Multiple Linear Regression - Estimated Regression Equation |
Reviewed_compendiums[t] = + 0.843449171232774 + 0.00528823940014578Total_time[t] + 0.000916445389594762Logins[t] + 0.254727511090191long_feedback[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) | 0.843449171232774 | 0.287285 | 2.9359 | 0.003816 | 0.001908 |
Total_time | 0.00528823940014578 | 0.009451 | 0.5595 | 0.57658 | 0.28829 |
Logins | 0.000916445389594762 | 0.004937 | 0.1856 | 0.852958 | 0.426479 |
long_feedback | 0.254727511090191 | 0.004707 | 54.1156 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.987562453991805 |
R-squared | 0.975279600534316 |
Adjusted R-squared | 0.974816093044334 |
F-TEST (value) | 2104.12910603253 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 160 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.38288082019299 |
Sum Squared Residuals | 305.97749805722 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 26 | 26.3542154189932 | -0.354215418993183 |
2 | 20 | 20.6286992886283 | -0.628699288628332 |
3 | 24 | 23.96932064568 | 0.0306793543199644 |
4 | 25 | 25.5900540264822 | -0.590054026482182 |
5 | 15 | 11.4423197012602 | 3.5576802987398 |
6 | 16 | 17.2172347689607 | -1.21723476896066 |
7 | 20 | 20.7247203414358 | -0.724720341435792 |
8 | 18 | 17.9729638294953 | 0.0270361705046694 |
9 | 19 | 19.3897911352698 | -0.389791135269786 |
10 | 20 | 20.1617631598452 | -0.161763159845179 |
11 | 30 | 29.9250154973098 | 0.0749845026901775 |
12 | 37 | 36.5068189551765 | 0.493181044823547 |
13 | 23 | 20.3924947499203 | 2.60750525007973 |
14 | 36 | 32.4969673866937 | 3.50303261330633 |
15 | 29 | 29.1218457778079 | -0.12184577780788 |
16 | 35 | 35.2055648978542 | -0.205564897854158 |
17 | 24 | 24.5829134083647 | -0.582913408364675 |
18 | 22 | 22.3707977771933 | -0.370797777193308 |
19 | 19 | 19.3840669816301 | -0.384066981630068 |
20 | 30 | 30.4178799410016 | -0.417879941001565 |
21 | 27 | 26.3505162237307 | 0.64948377626932 |
22 | 26 | 24.7508139194455 | 1.24918608055454 |
23 | 15 | 15.2602422987806 | -0.260242298780607 |
24 | 30 | 31.5991323061134 | -1.59913230611344 |
25 | 28 | 28.3848290224322 | -0.384829022432186 |
26 | 24 | 24.0646123774617 | -0.0646123774617056 |
27 | 21 | 21.024015957442 | -0.0240159574420171 |
28 | 27 | 27.3671495767882 | -0.367149576788186 |
29 | 21 | 21.6645504163905 | -0.664550416390454 |
30 | 30 | 30.1935943167521 | -0.193594316752058 |
31 | 30 | 30.4639061718777 | -0.46390617187772 |
32 | 33 | 31.1354910781677 | 1.86450892183229 |
33 | 30 | 29.9851049519721 | 0.0148950480279407 |
34 | 20 | 20.0630726782516 | -0.0630726782516288 |
35 | 27 | 27.4895780119618 | -0.489578011961772 |
36 | 25 | 24.8127063155992 | 0.187293684400849 |
37 | 30 | 30.3470302339736 | -0.347030233973596 |
38 | 20 | 20.4278100959692 | -0.42781009596923 |
39 | 8 | 7.86385205490667 | 0.136147945093333 |
40 | 24 | 24.6855357894329 | -0.685535789432872 |
41 | 25 | 25.6770418753113 | -0.677041875311337 |
42 | 25 | 24.4863106779309 | 0.513689322069137 |
43 | 21 | 20.4506422523348 | 0.54935774766517 |
44 | 21 | 21.1144734501863 | -0.114473450186282 |
45 | 21 | 15.5446195980813 | 5.45538040191866 |
46 | 26 | 26.5985934504485 | -0.598593450448496 |
47 | 26 | 21.8853494716449 | 4.11465052835509 |
48 | 30 | 29.911383950035 | 0.0886160499649904 |
49 | 34 | 34.0931827918395 | -0.093182791839532 |
50 | 30 | 29.0918085644856 | 0.90819143551442 |
51 | 18 | 20.9498711449311 | -2.94987114493111 |
52 | 4 | 3.95770508661335 | 0.0422949133866516 |
53 | 31 | 30.4524165053739 | 0.547583494626101 |
54 | 18 | 18.0212966858795 | -0.0212966858794766 |
55 | 14 | 14.2864881597134 | -0.286488159713442 |
56 | 20 | 20.4824755986985 | -0.482475598698537 |
57 | 36 | 36.3134732004268 | -0.313473200426845 |
58 | 24 | 24.6726299196908 | -0.672629919690793 |
59 | 26 | 24.91334778664 | 1.08665221336001 |
60 | 22 | 22.2405489484457 | -0.24054894844571 |
61 | 31 | 31.3401610319065 | -0.340161031906497 |
62 | 21 | 20.8319298420885 | 0.168070157911545 |
63 | 31 | 32.1910460627305 | -1.1910460627305 |
64 | 26 | 26.3671146953214 | -0.367114695321432 |
65 | 24 | 24.5228072400856 | -0.52280724008563 |
66 | 15 | 15.818385860833 | -0.818385860833022 |
67 | 19 | 19.6840409316817 | -0.68404093168166 |
68 | 28 | 27.3872774269182 | 0.612722573081812 |
69 | 24 | 24.545096810411 | -0.54509681041104 |
70 | 18 | 18.5865907572425 | -0.586590757242508 |
71 | 25 | 25.2473276055266 | -0.247327605526551 |
72 | 20 | 20.3304502848202 | -0.330450284820236 |
73 | 25 | 25.2689001428432 | -0.268900142843191 |
74 | 24 | 24.5266210138332 | -0.526621013833236 |
75 | 23 | 23.434247772615 | -0.434247772614989 |
76 | 25 | 25.3642645439194 | -0.36426454391939 |
77 | 20 | 20.547001325753 | -0.547001325753042 |
78 | 23 | 23.2138892483159 | -0.213889248315945 |
79 | 22 | 22.4047562942861 | -0.404756294286105 |
80 | 25 | 25.2578598396921 | -0.257859839692068 |
81 | 18 | 18.592260369948 | -0.592260369947996 |
82 | 30 | 30.6024084787422 | -0.602408478742232 |
83 | 22 | 22.2294785350885 | -0.229478535088544 |
84 | 25 | 13.0683901557542 | 11.9316098442458 |
85 | 8 | 8.11764696207448 | -0.11764696207448 |
86 | 21 | 21.1631281973666 | -0.163128197366641 |
87 | 22 | 22.1607756608096 | -0.16077566080957 |
88 | 24 | 24.7151194543038 | -0.715119454303823 |
89 | 30 | 26.1078448018342 | 3.89215519816576 |
90 | 27 | 27.3175989699466 | -0.317598969946644 |
91 | 24 | 23.7571315238416 | 0.242868476158369 |
92 | 25 | 25.3110332763807 | -0.31103327638074 |
93 | 21 | 20.9152146220005 | 0.0847853779994737 |
94 | 24 | 24.5742728367704 | -0.574272836770382 |
95 | 24 | 24.6005230695764 | -0.600523069576427 |
96 | 20 | 20.4192311934071 | -0.419231193407075 |
97 | 20 | 18.1458589716727 | 1.85414102832725 |
98 | 24 | 24.6066230929815 | -0.606623092981483 |
99 | 40 | 39.687762134951 | 0.312237865049005 |
100 | 22 | 22.4144047942404 | -0.414404794240424 |
101 | 31 | 31.1881107254512 | -0.188110725451247 |
102 | 26 | 26.1125228628875 | -0.112522862887464 |
103 | 20 | 20.4606903268768 | -0.460690326876814 |
104 | 19 | 19.0055193660289 | -0.00551936602885669 |
105 | 15 | 15.5914388752944 | -0.591438875294432 |
106 | 21 | 21.2382425407108 | -0.238242540710826 |
107 | 22 | 22.2312926747232 | -0.231292674723168 |
108 | 24 | 24.6126865820455 | -0.612686582045525 |
109 | 19 | 20.0862059772661 | -1.08620597726607 |
110 | 24 | 25.240222295428 | -1.240222295428 |
111 | 23 | 23.5574150991022 | -0.557415099102191 |
112 | 27 | 26.3203705107887 | 0.679629489211345 |
113 | 1 | 0.886308523841744 | 0.113691476158256 |
114 | 24 | 24.2572054313386 | -0.257205431338613 |
115 | 11 | 9.10850583435175 | 1.89149416564825 |
116 | 27 | 26.7352714266364 | 0.264728573363599 |
117 | 22 | 22.6757760182321 | -0.675776018232061 |
118 | 0 | 0.889039684223047 | -0.889039684223047 |
119 | 17 | 16.407565498872 | 0.592434501127978 |
120 | 8 | 7.27519517547708 | 0.724804824522917 |
121 | 24 | 24.115768369782 | -0.115768369782002 |
122 | 31 | 30.3712345352731 | 0.628765464726945 |
123 | 24 | 24.4338900909938 | -0.433890090993805 |
124 | 20 | 19.0652149714444 | 0.934785028555636 |
125 | 8 | 7.80838577514669 | 0.191614224853307 |
126 | 22 | 22.1423613775674 | -0.142361377567377 |
127 | 33 | 33.2684113387509 | -0.268411338750902 |
128 | 33 | 32.9179053571732 | 0.0820946428268075 |
129 | 31 | 31.5606699311921 | -0.560669931192141 |
130 | 33 | 33.5497708418105 | -0.549770841810507 |
131 | 35 | 35.164835313923 | -0.164835313922989 |
132 | 21 | 21.1923971199498 | -0.192397119949836 |
133 | 20 | 20.3416479489946 | -0.341647948994575 |
134 | 24 | 24.7345405812011 | -0.7345405812011 |
135 | 29 | 29.125020794501 | -0.125020794501 |
136 | 20 | 20.2914019508171 | -0.291401950817075 |
137 | 27 | 26.7670627909386 | 0.232937209061426 |
138 | 24 | 23.2022183909568 | 0.797781609043214 |
139 | 26 | 25.8291316185695 | 0.170868381430511 |
140 | 26 | 25.2775394418082 | 0.722460558191833 |
141 | 12 | 13.2476212665261 | -1.2476212665261 |
142 | 21 | 21.661992824493 | -0.661992824492982 |
143 | 24 | 24.2969595882737 | -0.296959588273738 |
144 | 21 | 21.2791698176 | -0.279169817599969 |
145 | 30 | 30.2352937632038 | -0.235293763203761 |
146 | 32 | 31.5456566436668 | 0.454343356333192 |
147 | 24 | 23.7638890841534 | 0.236110915846603 |
148 | 29 | 29.4518991279946 | -0.451899127994581 |
149 | 0 | 0.843449171232773 | -0.843449171232773 |
150 | 0 | 0.874189641881316 | -0.874189641881316 |
151 | 0 | 0.844509574249306 | -0.844509574249306 |
152 | 0 | 0.845950436714513 | -0.845950436714513 |
153 | 0 | 0.843449171232773 | -0.843449171232773 |
154 | 0 | 0.843449171232773 | -0.843449171232773 |
155 | 20 | 19.9489857383118 | 0.0510142616882116 |
156 | 27 | 28.4374567320438 | -1.43745673204383 |
157 | 0 | 0.843449171232773 | -0.843449171232773 |
158 | 0 | 0.847413150735691 | -0.847413150735691 |
159 | 0 | 0.858606408024472 | -0.858606408024472 |
160 | 5 | 4.7512322038191 | 0.248767796180904 |
161 | 1 | 1.89271720275282 | -0.892717202752816 |
162 | 23 | 21.8639157472566 | 1.13608425274341 |
163 | 0 | 0.846705479785597 | -0.846705479785597 |
164 | 16 | 14.7839184755354 | 1.21608152446457 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.789496287895854 | 0.421007424208292 | 0.210503712104146 |
8 | 0.66695687021791 | 0.666086259564179 | 0.33304312978209 |
9 | 0.550011969175252 | 0.899976061649497 | 0.449988030824748 |
10 | 0.418846517323991 | 0.837693034647982 | 0.581153482676009 |
11 | 0.441902805911986 | 0.883805611823973 | 0.558097194088014 |
12 | 0.466938773110413 | 0.933877546220827 | 0.533061226889587 |
13 | 0.619750369953397 | 0.760499260093205 | 0.380249630046603 |
14 | 0.904089175597174 | 0.191821648805652 | 0.095910824402826 |
15 | 0.86677736779501 | 0.266445264409979 | 0.133222632204989 |
16 | 0.81891210106084 | 0.36217579787832 | 0.18108789893916 |
17 | 0.796140089110285 | 0.407719821779431 | 0.203859910889715 |
18 | 0.735963562827537 | 0.528072874344926 | 0.264036437172463 |
19 | 0.685535798054345 | 0.62892840389131 | 0.314464201945655 |
20 | 0.636011273133986 | 0.727977453732028 | 0.363988726866014 |
21 | 0.569528288437878 | 0.860943423124244 | 0.430471711562122 |
22 | 0.519856262559083 | 0.960287474881833 | 0.480143737440916 |
23 | 0.465116510151739 | 0.930233020303479 | 0.534883489848261 |
24 | 0.519384564158463 | 0.961230871683074 | 0.480615435841537 |
25 | 0.453583505701554 | 0.907167011403107 | 0.546416494298446 |
26 | 0.388780034614001 | 0.777560069228002 | 0.611219965386 |
27 | 0.326872805075711 | 0.653745610151421 | 0.673127194924289 |
28 | 0.276639510650304 | 0.553279021300608 | 0.723360489349696 |
29 | 0.243166983594944 | 0.486333967189888 | 0.756833016405056 |
30 | 0.200482022664116 | 0.400964045328232 | 0.799517977335884 |
31 | 0.165490908327795 | 0.330981816655589 | 0.834509091672205 |
32 | 0.207300222284227 | 0.414600444568455 | 0.792699777715772 |
33 | 0.166711236607033 | 0.333422473214066 | 0.833288763392967 |
34 | 0.132293641999064 | 0.264587283998128 | 0.867706358000936 |
35 | 0.111076105914788 | 0.222152211829577 | 0.888923894085212 |
36 | 0.085623068361687 | 0.171246136723374 | 0.914376931638313 |
37 | 0.0664199262072684 | 0.132839852414537 | 0.933580073792732 |
38 | 0.0517721607284837 | 0.103544321456967 | 0.948227839271516 |
39 | 0.0382363382199761 | 0.0764726764399521 | 0.961763661780024 |
40 | 0.0290511089427612 | 0.0581022178855225 | 0.970948891057239 |
41 | 0.0236336652222675 | 0.0472673304445349 | 0.976366334777732 |
42 | 0.0175141740796159 | 0.0350283481592319 | 0.982485825920384 |
43 | 0.0129753983454798 | 0.0259507966909596 | 0.98702460165452 |
44 | 0.00912118520008506 | 0.0182423704001701 | 0.990878814799915 |
45 | 0.348500882553807 | 0.697001765107614 | 0.651499117446193 |
46 | 0.308133264628155 | 0.616266529256311 | 0.691866735371845 |
47 | 0.63920925512894 | 0.72158148974212 | 0.36079074487106 |
48 | 0.591185549678201 | 0.817628900643598 | 0.408814450321799 |
49 | 0.542126727537936 | 0.915746544924128 | 0.457873272462064 |
50 | 0.510462581610594 | 0.979074836778813 | 0.489537418389406 |
51 | 0.706926485298703 | 0.586147029402593 | 0.293073514701297 |
52 | 0.673197978630003 | 0.653604042739993 | 0.326802021369997 |
53 | 0.638752365906731 | 0.722495268186537 | 0.361247634093269 |
54 | 0.59612333498894 | 0.80775333002212 | 0.40387666501106 |
55 | 0.557182251846805 | 0.885635496306389 | 0.442817748153194 |
56 | 0.51629580349221 | 0.967408393015581 | 0.48370419650779 |
57 | 0.47003308653354 | 0.94006617306708 | 0.52996691346646 |
58 | 0.435461630680137 | 0.870923261360274 | 0.564538369319863 |
59 | 0.417063906155796 | 0.834127812311592 | 0.582936093844204 |
60 | 0.374313377567414 | 0.748626755134827 | 0.625686622432586 |
61 | 0.33188911497953 | 0.66377822995906 | 0.66811088502047 |
62 | 0.290294797622063 | 0.580589595244125 | 0.709705202377937 |
63 | 0.280346918111946 | 0.560693836223891 | 0.719653081888054 |
64 | 0.24502840758818 | 0.49005681517636 | 0.75497159241182 |
65 | 0.215765606793377 | 0.431531213586755 | 0.784234393206623 |
66 | 0.199689597412054 | 0.399379194824108 | 0.800310402587946 |
67 | 0.179520902751072 | 0.359041805502144 | 0.820479097248928 |
68 | 0.155537426531443 | 0.311074853062886 | 0.844462573468557 |
69 | 0.133824352122027 | 0.267648704244053 | 0.866175647877973 |
70 | 0.116573746833475 | 0.23314749366695 | 0.883426253166525 |
71 | 0.096315802911211 | 0.192631605822422 | 0.903684197088789 |
72 | 0.079999267144553 | 0.159998534289106 | 0.920000732855447 |
73 | 0.0648709218057616 | 0.129741843611523 | 0.935129078194238 |
74 | 0.0534037520312129 | 0.106807504062426 | 0.946596247968787 |
75 | 0.04332963724745 | 0.0866592744949 | 0.95667036275255 |
76 | 0.0342970170641774 | 0.0685940341283549 | 0.965702982935823 |
77 | 0.0276557045718874 | 0.0553114091437748 | 0.972344295428113 |
78 | 0.0213690667123906 | 0.0427381334247813 | 0.97863093328761 |
79 | 0.0166829899670973 | 0.0333659799341946 | 0.983317010032903 |
80 | 0.0126143984325777 | 0.0252287968651555 | 0.987385601567422 |
81 | 0.0100134639139818 | 0.0200269278279635 | 0.989986536086018 |
82 | 0.0077618684091574 | 0.0155237368183148 | 0.992238131590843 |
83 | 0.00569970603998779 | 0.0113994120799756 | 0.994300293960012 |
84 | 0.999999999991222 | 1.75559208350561e-11 | 8.77796041752803e-12 |
85 | 0.999999999983177 | 3.36463099042285e-11 | 1.68231549521143e-11 |
86 | 0.999999999962989 | 7.40225576517483e-11 | 3.70112788258742e-11 |
87 | 0.999999999919659 | 1.60682429473428e-10 | 8.03412147367142e-11 |
88 | 0.999999999848462 | 3.03075432087786e-10 | 1.51537716043893e-10 |
89 | 0.999999999999999 | 2.61726581306073e-15 | 1.30863290653037e-15 |
90 | 0.999999999999997 | 6.74203980680771e-15 | 3.37101990340385e-15 |
91 | 0.999999999999992 | 1.61307727135695e-14 | 8.06538635678474e-15 |
92 | 0.99999999999998 | 4.04248161740396e-14 | 2.02124080870198e-14 |
93 | 0.999999999999949 | 1.01659582400991e-13 | 5.08297912004956e-14 |
94 | 0.999999999999894 | 2.12133585959745e-13 | 1.06066792979873e-13 |
95 | 0.999999999999785 | 4.30143532975456e-13 | 2.15071766487728e-13 |
96 | 0.999999999999524 | 9.51416636640106e-13 | 4.75708318320053e-13 |
97 | 0.999999999999977 | 4.58713765892047e-14 | 2.29356882946024e-14 |
98 | 0.99999999999995 | 9.85558622936485e-14 | 4.92779311468243e-14 |
99 | 0.999999999999884 | 2.31835651176547e-13 | 1.15917825588274e-13 |
100 | 0.999999999999704 | 5.91444494590033e-13 | 2.95722247295017e-13 |
101 | 0.999999999999255 | 1.49029719722803e-12 | 7.45148598614017e-13 |
102 | 0.999999999998078 | 3.84452509557775e-12 | 1.92226254778887e-12 |
103 | 0.999999999995497 | 9.00632999128322e-12 | 4.50316499564161e-12 |
104 | 0.999999999988706 | 2.25888234161409e-11 | 1.12944117080704e-11 |
105 | 0.999999999976084 | 4.78321084759603e-11 | 2.39160542379802e-11 |
106 | 0.999999999943458 | 1.13084403303142e-10 | 5.65422016515708e-11 |
107 | 0.999999999866727 | 2.66546238049894e-10 | 1.33273119024947e-10 |
108 | 0.999999999732873 | 5.34254000832913e-10 | 2.67127000416457e-10 |
109 | 0.99999999976534 | 4.69319733269317e-10 | 2.34659866634658e-10 |
110 | 0.999999999863393 | 2.73213317392261e-10 | 1.36606658696131e-10 |
111 | 0.99999999972932 | 5.41360853635326e-10 | 2.70680426817663e-10 |
112 | 0.999999999567327 | 8.65346745890074e-10 | 4.32673372945037e-10 |
113 | 0.99999999927566 | 1.44867804389409e-09 | 7.24339021947047e-10 |
114 | 0.999999998336903 | 3.32619392704599e-09 | 1.663096963523e-09 |
115 | 0.999999999979607 | 4.07852795492651e-11 | 2.03926397746325e-11 |
116 | 0.999999999945403 | 1.09193682551349e-10 | 5.45968412756743e-11 |
117 | 0.999999999872435 | 2.55129991398824e-10 | 1.27564995699412e-10 |
118 | 0.999999999748762 | 5.02476836660985e-10 | 2.51238418330492e-10 |
119 | 0.999999999776412 | 4.47176830084345e-10 | 2.23588415042172e-10 |
120 | 0.999999999881969 | 2.36062677024017e-10 | 1.18031338512009e-10 |
121 | 0.999999999689366 | 6.21267666061037e-10 | 3.10633833030518e-10 |
122 | 0.99999999934617 | 1.30765886055297e-09 | 6.53829430276483e-10 |
123 | 0.999999998749235 | 2.50152915912835e-09 | 1.25076457956417e-09 |
124 | 0.999999999146164 | 1.70767139831622e-09 | 8.5383569915811e-10 |
125 | 0.99999999882937 | 2.34125925850234e-09 | 1.17062962925117e-09 |
126 | 0.99999999681989 | 6.36021982829593e-09 | 3.18010991414796e-09 |
127 | 0.999999993144187 | 1.37116267718053e-08 | 6.85581338590264e-09 |
128 | 0.999999983182984 | 3.36340317298718e-08 | 1.68170158649359e-08 |
129 | 0.999999972173079 | 5.5653842563464e-08 | 2.7826921281732e-08 |
130 | 0.999999965891276 | 6.82174475669725e-08 | 3.41087237834863e-08 |
131 | 0.99999992793569 | 1.44128618422923e-07 | 7.20643092114614e-08 |
132 | 0.999999822263227 | 3.55473545041109e-07 | 1.77736772520554e-07 |
133 | 0.999999616151297 | 7.67697405588156e-07 | 3.83848702794078e-07 |
134 | 0.999999271765254 | 1.45646949115968e-06 | 7.28234745579838e-07 |
135 | 0.999998395367265 | 3.20926546940118e-06 | 1.60463273470059e-06 |
136 | 0.999997495775016 | 5.00844996768482e-06 | 2.50422498384241e-06 |
137 | 0.99999604989886 | 7.90020227863696e-06 | 3.95010113931848e-06 |
138 | 0.999995767783662 | 8.46443267645796e-06 | 4.23221633822898e-06 |
139 | 0.999991136534481 | 1.7726931037629e-05 | 8.86346551881451e-06 |
140 | 0.999986739749115 | 2.65205017698107e-05 | 1.32602508849054e-05 |
141 | 0.999979307580827 | 4.1384838345998e-05 | 2.0692419172999e-05 |
142 | 0.999948450801008 | 0.000103098397984901 | 5.15491989924507e-05 |
143 | 0.999886502495917 | 0.000226995008166648 | 0.000113497504083324 |
144 | 0.999742490846082 | 0.000515018307836901 | 0.00025750915391845 |
145 | 0.999510461261043 | 0.000979077477913938 | 0.000489538738956969 |
146 | 0.998898316042935 | 0.0022033679141291 | 0.00110168395706455 |
147 | 0.997536289848099 | 0.00492742030380169 | 0.00246371015190084 |
148 | 0.996994511174343 | 0.0060109776513146 | 0.0030054888256573 |
149 | 0.994071876372151 | 0.0118562472556972 | 0.00592812362784858 |
150 | 0.98822972315186 | 0.0235405536962814 | 0.0117702768481407 |
151 | 0.976924882783033 | 0.0461502344339347 | 0.0230751172169673 |
152 | 0.955596689519162 | 0.0888066209616768 | 0.0444033104808384 |
153 | 0.922850895843675 | 0.154298208312649 | 0.0771491041563246 |
154 | 0.872862599833976 | 0.254274800332048 | 0.127137400166024 |
155 | 0.882747258897089 | 0.234505482205823 | 0.117252741102911 |
156 | 0.999776458764985 | 0.000447082470030437 | 0.000223541235015219 |
157 | 0.999508183297454 | 0.000983633405092665 | 0.000491816702546332 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 67 | 0.443708609271523 | NOK |
5% type I error level | 80 | 0.529801324503311 | NOK |
10% type I error level | 86 | 0.56953642384106 | NOK |