Multiple Linear Regression - Estimated Regression Equation |
Roomnights[t] = + 213488.807526882 + 58895.1780801972M1[t] + 29577.7816308244M2[t] + 85999.2601814516M3[t] + 57872.1137320789M4[t] + 39923.4047827061M5[t] -6278.30416666667M6[t] + 14263.8822468638M7[t] + 28994.9191308244M8[t] + 46699.9560147849M9[t] + 85106.1262320789M10[t] + 75150.9631160394M11[t] + 1085.89644937276t + 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) | 213488.807526882 | 4498.238214 | 47.4605 | 0 | 0 |
M1 | 58895.1780801972 | 5583.291385 | 10.5485 | 0 | 0 |
M2 | 29577.7816308244 | 5582.928387 | 5.2979 | 0 | 0 |
M3 | 85999.2601814516 | 5582.646039 | 15.4047 | 0 | 0 |
M4 | 57872.1137320789 | 5582.444353 | 10.3668 | 0 | 0 |
M5 | 39923.4047827061 | 5582.323338 | 7.1518 | 0 | 0 |
M6 | -6278.30416666667 | 5582.282999 | -1.1247 | 0.262281 | 0.131141 |
M7 | 14263.8822468638 | 5672.597707 | 2.5145 | 0.012832 | 0.006416 |
M8 | 28994.9191308244 | 5672.240424 | 5.1117 | 1e-06 | 0 |
M9 | 46699.9560147849 | 5671.962522 | 8.2335 | 0 | 0 |
M10 | 85106.1262320789 | 5671.764012 | 15.0052 | 0 | 0 |
M11 | 75150.9631160394 | 5671.644903 | 13.2503 | 0 | 0 |
t | 1085.89644937276 | 21.221883 | 51.1687 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.974674087442084 |
R-squared | 0.949989576731058 |
Adjusted R-squared | 0.946520645637259 |
F-TEST (value) | 273.856571676829 |
F-TEST (DF numerator) | 12 |
F-TEST (DF denominator) | 173 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 15532.3305237105 |
Sum Squared Residuals | 41736819429.1175 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 276986 | 273469.882056451 | 3516.11794354889 |
2 | 260633 | 245238.382056452 | 15394.6179435484 |
3 | 291551 | 302745.757056452 | -11194.7570564517 |
4 | 275383 | 275704.507056452 | -321.507056451639 |
5 | 275302 | 258841.694556452 | 16460.3054435483 |
6 | 231693 | 213725.882056452 | 17967.1179435483 |
7 | 238829 | 235353.964919355 | 3475.03508064517 |
8 | 274215 | 251170.898252688 | 23044.1017473118 |
9 | 277808 | 269961.831586021 | 7846.16841397853 |
10 | 299060 | 309453.898252688 | -10393.8982526882 |
11 | 286629 | 300584.631586021 | -13955.6315860215 |
12 | 232313 | 226519.564919355 | 5793.43508064515 |
13 | 294053 | 286500.639448925 | 7552.36055107529 |
14 | 267510 | 258269.139448925 | 9240.86055107523 |
15 | 309739 | 315776.514448925 | -6037.51444892474 |
16 | 280733 | 288735.264448925 | -8002.26444892475 |
17 | 287298 | 271872.451948925 | 15425.5480510752 |
18 | 235672 | 226756.639448925 | 8915.36055107528 |
19 | 256449 | 248384.722311828 | 8064.27768817204 |
20 | 288997 | 264201.655645161 | 24795.3443548387 |
21 | 290789 | 282992.588978495 | 7796.41102150536 |
22 | 321898 | 322484.655645161 | -586.655645161302 |
23 | 291834 | 313615.388978495 | -21781.3889784946 |
24 | 241380 | 239550.322311828 | 1829.67768817205 |
25 | 295469 | 299531.396841398 | -4062.39684139792 |
26 | 258200 | 271299.896841398 | -13099.8968413979 |
27 | 306102 | 328807.271841398 | -22705.2718413979 |
28 | 281480 | 301766.021841398 | -20286.0218413979 |
29 | 283101 | 284903.209341398 | -1802.20934139788 |
30 | 237414 | 239787.396841398 | -2373.39684139785 |
31 | 274834 | 261415.479704301 | 13418.5202956989 |
32 | 299340 | 277232.413037634 | 22107.5869623656 |
33 | 300383 | 296023.346370968 | 4359.65362903226 |
34 | 340862 | 335515.413037634 | 5346.58696236558 |
35 | 318794 | 326646.146370968 | -7852.14637096774 |
36 | 265740 | 252581.079704301 | 13158.9202956989 |
37 | 322656 | 312562.154233871 | 10093.845766129 |
38 | 281563 | 284330.654233871 | -2767.65423387098 |
39 | 323461 | 341838.029233871 | -18377.0292338709 |
40 | 312579 | 314796.779233871 | -2217.77923387097 |
41 | 310784 | 297933.966733871 | 12850.033266129 |
42 | 262785 | 252818.154233871 | 9966.84576612904 |
43 | 273754 | 274446.237096774 | -692.237096774193 |
44 | 320036 | 290263.170430108 | 29772.8295698925 |
45 | 310336 | 309054.103763441 | 1281.89623655914 |
46 | 342206 | 348546.170430108 | -6340.17043010753 |
47 | 320052 | 339676.903763441 | -19624.9037634409 |
48 | 265582 | 265611.837096774 | -29.8370967741886 |
49 | 326988 | 325592.911626344 | 1395.08837365588 |
50 | 300713 | 297361.411626344 | 3351.58837365593 |
51 | 346414 | 354868.786626344 | -8454.7866263441 |
52 | 317325 | 327827.536626344 | -10502.5366263441 |
53 | 326208 | 310964.724126344 | 15243.2758736559 |
54 | 270657 | 265848.911626344 | 4808.08837365592 |
55 | 278158 | 287476.994489247 | -9318.99448924732 |
56 | 324584 | 303293.927822581 | 21290.0721774193 |
57 | 321801 | 322084.861155914 | -283.861155913982 |
58 | 343542 | 361576.927822581 | -18034.9278225806 |
59 | 354040 | 352707.661155914 | 1332.33884408602 |
60 | 278179 | 278642.594489247 | -463.594489247316 |
61 | 330246 | 338623.669018817 | -8377.66901881723 |
62 | 307344 | 310392.169018817 | -3048.1690188172 |
63 | 375874 | 367899.544018817 | 7974.45598118279 |
64 | 335309 | 340858.294018817 | -5549.29401881721 |
65 | 339271 | 323995.481518817 | 15275.5184811828 |
66 | 280264 | 278879.669018817 | 1384.33098118279 |
67 | 293689 | 300507.75188172 | -6818.75188172043 |
68 | 341161 | 316324.685215054 | 24836.3147849462 |
69 | 345097 | 335115.618548387 | 9981.3814516129 |
70 | 368712 | 374607.685215054 | -5895.68521505378 |
71 | 369403 | 365738.418548387 | 3664.58145161289 |
72 | 288384 | 291673.35188172 | -3289.35188172042 |
73 | 340981 | 351654.42641129 | -10673.4264112904 |
74 | 319072 | 323422.92641129 | -4350.92641129032 |
75 | 374214 | 380930.30141129 | -6716.30141129032 |
76 | 344529 | 353889.05141129 | -9360.05141129032 |
77 | 337271 | 337026.23891129 | 244.761088709701 |
78 | 281016 | 291910.42641129 | -10894.4264112903 |
79 | 282224 | 313538.509274194 | -31314.5092741936 |
80 | 320984 | 329355.442607527 | -8371.44260752688 |
81 | 325426 | 348146.37594086 | -22720.3759408602 |
82 | 366276 | 387638.442607527 | -21362.4426075269 |
83 | 380296 | 378769.17594086 | 1526.82405913978 |
84 | 300727 | 304704.109274194 | -3977.10927419354 |
85 | 359326 | 364685.183803763 | -5359.18380376347 |
86 | 327610 | 336453.683803763 | -8843.68380376344 |
87 | 383563 | 393961.058803763 | -10398.0588037634 |
88 | 352405 | 366919.808803763 | -14514.8088037634 |
89 | 329351 | 350056.996303763 | -20705.9963037634 |
90 | 294486 | 304941.183803763 | -10455.1838037634 |
91 | 333454 | 326569.266666667 | 6884.73333333335 |
92 | 334339 | 342386.2 | -8047.2 |
93 | 358000 | 361177.133333333 | -3177.13333333332 |
94 | 396057 | 400669.2 | -4612.2 |
95 | 386976 | 391799.933333333 | -4823.93333333333 |
96 | 307155 | 317734.866666667 | -10579.8666666666 |
97 | 363909 | 377715.941196237 | -13806.9411962366 |
98 | 344700 | 349484.441196237 | -4784.44119623655 |
99 | 397561 | 406991.816196237 | -9430.81619623655 |
100 | 376791 | 379950.566196237 | -3159.56619623656 |
101 | 337085 | 363087.753696237 | -26002.7536962365 |
102 | 299252 | 317971.941196237 | -18719.9411962366 |
103 | 323136 | 339600.02405914 | -16464.0240591398 |
104 | 329091 | 355416.957392473 | -26325.9573924731 |
105 | 346991 | 374207.890725806 | -27216.8907258064 |
106 | 461999 | 413699.957392473 | 48299.0426075269 |
107 | 436533 | 404830.690725806 | 31702.3092741935 |
108 | 360372 | 330765.62405914 | 29606.3759408602 |
109 | 415467 | 390746.69858871 | 24720.3014112903 |
110 | 382110 | 362515.19858871 | 19594.8014112903 |
111 | 432197 | 420022.57358871 | 12174.4264112903 |
112 | 424254 | 392981.32358871 | 31272.6764112903 |
113 | 386728 | 376118.51108871 | 10609.4889112903 |
114 | 354508 | 331002.69858871 | 23505.3014112903 |
115 | 375765 | 352630.781451613 | 23134.2185483871 |
116 | 367986 | 368447.714784946 | -461.714784946237 |
117 | 402378 | 387238.64811828 | 15139.3518817204 |
118 | 426516 | 426730.714784946 | -214.714784946242 |
119 | 433313 | 417861.44811828 | 15451.5518817204 |
120 | 338461 | 343796.381451613 | -5335.38145161289 |
121 | 416834 | 403777.455981183 | 13056.5440188172 |
122 | 381099 | 375545.955981183 | 5553.04401881722 |
123 | 445673 | 433053.330981183 | 12619.6690188172 |
124 | 412408 | 406012.080981183 | 6395.91901881721 |
125 | 393997 | 389149.268481183 | 4847.73151881721 |
126 | 348241 | 344033.455981183 | 4207.54401881721 |
127 | 380134 | 365661.538844086 | 14472.461155914 |
128 | 373688 | 381478.472177419 | -7790.47217741934 |
129 | 393588 | 400269.405510753 | -6681.40551075269 |
130 | 434192 | 439761.472177419 | -5569.47217741937 |
131 | 430731 | 430892.205510753 | -161.205510752711 |
132 | 344468 | 356827.138844086 | -12359.138844086 |
133 | 411891 | 416808.213373656 | -4917.21337365595 |
134 | 370497 | 388576.713373656 | -18079.7133736559 |
135 | 437305 | 446084.088373656 | -8779.0883736559 |
136 | 411270 | 419042.838373656 | -7772.8383736559 |
137 | 385495 | 402180.025873656 | -16685.0258736559 |
138 | 341273 | 357064.213373656 | -15791.2133736559 |
139 | 384217 | 378692.296236559 | 5524.70376344087 |
140 | 373223 | 394509.229569892 | -21286.2295698925 |
141 | 415771 | 413300.162903226 | 2470.83709677419 |
142 | 448634 | 452792.229569892 | -4158.22956989249 |
143 | 454341 | 443922.962903226 | 10418.0370967742 |
144 | 350297 | 369857.896236559 | -19560.8962365591 |
145 | 419104 | 429838.970766129 | -10734.9707661291 |
146 | 398027 | 401607.470766129 | -3580.47076612902 |
147 | 456059 | 459114.845766129 | -3055.84576612903 |
148 | 430052 | 432073.595766129 | -2021.59576612902 |
149 | 399757 | 415210.783266129 | -15453.783266129 |
150 | 362731 | 370094.970766129 | -7363.97076612902 |
151 | 384896 | 391723.053629032 | -6827.05362903227 |
152 | 385349 | 407539.986962366 | -22190.9869623656 |
153 | 432289 | 426330.920295699 | 5958.07970430107 |
154 | 468891 | 465822.986962366 | 3068.01303763443 |
155 | 442702 | 456953.720295699 | -14251.7202956989 |
156 | 370178 | 382888.653629032 | -12710.6536290323 |
157 | 439400 | 442869.728158602 | -3469.72815860219 |
158 | 393900 | 414638.228158602 | -20738.2281586021 |
159 | 468700 | 472145.603158602 | -3445.60315860215 |
160 | 438800 | 445104.353158602 | -6304.35315860215 |
161 | 430100 | 428241.540658602 | 1858.45934139785 |
162 | 366300 | 383125.728158602 | -16825.7281586021 |
163 | 391000 | 404753.811021505 | -13753.8110215054 |
164 | 380900 | 420570.744354839 | -39670.7443548387 |
165 | 431400 | 439361.677688172 | -7961.67768817205 |
166 | 465400 | 478853.744354839 | -13453.7443548387 |
167 | 471500 | 469984.477688172 | 1515.52231182797 |
168 | 387500 | 395919.411021505 | -8419.41102150538 |
169 | 446400 | 455900.485551075 | -9500.4855510753 |
170 | 421500 | 427668.985551075 | -6168.98555107528 |
171 | 504800 | 485176.360551075 | 19623.6394489247 |
172 | 492071 | 458135.110551075 | 33935.8894489247 |
173 | 421253 | 441272.298051075 | -20019.2980510753 |
174 | 396682 | 396156.485551075 | 525.514448924744 |
175 | 428000 | 417784.568413979 | 10215.4315860215 |
176 | 421900 | 433601.501747312 | -11701.5017473118 |
177 | 465600 | 452392.435080645 | 13207.5649193548 |
178 | 525793 | 491884.501747312 | 33908.4982526883 |
179 | 499855 | 483015.235080645 | 16839.7649193549 |
180 | 435287 | 408950.168413978 | 26336.8315860215 |
181 | 479499 | 468931.242943548 | 10567.7570564515 |
182 | 473027 | 440699.742943548 | 32327.2570564516 |
183 | 554410 | 498207.117943548 | 56202.8820564516 |
184 | 489574 | 471165.867943548 | 18408.1320564516 |
185 | 462157 | 454303.055443548 | 7853.94455645162 |
186 | 420331 | 409187.242943548 | 11143.7570564516 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
16 | 0.0342298614238273 | 0.0684597228476545 | 0.965770138576173 |
17 | 0.00835623544667733 | 0.0167124708933547 | 0.991643764553323 |
18 | 0.00402466549047412 | 0.00804933098094824 | 0.995975334509526 |
19 | 0.00171728483409329 | 0.00343456966818659 | 0.998282715165907 |
20 | 0.000511749909517324 | 0.00102349981903465 | 0.999488250090483 |
21 | 0.000123612046492226 | 0.000247224092984452 | 0.999876387953508 |
22 | 0.000127907612006269 | 0.000255815224012537 | 0.999872092387994 |
23 | 7.07298214544205e-05 | 0.000141459642908841 | 0.999929270178546 |
24 | 2.11959833525623e-05 | 4.23919667051246e-05 | 0.999978804016647 |
25 | 1.34871186376651e-05 | 2.69742372753302e-05 | 0.999986512881362 |
26 | 0.000320770467881848 | 0.000641540935763697 | 0.999679229532118 |
27 | 0.000184084313123312 | 0.000368168626246625 | 0.999815915686877 |
28 | 0.00011613274176599 | 0.000232265483531981 | 0.999883867258234 |
29 | 7.33719191735331e-05 | 0.000146743838347066 | 0.999926628080826 |
30 | 3.51524028989197e-05 | 7.03048057978393e-05 | 0.999964847597101 |
31 | 9.82698130937004e-05 | 0.000196539626187401 | 0.999901730186906 |
32 | 6.27860318619421e-05 | 0.000125572063723884 | 0.999937213968138 |
33 | 2.9685150133708e-05 | 5.9370300267416e-05 | 0.999970314849866 |
34 | 7.44070115625732e-05 | 0.000148814023125146 | 0.999925592988437 |
35 | 0.000111525413895893 | 0.000223050827791785 | 0.999888474586104 |
36 | 0.000131786910661795 | 0.00026357382132359 | 0.999868213089338 |
37 | 0.000139277484315791 | 0.000278554968631581 | 0.999860722515684 |
38 | 6.82951180904229e-05 | 0.000136590236180846 | 0.99993170488191 |
39 | 3.60184602896064e-05 | 7.20369205792127e-05 | 0.99996398153971 |
40 | 3.14359979422152e-05 | 6.28719958844305e-05 | 0.999968564002058 |
41 | 1.96364354831519e-05 | 3.92728709663039e-05 | 0.999980363564517 |
42 | 1.09998910486792e-05 | 2.19997820973583e-05 | 0.999989000108951 |
43 | 6.07533333674642e-06 | 1.21506666734928e-05 | 0.999993924666663 |
44 | 7.6960399092654e-06 | 1.53920798185308e-05 | 0.999992303960091 |
45 | 3.77467922099361e-06 | 7.54935844198721e-06 | 0.999996225320779 |
46 | 1.75868781596128e-06 | 3.51737563192255e-06 | 0.999998241312184 |
47 | 9.68506199782539e-07 | 1.93701239956508e-06 | 0.9999990314938 |
48 | 4.73445992481224e-07 | 9.46891984962447e-07 | 0.999999526554007 |
49 | 2.13105386185233e-07 | 4.26210772370466e-07 | 0.999999786894614 |
50 | 1.10074612142821e-07 | 2.20149224285642e-07 | 0.999999889925388 |
51 | 8.59095812519935e-08 | 1.71819162503987e-07 | 0.999999914090419 |
52 | 3.8799421532924e-08 | 7.7598843065848e-08 | 0.999999961200578 |
53 | 3.00247188196764e-08 | 6.00494376393528e-08 | 0.999999969975281 |
54 | 1.38663819794964e-08 | 2.77327639589928e-08 | 0.999999986133618 |
55 | 1.61320260816228e-08 | 3.22640521632457e-08 | 0.999999983867974 |
56 | 1.40405526812101e-08 | 2.80811053624202e-08 | 0.999999985959447 |
57 | 6.35312114763279e-09 | 1.27062422952656e-08 | 0.999999993646879 |
58 | 7.24992207946894e-09 | 1.44998441589379e-08 | 0.999999992750078 |
59 | 3.73762543818481e-08 | 7.47525087636961e-08 | 0.999999962623746 |
60 | 1.78986442044987e-08 | 3.57972884089975e-08 | 0.999999982101356 |
61 | 1.1782090587439e-08 | 2.35641811748781e-08 | 0.999999988217909 |
62 | 5.30220202752361e-09 | 1.06044040550472e-08 | 0.999999994697798 |
63 | 6.57419806961778e-08 | 1.31483961392356e-07 | 0.999999934258019 |
64 | 3.66433579746453e-08 | 7.32867159492907e-08 | 0.999999963356642 |
65 | 3.22368525333489e-08 | 6.44737050666979e-08 | 0.999999967763147 |
66 | 1.7655610615436e-08 | 3.53112212308719e-08 | 0.999999982344389 |
67 | 1.06054613032345e-08 | 2.12109226064689e-08 | 0.999999989394539 |
68 | 2.11993740905902e-08 | 4.23987481811803e-08 | 0.999999978800626 |
69 | 1.84655887390734e-08 | 3.69311774781468e-08 | 0.999999981534411 |
70 | 9.0911071488579e-09 | 1.81822142977158e-08 | 0.999999990908893 |
71 | 2.07202884768975e-08 | 4.14405769537951e-08 | 0.999999979279712 |
72 | 1.18160748599884e-08 | 2.36321497199768e-08 | 0.999999988183925 |
73 | 9.27451181811785e-09 | 1.85490236362357e-08 | 0.999999990725488 |
74 | 4.67167171332266e-09 | 9.34334342664533e-09 | 0.999999995328328 |
75 | 2.68713716561429e-09 | 5.37427433122859e-09 | 0.999999997312863 |
76 | 1.34484100802347e-09 | 2.68968201604693e-09 | 0.999999998655159 |
77 | 1.15322445990584e-09 | 2.30644891981168e-09 | 0.999999998846776 |
78 | 1.5190135414371e-09 | 3.03802708287419e-09 | 0.999999998480986 |
79 | 4.68200785533332e-08 | 9.36401571066665e-08 | 0.999999953179921 |
80 | 4.08844786538448e-07 | 8.17689573076896e-07 | 0.999999591155213 |
81 | 1.1648038335349e-06 | 2.32960766706979e-06 | 0.999998835196167 |
82 | 1.2185140960602e-06 | 2.43702819212041e-06 | 0.999998781485904 |
83 | 1.59931055124336e-06 | 3.19862110248673e-06 | 0.999998400689449 |
84 | 8.99005606307059e-07 | 1.79801121261412e-06 | 0.999999100994394 |
85 | 5.00902845368094e-07 | 1.00180569073619e-06 | 0.999999499097155 |
86 | 2.84403191929454e-07 | 5.68806383858908e-07 | 0.999999715596808 |
87 | 2.06773809236484e-07 | 4.13547618472967e-07 | 0.999999793226191 |
88 | 1.53046163880128e-07 | 3.06092327760256e-07 | 0.999999846953836 |
89 | 4.93862567566415e-07 | 9.87725135132831e-07 | 0.999999506137432 |
90 | 3.1904459242631e-07 | 6.38089184852621e-07 | 0.999999680955408 |
91 | 4.25842908879796e-07 | 8.51685817759593e-07 | 0.999999574157091 |
92 | 7.75224699182553e-07 | 1.55044939836511e-06 | 0.999999224775301 |
93 | 4.45996450974814e-07 | 8.91992901949628e-07 | 0.999999554003549 |
94 | 3.71095252116259e-07 | 7.42190504232519e-07 | 0.999999628904748 |
95 | 3.00504849387886e-07 | 6.01009698775773e-07 | 0.999999699495151 |
96 | 1.87160002551261e-07 | 3.74320005102523e-07 | 0.999999812839998 |
97 | 1.31254876260254e-07 | 2.62509752520509e-07 | 0.999999868745124 |
98 | 7.530991775729e-08 | 1.5061983551458e-07 | 0.999999924690082 |
99 | 7.09050203389228e-08 | 1.41810040677846e-07 | 0.99999992909498 |
100 | 7.21012130042201e-08 | 1.4420242600844e-07 | 0.999999927898787 |
101 | 2.87919087535873e-07 | 5.75838175071746e-07 | 0.999999712080912 |
102 | 3.34162238997422e-07 | 6.68324477994843e-07 | 0.999999665837761 |
103 | 3.35788272375299e-07 | 6.71576544750599e-07 | 0.999999664211728 |
104 | 2.24845736448253e-06 | 4.49691472896507e-06 | 0.999997751542635 |
105 | 6.68877751880072e-06 | 1.33775550376014e-05 | 0.999993311222481 |
106 | 0.00420954426583417 | 0.00841908853166833 | 0.995790455734166 |
107 | 0.0226227291603852 | 0.0452454583207704 | 0.977377270839615 |
108 | 0.0636696773194203 | 0.127339354638841 | 0.93633032268058 |
109 | 0.1123024655137 | 0.2246049310274 | 0.8876975344863 |
110 | 0.147769541529209 | 0.295539083058419 | 0.852230458470791 |
111 | 0.15627595643414 | 0.312551912868281 | 0.84372404356586 |
112 | 0.285883548356684 | 0.571767096713369 | 0.714116451643315 |
113 | 0.292300372337369 | 0.584600744674738 | 0.707699627662631 |
114 | 0.402824144486804 | 0.805648288973608 | 0.597175855513196 |
115 | 0.493317284304082 | 0.986634568608163 | 0.506682715695918 |
116 | 0.535738052754621 | 0.928523894490757 | 0.464261947245379 |
117 | 0.567166292491157 | 0.865667415017686 | 0.432833707508843 |
118 | 0.523723163945304 | 0.952553672109393 | 0.476276836054696 |
119 | 0.556831379465706 | 0.886337241068588 | 0.443168620534294 |
120 | 0.524112502125799 | 0.951774995748402 | 0.475887497874201 |
121 | 0.578402258977496 | 0.843195482045009 | 0.421597741022505 |
122 | 0.584229409853858 | 0.831541180292285 | 0.415770590146142 |
123 | 0.582694650481261 | 0.834610699037479 | 0.417305349518739 |
124 | 0.559873352051195 | 0.88025329589761 | 0.440126647948805 |
125 | 0.611166228069547 | 0.777667543860907 | 0.388833771930453 |
126 | 0.651397057368754 | 0.697205885262492 | 0.348602942631246 |
127 | 0.733977300375547 | 0.532045399248905 | 0.266022699624453 |
128 | 0.825977015508436 | 0.348045968983128 | 0.174022984491564 |
129 | 0.796922651847276 | 0.406154696305447 | 0.203077348152724 |
130 | 0.764006616229977 | 0.471986767540046 | 0.235993383770023 |
131 | 0.74578973030097 | 0.50842053939806 | 0.25421026969903 |
132 | 0.723693099200796 | 0.552613801598407 | 0.276306900799204 |
133 | 0.720353147412771 | 0.559293705174458 | 0.279646852587229 |
134 | 0.691867666790037 | 0.616264666419925 | 0.308132333209963 |
135 | 0.653614946691747 | 0.692770106616506 | 0.346385053308253 |
136 | 0.603640123376542 | 0.792719753246917 | 0.396359876623458 |
137 | 0.581491084126701 | 0.837017831746598 | 0.418508915873299 |
138 | 0.548837153580307 | 0.902325692839386 | 0.451162846419693 |
139 | 0.597764633733211 | 0.804470732533578 | 0.402235366266789 |
140 | 0.649720171033825 | 0.70055965793235 | 0.350279828966175 |
141 | 0.645469403614968 | 0.709061192770063 | 0.354530596385032 |
142 | 0.598884263641257 | 0.802231472717487 | 0.401115736358743 |
143 | 0.699204586673388 | 0.601590826653224 | 0.300795413326612 |
144 | 0.660929344300074 | 0.678141311399852 | 0.339070655699926 |
145 | 0.632245833036873 | 0.735508333926255 | 0.367754166963127 |
146 | 0.629127541234947 | 0.741744917530107 | 0.370872458765053 |
147 | 0.574767581123495 | 0.850464837753011 | 0.425232418876505 |
148 | 0.520115414187052 | 0.959769171625895 | 0.479884585812948 |
149 | 0.494990824136881 | 0.989981648273763 | 0.505009175863119 |
150 | 0.514557981828307 | 0.970884036343386 | 0.485442018171693 |
151 | 0.496127948100237 | 0.992255896200473 | 0.503872051899763 |
152 | 0.583109496419101 | 0.833781007161798 | 0.416890503580899 |
153 | 0.67275153530717 | 0.654496929385661 | 0.32724846469283 |
154 | 0.682058618651521 | 0.635882762696959 | 0.317941381348479 |
155 | 0.620831755757756 | 0.758336488484488 | 0.379168244242244 |
156 | 0.557828180532428 | 0.884343638935143 | 0.442171819467572 |
157 | 0.625159690327264 | 0.749680619345472 | 0.374840309672736 |
158 | 0.562923214247121 | 0.874153571505758 | 0.437076785752879 |
159 | 0.528384777170273 | 0.943230445659454 | 0.471615222829727 |
160 | 0.454126312321136 | 0.908252624642271 | 0.545873687678864 |
161 | 0.772968874049642 | 0.454062251900717 | 0.227031125950358 |
162 | 0.744920903200167 | 0.510158193599665 | 0.255079096799833 |
163 | 0.663545433990258 | 0.672909132019484 | 0.336454566009742 |
164 | 0.60857765536034 | 0.78284468927932 | 0.39142234463966 |
165 | 0.506791087364891 | 0.986417825270218 | 0.493208912635109 |
166 | 0.568201902244915 | 0.86359619551017 | 0.431798097755085 |
167 | 0.460787385623976 | 0.921574771247951 | 0.539212614376024 |
168 | 0.391895366555867 | 0.783790733111734 | 0.608104633444133 |
169 | 0.266003918622402 | 0.532007837244804 | 0.733996081377598 |
170 | 0.251322551987027 | 0.502645103974054 | 0.748677448012973 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 89 | 0.574193548387097 | NOK |
5% type I error level | 91 | 0.587096774193548 | NOK |
10% type I error level | 92 | 0.593548387096774 | NOK |