Multiple Linear Regression - Estimated Regression Equation |
O[t] = + 16.1634772168084 -0.0705105327835315CM[t] + 0.215960321376021D[t] -0.149741441133531PE[t] -0.254410995984344PC[t] + 0.422488248372724PS[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) | 16.1634772168084 | 2.00169 | 8.0749 | 0 | 0 |
CM | -0.0705105327835315 | 0.063068 | -1.118 | 0.265316 | 0.132658 |
D | 0.215960321376021 | 0.112996 | 1.9112 | 0.057846 | 0.028923 |
PE | -0.149741441133531 | 0.10427 | -1.4361 | 0.153017 | 0.076509 |
PC | -0.254410995984344 | 0.130432 | -1.9505 | 0.05294 | 0.02647 |
PS | 0.422488248372724 | 0.075659 | 5.5841 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.471036638254722 |
R-squared | 0.221875514578309 |
Adjusted R-squared | 0.196446609825966 |
F-TEST (value) | 8.72532721087279 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 153 |
p-value | 2.6665680408211e-07 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.50047733459247 |
Sum Squared Residuals | 1874.76126020933 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 26 | 22.9342990859323 | 3.06570091406767 |
2 | 23 | 24.255005585865 | -1.25500558586496 |
3 | 25 | 24.3543150717814 | 0.645684928218579 |
4 | 23 | 21.9803858230888 | 1.01961417691123 |
5 | 19 | 21.8301154044514 | -2.83011540445145 |
6 | 29 | 22.9118791047392 | 6.08812089526076 |
7 | 25 | 24.8102761478099 | 0.189723852190148 |
8 | 21 | 22.6824251316841 | -1.68242513168414 |
9 | 22 | 21.9541787255647 | 0.0458212744353116 |
10 | 25 | 22.4850992038255 | 2.51490079617452 |
11 | 24 | 20.2271837320756 | 3.77281626792437 |
12 | 18 | 19.7269887909165 | -1.72698879091652 |
13 | 22 | 18.4154754470739 | 3.58452455292609 |
14 | 15 | 20.7129210779706 | -5.7129210779706 |
15 | 22 | 23.5161686524207 | -1.51616865242071 |
16 | 28 | 24.3246092140333 | 3.6753907859667 |
17 | 20 | 22.2837684508775 | -2.28376845087747 |
18 | 12 | 19.0658934529381 | -7.06589345293813 |
19 | 24 | 21.4492091251854 | 2.55079087481458 |
20 | 20 | 21.374199457258 | -1.37419945725805 |
21 | 21 | 23.2794725485381 | -2.27947254853807 |
22 | 20 | 20.5998705637805 | -0.599870563780518 |
23 | 21 | 19.2499525161543 | 1.75004748384574 |
24 | 23 | 21.0731812912822 | 1.92681870871782 |
25 | 28 | 21.9666617761684 | 6.03333822383159 |
26 | 24 | 21.9444003949906 | 2.05559960500936 |
27 | 24 | 23.486528069931 | 0.51347193006898 |
28 | 24 | 20.4173379412252 | 3.58266205877483 |
29 | 23 | 22.0100443269047 | 0.989955673095331 |
30 | 23 | 22.7300778054305 | 0.269922194569496 |
31 | 29 | 24.3188949069741 | 4.6811050930259 |
32 | 24 | 22.0748516207742 | 1.9251483792258 |
33 | 18 | 24.9905251820565 | -6.99052518205652 |
34 | 25 | 26.0702461506627 | -1.07024615066266 |
35 | 21 | 22.6353437980615 | -1.63534379806152 |
36 | 26 | 26.7405255664529 | -0.74052556645287 |
37 | 22 | 25.1677251784165 | -3.16772517841651 |
38 | 22 | 22.815553381451 | -0.815553381451035 |
39 | 22 | 22.5800570864682 | -0.580057086468219 |
40 | 23 | 25.6666226910486 | -2.66662269104857 |
41 | 30 | 22.8873548227941 | 7.1126451772059 |
42 | 23 | 22.7320154575445 | 0.267984542455546 |
43 | 17 | 18.6873167328055 | -1.68731673280545 |
44 | 23 | 23.8027292231324 | -0.802729223132428 |
45 | 23 | 24.3648618533787 | -1.36486185337873 |
46 | 25 | 22.4646642286786 | 2.53533577132144 |
47 | 24 | 20.7410093953982 | 3.25899060460179 |
48 | 24 | 27.5055591360355 | -3.50555913603547 |
49 | 23 | 23.0082959276872 | -0.00829592768716034 |
50 | 21 | 23.8009042002091 | -2.80090420020913 |
51 | 24 | 25.7364470294205 | -1.73644702942053 |
52 | 24 | 21.8779984734391 | 2.12200152656091 |
53 | 28 | 21.5304494808753 | 6.46955051912468 |
54 | 16 | 21.104854379298 | -5.10485437929796 |
55 | 20 | 19.9094978141678 | 0.0905021858322327 |
56 | 29 | 23.4452202417931 | 5.55477975820691 |
57 | 27 | 23.9243579055446 | 3.07564209445539 |
58 | 22 | 23.2093525396664 | -1.2093525396664 |
59 | 28 | 24.057980465366 | 3.94201953463401 |
60 | 16 | 20.3486433530867 | -4.34864335308675 |
61 | 25 | 22.9615627553565 | 2.03843724464355 |
62 | 24 | 23.5089724924178 | 0.491027507582153 |
63 | 28 | 23.6777617636191 | 4.32223823638092 |
64 | 24 | 24.3538592726111 | -0.353859272611125 |
65 | 23 | 22.7260409894245 | 0.27395901057552 |
66 | 30 | 26.9716430506531 | 3.02835694934685 |
67 | 24 | 21.3176309153834 | 2.68236908461659 |
68 | 21 | 24.1926759897584 | -3.19267598975837 |
69 | 25 | 23.3397629314853 | 1.66023706851474 |
70 | 25 | 24.0085924852485 | 0.991407514751504 |
71 | 22 | 20.7888555718394 | 1.21114442816063 |
72 | 23 | 22.5111232600405 | 0.488876739959505 |
73 | 26 | 22.8631662508881 | 3.13683374911188 |
74 | 23 | 21.5814394030676 | 1.4185605969324 |
75 | 25 | 23.0634648732298 | 1.93653512677017 |
76 | 21 | 21.3189178825247 | -0.31891788252473 |
77 | 25 | 23.669433295072 | 1.33056670492799 |
78 | 24 | 22.1829422093379 | 1.81705779066212 |
79 | 29 | 23.5998282837961 | 5.40017171620387 |
80 | 22 | 23.6538473326819 | -1.65384733268187 |
81 | 27 | 23.6366369767902 | 3.36336302320978 |
82 | 26 | 19.6899059569537 | 6.31009404304634 |
83 | 22 | 21.3196299013376 | 0.680370098662419 |
84 | 24 | 22.1031823234841 | 1.89681767651591 |
85 | 27 | 23.1224696721432 | 3.87753032785675 |
86 | 24 | 21.331344500918 | 2.66865549908196 |
87 | 24 | 24.9078428674147 | -0.9078428674147 |
88 | 29 | 24.4635324988158 | 4.53646750118417 |
89 | 22 | 22.230271859528 | -0.230271859527993 |
90 | 21 | 20.587906264525 | 0.412093735474971 |
91 | 24 | 20.404279942293 | 3.59572005770701 |
92 | 24 | 21.8410527099606 | 2.15894729003938 |
93 | 23 | 21.9734444996209 | 1.02655550037907 |
94 | 20 | 22.2940025806218 | -2.29400258062181 |
95 | 27 | 21.4484073898204 | 5.5515926101796 |
96 | 26 | 23.45937564659 | 2.54062435340999 |
97 | 25 | 21.9191899186339 | 3.08081008136608 |
98 | 21 | 20.0501312675858 | 0.949868732414232 |
99 | 21 | 20.7944341915217 | 0.205565808478268 |
100 | 19 | 20.3947104774293 | -1.39471047742928 |
101 | 21 | 21.6283363122736 | -0.628336312273621 |
102 | 21 | 21.3214549242609 | -0.321454924260884 |
103 | 16 | 19.7574770795959 | -3.7574770795959 |
104 | 22 | 20.7039918366938 | 1.29600816330621 |
105 | 29 | 21.8236786171937 | 7.17632138280634 |
106 | 15 | 21.6872477864301 | -6.68724778643014 |
107 | 17 | 20.7369356868457 | -3.73693568684571 |
108 | 15 | 19.9513953468902 | -4.95139534689023 |
109 | 21 | 21.6742572878536 | -0.674257287853575 |
110 | 21 | 21.0022031148351 | -0.00220311483507422 |
111 | 19 | 19.311584073356 | -0.311584073356004 |
112 | 24 | 18.0728583306381 | 5.92714166936192 |
113 | 20 | 22.4039626342782 | -2.4039626342782 |
114 | 17 | 25.2056579436662 | -8.20565794366625 |
115 | 23 | 25.0803510679257 | -2.08035106792569 |
116 | 24 | 22.4165507644496 | 1.58344923555036 |
117 | 14 | 22.1008527643507 | -8.10085276435074 |
118 | 19 | 22.9159877159712 | -3.91598771597122 |
119 | 24 | 22.1830792798223 | 1.81692072017774 |
120 | 13 | 20.4056018121138 | -7.40560181211378 |
121 | 22 | 25.4130956870409 | -3.41309568704094 |
122 | 16 | 21.1564192498187 | -5.15641924981871 |
123 | 19 | 23.3029950724559 | -4.30299507245587 |
124 | 25 | 22.8583521408108 | 2.14164785918919 |
125 | 25 | 24.1914517395648 | 0.808548260435188 |
126 | 23 | 21.4201908449564 | 1.57980915504358 |
127 | 24 | 23.6131848649908 | 0.386815135009174 |
128 | 26 | 23.5861042368758 | 2.41389576312423 |
129 | 26 | 21.5400649165637 | 4.45993508343629 |
130 | 25 | 24.1623247715634 | 0.837675228436626 |
131 | 18 | 22.3823673010886 | -4.38236730108861 |
132 | 21 | 19.9065782971425 | 1.09342170285747 |
133 | 26 | 23.7064599320546 | 2.29354006794537 |
134 | 23 | 22.0024627798499 | 0.99753722015007 |
135 | 23 | 19.7699859546009 | 3.2300140453991 |
136 | 22 | 22.5834432175016 | -0.583443217501609 |
137 | 20 | 22.4056852541664 | -2.40568525416642 |
138 | 13 | 22.1217270004493 | -9.12172700044928 |
139 | 24 | 21.4781376888623 | 2.52186231113774 |
140 | 15 | 21.6102308962601 | -6.61023089626005 |
141 | 14 | 23.1514635110785 | -9.15146351107852 |
142 | 22 | 24.1016127157773 | -2.10161271577729 |
143 | 10 | 17.6849076382035 | -7.68490763820351 |
144 | 24 | 24.4741689969653 | -0.474168996965311 |
145 | 22 | 21.8633444637173 | 0.136655536282657 |
146 | 24 | 25.807597785791 | -1.80759778579096 |
147 | 19 | 21.8641566604681 | -2.8641566604681 |
148 | 20 | 22.1411298449899 | -2.1411298449899 |
149 | 13 | 17.1172378109218 | -4.11723781092184 |
150 | 20 | 20.1492028983205 | -0.149202898320468 |
151 | 22 | 23.3128284521328 | -1.31282845213279 |
152 | 24 | 23.35311437582 | 0.646885624180027 |
153 | 29 | 23.1863524732849 | 5.81364752671514 |
154 | 12 | 20.9603189552611 | -8.96031895526115 |
155 | 20 | 20.9663762867523 | -0.966376286752274 |
156 | 21 | 21.4626130603123 | -0.462613060312333 |
157 | 24 | 23.6699009387356 | 0.330099061264416 |
158 | 22 | 21.9242395608125 | 0.0757604391875074 |
159 | 20 | 17.699652747585 | 2.30034725241504 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.725054619727416 | 0.549890760545168 | 0.274945380272584 |
10 | 0.598321151527414 | 0.803357696945171 | 0.401678848472586 |
11 | 0.488975851591455 | 0.977951703182909 | 0.511024148408545 |
12 | 0.444478150610061 | 0.888956301220122 | 0.555521849389939 |
13 | 0.452507565329432 | 0.905015130658865 | 0.547492434670568 |
14 | 0.692944455991945 | 0.614111088016111 | 0.307055544008055 |
15 | 0.624361545721042 | 0.751276908557916 | 0.375638454278958 |
16 | 0.572340256746811 | 0.855319486506379 | 0.42765974325319 |
17 | 0.506313500320501 | 0.987372999358999 | 0.493686499679499 |
18 | 0.636441549701062 | 0.727116900597875 | 0.363558450298938 |
19 | 0.561381672166246 | 0.877236655667508 | 0.438618327833754 |
20 | 0.566462604627629 | 0.867074790744743 | 0.433537395372371 |
21 | 0.518595053226336 | 0.962809893547328 | 0.481404946773664 |
22 | 0.449441536747206 | 0.898883073494411 | 0.550558463252794 |
23 | 0.390420051333629 | 0.780840102667259 | 0.609579948666371 |
24 | 0.391051795869886 | 0.782103591739773 | 0.608948204130114 |
25 | 0.534775205525779 | 0.930449588948442 | 0.465224794474221 |
26 | 0.472150175187517 | 0.944300350375034 | 0.527849824812483 |
27 | 0.408598228529318 | 0.817196457058637 | 0.591401771470682 |
28 | 0.4018470309175 | 0.803694061834999 | 0.5981529690825 |
29 | 0.340959709734207 | 0.681919419468413 | 0.659040290265793 |
30 | 0.284307128687356 | 0.568614257374712 | 0.715692871312644 |
31 | 0.308442849647593 | 0.616885699295186 | 0.691557150352407 |
32 | 0.259940453152262 | 0.519880906304523 | 0.740059546847738 |
33 | 0.484013786847129 | 0.968027573694259 | 0.515986213152871 |
34 | 0.437627659905407 | 0.875255319810814 | 0.562372340094593 |
35 | 0.402858138041794 | 0.805716276083589 | 0.597141861958206 |
36 | 0.347214242721731 | 0.694428485443462 | 0.652785757278269 |
37 | 0.3245861755392 | 0.6491723510784 | 0.6754138244608 |
38 | 0.275314516733696 | 0.550629033467391 | 0.724685483266304 |
39 | 0.230568769234332 | 0.461137538468663 | 0.769431230765668 |
40 | 0.207289923443625 | 0.41457984688725 | 0.792710076556375 |
41 | 0.358628733812652 | 0.717257467625303 | 0.641371266187348 |
42 | 0.308567712697564 | 0.617135425395128 | 0.691432287302436 |
43 | 0.276851864283789 | 0.553703728567578 | 0.723148135716211 |
44 | 0.235041754442239 | 0.470083508884477 | 0.764958245557761 |
45 | 0.20251404922081 | 0.40502809844162 | 0.79748595077919 |
46 | 0.181691105623728 | 0.363382211247456 | 0.818308894376272 |
47 | 0.169455911971035 | 0.338911823942071 | 0.830544088028965 |
48 | 0.156496159068687 | 0.312992318137374 | 0.843503840931313 |
49 | 0.12751669714446 | 0.25503339428892 | 0.87248330285554 |
50 | 0.118033713114159 | 0.236067426228318 | 0.881966286885841 |
51 | 0.0972687247136763 | 0.194537449427353 | 0.902731275286324 |
52 | 0.0822937425199795 | 0.164587485039959 | 0.917706257480021 |
53 | 0.137984838321338 | 0.275969676642676 | 0.862015161678662 |
54 | 0.169490495896417 | 0.338980991792835 | 0.830509504103582 |
55 | 0.161723147534725 | 0.32344629506945 | 0.838276852465275 |
56 | 0.216949605591671 | 0.433899211183341 | 0.783050394408329 |
57 | 0.207883830129589 | 0.415767660259178 | 0.792116169870411 |
58 | 0.178223050620415 | 0.356446101240831 | 0.821776949379585 |
59 | 0.18857091786836 | 0.377141835736719 | 0.81142908213164 |
60 | 0.216660537009747 | 0.433321074019493 | 0.783339462990253 |
61 | 0.190681473409746 | 0.381362946819493 | 0.809318526590254 |
62 | 0.159950576766454 | 0.319901153532908 | 0.840049423233546 |
63 | 0.17468923020169 | 0.349378460403381 | 0.82531076979831 |
64 | 0.147164667255143 | 0.294329334510285 | 0.852835332744857 |
65 | 0.121297065316434 | 0.242594130632867 | 0.878702934683566 |
66 | 0.117576964547154 | 0.235153929094309 | 0.882423035452846 |
67 | 0.107404080910005 | 0.21480816182001 | 0.892595919089995 |
68 | 0.107636959662199 | 0.215273919324397 | 0.892363040337801 |
69 | 0.0913583249962982 | 0.182716649992596 | 0.908641675003702 |
70 | 0.0744932481640963 | 0.148986496328193 | 0.925506751835904 |
71 | 0.0605348977915152 | 0.12106979558303 | 0.939465102208485 |
72 | 0.0477996698750224 | 0.0955993397500448 | 0.952200330124978 |
73 | 0.0449137264088656 | 0.0898274528177312 | 0.955086273591134 |
74 | 0.036026180648269 | 0.072052361296538 | 0.963973819351731 |
75 | 0.0300049536652854 | 0.0600099073305709 | 0.969995046334715 |
76 | 0.0230414419804433 | 0.0460828839608866 | 0.976958558019557 |
77 | 0.0180913980120979 | 0.0361827960241958 | 0.981908601987902 |
78 | 0.0144855986610463 | 0.0289711973220926 | 0.985514401338954 |
79 | 0.0217318789136061 | 0.0434637578272122 | 0.978268121086394 |
80 | 0.0173386750570144 | 0.0346773501140287 | 0.982661324942986 |
81 | 0.0169790641910422 | 0.0339581283820844 | 0.983020935808958 |
82 | 0.030488849219747 | 0.060977698439494 | 0.969511150780253 |
83 | 0.0235334249294139 | 0.0470668498588278 | 0.976466575070586 |
84 | 0.0196622359863707 | 0.0393244719727414 | 0.980337764013629 |
85 | 0.0216406578347216 | 0.0432813156694431 | 0.978359342165278 |
86 | 0.0192530053869049 | 0.0385060107738099 | 0.980746994613095 |
87 | 0.0146662508602833 | 0.0293325017205666 | 0.985333749139717 |
88 | 0.0192339511379367 | 0.0384679022758734 | 0.980766048862063 |
89 | 0.0151696243396933 | 0.0303392486793866 | 0.984830375660307 |
90 | 0.0113732216090305 | 0.022746443218061 | 0.988626778390969 |
91 | 0.0115021855029134 | 0.0230043710058269 | 0.988497814497087 |
92 | 0.0100640536151709 | 0.0201281072303418 | 0.989935946384829 |
93 | 0.00773952213791182 | 0.0154790442758236 | 0.992260477862088 |
94 | 0.00641618915165396 | 0.0128323783033079 | 0.993583810848346 |
95 | 0.0118044113120626 | 0.0236088226241252 | 0.988195588687937 |
96 | 0.0107451724969052 | 0.0214903449938104 | 0.989254827503095 |
97 | 0.0102827718184301 | 0.0205655436368602 | 0.98971722818157 |
98 | 0.00790205465807954 | 0.0158041093161591 | 0.99209794534192 |
99 | 0.00585169557089054 | 0.0117033911417811 | 0.99414830442911 |
100 | 0.00449838975618616 | 0.00899677951237231 | 0.995501610243814 |
101 | 0.0033388359040687 | 0.0066776718081374 | 0.996661164095931 |
102 | 0.00238597195773079 | 0.00477194391546158 | 0.997614028042269 |
103 | 0.00256431583436889 | 0.00512863166873779 | 0.997435684165631 |
104 | 0.00201810772247378 | 0.00403621544494755 | 0.997981892277526 |
105 | 0.00861627021401799 | 0.017232540428036 | 0.991383729785982 |
106 | 0.0193169703567745 | 0.038633940713549 | 0.980683029643226 |
107 | 0.0192672199822972 | 0.0385344399645945 | 0.980732780017703 |
108 | 0.0243956234840814 | 0.0487912469681627 | 0.975604376515919 |
109 | 0.0189388208012813 | 0.0378776416025626 | 0.981061179198719 |
110 | 0.0139242373488795 | 0.0278484746977591 | 0.986075762651121 |
111 | 0.0101459402279363 | 0.0202918804558726 | 0.989854059772064 |
112 | 0.0248323992935841 | 0.0496647985871683 | 0.975167600706416 |
113 | 0.0226463783585092 | 0.0452927567170184 | 0.977353621641491 |
114 | 0.0626716384088071 | 0.125343276817614 | 0.937328361591193 |
115 | 0.0536899234766869 | 0.107379846953374 | 0.946310076523313 |
116 | 0.0438251716511212 | 0.0876503433022423 | 0.956174828348879 |
117 | 0.127712254341788 | 0.255424508683577 | 0.872287745658212 |
118 | 0.123183619686242 | 0.246367239372483 | 0.876816380313758 |
119 | 0.110163602757869 | 0.220327205515739 | 0.889836397242131 |
120 | 0.190173466465613 | 0.380346932931227 | 0.809826533534386 |
121 | 0.182394483267425 | 0.36478896653485 | 0.817605516732575 |
122 | 0.216779914075919 | 0.433559828151838 | 0.783220085924081 |
123 | 0.210359256407196 | 0.420718512814392 | 0.789640743592804 |
124 | 0.209304463892027 | 0.418608927784054 | 0.790695536107973 |
125 | 0.193261850696198 | 0.386523701392396 | 0.806738149303802 |
126 | 0.159394279155868 | 0.318788558311737 | 0.840605720844132 |
127 | 0.126401761548947 | 0.252803523097895 | 0.873598238451053 |
128 | 0.130910824939467 | 0.261821649878933 | 0.869089175060533 |
129 | 0.185787054018668 | 0.371574108037337 | 0.814212945981332 |
130 | 0.161991674654977 | 0.323983349309955 | 0.838008325345023 |
131 | 0.143573170957019 | 0.287146341914038 | 0.856426829042981 |
132 | 0.125769870175506 | 0.251539740351012 | 0.874230129824494 |
133 | 0.116506941960348 | 0.233013883920695 | 0.883493058039653 |
134 | 0.0964925681399964 | 0.192985136279993 | 0.903507431860004 |
135 | 0.130346054522817 | 0.260692109045633 | 0.869653945477183 |
136 | 0.0987358156979438 | 0.197471631395888 | 0.901264184302056 |
137 | 0.0737283865542687 | 0.147456773108537 | 0.926271613445731 |
138 | 0.18028717669159 | 0.360574353383181 | 0.81971282330841 |
139 | 0.250321998512361 | 0.500643997024722 | 0.749678001487639 |
140 | 0.231691330048749 | 0.463382660097498 | 0.768308669951251 |
141 | 0.470624131224183 | 0.941248262448367 | 0.529375868775817 |
142 | 0.422400846878156 | 0.844801693756312 | 0.577599153121844 |
143 | 0.728533458252504 | 0.542933083494992 | 0.271466541747496 |
144 | 0.679249492862061 | 0.641501014275879 | 0.320750507137939 |
145 | 0.579343023922605 | 0.84131395215479 | 0.420656976077395 |
146 | 0.508302392586352 | 0.983395214827295 | 0.491697607413648 |
147 | 0.558406818456727 | 0.883186363086546 | 0.441593181543273 |
148 | 0.431110510972314 | 0.862221021944629 | 0.568889489027686 |
149 | 0.338206148176793 | 0.676412296353586 | 0.661793851823207 |
150 | 0.242095892321836 | 0.484191784643672 | 0.757904107678164 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 5 | 0.0352112676056338 | NOK |
5% type I error level | 37 | 0.26056338028169 | NOK |
10% type I error level | 43 | 0.302816901408451 | NOK |