Summary of computational transaction | |
Raw Input | view raw input (R code) |
Raw Output | view raw output of R engine |
Computing time | 2 seconds |
R Server | Big Analytics Cloud Computing Center |
Multiple Linear Regression - Estimated Regression Equation |
Learning[t] = + 5.5100460265441 + 0.114054780757305Connected[t] -0.0206657003468084Separate[t] + 0.54256426481915Software[t] + 0.0597091397316791Happiness[t] -0.0711620165288007Depression[t] + 0.0357610911025548Belonging[t] -0.0522339742838427Belonging_Final[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) | 5.5100460265441 | 2.596867 | 2.1218 | 0.035454 | 0.017727 |
Connected | 0.114054780757305 | 0.04689 | 2.4324 | 0.016145 | 0.008073 |
Separate | -0.0206657003468084 | 0.044811 | -0.4612 | 0.645324 | 0.322662 |
Software | 0.54256426481915 | 0.068952 | 7.8688 | 0 | 0 |
Happiness | 0.0597091397316791 | 0.076381 | 0.7817 | 0.435576 | 0.217788 |
Depression | -0.0711620165288007 | 0.05634 | -1.2631 | 0.208471 | 0.104236 |
Belonging | 0.0357610911025548 | 0.044531 | 0.8031 | 0.423173 | 0.211586 |
Belonging_Final | -0.0522339742838427 | 0.063958 | -0.8167 | 0.415366 | 0.207683 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.597252140020401 |
R-squared | 0.356710118758949 |
Adjusted R-squared | 0.327469669611628 |
F-TEST (value) | 12.1992010779915 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 154 |
p-value | 2.35689245897674e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.85031335255193 |
Sum Squared Residuals | 527.243563405321 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 16.1176010114952 | -3.11760101149523 |
2 | 16 | 15.968590457689 | 0.0314095423110496 |
3 | 19 | 16.1737913079047 | 2.82620869209529 |
4 | 15 | 11.736127344159 | 3.26387265584103 |
5 | 14 | 15.452637097449 | -1.45263709744898 |
6 | 13 | 14.8834893226671 | -1.88348932266713 |
7 | 19 | 15.0613613157009 | 3.93863868429912 |
8 | 15 | 16.5944113899983 | -1.59441138999828 |
9 | 14 | 15.8832986290019 | -1.88329862900192 |
10 | 15 | 12.4335389038549 | 2.56646109614508 |
11 | 16 | 15.1982303001062 | 0.801769699893772 |
12 | 16 | 16.1967107906881 | -0.196710790688067 |
13 | 16 | 15.3634266943478 | 0.63657330565222 |
14 | 16 | 15.3075485483858 | 0.692451451614243 |
15 | 17 | 17.3536454897514 | -0.353645489751349 |
16 | 15 | 15.0219820117331 | -0.0219820117331462 |
17 | 15 | 14.5515710856597 | 0.448428914340279 |
18 | 20 | 16.1282168592919 | 3.87178314070815 |
19 | 18 | 15.4125174517924 | 2.58748254820759 |
20 | 16 | 15.1974669169696 | 0.802533083030441 |
21 | 16 | 15.2413072789435 | 0.758692721056458 |
22 | 16 | 14.7098703292292 | 1.29012967077077 |
23 | 19 | 16.4155828316183 | 2.5844171683817 |
24 | 16 | 14.6825230126674 | 1.31747698733264 |
25 | 17 | 14.7715188140351 | 2.22848118596487 |
26 | 17 | 16.8811396748344 | 0.118860325165605 |
27 | 16 | 14.9627073533393 | 1.0372926466607 |
28 | 15 | 16.0428407120701 | -1.04284071207008 |
29 | 16 | 15.4408619857186 | 0.55913801428136 |
30 | 14 | 13.9609756665955 | 0.0390243334045292 |
31 | 15 | 15.5941864333835 | -0.594186433383494 |
32 | 12 | 12.1849031511977 | -0.184903151197657 |
33 | 14 | 15.1114906362315 | -1.11149063623154 |
34 | 16 | 15.4302007927359 | 0.569799207264141 |
35 | 14 | 15.6420243027548 | -1.6420243027548 |
36 | 7 | 12.902573456336 | -5.90257345633603 |
37 | 10 | 10.8668171646377 | -0.866817164637678 |
38 | 14 | 15.779490671898 | -1.77949067189796 |
39 | 16 | 14.2211559228343 | 1.77884407716566 |
40 | 16 | 14.5839249071753 | 1.41607509282467 |
41 | 16 | 15.0453839976902 | 0.954616002309846 |
42 | 14 | 15.5595766071838 | -1.5595766071838 |
43 | 20 | 17.9147171281587 | 2.08528287184129 |
44 | 14 | 14.2062028697073 | -0.206202869707288 |
45 | 14 | 14.8985465949208 | -0.898546594920809 |
46 | 11 | 15.59163412605 | -4.59163412604999 |
47 | 14 | 16.4250897991219 | -2.42508979912194 |
48 | 15 | 14.9316008225476 | 0.0683991774524223 |
49 | 16 | 15.1990473828132 | 0.800952617186769 |
50 | 14 | 16.0185860866674 | -2.01858608666736 |
51 | 16 | 16.490631866381 | -0.490631866380991 |
52 | 14 | 14.1117645059229 | -0.111764505922893 |
53 | 12 | 14.6847780076518 | -2.68477800765184 |
54 | 16 | 15.1906136784413 | 0.809386321558702 |
55 | 9 | 11.5175710839817 | -2.51757108398172 |
56 | 14 | 12.6286951224646 | 1.37130487753542 |
57 | 16 | 16.0923517617659 | -0.0923517617659242 |
58 | 16 | 15.08311716571 | 0.916882834289958 |
59 | 15 | 15.3237028828634 | -0.323702882863364 |
60 | 16 | 14.1312671012716 | 1.86873289872845 |
61 | 12 | 11.4292831319165 | 0.570716868083456 |
62 | 16 | 15.97761485165 | 0.0223851483499527 |
63 | 16 | 16.466440278449 | -0.466440278448961 |
64 | 14 | 14.370634890267 | -0.370634890266959 |
65 | 16 | 15.4359516886432 | 0.564048311356838 |
66 | 17 | 15.9063996466629 | 1.09360035333709 |
67 | 18 | 16.102069678043 | 1.89793032195701 |
68 | 18 | 14.6734546361936 | 3.32654536380641 |
69 | 12 | 15.8809142378122 | -3.88091423781219 |
70 | 16 | 15.4211608487746 | 0.578839151225446 |
71 | 10 | 13.449196578141 | -3.449196578141 |
72 | 14 | 14.3239482857985 | -0.323948285798515 |
73 | 18 | 16.5377944610183 | 1.46220553898167 |
74 | 18 | 17.1549069339804 | 0.845093066019575 |
75 | 16 | 15.726375413876 | 0.273624586124044 |
76 | 17 | 13.8871437600761 | 3.11285623992386 |
77 | 16 | 16.3659420879192 | -0.365942087919184 |
78 | 16 | 14.4511637276615 | 1.5488362723385 |
79 | 13 | 14.8428524594843 | -1.84285245948429 |
80 | 16 | 16.0260086189542 | -0.0260086189541552 |
81 | 16 | 15.5758780510833 | 0.42412194891667 |
82 | 20 | 16.772106282711 | 3.22789371728901 |
83 | 16 | 15.6917911907721 | 0.308208809227861 |
84 | 15 | 16.0247767745921 | -1.02477677459205 |
85 | 15 | 14.7435687005215 | 0.256431299478507 |
86 | 16 | 14.2682886939008 | 1.73171130609916 |
87 | 14 | 14.223327636188 | -0.223327636188003 |
88 | 16 | 15.3376632816263 | 0.66233671837371 |
89 | 16 | 14.5832697719889 | 1.41673022801113 |
90 | 15 | 14.2122719553821 | 0.78772804461795 |
91 | 12 | 13.4826033949017 | -1.4826033949017 |
92 | 17 | 17.0093460317475 | -0.00934603174745505 |
93 | 16 | 15.4868128956012 | 0.513187104398812 |
94 | 15 | 15.2856069919936 | -0.285606991993589 |
95 | 13 | 15.1789239840191 | -2.17892398401911 |
96 | 16 | 15.2183144625393 | 0.781685537460748 |
97 | 16 | 15.8594806492654 | 0.140519350734551 |
98 | 16 | 14.1841530890403 | 1.8158469109597 |
99 | 16 | 16.1599010879069 | -0.15990108790695 |
100 | 14 | 14.3405734839089 | -0.340573483908861 |
101 | 16 | 17.3668114814765 | -1.36681148147649 |
102 | 16 | 14.8129285354697 | 1.18707146453032 |
103 | 20 | 17.414779311581 | 2.58522068841896 |
104 | 15 | 14.5897897621568 | 0.410210237843215 |
105 | 16 | 14.5632726282959 | 1.43672737170409 |
106 | 13 | 15.3971712164423 | -2.39717121644233 |
107 | 17 | 16.0670095473568 | 0.932990452643164 |
108 | 16 | 15.9411223074884 | 0.0588776925115675 |
109 | 16 | 14.5979644522354 | 1.40203554776461 |
110 | 12 | 12.3115860011042 | -0.311586001104153 |
111 | 16 | 15.0121404103748 | 0.987859589625235 |
112 | 16 | 15.8970719882604 | 0.102928011739562 |
113 | 17 | 14.5482562756779 | 2.45174372432212 |
114 | 13 | 14.9988832654302 | -1.99888326543017 |
115 | 12 | 14.9367482002426 | -2.9367482002426 |
116 | 18 | 16.6728852143104 | 1.3271147856896 |
117 | 14 | 15.5475987133233 | -1.54759871332325 |
118 | 14 | 13.0175979270322 | 0.982402072967786 |
119 | 13 | 14.9879193660467 | -1.98791936604673 |
120 | 16 | 15.7250609825965 | 0.274939017403509 |
121 | 13 | 14.3338869887332 | -1.33388698873322 |
122 | 16 | 15.6958455948834 | 0.3041544051166 |
123 | 13 | 16.0238939705842 | -3.02389397058424 |
124 | 16 | 17.1298631050521 | -1.12986310505213 |
125 | 15 | 16.059438245305 | -1.05943824530504 |
126 | 16 | 16.8658061313194 | -0.865806131319395 |
127 | 15 | 15.5139115699994 | -0.513911569999372 |
128 | 17 | 16.3421620626012 | 0.657837937398818 |
129 | 15 | 13.8929061777708 | 1.10709382222919 |
130 | 12 | 15.0352367266114 | -3.03523672661142 |
131 | 16 | 14.2421207305797 | 1.75787926942027 |
132 | 10 | 13.3954993580855 | -3.39549935808545 |
133 | 16 | 14.1829785910847 | 1.81702140891525 |
134 | 12 | 14.0010798079533 | -2.00107980795329 |
135 | 14 | 15.7407983013774 | -1.74079830137736 |
136 | 15 | 15.1943517162197 | -0.194351716219725 |
137 | 13 | 12.3594647885484 | 0.640535211451569 |
138 | 15 | 14.5315975175447 | 0.468402482455293 |
139 | 11 | 13.2551506775076 | -2.2551506775076 |
140 | 12 | 13.4520494331797 | -1.45204943317969 |
141 | 8 | 13.4537200598596 | -5.45372005985959 |
142 | 16 | 13.1890740163979 | 2.81092598360207 |
143 | 15 | 13.4112109892864 | 1.58878901071358 |
144 | 17 | 16.6358908650862 | 0.364109134913822 |
145 | 16 | 14.9311741305242 | 1.06882586947583 |
146 | 10 | 14.2545472410445 | -4.25454724104455 |
147 | 18 | 16.0194087138778 | 1.98059128612218 |
148 | 13 | 15.2752928646931 | -2.27529286469313 |
149 | 16 | 15.2429799884548 | 0.757020011545189 |
150 | 13 | 13.1168401022919 | -0.116840102291915 |
151 | 10 | 13.208809379565 | -3.20880937956499 |
152 | 15 | 16.5256452894514 | -1.52564528945141 |
153 | 16 | 14.1980229520776 | 1.80197704792238 |
154 | 16 | 12.0904557977686 | 3.90954420223142 |
155 | 14 | 12.5466019952205 | 1.45339800477954 |
156 | 10 | 12.594466135854 | -2.59446613585404 |
157 | 17 | 17.0093460317475 | -0.00934603174745505 |
158 | 13 | 11.7116678035722 | 1.28833219642779 |
159 | 15 | 13.8929061777708 | 1.10709382222919 |
160 | 16 | 15.1705727060965 | 0.829427293903478 |
161 | 12 | 12.604839934877 | -0.604839934876993 |
162 | 13 | 12.6868364994311 | 0.313163500568875 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.391592737316464 | 0.783185474632928 | 0.608407262683536 |
12 | 0.6254943243076 | 0.749011351384799 | 0.3745056756924 |
13 | 0.486709110966603 | 0.973418221933206 | 0.513290889033397 |
14 | 0.460379032502385 | 0.920758065004771 | 0.539620967497614 |
15 | 0.351640382634584 | 0.703280765269167 | 0.648359617365416 |
16 | 0.267145938881103 | 0.534291877762205 | 0.732854061118897 |
17 | 0.217971969276914 | 0.435943938553829 | 0.782028030723086 |
18 | 0.419231086271127 | 0.838462172542255 | 0.580768913728873 |
19 | 0.342077757020335 | 0.684155514040669 | 0.657922242979665 |
20 | 0.262867097830822 | 0.525734195661644 | 0.737132902169178 |
21 | 0.203320554940341 | 0.406641109880683 | 0.796679445059659 |
22 | 0.185523847760744 | 0.371047695521488 | 0.814476152239256 |
23 | 0.370009803174081 | 0.740019606348163 | 0.629990196825919 |
24 | 0.406334223437289 | 0.812668446874578 | 0.593665776562711 |
25 | 0.395346365960103 | 0.790692731920206 | 0.604653634039897 |
26 | 0.357806583905505 | 0.715613167811011 | 0.642193416094495 |
27 | 0.417480679975861 | 0.834961359951723 | 0.582519320024139 |
28 | 0.4237379098368 | 0.8474758196736 | 0.5762620901632 |
29 | 0.404994581979501 | 0.809989163959002 | 0.595005418020499 |
30 | 0.446979809793499 | 0.893959619586998 | 0.553020190206501 |
31 | 0.388960387822835 | 0.777920775645669 | 0.611039612177165 |
32 | 0.342451535732888 | 0.684903071465777 | 0.657548464267112 |
33 | 0.319171912792347 | 0.638343825584694 | 0.680828087207653 |
34 | 0.286039861582081 | 0.572079723164162 | 0.713960138417919 |
35 | 0.245073281748215 | 0.490146563496429 | 0.754926718251785 |
36 | 0.829140931634887 | 0.341718136730226 | 0.170859068365113 |
37 | 0.802778452692216 | 0.394443094615567 | 0.197221547307784 |
38 | 0.796786492944589 | 0.406427014110823 | 0.203213507055411 |
39 | 0.818235582728634 | 0.363528834542731 | 0.181764417271366 |
40 | 0.799793749367704 | 0.400412501264592 | 0.200206250632296 |
41 | 0.766969363362433 | 0.466061273275135 | 0.233030636637567 |
42 | 0.741892014655353 | 0.516215970689294 | 0.258107985344647 |
43 | 0.767213510937845 | 0.46557297812431 | 0.232786489062155 |
44 | 0.72447243346754 | 0.551055133064921 | 0.27552756653246 |
45 | 0.695845745479515 | 0.608308509040969 | 0.304154254520484 |
46 | 0.86170784745569 | 0.276584305088621 | 0.13829215254431 |
47 | 0.909597950954779 | 0.180804098090442 | 0.0904020490452208 |
48 | 0.886622330335454 | 0.226755339329092 | 0.113377669664546 |
49 | 0.87065953551273 | 0.25868092897454 | 0.12934046448727 |
50 | 0.869685546593415 | 0.260628906813169 | 0.130314453406585 |
51 | 0.841428778594039 | 0.317142442811921 | 0.158571221405961 |
52 | 0.808924528327295 | 0.38215094334541 | 0.191075471672705 |
53 | 0.826100561355738 | 0.347798877288523 | 0.173899438644262 |
54 | 0.813114570823474 | 0.373770858353051 | 0.186885429176526 |
55 | 0.827013016996457 | 0.345973966007085 | 0.172986983003543 |
56 | 0.801706626075066 | 0.396586747849868 | 0.198293373924934 |
57 | 0.767472482586961 | 0.465055034826079 | 0.232527517413039 |
58 | 0.744056101505622 | 0.511887796988757 | 0.255943898494378 |
59 | 0.706276867635618 | 0.587446264728764 | 0.293723132364382 |
60 | 0.702598452223427 | 0.594803095553147 | 0.297401547776573 |
61 | 0.664522974947351 | 0.670954050105298 | 0.335477025052649 |
62 | 0.621918236819518 | 0.756163526360964 | 0.378081763180482 |
63 | 0.582183275094973 | 0.835633449810053 | 0.417816724905027 |
64 | 0.534725232148108 | 0.930549535703783 | 0.465274767851892 |
65 | 0.495843302829513 | 0.991686605659026 | 0.504156697170487 |
66 | 0.466674057559934 | 0.933348115119868 | 0.533325942440066 |
67 | 0.463721146315533 | 0.927442292631066 | 0.536278853684467 |
68 | 0.613478939748884 | 0.773042120502232 | 0.386521060251116 |
69 | 0.729358335569008 | 0.541283328861984 | 0.270641664430992 |
70 | 0.694403882039751 | 0.611192235920499 | 0.305596117960249 |
71 | 0.802629523256329 | 0.394740953487341 | 0.197370476743671 |
72 | 0.76821289337698 | 0.463574213246041 | 0.23178710662302 |
73 | 0.758667373560068 | 0.482665252879865 | 0.241332626439933 |
74 | 0.739015604249319 | 0.521968791501361 | 0.260984395750681 |
75 | 0.699570990713304 | 0.600858018573392 | 0.300429009286696 |
76 | 0.750856404926373 | 0.498287190147254 | 0.249143595073627 |
77 | 0.713685952350374 | 0.572628095299252 | 0.286314047649626 |
78 | 0.700496476174034 | 0.599007047651932 | 0.299503523825966 |
79 | 0.706346825923364 | 0.587306348153271 | 0.293653174076636 |
80 | 0.664780080930311 | 0.670439838139379 | 0.335219919069689 |
81 | 0.625472431732702 | 0.749055136534596 | 0.374527568267298 |
82 | 0.749640195870538 | 0.500719608258924 | 0.250359804129462 |
83 | 0.712578525224239 | 0.574842949551522 | 0.287421474775761 |
84 | 0.682801845209803 | 0.634396309580394 | 0.317198154790197 |
85 | 0.640736724081723 | 0.718526551836553 | 0.359263275918277 |
86 | 0.63433147093822 | 0.731337058123561 | 0.36566852906178 |
87 | 0.589500320931649 | 0.820999358136702 | 0.410499679068351 |
88 | 0.549615687265226 | 0.900768625469548 | 0.450384312734774 |
89 | 0.532961058951719 | 0.934077882096562 | 0.467038941048281 |
90 | 0.49894953919385 | 0.9978990783877 | 0.50105046080615 |
91 | 0.480027937635371 | 0.960055875270743 | 0.519972062364629 |
92 | 0.441780647044694 | 0.883561294089388 | 0.558219352955306 |
93 | 0.399737648992296 | 0.799475297984592 | 0.600262351007704 |
94 | 0.357672069568341 | 0.715344139136682 | 0.642327930431659 |
95 | 0.373839994920108 | 0.747679989840216 | 0.626160005079892 |
96 | 0.338949483340494 | 0.677898966680988 | 0.661050516659506 |
97 | 0.301194309413588 | 0.602388618827176 | 0.698805690586412 |
98 | 0.299878852263539 | 0.599757704527079 | 0.700121147736461 |
99 | 0.260020361495589 | 0.520040722991177 | 0.739979638504411 |
100 | 0.224456210484304 | 0.448912420968607 | 0.775543789515696 |
101 | 0.202854737340537 | 0.405709474681074 | 0.797145262659463 |
102 | 0.188122179430181 | 0.376244358860361 | 0.811877820569819 |
103 | 0.231429393464027 | 0.462858786928054 | 0.768570606535973 |
104 | 0.197374118907001 | 0.394748237814001 | 0.802625881092999 |
105 | 0.191072048531604 | 0.382144097063207 | 0.808927951468396 |
106 | 0.203604934094427 | 0.407209868188855 | 0.796395065905573 |
107 | 0.183694261991331 | 0.367388523982661 | 0.816305738008669 |
108 | 0.163405207972349 | 0.326810415944699 | 0.836594792027651 |
109 | 0.157043647309576 | 0.314087294619151 | 0.842956352690424 |
110 | 0.147581451752344 | 0.295162903504688 | 0.852418548247656 |
111 | 0.130037575188794 | 0.260075150377589 | 0.869962424811206 |
112 | 0.108077816350239 | 0.216155632700478 | 0.891922183649761 |
113 | 0.126207472920562 | 0.252414945841123 | 0.873792527079438 |
114 | 0.116111809566636 | 0.232223619133271 | 0.883888190433364 |
115 | 0.148046379537207 | 0.296092759074413 | 0.851953620462793 |
116 | 0.141018350437078 | 0.282036700874156 | 0.858981649562922 |
117 | 0.122198121771529 | 0.244396243543059 | 0.877801878228471 |
118 | 0.105846938234547 | 0.211693876469095 | 0.894153061765453 |
119 | 0.108605312623333 | 0.217210625246667 | 0.891394687376667 |
120 | 0.10073982421656 | 0.20147964843312 | 0.89926017578344 |
121 | 0.0851309927571701 | 0.17026198551434 | 0.91486900724283 |
122 | 0.0677193874578021 | 0.135438774915604 | 0.932280612542198 |
123 | 0.0768877108476784 | 0.153775421695357 | 0.923112289152322 |
124 | 0.0613855194944305 | 0.122771038988861 | 0.93861448050557 |
125 | 0.0493717319861978 | 0.0987434639723956 | 0.950628268013802 |
126 | 0.0376353172064141 | 0.0752706344128282 | 0.962364682793586 |
127 | 0.0281861879575792 | 0.0563723759151584 | 0.971813812042421 |
128 | 0.0222052869660712 | 0.0444105739321425 | 0.977794713033929 |
129 | 0.0176766917512326 | 0.0353533835024651 | 0.982323308248767 |
130 | 0.024746929558348 | 0.0494938591166961 | 0.975253070441652 |
131 | 0.0205293694024478 | 0.0410587388048956 | 0.979470630597552 |
132 | 0.0323139979372074 | 0.0646279958744147 | 0.967686002062793 |
133 | 0.0334923448476128 | 0.0669846896952257 | 0.966507655152387 |
134 | 0.0450110794223695 | 0.090022158844739 | 0.954988920577631 |
135 | 0.035718332411128 | 0.071436664822256 | 0.964281667588872 |
136 | 0.024520830091543 | 0.049041660183086 | 0.975479169908457 |
137 | 0.0164419098923992 | 0.0328838197847985 | 0.983558090107601 |
138 | 0.0114513389057442 | 0.0229026778114885 | 0.988548661094256 |
139 | 0.0187141566338843 | 0.0374283132677686 | 0.981285843366116 |
140 | 0.0156735971353232 | 0.0313471942706463 | 0.984326402864677 |
141 | 0.616099641298336 | 0.767800717403328 | 0.383900358701664 |
142 | 0.555282969656267 | 0.889434060687465 | 0.444717030343733 |
143 | 0.471948863858551 | 0.943897727717102 | 0.528051136141449 |
144 | 0.391835907226904 | 0.783671814453808 | 0.608164092773096 |
145 | 0.305190253535481 | 0.610380507070961 | 0.694809746464519 |
146 | 0.350444740839469 | 0.700889481678938 | 0.649555259160531 |
147 | 0.309883293317788 | 0.619766586635577 | 0.690116706682212 |
148 | 0.723212344308573 | 0.553575311382854 | 0.276787655691427 |
149 | 0.682313232972972 | 0.635373534054056 | 0.317686767027028 |
150 | 0.540947725608553 | 0.918104548782895 | 0.459052274391447 |
151 | 0.745961346148008 | 0.508077307703985 | 0.254038653851992 |
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 | 9 | 0.0638297872340425 | NOK |
10% type I error level | 16 | 0.113475177304965 | NOK |
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