022624 |
349 | 755.6 | 784.931769112855 | -29.3317691128545 |
350 | 656.8 | 710.297718500219 | -53.4977185002188 |
351 | 615.1 | 629.515730969903 | -14.4157309699026 |
352 | 745.3 | 684.419796033001 | 60.8802039669994 |
353 | 694.1 | 723.278697799522 | -29.178697799522 |
354 | 675.7 | 658.266197699018 | 17.433802300982 |
355 | 643.7 | 656.534581359111 | -12.8345813591109 |
356 | 622.1 | 624.599659155319 | -2.4996591553189 |
357 | 634.6 | 641.302243701262 | -6.70224370126176 |
358 | 588 | 634.203728399202 | -46.2037283992021 |
359 | 689.7 | 657.902525457233 | 31.7974745427667 |
360 | 673.9 | 698.764356778878 | -24.8643567788779 |
361 | 647.9 | 648.839331256009 | -0.93933125600908 |
362 | 568.8 | 607.862726478246 | -39.0627264782458 |
363 | 545.7 | 545.574679305242 | 0.125320694757771 |
364 | 632.6 | 618.513135235332 | 14.0868647646676 |
365 | 643.8 | 610.749988558227 | 33.0500114417726 |
366 | 593.1 | 614.11197106326 | -21.0119710632596 |
367 | 579.7 | 574.110247944615 | 5.58975205538473 |
368 | 546 | 563.951770853173 | -17.9517708531728 |
369 | 562.9 | 566.661558365719 | -3.76155836571913 |
370 | 572.5 | 565.035351397836 | 7.46464860216408 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
18 | 0.651112797883993 | 0.697774404232014 | 0.348887202116007 |
19 | 0.577072048288474 | 0.845855903423052 | 0.422927951711526 |
20 | 0.596153263536892 | 0.807693472926216 | 0.403846736463108 |
21 | 0.610521372738965 | 0.77895725452207 | 0.389478627261035 |
22 | 0.555251261637738 | 0.889497476724525 | 0.444748738362262 |
23 | 0.456629760557894 | 0.913259521115787 | 0.543370239442106 |
24 | 0.44701194733509 | 0.89402389467018 | 0.55298805266491 |
25 | 0.700038967058027 | 0.599922065883946 | 0.299961032941973 |
26 | 0.83136945249675 | 0.337261095006499 | 0.16863054750325 |
27 | 0.811540779117253 | 0.376918441765493 | 0.188459220882747 |
28 | 0.761092189075127 | 0.477815621849746 | 0.238907810924873 |
29 | 0.758948122627411 | 0.482103754745177 | 0.241051877372589 |
30 | 0.714129298579614 | 0.571741402840771 | 0.285870701420386 |
31 | 0.740126483543806 | 0.519747032912388 | 0.259873516456194 |
32 | 0.708256524298853 | 0.583486951402294 | 0.291743475701147 |
33 | 0.765144650042323 | 0.469710699915355 | 0.234855349957677 |
34 | 0.71101007807126 | 0.577979843857479 | 0.28898992192874 |
35 | 0.797794091388872 | 0.404411817222255 | 0.202205908611128 |
36 | 0.769737169442672 | 0.460525661114655 | 0.230262830557328 |
37 | 0.771538560353949 | 0.456922879292103 | 0.228461439646051 |
38 | 0.73446377484588 | 0.531072450308239 | 0.26553622515412 |
39 | 0.702425927208923 | 0.595148145582153 | 0.297574072791077 |
40 | 0.669908693103438 | 0.660182613793125 | 0.330091306896562 |
41 | 0.61983910414872 | 0.76032179170256 | 0.38016089585128 |
42 | 0.616932563169152 | 0.766134873661696 | 0.383067436830848 |
43 | 0.634751510017137 | 0.730496979965727 | 0.365248489982863 |
44 | 0.583904987674289 | 0.832190024651422 | 0.416095012325711 |
45 | 0.54320774014604 | 0.91358451970792 | 0.45679225985396 |
46 | 0.54547239772008 | 0.90905520455984 | 0.45452760227992 |
47 | 0.505387670393285 | 0.989224659213429 | 0.494612329606715 |
48 | 0.452840368180794 | 0.905680736361587 | 0.547159631819206 |
49 | 0.403135072821854 | 0.806270145643707 | 0.596864927178146 |
50 | 0.402528421926867 | 0.805056843853734 | 0.597471578073133 |
51 | 0.368095616187251 | 0.736191232374502 | 0.631904383812749 |
52 | 0.355358446523524 | 0.710716893047048 | 0.644641553476476 |
53 | 0.32643186262625 | 0.6528637252525 | 0.67356813737375 |
54 | 0.324876569741048 | 0.649753139482097 | 0.675123430258952 |
55 | 0.284324029737679 | 0.568648059475357 | 0.715675970262321 |
56 | 0.245533354556348 | 0.491066709112695 | 0.754466645443652 |
57 | 0.210280917748452 | 0.420561835496903 | 0.789719082251549 |
58 | 0.178616501330807 | 0.357233002661614 | 0.821383498669193 |
59 | 0.15166629519606 | 0.303332590392119 | 0.84833370480394 |
60 | 0.159385028611641 | 0.318770057223282 | 0.84061497138836 |
61 | 0.155622844926483 | 0.311245689852965 | 0.844377155073517 |
62 | 0.16248945595113 | 0.324978911902259 | 0.83751054404887 |
63 | 0.138420611521442 | 0.276841223042884 | 0.861579388478558 |
64 | 0.141577313892239 | 0.283154627784478 | 0.858422686107761 |
65 | 0.122402089843836 | 0.244804179687672 | 0.877597910156164 |
66 | 0.113186166326014 | 0.226372332652027 | 0.886813833673986 |
67 | 0.116457269936254 | 0.232914539872508 | 0.883542730063746 |
68 | 0.101181063263274 | 0.202362126526548 | 0.898818936736726 |
69 | 0.110894863496316 | 0.221789726992632 | 0.889105136503684 |
70 | 0.12099240170515 | 0.2419848034103 | 0.87900759829485 |
71 | 0.213716139873182 | 0.427432279746363 | 0.786283860126818 |
72 | 0.20439055004898 | 0.408781100097959 | 0.79560944995102 |
73 | 0.202084013151903 | 0.404168026303805 | 0.797915986848097 |
74 | 0.179314243510385 | 0.35862848702077 | 0.820685756489615 |
75 | 0.153992464102376 | 0.307984928204751 | 0.846007535897624 |
76 | 0.205999728132902 | 0.411999456265804 | 0.794000271867098 |
77 | 0.197980500076451 | 0.395961000152903 | 0.802019499923549 |
78 | 0.181038016048803 | 0.362076032097605 | 0.818961983951197 |
79 | 0.159162527719445 | 0.31832505543889 | 0.840837472280555 |
80 | 0.186432601606797 | 0.372865203213594 | 0.813567398393203 |
81 | 0.168353979968338 | 0.336707959936676 | 0.831646020031662 |
82 | 0.153488099187488 | 0.306976198374975 | 0.846511900812512 |
83 | 0.132141823106921 | 0.264283646213841 | 0.86785817689308 |
84 | 0.126156652283599 | 0.252313304567198 | 0.8738433477164 |
85 | 0.107619949679255 | 0.215239899358509 | 0.892380050320745 |
86 | 0.104175407849771 | 0.208350815699543 | 0.895824592150229 |
87 | 0.121383079378297 | 0.242766158756594 | 0.878616920621703 |
88 | 0.133735186779398 | 0.267470373558795 | 0.866264813220602 |
89 | 0.129310692561519 | 0.258621385123038 | 0.870689307438481 |
90 | 0.135423984601955 | 0.27084796920391 | 0.864576015398045 |
91 | 0.122675745983021 | 0.245351491966041 | 0.87732425401698 |
92 | 0.116754313802913 | 0.233508627605827 | 0.883245686197087 |
93 | 0.0994709588307268 | 0.198941917661454 | 0.900529041169273 |
94 | 0.08426263160842 | 0.16852526321684 | 0.91573736839158 |
95 | 0.086999708029831 | 0.173999416059662 | 0.913000291970169 |
96 | 0.0732786989925476 | 0.146557397985095 | 0.926721301007452 |
97 | 0.076845881659512 | 0.153691763319024 | 0.923154118340488 |
98 | 0.0717268570102484 | 0.143453714020497 | 0.928273142989751 |
99 | 0.0893380927454044 | 0.178676185490809 | 0.910661907254596 |
100 | 0.094754836967179 | 0.189509673934358 | 0.905245163032821 |
101 | 0.0912131686104162 | 0.182426337220832 | 0.908786831389584 |
102 | 0.08616696887717 | 0.17233393775434 | 0.91383303112283 |
103 | 0.0729172859739095 | 0.145834571947819 | 0.92708271402609 |
104 | 0.0617697486657155 | 0.123539497331431 | 0.938230251334285 |
105 | 0.071936806643475 | 0.14387361328695 | 0.928063193356525 |
106 | 0.0613075902496265 | 0.122615180499253 | 0.938692409750373 |
107 | 0.0558954577317053 | 0.111790915463411 | 0.944104542268295 |
108 | 0.0524551544078373 | 0.104910308815675 | 0.947544845592163 |
109 | 0.0436647574884619 | 0.0873295149769239 | 0.956335242511538 |
110 | 0.0392827698265649 | 0.0785655396531299 | 0.960717230173435 |
111 | 0.0368194537618689 | 0.0736389075237378 | 0.963180546238131 |
112 | 0.0404362111543973 | 0.0808724223087947 | 0.959563788845603 |
113 | 0.0445458494401775 | 0.089091698880355 | 0.955454150559823 |
114 | 0.0376000030920216 | 0.0752000061840432 | 0.962399996907978 |
115 | 0.0329973788687709 | 0.0659947577375419 | 0.96700262113123 |
116 | 0.0290227629182425 | 0.058045525836485 | 0.970977237081758 |
117 | 0.0466749722273313 | 0.0933499444546627 | 0.953325027772669 |
118 | 0.0401874203836962 | 0.0803748407673925 | 0.959812579616304 |
119 | 0.0663511559675267 | 0.132702311935053 | 0.933648844032473 |
120 | 0.120778945647906 | 0.241557891295811 | 0.879221054352094 |
121 | 0.113996787172587 | 0.227993574345174 | 0.886003212827413 |
122 | 0.118716759191972 | 0.237433518383945 | 0.881283240808028 |
123 | 0.105814277034571 | 0.211628554069143 | 0.894185722965429 |
124 | 0.117185501071429 | 0.234371002142859 | 0.88281449892857 |
125 | 0.111451807234618 | 0.222903614469236 | 0.888548192765382 |
126 | 0.10163795927635 | 0.203275918552699 | 0.89836204072365 |
127 | 0.121803122718307 | 0.243606245436614 | 0.878196877281693 |
128 | 0.107868715297788 | 0.215737430595576 | 0.892131284702212 |
129 | 0.100517754726692 | 0.201035509453385 | 0.899482245273308 |
130 | 0.121338757117366 | 0.242677514234732 | 0.878661242882634 |
131 | 0.112498995319137 | 0.224997990638274 | 0.887501004680863 |
132 | 0.098288695660318 | 0.196577391320636 | 0.901711304339682 |
133 | 0.0910550633022045 | 0.182110126604409 | 0.908944936697796 |
134 | 0.116781810409457 | 0.233563620818915 | 0.883218189590543 |
135 | 0.105008574114744 | 0.210017148229489 | 0.894991425885256 |
136 | 0.122856600856725 | 0.245713201713449 | 0.877143399143275 |
137 | 0.117728330335923 | 0.235456660671846 | 0.882271669664077 |
138 | 0.105319290297509 | 0.210638580595017 | 0.894680709702491 |
139 | 0.0917170408058282 | 0.183434081611656 | 0.908282959194172 |
140 | 0.0922454806758704 | 0.184490961351741 | 0.90775451932413 |
141 | 0.0851237248341228 | 0.170247449668246 | 0.914876275165877 |
142 | 0.0843615106107913 | 0.168723021221583 | 0.915638489389209 |
143 | 0.0743929455916127 | 0.148785891183225 | 0.925607054408387 |
144 | 0.0864614866861232 | 0.172922973372246 | 0.913538513313877 |
145 | 0.200475508799666 | 0.400951017599333 | 0.799524491200334 |
146 | 0.235867276598727 | 0.471734553197453 | 0.764132723401273 |
147 | 0.21261146443928 | 0.425222928878561 | 0.78738853556072 |
148 | 0.268467377399273 | 0.536934754798545 | 0.731532622600727 |
149 | 0.283040882049573 | 0.566081764099146 | 0.716959117950427 |
150 | 0.276836169066438 | 0.553672338132875 | 0.723163830933562 |
151 | 0.285739238685732 | 0.571478477371465 | 0.714260761314268 |
152 | 0.374524213640814 | 0.749048427281628 | 0.625475786359186 |
153 | 0.362491471695645 | 0.72498294339129 | 0.637508528304355 |
154 | 0.475947547772825 | 0.951895095545649 | 0.524052452227175 |
155 | 0.451687598599467 | 0.903375197198935 | 0.548312401400533 |
156 | 0.465296670910529 | 0.930593341821058 | 0.534703329089471 |
157 | 0.442321827394199 | 0.884643654788398 | 0.557678172605801 |
158 | 0.424303088795515 | 0.848606177591031 | 0.575696911204485 |
159 | 0.398608911899464 | 0.797217823798929 | 0.601391088100536 |
160 | 0.424414886715832 | 0.848829773431664 | 0.575585113284168 |
161 | 0.430421479188804 | 0.860842958377609 | 0.569578520811196 |
162 | 0.41034700587169 | 0.82069401174338 | 0.58965299412831 |
163 | 0.396754567469847 | 0.793509134939694 | 0.603245432530153 |
164 | 0.369300302459392 | 0.738600604918784 | 0.630699697540608 |
165 | 0.352385946441721 | 0.704771892883442 | 0.647614053558279 |
166 | 0.336366291192017 | 0.672732582384035 | 0.663633708807983 |
167 | 0.318838998714095 | 0.637677997428191 | 0.681161001285905 |
168 | 0.312195606095933 | 0.624391212191866 | 0.687804393904067 |
169 | 0.29577201352767 | 0.591544027055339 | 0.70422798647233 |
170 | 0.276813802902257 | 0.553627605804514 | 0.723186197097743 |
171 | 0.316137308944362 | 0.632274617888723 | 0.683862691055638 |
172 | 0.46277875136461 | 0.92555750272922 | 0.53722124863539 |
173 | 0.457530472037763 | 0.915060944075525 | 0.542469527962237 |
174 | 0.525188598935454 | 0.94962280212909 | 0.474811401064546 |
175 | 0.540113255707617 | 0.919773488584767 | 0.459886744292383 |
176 | 0.510086443807414 | 0.979827112385173 | 0.489913556192586 |
177 | 0.543185628478644 | 0.913628743042711 | 0.456814371521356 |
178 | 0.52080243274864 | 0.95839513450272 | 0.47919756725136 |
179 | 0.507120992510399 | 0.985758014979203 | 0.492879007489601 |
180 | 0.497373161551303 | 0.994746323102605 | 0.502626838448697 |
181 | 0.499601930580712 | 0.999203861161424 | 0.500398069419288 |
182 | 0.473190605598783 | 0.946381211197566 | 0.526809394401217 |
183 | 0.477061105549413 | 0.954122211098825 | 0.522938894450587 |
184 | 0.522427192589389 | 0.955145614821222 | 0.477572807410611 |
185 | 0.529844218992565 | 0.94031156201487 | 0.470155781007435 |
186 | 0.499478270687976 | 0.998956541375952 | 0.500521729312024 |
187 | 0.473376543517321 | 0.946753087034642 | 0.526623456482679 |
188 | 0.453497288756231 | 0.906994577512461 | 0.546502711243769 |
189 | 0.476989449659245 | 0.95397889931849 | 0.523010550340755 |
190 | 0.46106385129652 | 0.92212770259304 | 0.53893614870348 |
191 | 0.431657408208538 | 0.863314816417076 | 0.568342591791462 |
192 | 0.412238090980154 | 0.824476181960308 | 0.587761909019846 |
193 | 0.388464425266436 | 0.776928850532873 | 0.611535574733564 |
194 | 0.365662292422967 | 0.731324584845934 | 0.634337707577033 |
195 | 0.344577520982972 | 0.689155041965944 | 0.655422479017028 |
196 | 0.40859726529058 | 0.81719453058116 | 0.59140273470942 |
197 | 0.597141906688434 | 0.805716186623131 | 0.402858093311566 |
198 | 0.620037327281854 | 0.759925345436293 | 0.379962672718146 |
199 | 0.602101106009102 | 0.795797787981797 | 0.397898893990898 |
200 | 0.585060685950361 | 0.829878628099278 | 0.414939314049639 |
201 | 0.566141283880876 | 0.867717432238247 | 0.433858716119124 |
202 | 0.55054693724218 | 0.89890612551564 | 0.44945306275782 |
203 | 0.551632236247145 | 0.89673552750571 | 0.448367763752855 |
204 | 0.549965636115898 | 0.900068727768203 | 0.450034363884102 |
205 | 0.562356805716632 | 0.875286388566736 | 0.437643194283368 |
206 | 0.582898874195509 | 0.834202251608982 | 0.417101125804491 |
207 | 0.559177712091065 | 0.881644575817869 | 0.440822287908935 |
208 | 0.591624849317196 | 0.816750301365608 | 0.408375150682804 |
209 | 0.654727254645903 | 0.690545490708195 | 0.345272745354097 |
210 | 0.636139937307112 | 0.727720125385777 | 0.363860062692888 |
211 | 0.625535367095404 | 0.748929265809192 | 0.374464632904596 |
212 | 0.599720140418003 | 0.800559719163994 | 0.400279859581997 |
213 | 0.57469311866836 | 0.85061376266328 | 0.42530688133164 |
214 | 0.555388286000717 | 0.889223427998567 | 0.444611713999283 |
215 | 0.588185994077846 | 0.823628011844308 | 0.411814005922154 |
216 | 0.581598385886713 | 0.836803228226574 | 0.418401614113287 |
217 | 0.565652307047757 | 0.868695385904485 | 0.434347692952243 |
218 | 0.55064055489537 | 0.89871889020926 | 0.44935944510463 |
219 | 0.569440950345853 | 0.861118099308293 | 0.430559049654147 |
220 | 0.621405115863644 | 0.757189768272711 | 0.378594884136356 |
221 | 0.649579366404817 | 0.700841267190367 | 0.350420633595183 |
222 | 0.631791054674571 | 0.736417890650858 | 0.368208945325429 |
223 | 0.630014779389522 | 0.739970441220957 | 0.369985220610478 |
224 | 0.614909990694258 | 0.770180018611485 | 0.385090009305742 |
225 | 0.595053067819427 | 0.809893864361146 | 0.404946932180573 |
226 | 0.573231378983572 | 0.853537242032856 | 0.426768621016428 |
227 | 0.620724823031955 | 0.75855035393609 | 0.379275176968045 |
228 | 0.591372098935996 | 0.817255802128009 | 0.408627901064004 |
229 | 0.561713691668057 | 0.876572616663886 | 0.438286308331943 |
230 | 0.545526784464019 | 0.908946431071963 | 0.454473215535981 |
231 | 0.515681706454513 | 0.968636587090975 | 0.484318293545487 |
232 | 0.596045147697858 | 0.807909704604284 | 0.403954852302142 |
233 | 0.587543305102757 | 0.824913389794487 | 0.412456694897243 |
234 | 0.557653312183429 | 0.884693375633143 | 0.442346687816572 |
235 | 0.532016359034828 | 0.935967281930344 | 0.467983640965172 |
236 | 0.533001744865926 | 0.933996510268149 | 0.466998255134074 |
237 | 0.557183475287625 | 0.88563304942475 | 0.442816524712375 |
238 | 0.543722251210397 | 0.912555497579207 | 0.456277748789603 |
239 | 0.665979229466792 | 0.668041541066416 | 0.334020770533208 |
240 | 0.657887061585652 | 0.684225876828696 | 0.342112938414348 |
241 | 0.645054461552067 | 0.709891076895866 | 0.354945538447933 |
242 | 0.618878353814012 | 0.762243292371976 | 0.381121646185988 |
243 | 0.589593150958549 | 0.820813698082902 | 0.410406849041451 |
244 | 0.68988335595227 | 0.620233288095461 | 0.31011664404773 |
245 | 0.69759717406584 | 0.604805651868321 | 0.302402825934161 |
246 | 0.67676098735451 | 0.64647802529098 | 0.32323901264549 |
247 | 0.650131739784011 | 0.699736520431978 | 0.349868260215989 |
248 | 0.623041110199647 | 0.753917779600705 | 0.376958889800353 |
249 | 0.61261382308004 | 0.77477235383992 | 0.38738617691996 |
250 | 0.599867514934793 | 0.800264970130415 | 0.400132485065207 |
251 | 0.705344351155666 | 0.589311297688668 | 0.294655648844334 |
252 | 0.676300875338586 | 0.647398249322829 | 0.323699124661414 |
253 | 0.645892604016 | 0.708214791968 | 0.354107395984 |
254 | 0.643645607268952 | 0.712708785462096 | 0.356354392731048 |
255 | 0.615940035790003 | 0.768119928419994 | 0.384059964209997 |
256 | 0.643796608680562 | 0.712406782638875 | 0.356203391319438 |
257 | 0.613406002757081 | 0.773187994485838 | 0.386593997242919 |
258 | 0.581266202190689 | 0.837467595618622 | 0.418733797809311 |
259 | 0.570775715749365 | 0.858448568501271 | 0.429224284250635 |
260 | 0.536991330028801 | 0.926017339942397 | 0.463008669971199 |
261 | 0.614991537287007 | 0.770016925425985 | 0.385008462712993 |
262 | 0.58616397623025 | 0.827672047539499 | 0.413836023769749 |
263 | 0.596178784789801 | 0.807642430420399 | 0.403821215210199 |
264 | 0.617404880494388 | 0.765190239011225 | 0.382595119505612 |
265 | 0.590610316707684 | 0.818779366584631 | 0.409389683292316 |
266 | 0.603472299232055 | 0.79305540153589 | 0.396527700767945 |
267 | 0.569651635304769 | 0.860696729390463 | 0.430348364695231 |
268 | 0.630933578889002 | 0.738132842221997 | 0.369066421110998 |
269 | 0.597633230072155 | 0.80473353985569 | 0.402366769927845 |
270 | 0.563062522248016 | 0.873874955503968 | 0.436937477751984 |
271 | 0.555556846519827 | 0.888886306960346 | 0.444443153480173 |
272 | 0.534651088478602 | 0.930697823042796 | 0.465348911521398 |
273 | 0.507930218597345 | 0.98413956280531 | 0.492069781402655 |
274 | 0.472540735436123 | 0.945081470872246 | 0.527459264563877 |
275 | 0.477625460644162 | 0.955250921288323 | 0.522374539355839 |
276 | 0.441941487618779 | 0.883882975237558 | 0.558058512381221 |
277 | 0.406875905291452 | 0.813751810582904 | 0.593124094708548 |
278 | 0.379321710563969 | 0.758643421127937 | 0.620678289436031 |
279 | 0.346374604810398 | 0.692749209620797 | 0.653625395189602 |
280 | 0.357382704981635 | 0.71476540996327 | 0.642617295018365 |
281 | 0.32528988170838 | 0.65057976341676 | 0.67471011829162 |
282 | 0.295075863059556 | 0.590151726119112 | 0.704924136940444 |
283 | 0.270185128572508 | 0.540370257145016 | 0.729814871427492 |
284 | 0.241826661437082 | 0.483653322874164 | 0.758173338562918 |
285 | 0.214939675562354 | 0.429879351124708 | 0.785060324437646 |
286 | 0.195064047229323 | 0.390128094458646 | 0.804935952770677 |
287 | 0.207186988461567 | 0.414373976923133 | 0.792813011538433 |
288 | 0.184463394909993 | 0.368926789819985 | 0.815536605090007 |
289 | 0.164226257812855 | 0.328452515625709 | 0.835773742187145 |
290 | 0.144767821899295 | 0.28953564379859 | 0.855232178100705 |
291 | 0.127257567297627 | 0.254515134595253 | 0.872742432702373 |
292 | 0.128560254480227 | 0.257120508960454 | 0.871439745519773 |
293 | 0.110593202386471 | 0.221186404772942 | 0.889406797613529 |
294 | 0.0932984355514527 | 0.186596871102905 | 0.906701564448547 |
295 | 0.0816362947033416 | 0.163272589406683 | 0.918363705296658 |
296 | 0.0681758047070688 | 0.136351609414138 | 0.931824195292931 |
297 | 0.117544741269623 | 0.235089482539247 | 0.882455258730377 |
298 | 0.105092789820346 | 0.210185579640693 | 0.894907210179654 |
299 | 0.232585033391782 | 0.465170066783563 | 0.767414966608218 |
300 | 0.206397125344976 | 0.412794250689951 | 0.793602874655024 |
301 | 0.186941295715121 | 0.373882591430242 | 0.813058704284879 |
302 | 0.178589746134144 | 0.357179492268287 | 0.821410253865856 |
303 | 0.17249217816648 | 0.34498435633296 | 0.82750782183352 |
304 | 0.176602345682546 | 0.353204691365092 | 0.823397654317454 |
305 | 0.168732413716817 | 0.337464827433634 | 0.831267586283183 |
306 | 0.147304531507269 | 0.294609063014539 | 0.85269546849273 |
307 | 0.127617560005893 | 0.255235120011787 | 0.872382439994107 |
308 | 0.14801630333275 | 0.2960326066655 | 0.85198369666725 |
309 | 0.129446146004991 | 0.258892292009983 | 0.870553853995009 |
310 | 0.120132657340923 | 0.240265314681845 | 0.879867342659077 |
311 | 0.193385239202036 | 0.386770478404072 | 0.806614760797964 |
312 | 0.173939486221514 | 0.347878972443029 | 0.826060513778486 |
313 | 0.215238260746107 | 0.430476521492213 | 0.784761739253893 |
314 | 0.187256297686585 | 0.374512595373171 | 0.812743702313415 |
315 | 0.172856955224943 | 0.345713910449886 | 0.827143044775057 |
316 | 0.20840227467481 | 0.416804549349619 | 0.79159772532519 |
317 | 0.245503912464439 | 0.491007824928878 | 0.754496087535561 |
318 | 0.423727181279472 | 0.847454362558945 | 0.576272818720528 |
319 | 0.42255675352044 | 0.84511350704088 | 0.57744324647956 |
320 | 0.679069168561242 | 0.641861662877515 | 0.320930831438758 |
321 | 0.792387031770726 | 0.415225936458548 | 0.207612968229274 |
322 | 0.906192032313443 | 0.187615935373114 | 0.0938079676865572 |
323 | 0.965890385576652 | 0.068219228846697 | 0.0341096144233485 |
324 | 0.95425179260338 | 0.0914964147932411 | 0.0457482073966205 |
325 | 0.962880821114686 | 0.0742383577706271 | 0.0371191788853136 |
326 | 0.975539279882472 | 0.0489214402350566 | 0.0244607201175283 |
327 | 0.98731717645563 | 0.02536564708874 | 0.01268282354437 |
328 | 0.981910615572212 | 0.0361787688555757 | 0.0180893844277879 |
329 | 0.979177313803418 | 0.0416453723931647 | 0.0208226861965823 |
330 | 0.980820511873977 | 0.0383589762520465 | 0.0191794881260232 |
331 | 0.971939956661857 | 0.0561200866762869 | 0.0280600433381435 |
332 | 0.959530328199221 | 0.0809393436015577 | 0.0404696718007788 |
333 | 0.961899908287458 | 0.0762001834250844 | 0.0381000917125422 |
334 | 0.947065632386693 | 0.105868735226613 | 0.0529343676133066 |
335 | 0.930969844856796 | 0.138060310286407 | 0.0690301551432037 |
336 | 0.92535261591427 | 0.14929476817146 | 0.0746473840857301 |
337 | 0.941015964186114 | 0.117968071627772 | 0.0589840358138858 |
338 | 0.916393918922057 | 0.167212162155886 | 0.0836060810779429 |
339 | 0.924878838881585 | 0.150242322236829 | 0.0751211611184147 |
340 | 0.907901144831704 | 0.184197710336593 | 0.0920988551682964 |
341 | 0.872429353544041 | 0.255141292911917 | 0.127570646455959 |
342 | 0.824486961862025 | 0.35102607627595 | 0.175513038137975 |
343 | 0.769258637525911 | 0.461482724948178 | 0.230741362474089 |
344 | 0.696324651768778 | 0.607350696462444 | 0.303675348231222 |
345 | 0.619709634306339 | 0.760580731387323 | 0.380290365693661 |
346 | 0.577359093780784 | 0.845281812438433 | 0.422640906219216 |
347 | 0.503846201912163 | 0.992307596175674 | 0.496153798087837 |
348 | 0.618469725744793 | 0.763060548510415 | 0.381530274255207 |
349 | 0.637337822231762 | 0.725324355536475 | 0.362662177768238 |
350 | 0.525793317224129 | 0.94841336555174 | 0.47420668277587 |
351 | 0.385063425561872 | 0.770126851123743 | 0.614936574438129 |
352 | 0.504337606566756 | 0.991324786866488 | 0.495662393433244 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 0 | 0 | OK |
5% type I error level | 5 | 0.0149253731343284 | OK |
10% type I error level | 21 | 0.0626865671641791 | OK |