Multiple Linear Regression - Estimated Regression Equation |
Learning[t] = + 6.53434064382781 + 0.0873193945853505Connected[t] -0.014045738475813Separate[t] + 0.519348248914638Software[t] + 0.0304668915436922Happiness[t] -0.0835180370613452Depression[t] + 0.0153373237416681Belonging[t] -0.00399108905256656t + 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) | 6.53434064382781 | 2.444401 | 2.6732 | 0.008329 | 0.004164 |
Connected | 0.0873193945853505 | 0.043356 | 2.014 | 0.045762 | 0.022881 |
Separate | -0.014045738475813 | 0.041291 | -0.3402 | 0.734197 | 0.367099 |
Software | 0.519348248914638 | 0.067123 | 7.7373 | 0 | 0 |
Happiness | 0.0304668915436922 | 0.071469 | 0.4263 | 0.67049 | 0.335245 |
Depression | -0.0835180370613452 | 0.052935 | -1.5777 | 0.116691 | 0.058346 |
Belonging | 0.0153373237416681 | 0.014504 | 1.0575 | 0.291968 | 0.145984 |
t | -0.00399108905256656 | 0.003081 | -1.2956 | 0.197069 | 0.098535 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.613208100987728 |
R-squared | 0.376024175116976 |
Adjusted R-squared | 0.347476261560236 |
F-TEST (value) | 13.1716867633643 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 153 |
p-value | 3.1907809727727e-13 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.71678491065182 |
Sum Squared Residuals | 450.944615704593 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 16.0460838528533 | -3.04608385285334 |
2 | 16 | 16.0978854720565 | -0.0978854720564648 |
3 | 19 | 16.6187187563686 | 2.38128124363138 |
4 | 15 | 12.2688445880293 | 2.73115541197066 |
5 | 14 | 15.6143076175297 | -1.61430761752971 |
6 | 13 | 15.0952278482479 | -2.09522784824791 |
7 | 19 | 15.1106383280845 | 3.88936167191552 |
8 | 15 | 16.9713242202552 | -1.9713242202552 |
9 | 14 | 16.1392821471749 | -2.1392821471749 |
10 | 15 | 14.4025490268356 | 0.597450973164367 |
11 | 16 | 15.4610456161102 | 0.538954383889829 |
12 | 16 | 16.1235117839571 | -0.123511783957113 |
13 | 16 | 15.6206706709185 | 0.379329329081526 |
14 | 16 | 15.209447689791 | 0.790552310209007 |
15 | 17 | 17.6741165821685 | -0.674116582168503 |
16 | 15 | 15.1802222027614 | -0.180222202761398 |
17 | 15 | 14.7615924363051 | 0.238407563694872 |
18 | 20 | 16.4280021978545 | 3.57199780214554 |
19 | 18 | 15.6160038471028 | 2.38399615289716 |
20 | 16 | 15.307418081434 | 0.692581918565993 |
21 | 16 | 15.2613158314681 | 0.738684168531906 |
22 | 16 | 15.1590203135979 | 0.840979686402121 |
23 | 19 | 16.3183266771825 | 2.68167332281752 |
24 | 16 | 14.8896593529274 | 1.11034064707262 |
25 | 17 | 16.5409837524434 | 0.459016247556615 |
26 | 17 | 17.0622567007993 | -0.0622567007993019 |
27 | 16 | 15.0063695483651 | 0.993630451634889 |
28 | 15 | 16.287354596739 | -1.28735459673898 |
29 | 16 | 15.5528708060404 | 0.447129193959562 |
30 | 14 | 14.3904425234722 | -0.390442523472172 |
31 | 15 | 15.87707304005 | -0.877073040049984 |
32 | 12 | 12.4410863242391 | -0.44108632423913 |
33 | 14 | 15.163223672435 | -1.16322367243501 |
34 | 16 | 15.9066298550937 | 0.0933701449062522 |
35 | 14 | 15.6500827322888 | -1.65008273228881 |
36 | 10 | 13.265086391234 | -3.26508639123402 |
37 | 10 | 12.727741817731 | -2.72774181773097 |
38 | 14 | 15.8385839962544 | -1.8385839962544 |
39 | 16 | 14.5174086001451 | 1.48259139985485 |
40 | 16 | 14.7800135692866 | 1.21998643071339 |
41 | 16 | 15.1858454467376 | 0.81415455326237 |
42 | 14 | 15.5727609632611 | -1.57276096326111 |
43 | 20 | 17.6691623615627 | 2.33083763843728 |
44 | 14 | 14.1387756696789 | -0.138775669678916 |
45 | 14 | 15.0696607461849 | -1.06966074618494 |
46 | 11 | 15.6144856270065 | -4.61448562700648 |
47 | 14 | 16.5709069707458 | -2.57090697074579 |
48 | 15 | 15.1481882666103 | -0.148188266610253 |
49 | 16 | 15.0614967185108 | 0.938503281489179 |
50 | 14 | 16.0633090042108 | -2.06330900421075 |
51 | 16 | 16.6187303550879 | -0.618730355087899 |
52 | 14 | 14.1780196281422 | -0.178019628142177 |
53 | 12 | 14.6837657036483 | -2.68376570364832 |
54 | 16 | 15.6527346763494 | 0.347265323650569 |
55 | 9 | 11.6694846725896 | -2.66948467258964 |
56 | 14 | 12.5777743435091 | 1.42222565649092 |
57 | 16 | 16.0036265752432 | -0.00362657524322894 |
58 | 16 | 15.3226855308472 | 0.677314469152831 |
59 | 15 | 15.3869151033687 | -0.386915103368729 |
60 | 16 | 14.2534262966507 | 1.74657370334928 |
61 | 12 | 11.5388756636925 | 0.46112433630749 |
62 | 16 | 15.9344810690503 | 0.0655189309496812 |
63 | 16 | 16.5909413491474 | -0.590941349147434 |
64 | 14 | 14.2618668653366 | -0.26186686533658 |
65 | 16 | 15.2400247389463 | 0.759975261053671 |
66 | 17 | 16.1718988962265 | 0.828101103773526 |
67 | 18 | 16.1173030644178 | 1.88269693558221 |
68 | 18 | 14.6991351119578 | 3.3008648880422 |
69 | 12 | 15.6722816230555 | -3.67228162305551 |
70 | 16 | 15.3696560764776 | 0.630343923522355 |
71 | 10 | 13.5866524120327 | -3.58665241203271 |
72 | 14 | 14.195891330998 | -0.195891330997984 |
73 | 18 | 16.5485343575736 | 1.45146564242639 |
74 | 18 | 16.9322355961948 | 1.06776440380516 |
75 | 16 | 15.8225188056093 | 0.177481194390736 |
76 | 17 | 13.894982244311 | 3.10501775568903 |
77 | 16 | 16.1954946350854 | -0.195494635085416 |
78 | 16 | 14.5038462571406 | 1.49615374285942 |
79 | 13 | 15.0129915707567 | -2.01299157075666 |
80 | 16 | 15.7714379059751 | 0.22856209402487 |
81 | 16 | 15.5690883948052 | 0.430911605194758 |
82 | 16 | 15.7700278406369 | 0.229972159363091 |
83 | 15 | 15.8074459225013 | -0.807445922501287 |
84 | 15 | 14.7876596578462 | 0.212340342153843 |
85 | 16 | 14.356478619995 | 1.64352138000496 |
86 | 14 | 14.1571625912084 | -0.157162591208444 |
87 | 16 | 15.3058751714197 | 0.69412482858025 |
88 | 16 | 14.4696171221247 | 1.53038287787534 |
89 | 15 | 14.2788274441128 | 0.7211725558872 |
90 | 12 | 13.6023588239322 | -1.60235882393221 |
91 | 17 | 16.6269243638083 | 0.373075636191673 |
92 | 16 | 15.4318857904126 | 0.568114209587381 |
93 | 15 | 15.2277147708315 | -0.227714770831527 |
94 | 13 | 15.0813275746976 | -2.08132757469762 |
95 | 16 | 15.0442372330375 | 0.955762766962504 |
96 | 16 | 15.7295295273941 | 0.270470472605887 |
97 | 16 | 14.1462494894847 | 1.85375051051533 |
98 | 16 | 15.9702173667754 | 0.0297826332246418 |
99 | 14 | 14.4087389652808 | -0.408738965280757 |
100 | 16 | 17.0669910224862 | -1.06699102248623 |
101 | 16 | 14.7322268792687 | 1.26777312073132 |
102 | 20 | 17.3302055136579 | 2.66979448634215 |
103 | 15 | 14.6657299251388 | 0.334270074861162 |
104 | 16 | 14.4982176969474 | 1.50178230305259 |
105 | 13 | 15.1210647666331 | -2.12106476663309 |
106 | 17 | 15.9044088002123 | 1.09559119978767 |
107 | 16 | 15.5814492454538 | 0.418550754546195 |
108 | 16 | 14.3481449641976 | 1.65185503580237 |
109 | 12 | 11.9053155487678 | 0.0946844512321837 |
110 | 16 | 15.0609499367424 | 0.939050063257641 |
111 | 16 | 15.8229243141858 | 0.17707568581423 |
112 | 17 | 14.8455704288843 | 2.15442957111575 |
113 | 13 | 13.8834738038531 | -0.883473803853096 |
114 | 12 | 14.737925679879 | -2.73792567987902 |
115 | 18 | 16.579546342974 | 1.42045365702602 |
116 | 14 | 15.2281114767074 | -1.22811147670737 |
117 | 14 | 12.99760178337 | 1.00239821663001 |
118 | 13 | 14.8993115345838 | -1.89931153458377 |
119 | 16 | 15.6581955051037 | 0.341804494896259 |
120 | 13 | 14.0711360179465 | -1.07113601794653 |
121 | 16 | 15.5535329647761 | 0.446467035223899 |
122 | 13 | 15.953286738566 | -2.95328673856601 |
123 | 16 | 16.9658873937755 | -0.96588739377553 |
124 | 15 | 16.1569827481446 | -1.15698274814463 |
125 | 16 | 16.7580898664056 | -0.758089866405582 |
126 | 15 | 15.4110906664556 | -0.411090666455593 |
127 | 17 | 15.8522913759243 | 1.14770862407565 |
128 | 15 | 13.9760046762488 | 1.0239953237512 |
129 | 12 | 14.8005465356512 | -2.80054653565118 |
130 | 16 | 14.1060139812216 | 1.89398601877844 |
131 | 10 | 13.3359227827828 | -3.33592278278283 |
132 | 16 | 13.9381832706654 | 2.06181672933456 |
133 | 12 | 13.8537668978712 | -1.85376689787118 |
134 | 14 | 15.5185421206393 | -1.5185421206393 |
135 | 15 | 15.2365070835217 | -0.236507083521653 |
136 | 13 | 12.0440600114522 | 0.955939988547819 |
137 | 15 | 14.4011861094136 | 0.598813890586378 |
138 | 11 | 13.1320965306762 | -2.13209653067624 |
139 | 12 | 13.2328826440951 | -1.23288264409513 |
140 | 11 | 13.3171512856996 | -2.3171512856996 |
141 | 16 | 12.8930870818786 | 3.10691291812139 |
142 | 15 | 13.3481826926909 | 1.6518173073091 |
143 | 17 | 16.6251495125964 | 0.374850487403569 |
144 | 16 | 14.6920646620491 | 1.3079353379509 |
145 | 10 | 14.1015702832193 | -4.10157028321932 |
146 | 18 | 15.7690449902574 | 2.23095500974264 |
147 | 13 | 14.9873219097027 | -1.98732190970275 |
148 | 16 | 15.1318447564792 | 0.868155243520752 |
149 | 13 | 13.0275017473578 | -0.0275017473578297 |
150 | 10 | 13.1303945600366 | -3.13039456003663 |
151 | 15 | 16.0188472173771 | -1.01884721737711 |
152 | 16 | 13.8617086186959 | 2.13829138130414 |
153 | 16 | 12.0158620853918 | 3.98413791460822 |
154 | 14 | 12.6607154650181 | 1.33928453498189 |
155 | 10 | 12.6056861353774 | -2.60568613537736 |
156 | 17 | 16.3675035753915 | 0.6324964246085 |
157 | 13 | 11.6139167601168 | 1.38608323988322 |
158 | 15 | 13.8562720046718 | 1.14372799532819 |
159 | 16 | 15.0647264580227 | 0.93527354197734 |
160 | 12 | 12.4616481771048 | -0.461648177104801 |
161 | 13 | 12.6278304637159 | 0.372169536284078 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.481497887360728 | 0.962995774721455 | 0.518502112639272 |
12 | 0.871705652601217 | 0.256588694797566 | 0.128294347398783 |
13 | 0.846305887526328 | 0.307388224947344 | 0.153694112473672 |
14 | 0.780046013217814 | 0.439907973564373 | 0.219953986782186 |
15 | 0.737400087384505 | 0.52519982523099 | 0.262599912615495 |
16 | 0.795639467715875 | 0.40872106456825 | 0.204360532284125 |
17 | 0.737521636391295 | 0.52495672721741 | 0.262478363608705 |
18 | 0.933958479699222 | 0.132083040601555 | 0.0660415203007775 |
19 | 0.922238630878952 | 0.155522738242097 | 0.0777613691210485 |
20 | 0.89290761048422 | 0.21418477903156 | 0.10709238951578 |
21 | 0.852113728622542 | 0.295772542754916 | 0.147886271377458 |
22 | 0.827253121189925 | 0.34549375762015 | 0.172746878810075 |
23 | 0.812098186377982 | 0.375803627244036 | 0.187901813622018 |
24 | 0.793946035063577 | 0.412107929872845 | 0.206053964936423 |
25 | 0.745086483473725 | 0.50982703305255 | 0.254913516526275 |
26 | 0.702626882430882 | 0.594746235138236 | 0.297373117569118 |
27 | 0.652255958979877 | 0.695488082040245 | 0.347744041020123 |
28 | 0.700838544837989 | 0.598322910324023 | 0.299161455162011 |
29 | 0.647537473857094 | 0.704925052285811 | 0.352462526142906 |
30 | 0.656570562022048 | 0.686858875955903 | 0.343429437977952 |
31 | 0.610097287001727 | 0.779805425996547 | 0.389902712998273 |
32 | 0.60449582386217 | 0.791008352275661 | 0.39550417613783 |
33 | 0.585861384985096 | 0.828277230029807 | 0.414138615014904 |
34 | 0.525014374474828 | 0.949971251050344 | 0.474985625525172 |
35 | 0.515143124821159 | 0.969713750357682 | 0.484856875178841 |
36 | 0.640342916297304 | 0.719314167405392 | 0.359657083702696 |
37 | 0.719938550595105 | 0.560122898809791 | 0.280061449404895 |
38 | 0.703938096436158 | 0.592123807127684 | 0.296061903563842 |
39 | 0.743706465001261 | 0.512587069997478 | 0.256293534998739 |
40 | 0.727497098223011 | 0.545005803553978 | 0.272502901776989 |
41 | 0.69460210299427 | 0.61079579401146 | 0.30539789700573 |
42 | 0.669197524487946 | 0.661604951024108 | 0.330802475512054 |
43 | 0.69728358413978 | 0.60543283172044 | 0.30271641586022 |
44 | 0.651675826209365 | 0.69664834758127 | 0.348324173790635 |
45 | 0.613297604614154 | 0.773404790771691 | 0.386702395385846 |
46 | 0.835284606129869 | 0.329430787740262 | 0.164715393870131 |
47 | 0.85285406484946 | 0.294291870301079 | 0.14714593515054 |
48 | 0.827217597314511 | 0.345564805370979 | 0.172782402685489 |
49 | 0.81893707819298 | 0.362125843614039 | 0.18106292180702 |
50 | 0.812293242776662 | 0.375413514446676 | 0.187706757223338 |
51 | 0.778388417689486 | 0.443223164621027 | 0.221611582310514 |
52 | 0.743498364818519 | 0.513003270362963 | 0.256501635181481 |
53 | 0.762993972540844 | 0.474012054918312 | 0.237006027459156 |
54 | 0.73532637467816 | 0.529347250643681 | 0.264673625321841 |
55 | 0.770939240050276 | 0.458121519899448 | 0.229060759949724 |
56 | 0.778013987543351 | 0.443972024913298 | 0.221986012456649 |
57 | 0.74225922010444 | 0.51548155979112 | 0.25774077989556 |
58 | 0.72489571317982 | 0.55020857364036 | 0.27510428682018 |
59 | 0.68999280455294 | 0.620014390894121 | 0.310007195447061 |
60 | 0.711075847330128 | 0.577848305339744 | 0.288924152669872 |
61 | 0.681558700289772 | 0.636882599420457 | 0.318441299710228 |
62 | 0.642316873825447 | 0.715366252349106 | 0.357683126174553 |
63 | 0.606836650052808 | 0.786326699894384 | 0.393163349947192 |
64 | 0.560987546092004 | 0.878024907815991 | 0.439012453907996 |
65 | 0.525387934160539 | 0.949224131678922 | 0.474612065839461 |
66 | 0.503148224747966 | 0.993703550504068 | 0.496851775252034 |
67 | 0.51257291268196 | 0.97485417463608 | 0.48742708731804 |
68 | 0.647454048932211 | 0.705091902135578 | 0.352545951067789 |
69 | 0.775111395293679 | 0.449777209412642 | 0.224888604706321 |
70 | 0.745644786812439 | 0.508710426375123 | 0.254355213187561 |
71 | 0.848639960556729 | 0.302720078886543 | 0.151360039443271 |
72 | 0.820382261255012 | 0.359235477489976 | 0.179617738744988 |
73 | 0.816040831659221 | 0.367918336681557 | 0.183959168340779 |
74 | 0.798102774145849 | 0.403794451708303 | 0.201897225854152 |
75 | 0.764555276150572 | 0.470889447698857 | 0.235444723849428 |
76 | 0.827537796170085 | 0.34492440765983 | 0.172462203829915 |
77 | 0.796022121102108 | 0.407955757795785 | 0.203977878897892 |
78 | 0.784138720534125 | 0.431722558931749 | 0.215861279465874 |
79 | 0.798478097575164 | 0.403043804849673 | 0.201521902424837 |
80 | 0.763849928684408 | 0.472300142631185 | 0.236150071315592 |
81 | 0.729664858177286 | 0.540670283645428 | 0.270335141822714 |
82 | 0.692324250923123 | 0.615351498153753 | 0.307675749076877 |
83 | 0.660707654288308 | 0.678584691423383 | 0.339292345711692 |
84 | 0.618305264966007 | 0.763389470067986 | 0.381694735033993 |
85 | 0.606776289149359 | 0.786447421701281 | 0.393223710850641 |
86 | 0.562383114381968 | 0.875233771236064 | 0.437616885618032 |
87 | 0.520599409590852 | 0.958801180818295 | 0.479400590409148 |
88 | 0.503263817807186 | 0.993472364385628 | 0.496736182192814 |
89 | 0.466756394710036 | 0.933512789420073 | 0.533243605289964 |
90 | 0.46267979068918 | 0.925359581378361 | 0.53732020931082 |
91 | 0.421729886697471 | 0.843459773394942 | 0.578270113302529 |
92 | 0.381178634444245 | 0.762357268888491 | 0.618821365555755 |
93 | 0.339237930072573 | 0.678475860145147 | 0.660762069927427 |
94 | 0.368475773747723 | 0.736951547495447 | 0.631524226252277 |
95 | 0.334824113986198 | 0.669648227972395 | 0.665175886013802 |
96 | 0.294740898298473 | 0.589481796596947 | 0.705259101701527 |
97 | 0.291385718088359 | 0.582771436176719 | 0.708614281911641 |
98 | 0.251438901231778 | 0.502877802463557 | 0.748561098768222 |
99 | 0.221437962076927 | 0.442875924153854 | 0.778562037923073 |
100 | 0.199955157543772 | 0.399910315087545 | 0.800044842456228 |
101 | 0.18453370561411 | 0.36906741122822 | 0.81546629438589 |
102 | 0.238228657674194 | 0.476457315348387 | 0.761771342325806 |
103 | 0.202174873564225 | 0.404349747128451 | 0.797825126435775 |
104 | 0.199819028407503 | 0.399638056815005 | 0.800180971592497 |
105 | 0.211054309918574 | 0.422108619837148 | 0.788945690081426 |
106 | 0.193324768937078 | 0.386649537874155 | 0.806675231062922 |
107 | 0.175757680381281 | 0.351515360762563 | 0.824242319618719 |
108 | 0.176820514805539 | 0.353641029611077 | 0.823179485194461 |
109 | 0.176278674143335 | 0.35255734828667 | 0.823721325856665 |
110 | 0.162907330755202 | 0.325814661510404 | 0.837092669244798 |
111 | 0.141737104360521 | 0.283474208721041 | 0.858262895639479 |
112 | 0.185188619473362 | 0.370377238946723 | 0.814811380526638 |
113 | 0.156565656461329 | 0.313131312922658 | 0.843434343538671 |
114 | 0.181883489249599 | 0.363766978499198 | 0.818116510750401 |
115 | 0.194874987999513 | 0.389749975999026 | 0.805125012000487 |
116 | 0.166751932682409 | 0.333503865364819 | 0.833248067317591 |
117 | 0.162611990674067 | 0.325223981348134 | 0.837388009325933 |
118 | 0.159322442981646 | 0.318644885963293 | 0.840677557018354 |
119 | 0.187660976508643 | 0.375321953017286 | 0.812339023491357 |
120 | 0.15613860966468 | 0.31227721932936 | 0.84386139033532 |
121 | 0.144151410756652 | 0.288302821513304 | 0.855848589243348 |
122 | 0.147589336390919 | 0.295178672781839 | 0.852410663609081 |
123 | 0.119900230733085 | 0.239800461466171 | 0.880099769266915 |
124 | 0.098082777107954 | 0.196165554215908 | 0.901917222892046 |
125 | 0.0765357111850892 | 0.153071422370178 | 0.923464288814911 |
126 | 0.0577806417585067 | 0.115561283517013 | 0.942219358241493 |
127 | 0.0621162450500591 | 0.124232490100118 | 0.937883754949941 |
128 | 0.060725970110088 | 0.121451940220176 | 0.939274029889912 |
129 | 0.0645541921705028 | 0.129108384341006 | 0.935445807829497 |
130 | 0.0710093333190546 | 0.142018666638109 | 0.928990666680945 |
131 | 0.0855139368040101 | 0.17102787360802 | 0.91448606319599 |
132 | 0.171858328229427 | 0.343716656458854 | 0.828141671770573 |
133 | 0.192076586293087 | 0.384153172586173 | 0.807923413706913 |
134 | 0.15464411458368 | 0.309288229167359 | 0.84535588541632 |
135 | 0.124396814872271 | 0.248793629744542 | 0.875603185127729 |
136 | 0.102264774165796 | 0.204529548331593 | 0.897735225834204 |
137 | 0.0905527103041977 | 0.181105420608395 | 0.909447289695802 |
138 | 0.120868831386281 | 0.241737662772563 | 0.879131168613719 |
139 | 0.0993836878588568 | 0.198767375717714 | 0.900616312141143 |
140 | 0.234103606588175 | 0.46820721317635 | 0.765896393411825 |
141 | 0.202772449137242 | 0.405544898274485 | 0.797227550862758 |
142 | 0.180663354154358 | 0.361326708308716 | 0.819336645845642 |
143 | 0.129239626689784 | 0.258479253379568 | 0.870760373310216 |
144 | 0.09964808159627 | 0.19929616319254 | 0.90035191840373 |
145 | 0.136423841018582 | 0.272847682037163 | 0.863576158981418 |
146 | 0.234908632688858 | 0.469817265377716 | 0.765091367311142 |
147 | 0.5399988745901 | 0.920002250819801 | 0.4600011254099 |
148 | 0.412519284392445 | 0.825038568784889 | 0.587480715607555 |
149 | 0.303658950440257 | 0.607317900880514 | 0.696341049559743 |
150 | 0.744192129621906 | 0.511615740756189 | 0.255807870378095 |
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 | 0 | 0 | OK |
10% type I error level | 0 | 0 | OK |