Multiple Linear Regression - Estimated Regression Equation |
Q1[t] = + 1.72351884923793 + 0.105794124961216Q2[t] -0.0669074454527923Q3[t] + 0.602652782338355Q4[t] -0.00751964411136556Q5[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) | 1.72351884923793 | 0.630307 | 2.7344 | 0.006958 | 0.003479 |
Q2 | 0.105794124961216 | 0.072916 | 1.4509 | 0.148775 | 0.074388 |
Q3 | -0.0669074454527923 | 0.093654 | -0.7144 | 0.47602 | 0.23801 |
Q4 | 0.602652782338355 | 0.082737 | 7.2839 | 0 | 0 |
Q5 | -0.00751964411136556 | 0.091554 | -0.0821 | 0.934644 | 0.467322 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.54245007905246 |
R-squared | 0.29425208826402 |
Adjusted R-squared | 0.276497423817832 |
F-TEST (value) | 16.5732272302783 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 159 |
p-value | 2.26416663196005e-11 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.01096834879151 |
Sum Squared Residuals | 162.50706335906 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 7 | 6.16165757338582 | 0.838342426614178 |
2 | 5 | 4.893617937915 | 0.106382062085 |
3 | 6 | 4.22405771012385 | 1.77594228987615 |
4 | 5 | 4.81919084835084 | 0.180809151649157 |
5 | 6 | 5.69281968195306 | 0.307180318046944 |
6 | 6 | 4.81167120423948 | 1.18832879576052 |
7 | 6 | 5.73848107354096 | 0.261518926459038 |
8 | 6 | 4.92498497331206 | 1.07501502668794 |
9 | 4 | 4.22405771012385 | -0.224057710123853 |
10 | 6 | 5.21025538076676 | 0.789744619233235 |
11 | 6 | 6.16165757338583 | -0.161657573385826 |
12 | 3 | 4.35369922637076 | -1.35369922637076 |
13 | 5 | 5.46073031019762 | -0.460730310197621 |
14 | 5 | 4.95635200870912 | 0.0436479912908835 |
15 | 2 | 2.97234582182735 | -0.972345821827353 |
16 | 3 | 4.95635200870912 | -1.95635200870912 |
17 | 6 | 5.640951524723 | 0.359048475277005 |
18 | 6 | 5.640951524723 | 0.359048475277005 |
19 | 5 | 4.60008295431704 | 0.399917045682956 |
20 | 7 | 4.81919084835084 | 2.18080915164916 |
21 | 5 | 5.48875107614199 | -0.488751076141989 |
22 | 5 | 5.05751140526605 | -0.0575114052660468 |
23 | 5 | 4.95635200870912 | 0.0436479912908835 |
24 | 5 | 5.03077909827327 | -0.0307790982732742 |
25 | 5 | 4.8505578837479 | 0.1494421162521 |
26 | 6 | 6.06338309253598 | -0.0633830925359758 |
27 | 5 | 5.03077909827327 | -0.0307790982732742 |
28 | 5 | 3.71967940863535 | 1.28032059136465 |
29 | 6 | 4.81919084835084 | 1.18080915164916 |
30 | 4 | 4.22405771012385 | -0.224057710123853 |
31 | 4 | 5.28468247033092 | -1.28468247033092 |
32 | 6 | 4.95635200870912 | 1.04364799129088 |
33 | 3 | 4.47870601421338 | -1.47870601421338 |
34 | 6 | 4.88609829380363 | 1.11390170619637 |
35 | 5 | 4.82671049246221 | 0.173289507537792 |
36 | 6 | 5.56652443515884 | 0.433475564841163 |
37 | 7 | 4.8505578837479 | 2.1494421162521 |
38 | 4 | 4.92498497331206 | -0.924984973312058 |
39 | 5 | 5.03829874238464 | -0.0382987423846398 |
40 | 4 | 4.35787260102944 | -0.357872601029437 |
41 | 5 | 4.85807752785927 | 0.141922472140734 |
42 | 3 | 4.74476375878668 | -1.74476375878668 |
43 | 5 | 4.74476375878668 | 0.255236241213316 |
44 | 6 | 5.60206484521457 | 0.397935154785429 |
45 | 6 | 5.55900479104747 | 0.440995208952529 |
46 | 4 | 4.39675928053786 | -0.396759280537861 |
47 | 4 | 4.29096515557664 | -0.290965155576645 |
48 | 6 | 4.93250461742342 | 1.06749538257658 |
49 | 6 | 5.52763775565041 | 0.472362244349587 |
50 | 5 | 5.63343188061163 | -0.63343188061163 |
51 | 6 | 5.55900479104747 | 0.440995208952529 |
52 | 4 | 4.27592586735391 | -0.275925867353914 |
53 | 4 | 5.13582829120261 | -1.13582829120261 |
54 | 5 | 4.91746532920069 | 0.0825346707993073 |
55 | 3 | 4.41931821287196 | -1.41931821287196 |
56 | 6 | 5.46073031019762 | 0.539269689802379 |
57 | 6 | 5.46073031019762 | 0.539269689802379 |
58 | 4 | 4.3223321909737 | -0.322332190973703 |
59 | 5 | 4.95635200870912 | 0.0436479912908835 |
60 | 5 | 4.99941206287622 | 0.000587937123783975 |
61 | 4 | 5.52011811153905 | -1.52011811153905 |
62 | 6 | 5.4218436306892 | 0.578156369310803 |
63 | 5 | 5.52763775565041 | -0.527637755650413 |
64 | 4 | 4.99941206287622 | -0.999412062876216 |
65 | 6 | 4.85807752785927 | 1.14192247214073 |
66 | 5 | 5.84427519850218 | -0.844275198502178 |
67 | 6 | 5.52763775565041 | 0.472362244349587 |
68 | 5 | 6.16165757338583 | -1.16165757338583 |
69 | 6 | 5.55900479104747 | 0.440995208952529 |
70 | 5 | 4.96052538336779 | 0.0394746166322078 |
71 | 4 | 4.28344551146528 | -0.283445511465279 |
72 | 6 | 5.55900479104747 | 0.440995208952529 |
73 | 5 | 3.75104644403241 | 1.24895355596759 |
74 | 5 | 4.81167120423948 | 0.188328795760523 |
75 | 3 | 4.74476375878668 | -1.74476375878668 |
76 | 5 | 5.0015276270338 | -0.0015276270337978 |
77 | 4 | 4.92498497331206 | -0.924984973312058 |
78 | 5 | 4.82671049246221 | 0.173289507537792 |
79 | 5 | 3.71633313918266 | 1.28366686081734 |
80 | 7 | 6.16165757338583 | 0.838342426614174 |
81 | 7 | 5.56652443515884 | 1.43347556484116 |
82 | 5 | 3.89915569112884 | 1.10084430887116 |
83 | 4 | 4.3223321909737 | -0.322332190973703 |
84 | 6 | 5.31604950572798 | 0.683950494272019 |
85 | 5 | 4.95635200870912 | 0.0436479912908835 |
86 | 5 | 5.46073031019762 | -0.460730310197621 |
87 | 4 | 4.49428882935583 | -0.494288829355828 |
88 | 5 | 4.97139129693185 | 0.0286087030681524 |
89 | 2 | 3.16343294991678 | -1.16343294991678 |
90 | 7 | 5.34741654112504 | 1.65258345887496 |
91 | 4 | 4.93250461742342 | -0.932504617423424 |
92 | 5 | 4.74476375878668 | 0.255236241213316 |
93 | 5 | 5.45321066608626 | -0.453210666086255 |
94 | 7 | 6.31051175251414 | 0.689488247485858 |
95 | 2 | 5.52763775565041 | -3.52763775565041 |
96 | 4 | 4.35369922637076 | -0.353699226370761 |
97 | 6 | 5.46073031019762 | 0.539269689802379 |
98 | 5 | 5.42936327480056 | -0.429363274800563 |
99 | 5 | 4.82671049246221 | 0.173289507537792 |
100 | 4 | 4.77278452473105 | -0.772784524731053 |
101 | 4 | 4.70587707927826 | -0.70587707927826 |
102 | 4 | 4.81919084835084 | -0.819190848350842 |
103 | 7 | 6.16917721749719 | 0.830822782502808 |
104 | 5 | 4.35369922637076 | 0.646300773629238 |
105 | 5 | 5.45321066608626 | -0.453210666086255 |
106 | 5 | 5.4218436306892 | -0.421843630689197 |
107 | 7 | 5.55900479104747 | 1.44099520895253 |
108 | 3 | 5.55900479104747 | -2.55900479104747 |
109 | 3 | 4.29848479968801 | -1.29848479968801 |
110 | 6 | 5.62591223650026 | 0.374087763499736 |
111 | 5 | 5.03077909827327 | -0.0307790982732742 |
112 | 6 | 5.63343188061163 | 0.366568119388371 |
113 | 4 | 4.31898592152101 | -0.318985921521014 |
114 | 4 | 5.48123143203062 | -1.48123143203062 |
115 | 6 | 4.93250461742342 | 1.06749538257658 |
116 | 5 | 4.75980304700942 | 0.240196952990585 |
117 | 7 | 6.16165757338583 | 0.838342426614174 |
118 | 6 | 6.24360430706135 | -0.24360430706135 |
119 | 7 | 5.5945452011032 | 1.40545479889679 |
120 | 5 | 4.11826358516264 | 0.881736414837363 |
121 | 5 | 5.55900479104747 | -0.559004791047471 |
122 | 2 | 4.24790510140955 | -2.24790510140955 |
123 | 6 | 5.46073031019762 | 0.539269689802379 |
124 | 1 | 5.56652443515884 | -4.56652443515884 |
125 | 5 | 5.55900479104747 | -0.559004791047471 |
126 | 6 | 5.04581838649601 | 0.954181613503995 |
127 | 6 | 5.03077909827327 | 0.969220901726726 |
128 | 6 | 5.52763775565041 | 0.472362244349587 |
129 | 5 | 5.34741654112504 | -0.347416541125039 |
130 | 6 | 5.45321066608625 | 0.546789333913745 |
131 | 5 | 5.52763775565041 | -0.527637755650413 |
132 | 6 | 4.96387165282048 | 1.03612834717952 |
133 | 7 | 5.55900479104747 | 1.44099520895253 |
134 | 4 | 4.00986812278061 | -0.00986812278061428 |
135 | 5 | 6.25112395117272 | -1.25112395117272 |
136 | 3 | 4.99189241876485 | -1.99189241876485 |
137 | 7 | 5.63343188061163 | 1.36656811938837 |
138 | 7 | 6.03201605713892 | 0.967983942861083 |
139 | 6 | 5.53515739976178 | 0.464842600238221 |
140 | 6 | 4.3892396364265 | 1.6107603635735 |
141 | 6 | 6.23608466294998 | -0.236084662949984 |
142 | 5 | 4.83423013657357 | 0.165769863426427 |
143 | 5 | 4.99941206287622 | 0.000587937123783975 |
144 | 4 | 4.893617937915 | -0.893617937915 |
145 | 4 | 3.9305227265259 | 0.0694772734741027 |
146 | 6 | 5.10520618783743 | 0.894793812162568 |
147 | 5 | 5.52011811153905 | -0.520118111539048 |
148 | 4 | 4.28344551146528 | -0.283445511465279 |
149 | 6 | 5.52763775565041 | 0.472362244349587 |
150 | 4 | 5.46073031019762 | -1.46073031019762 |
151 | 4 | 2.70136977056349 | 1.29863022943651 |
152 | 4 | 4.85807752785927 | -0.858077527859266 |
153 | 6 | 5.02325945416191 | 0.976740545838091 |
154 | 3 | 4.35369922637076 | -1.35369922637076 |
155 | 6 | 5.46073031019762 | 0.539269689802379 |
156 | 5 | 5.4218436306892 | -0.421843630689197 |
157 | 4 | 5.34741654112504 | -1.34741654112504 |
158 | 7 | 6.13781018210013 | 0.862189817899866 |
159 | 6 | 4.99189241876485 | 1.00810758123515 |
160 | 5 | 5.06631950832901 | -0.0663195083290083 |
161 | 6 | 6.16165757338583 | -0.161657573385826 |
162 | 6 | 5.52763775565041 | 0.472362244349587 |
163 | 5 | 4.99189241876485 | 0.00810758123514952 |
164 | 5 | 4.29096515557664 | 0.709034844423355 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.133820689502314 | 0.267641379004628 | 0.866179310497686 |
9 | 0.319656374390967 | 0.639312748781933 | 0.680343625609033 |
10 | 0.249974412896921 | 0.499948825793843 | 0.750025587103079 |
11 | 0.199084071939077 | 0.398168143878153 | 0.800915928060923 |
12 | 0.42204479397146 | 0.844089587942921 | 0.57795520602854 |
13 | 0.357698679568343 | 0.715397359136685 | 0.642301320431657 |
14 | 0.270453674960408 | 0.540907349920815 | 0.729546325039592 |
15 | 0.272403103634964 | 0.544806207269929 | 0.727596896365036 |
16 | 0.395946490981865 | 0.79189298196373 | 0.604053509018135 |
17 | 0.321856206422484 | 0.643712412844969 | 0.678143793577516 |
18 | 0.25129297440706 | 0.50258594881412 | 0.74870702559294 |
19 | 0.189096682943162 | 0.378193365886325 | 0.810903317056837 |
20 | 0.390156215081588 | 0.780312430163176 | 0.609843784918412 |
21 | 0.443871250062627 | 0.887742500125253 | 0.556128749937373 |
22 | 0.46341723980612 | 0.92683447961224 | 0.53658276019388 |
23 | 0.394979962737214 | 0.789959925474429 | 0.605020037262786 |
24 | 0.327603405527283 | 0.655206811054567 | 0.672396594472717 |
25 | 0.267252539953455 | 0.53450507990691 | 0.732747460046545 |
26 | 0.224683436373525 | 0.449366872747051 | 0.775316563626475 |
27 | 0.176596848138641 | 0.353193696277282 | 0.82340315186136 |
28 | 0.22936388127576 | 0.458727762551519 | 0.77063611872424 |
29 | 0.224500113103352 | 0.449000226206704 | 0.775499886896648 |
30 | 0.188737671504997 | 0.377475343009993 | 0.811262328495003 |
31 | 0.296199541812057 | 0.592399083624115 | 0.703800458187943 |
32 | 0.291098195320018 | 0.582196390640035 | 0.708901804679982 |
33 | 0.343394656691134 | 0.686789313382268 | 0.656605343308866 |
34 | 0.343120605324794 | 0.686241210649589 | 0.656879394675206 |
35 | 0.290716982801887 | 0.581433965603775 | 0.709283017198113 |
36 | 0.247553376429967 | 0.495106752859935 | 0.752446623570033 |
37 | 0.382374125419651 | 0.764748250839301 | 0.617625874580349 |
38 | 0.389333051245317 | 0.778666102490635 | 0.610666948754683 |
39 | 0.336623559174126 | 0.673247118348252 | 0.663376440825874 |
40 | 0.291355833639864 | 0.582711667279728 | 0.708644166360136 |
41 | 0.246856307832752 | 0.493712615665503 | 0.753143692167248 |
42 | 0.394632109648974 | 0.789264219297949 | 0.605367890351026 |
43 | 0.345358045483173 | 0.690716090966347 | 0.654641954516827 |
44 | 0.302867947464906 | 0.605735894929812 | 0.697132052535094 |
45 | 0.261941512504732 | 0.523883025009465 | 0.738058487495268 |
46 | 0.225862218921971 | 0.451724437843942 | 0.774137781078029 |
47 | 0.190971063159975 | 0.38194212631995 | 0.809028936840025 |
48 | 0.192839396563966 | 0.385678793127932 | 0.807160603436034 |
49 | 0.163207334193617 | 0.326414668387235 | 0.836792665806383 |
50 | 0.149473121104521 | 0.298946242209043 | 0.850526878895479 |
51 | 0.124198271214644 | 0.248396542429289 | 0.875801728785356 |
52 | 0.101733441047183 | 0.203466882094366 | 0.898266558952817 |
53 | 0.124682868804821 | 0.249365737609641 | 0.87531713119518 |
54 | 0.100809780922882 | 0.201619561845764 | 0.899190219077118 |
55 | 0.118362165456765 | 0.236724330913529 | 0.881637834543235 |
56 | 0.099787990805652 | 0.199575981611304 | 0.900212009194348 |
57 | 0.083389097606892 | 0.166778195213784 | 0.916610902393108 |
58 | 0.0677958736176487 | 0.135591747235297 | 0.932204126382351 |
59 | 0.0535062715902897 | 0.107012543180579 | 0.94649372840971 |
60 | 0.0414398411736243 | 0.0828796823472485 | 0.958560158826376 |
61 | 0.0650305257326307 | 0.130061051465261 | 0.93496947426737 |
62 | 0.0545116997380662 | 0.109023399476132 | 0.945488300261934 |
63 | 0.0465952210627537 | 0.0931904421255074 | 0.953404778937246 |
64 | 0.0459773427007957 | 0.0919546854015914 | 0.954022657299204 |
65 | 0.0474145101179924 | 0.0948290202359848 | 0.952585489882008 |
66 | 0.0477926725077276 | 0.0955853450154552 | 0.952207327492272 |
67 | 0.0390851307166816 | 0.0781702614333632 | 0.960914869283318 |
68 | 0.045409983813251 | 0.090819967626502 | 0.95459001618675 |
69 | 0.036720283442037 | 0.073440566884074 | 0.963279716557963 |
70 | 0.0285943117617406 | 0.0571886235234813 | 0.97140568823826 |
71 | 0.0220903660277486 | 0.0441807320554971 | 0.977909633972251 |
72 | 0.0174197514050378 | 0.0348395028100756 | 0.982580248594962 |
73 | 0.0195499119366014 | 0.0390998238732029 | 0.980450088063399 |
74 | 0.0148413180946972 | 0.0296826361893943 | 0.985158681905303 |
75 | 0.0288149139154866 | 0.0576298278309731 | 0.971185086084513 |
76 | 0.0227582515209071 | 0.0455165030418142 | 0.977241748479093 |
77 | 0.0220427250698058 | 0.0440854501396116 | 0.977957274930194 |
78 | 0.0167900784967183 | 0.0335801569934367 | 0.983209921503282 |
79 | 0.0204048875293876 | 0.0408097750587753 | 0.979595112470612 |
80 | 0.0187072623201262 | 0.0374145246402524 | 0.981292737679874 |
81 | 0.0245662702444722 | 0.0491325404889443 | 0.975433729755528 |
82 | 0.0256895831946201 | 0.0513791663892402 | 0.97431041680538 |
83 | 0.020282509459526 | 0.0405650189190519 | 0.979717490540474 |
84 | 0.0173532719865661 | 0.0347065439731323 | 0.982646728013434 |
85 | 0.0131413831389812 | 0.0262827662779624 | 0.986858616861019 |
86 | 0.010447180939726 | 0.020894361879452 | 0.989552819060274 |
87 | 0.0083662660930784 | 0.0167325321861568 | 0.991633733906922 |
88 | 0.00608834843765687 | 0.0121766968753137 | 0.993911651562343 |
89 | 0.00684250807522279 | 0.0136850161504456 | 0.993157491924777 |
90 | 0.0119231890351997 | 0.0238463780703994 | 0.9880768109648 |
91 | 0.0116001612968092 | 0.0232003225936183 | 0.98839983870319 |
92 | 0.00892326654276543 | 0.0178465330855309 | 0.991076733457235 |
93 | 0.0070029281960632 | 0.0140058563921264 | 0.992997071803937 |
94 | 0.00580242641696784 | 0.0116048528339357 | 0.994197573583032 |
95 | 0.100852092701543 | 0.201704185403086 | 0.899147907298457 |
96 | 0.0840785900544085 | 0.168157180108817 | 0.915921409945592 |
97 | 0.0721880492252324 | 0.144376098450465 | 0.927811950774768 |
98 | 0.0598712465240246 | 0.119742493048049 | 0.940128753475975 |
99 | 0.0475710992039209 | 0.0951421984078419 | 0.952428900796079 |
100 | 0.0415809929542151 | 0.0831619859084303 | 0.958419007045785 |
101 | 0.0355356407122838 | 0.0710712814245676 | 0.964464359287716 |
102 | 0.0319528497621284 | 0.0639056995242568 | 0.968047150237872 |
103 | 0.0292735812212021 | 0.0585471624424043 | 0.970726418778798 |
104 | 0.0253125031341845 | 0.0506250062683689 | 0.974687496865816 |
105 | 0.0200370469106977 | 0.0400740938213953 | 0.979962953089302 |
106 | 0.0156861746768063 | 0.0313723493536126 | 0.984313825323194 |
107 | 0.0221093352810347 | 0.0442186705620694 | 0.977890664718965 |
108 | 0.0713567518655759 | 0.142713503731152 | 0.928643248134424 |
109 | 0.087650094553616 | 0.175300189107232 | 0.912349905446384 |
110 | 0.0736619531410269 | 0.147323906282054 | 0.926338046858973 |
111 | 0.058199438417683 | 0.116398876835366 | 0.941800561582317 |
112 | 0.0470572427705939 | 0.0941144855411879 | 0.952942757229406 |
113 | 0.0393699831428389 | 0.0787399662856777 | 0.960630016857161 |
114 | 0.0537667338574944 | 0.107533467714989 | 0.946233266142506 |
115 | 0.0539198923412561 | 0.107839784682512 | 0.946080107658744 |
116 | 0.0424856830749767 | 0.0849713661499535 | 0.957514316925023 |
117 | 0.0414553241069714 | 0.0829106482139428 | 0.958544675893029 |
118 | 0.0319080504509564 | 0.0638161009019127 | 0.968091949549044 |
119 | 0.0366749532809615 | 0.073349906561923 | 0.963325046719039 |
120 | 0.0321816375237236 | 0.0643632750474473 | 0.967818362476276 |
121 | 0.0251374466902512 | 0.0502748933805024 | 0.974862553309749 |
122 | 0.0590587955671055 | 0.118117591134211 | 0.940941204432895 |
123 | 0.0498706394503642 | 0.0997412789007284 | 0.950129360549636 |
124 | 0.798164562943743 | 0.403670874112513 | 0.201835437056257 |
125 | 0.773743664592225 | 0.452512670815549 | 0.226256335407775 |
126 | 0.747199803641702 | 0.505600392716597 | 0.252800196358298 |
127 | 0.730149466739614 | 0.539701066520772 | 0.269850533260386 |
128 | 0.691104676765559 | 0.617790646468882 | 0.308895323234441 |
129 | 0.642741997273814 | 0.714516005452373 | 0.357258002726186 |
130 | 0.603827844322597 | 0.792344311354806 | 0.396172155677403 |
131 | 0.561449629145578 | 0.877100741708844 | 0.438550370854422 |
132 | 0.55468946482415 | 0.8906210703517 | 0.44531053517585 |
133 | 0.643717124875405 | 0.71256575024919 | 0.356282875124595 |
134 | 0.62461007941165 | 0.7507798411767 | 0.37538992058835 |
135 | 0.692262104519914 | 0.615475790960173 | 0.307737895480086 |
136 | 0.885490220997606 | 0.229019558004787 | 0.114509779002394 |
137 | 0.919519597007871 | 0.160960805984258 | 0.0804804029921289 |
138 | 0.9167464605523 | 0.166507078895402 | 0.0832535394477009 |
139 | 0.89224614020421 | 0.215507719591581 | 0.10775385979579 |
140 | 0.92386925130667 | 0.152261497386659 | 0.0761307486933295 |
141 | 0.893045845247806 | 0.213908309504388 | 0.106954154752194 |
142 | 0.855378471379569 | 0.289243057240863 | 0.144621528620431 |
143 | 0.814780132189594 | 0.370439735620811 | 0.185219867810406 |
144 | 0.882569447535074 | 0.234861104929851 | 0.117430552464926 |
145 | 0.850551211039718 | 0.298897577920564 | 0.149448788960282 |
146 | 0.80170913174145 | 0.396581736517099 | 0.198290868258549 |
147 | 0.737193494550858 | 0.525613010898283 | 0.262806505449142 |
148 | 0.697204941313029 | 0.605590117373941 | 0.302795058686971 |
149 | 0.627999949946462 | 0.744000100107076 | 0.372000050053538 |
150 | 0.688288113884217 | 0.623423772231566 | 0.311711886115783 |
151 | 0.797517655535363 | 0.404964688929273 | 0.202482344464637 |
152 | 0.741701913453388 | 0.516596173093223 | 0.258298086546612 |
153 | 0.839607132706126 | 0.320785734587747 | 0.160392867293874 |
154 | 0.920367119522666 | 0.159265760954668 | 0.0796328804773338 |
155 | 0.843262473642822 | 0.313475052714355 | 0.156737526357178 |
156 | 0.71976438462124 | 0.56047123075752 | 0.28023561537876 |
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 | 25 | 0.167785234899329 | NOK |
10% type I error level | 51 | 0.342281879194631 | NOK |