Multiple Linear Regression - Estimated Regression Equation |
I1[t] = + 12.2426139710004 -0.812022350622843Month[t] + 0.366415335982668I2[t] + 0.263119372715402I3[t] + 0.267206841902655E1[t] -0.123305108901185E2[t] + 0.022526495877855E3[t] -0.215225699587043A[t] + 0.0597217620697523Happiness[t] + 0.127970017141604`Depression\r`[t] + 0.00364365193725671t + 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) | 12.2426139710004 | 6.737058 | 1.8172 | 0.071168 | 0.035584 |
Month | -0.812022350622843 | 0.718578 | -1.13 | 0.260251 | 0.130125 |
I2 | 0.366415335982668 | 0.063483 | 5.7718 | 0 | 0 |
I3 | 0.263119372715402 | 0.050992 | 5.16 | 1e-06 | 0 |
E1 | 0.267206841902655 | 0.075251 | 3.5509 | 0.000512 | 0.000256 |
E2 | -0.123305108901185 | 0.059075 | -2.0873 | 0.038544 | 0.019272 |
E3 | 0.022526495877855 | 0.061702 | 0.3651 | 0.715557 | 0.357778 |
A | -0.215225699587043 | 0.084393 | -2.5503 | 0.011759 | 0.00588 |
Happiness | 0.0597217620697523 | 0.10246 | 0.5829 | 0.560843 | 0.280421 |
`Depression\r` | 0.127970017141604 | 0.076284 | 1.6775 | 0.095505 | 0.047753 |
t | 0.00364365193725671 | 0.007684 | 0.4742 | 0.636045 | 0.318022 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.749973023374418 |
R-squared | 0.562459535789365 |
Adjusted R-squared | 0.533483346106542 |
F-TEST (value) | 19.411093796186 |
F-TEST (DF numerator) | 10 |
F-TEST (DF denominator) | 151 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.49784974069936 |
Sum Squared Residuals | 942.127252393892 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 26 | 24.2368073439508 | 1.76319265604925 |
2 | 20 | 21.1402024650887 | -1.14020246508873 |
3 | 19 | 21.9101377681762 | -2.91013776817616 |
4 | 19 | 18.1970582891044 | 0.802941710895617 |
5 | 20 | 19.3288423176289 | 0.671157682371081 |
6 | 25 | 24.3904492522703 | 0.609550747729715 |
7 | 25 | 20.6891027386087 | 4.31089726139129 |
8 | 22 | 20.0973050309335 | 1.90269496906653 |
9 | 26 | 22.2416499946655 | 3.75835000533451 |
10 | 22 | 20.6600745927751 | 1.33992540722494 |
11 | 17 | 19.9401972976192 | -2.94019729761918 |
12 | 22 | 22.7511792904591 | -0.751179290459052 |
13 | 19 | 21.0686120719108 | -2.06861207191078 |
14 | 24 | 22.9709825550731 | 1.02901744492687 |
15 | 26 | 26.8763255167494 | -0.876325516749414 |
16 | 21 | 19.1972024652785 | 1.80279753472149 |
17 | 13 | 16.3935277456565 | -3.39352774565655 |
18 | 26 | 27.4371053024252 | -1.43710530242525 |
19 | 20 | 22.3343326765223 | -2.33433267652235 |
20 | 22 | 19.0221445716917 | 2.9778554283083 |
21 | 14 | 17.7394638710995 | -3.73946387109947 |
22 | 21 | 20.5363944816028 | 0.463605518397232 |
23 | 7 | 14.0307735293565 | -7.03077352935654 |
24 | 23 | 21.8786368924059 | 1.12136310759409 |
25 | 17 | 19.1160193367051 | -2.11601933670508 |
26 | 25 | 22.626274072486 | 2.37372592751402 |
27 | 25 | 23.3039100931947 | 1.69608990680529 |
28 | 19 | 16.5104334403571 | 2.48956655964285 |
29 | 20 | 16.8736411150254 | 3.12635888497463 |
30 | 23 | 21.4620542695456 | 1.53794573045439 |
31 | 22 | 24.0202805445702 | -2.02028054457016 |
32 | 22 | 22.3503672531734 | -0.350367253173354 |
33 | 21 | 18.0998199552701 | 2.90018004472986 |
34 | 15 | 17.8082892394123 | -2.80828923941231 |
35 | 20 | 16.1116327107634 | 3.88836728923661 |
36 | 22 | 21.4792793781891 | 0.520720621810886 |
37 | 18 | 17.2379125067962 | 0.762087493203799 |
38 | 20 | 21.0487353955017 | -1.04873539550165 |
39 | 28 | 27.7225408346291 | 0.277459165370927 |
40 | 22 | 23.989456457212 | -1.98945645721204 |
41 | 18 | 21.4996471986817 | -3.49964719868171 |
42 | 23 | 21.0752112479777 | 1.9247887520223 |
43 | 20 | 21.4248838627635 | -1.42488386276353 |
44 | 25 | 24.9631020552176 | 0.036897944782419 |
45 | 26 | 22.1295613744795 | 3.8704386255205 |
46 | 15 | 14.409298381855 | 0.590701618145016 |
47 | 17 | 17.6690435667854 | -0.669043566785448 |
48 | 23 | 15.2784793627535 | 7.72152063724652 |
49 | 21 | 22.8011943012496 | -1.80119430124961 |
50 | 13 | 16.1401817513547 | -3.14018175135466 |
51 | 18 | 20.2561611461037 | -2.2561611461037 |
52 | 19 | 19.6658050938043 | -0.665805093804278 |
53 | 22 | 22.6549943452656 | -0.654994345265646 |
54 | 16 | 17.838411609562 | -1.83841160956201 |
55 | 24 | 23.1857183314029 | 0.814281668597095 |
56 | 18 | 20.2154955578674 | -2.21549555786736 |
57 | 20 | 21.9658376361885 | -1.96583763618845 |
58 | 24 | 20.6871882776059 | 3.31281172239407 |
59 | 14 | 18.1013982025901 | -4.10139820259013 |
60 | 22 | 20.8269524220987 | 1.1730475779013 |
61 | 24 | 18.9360741580038 | 5.06392584199615 |
62 | 18 | 18.7170151822964 | -0.71701518229637 |
63 | 21 | 24.7514753117111 | -3.75147531171112 |
64 | 23 | 22.2893336158021 | 0.71066638419789 |
65 | 17 | 19.0622596529401 | -2.06225965294009 |
66 | 22 | 21.7945485694207 | 0.205451430579334 |
67 | 24 | 25.0107011230779 | -1.01070112307793 |
68 | 21 | 22.397780164043 | -1.39778016404296 |
69 | 22 | 21.7871803855112 | 0.212819614488773 |
70 | 16 | 16.8523387565521 | -0.852338756552115 |
71 | 21 | 24.8500437077295 | -3.8500437077295 |
72 | 23 | 23.9959729190092 | -0.995972919009212 |
73 | 22 | 19.1491130162019 | 2.85088698379807 |
74 | 24 | 22.0674995713468 | 1.93250042865317 |
75 | 24 | 24.1461103298781 | -0.146110329878098 |
76 | 16 | 17.8743981637961 | -1.87439816379607 |
77 | 16 | 17.3882338991322 | -1.38823389913217 |
78 | 21 | 23.1046050441089 | -2.10460504410892 |
79 | 26 | 25.8385605899381 | 0.161439410061896 |
80 | 15 | 16.4778282108812 | -1.47782821088118 |
81 | 25 | 22.8543823386415 | 2.14561766135855 |
82 | 18 | 17.516931478196 | 0.48306852180399 |
83 | 23 | 20.1269727978804 | 2.87302720211961 |
84 | 20 | 21.0075235812599 | -1.00752358125994 |
85 | 17 | 20.4586874058693 | -3.45868740586928 |
86 | 25 | 24.7271277389971 | 0.272872261002863 |
87 | 24 | 22.3037939047101 | 1.69620609528994 |
88 | 17 | 14.1993247748087 | 2.80067522519127 |
89 | 19 | 18.6068792391385 | 0.393120760861509 |
90 | 20 | 20.6848054408236 | -0.684805440823637 |
91 | 15 | 16.4683422983568 | -1.4683422983568 |
92 | 27 | 24.7073486209806 | 2.29265137901944 |
93 | 22 | 19.3522662244766 | 2.64773377552344 |
94 | 23 | 22.9087221287875 | 0.0912778712125335 |
95 | 16 | 20.0283834799849 | -4.02838347998491 |
96 | 19 | 20.6082991489533 | -1.60829914895325 |
97 | 25 | 20.5237462007798 | 4.47625379922022 |
98 | 19 | 19.1870025816476 | -0.18700258164755 |
99 | 19 | 19.0946336905343 | -0.0946336905342887 |
100 | 26 | 24.8559167430465 | 1.14408325695349 |
101 | 21 | 18.4100658844251 | 2.58993411557488 |
102 | 20 | 19.9412998105617 | 0.0587001894382555 |
103 | 24 | 19.7948511311103 | 4.20514886888967 |
104 | 22 | 23.3933421834239 | -1.39334218342387 |
105 | 20 | 21.4363475376098 | -1.43634753760975 |
106 | 18 | 19.439228201656 | -1.43922820165603 |
107 | 18 | 16.6011276603076 | 1.39887233969245 |
108 | 24 | 21.5264112783778 | 2.47358872162216 |
109 | 24 | 21.2528389919928 | 2.7471610080072 |
110 | 22 | 24.5489391844896 | -2.54893918448958 |
111 | 23 | 19.7920132576658 | 3.20798674233415 |
112 | 22 | 19.838786958833 | 2.16121304116702 |
113 | 20 | 17.8505329030557 | 2.14946709694427 |
114 | 18 | 19.8388977799001 | -1.8388977799001 |
115 | 25 | 24.7002957646821 | 0.299704235317883 |
116 | 18 | 18.154992456602 | -0.154992456602017 |
117 | 16 | 17.580201729914 | -1.58020172991405 |
118 | 20 | 19.8743822799203 | 0.125617720079707 |
119 | 19 | 18.045597625315 | 0.954402374684969 |
120 | 15 | 15.8201023683216 | -0.820102368321603 |
121 | 19 | 19.1480136277782 | -0.148013627778212 |
122 | 19 | 22.096360559157 | -3.09636055915702 |
123 | 16 | 17.3093016467437 | -1.30930164674369 |
124 | 17 | 17.4960194408 | -0.496019440800049 |
125 | 28 | 23.2405554611257 | 4.75944453887433 |
126 | 23 | 22.7817995884048 | 0.218200411595211 |
127 | 25 | 23.4148479237573 | 1.58515207624271 |
128 | 20 | 18.6419332486819 | 1.35806675131809 |
129 | 17 | 20.2905652549974 | -3.29056525499744 |
130 | 23 | 22.8566021712627 | 0.14339782873735 |
131 | 16 | 19.8286183243319 | -3.82861832433187 |
132 | 23 | 24.091865411626 | -1.09186541162605 |
133 | 11 | 15.8748279711474 | -4.87482797114737 |
134 | 18 | 20.5598925858425 | -2.55989258584251 |
135 | 24 | 23.162548726298 | 0.837451273702028 |
136 | 23 | 19.1306242795674 | 3.86937572043262 |
137 | 21 | 21.8361744387282 | -0.836174438728189 |
138 | 16 | 19.6187404380185 | -3.61874043801848 |
139 | 24 | 25.1266112441135 | -1.12661124411348 |
140 | 23 | 21.6102097012035 | 1.38979029879649 |
141 | 18 | 15.7283255920653 | 2.27167440793467 |
142 | 20 | 20.7861271877941 | -0.786127187794113 |
143 | 9 | 18.7809699583662 | -9.78096995836622 |
144 | 24 | 20.4792890237757 | 3.52071097622431 |
145 | 25 | 24.9107314092358 | 0.0892685907641989 |
146 | 20 | 18.3474281191604 | 1.6525718808396 |
147 | 21 | 19.0957365194324 | 1.90426348056755 |
148 | 25 | 22.8791200605039 | 2.12087993949608 |
149 | 22 | 22.2917217709517 | -0.29172177095167 |
150 | 21 | 21.5381608498063 | -0.538160849806321 |
151 | 21 | 20.3284080099934 | 0.671591990006561 |
152 | 22 | 20.5645485077187 | 1.43545149228131 |
153 | 27 | 23.3760949658806 | 3.6239050341194 |
154 | 24 | 22.3349992058497 | 1.66500079415028 |
155 | 24 | 24.4767209476221 | -0.476720947622082 |
156 | 21 | 20.7276868602021 | 0.272313139797922 |
157 | 18 | 20.992500330426 | -2.992500330426 |
158 | 16 | 16.2655709783588 | -0.265570978358774 |
159 | 22 | 19.5756942663313 | 2.42430573366869 |
160 | 20 | 19.8099233253486 | 0.190076674651446 |
161 | 18 | 19.7151149845881 | -1.71511498458812 |
162 | 20 | 20.7088775160944 | -0.708877516094371 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
14 | 0.950137606299252 | 0.0997247874014962 | 0.0498623937007481 |
15 | 0.901147045353569 | 0.197705909292861 | 0.0988529546464306 |
16 | 0.862025235638339 | 0.275949528723322 | 0.137974764361661 |
17 | 0.799924216790127 | 0.400151566419747 | 0.200075783209873 |
18 | 0.727684755769731 | 0.544630488460539 | 0.272315244230269 |
19 | 0.659534649569921 | 0.680930700860158 | 0.340465350430079 |
20 | 0.647436229044546 | 0.705127541910908 | 0.352563770955454 |
21 | 0.583377711124049 | 0.833244577751902 | 0.416622288875951 |
22 | 0.504863558995094 | 0.990272882009812 | 0.495136441004906 |
23 | 0.585013400547718 | 0.829973198904564 | 0.414986599452282 |
24 | 0.558659155609778 | 0.882681688780444 | 0.441340844390222 |
25 | 0.486323844129678 | 0.972647688259355 | 0.513676155870322 |
26 | 0.560365082285555 | 0.879269835428891 | 0.439634917714445 |
27 | 0.49871524008538 | 0.99743048017076 | 0.50128475991462 |
28 | 0.64692358168637 | 0.70615283662726 | 0.35307641831363 |
29 | 0.656840490148393 | 0.686319019703214 | 0.343159509851607 |
30 | 0.597463041530061 | 0.805073916939877 | 0.402536958469938 |
31 | 0.594617800908907 | 0.810764398182186 | 0.405382199091093 |
32 | 0.576583143114763 | 0.846833713770474 | 0.423416856885237 |
33 | 0.554098310897457 | 0.891803378205086 | 0.445901689102543 |
34 | 0.623691130133878 | 0.752617739732243 | 0.376308869866122 |
35 | 0.753600700201175 | 0.49279859959765 | 0.246399299798825 |
36 | 0.705371586027586 | 0.589256827944829 | 0.294628413972414 |
37 | 0.65920572174195 | 0.681588556516099 | 0.34079427825805 |
38 | 0.607474026546061 | 0.785051946907877 | 0.392525973453939 |
39 | 0.550609391888136 | 0.898781216223727 | 0.449390608111864 |
40 | 0.526709807101215 | 0.94658038579757 | 0.473290192898785 |
41 | 0.533814824539138 | 0.932370350921725 | 0.466185175460862 |
42 | 0.499217879532124 | 0.998435759064248 | 0.500782120467876 |
43 | 0.451088659458767 | 0.902177318917534 | 0.548911340541233 |
44 | 0.418367174729816 | 0.836734349459633 | 0.581632825270184 |
45 | 0.474311948477492 | 0.948623896954985 | 0.525688051522508 |
46 | 0.420550782137709 | 0.841101564275419 | 0.579449217862291 |
47 | 0.37464204379034 | 0.74928408758068 | 0.62535795620966 |
48 | 0.777929270680016 | 0.444141458639968 | 0.222070729319984 |
49 | 0.773923232252109 | 0.452153535495781 | 0.22607676774789 |
50 | 0.800877685704655 | 0.39824462859069 | 0.199122314295345 |
51 | 0.784637804355083 | 0.430724391289835 | 0.215362195644917 |
52 | 0.748236429783322 | 0.503527140433356 | 0.251763570216678 |
53 | 0.727235130855224 | 0.545529738289553 | 0.272764869144776 |
54 | 0.700241172724918 | 0.599517654550164 | 0.299758827275082 |
55 | 0.662085433201083 | 0.675829133597834 | 0.337914566798917 |
56 | 0.650229923060113 | 0.699540153879774 | 0.349770076939887 |
57 | 0.628105610661722 | 0.743788778676556 | 0.371894389338278 |
58 | 0.73086872369545 | 0.538262552609099 | 0.26913127630455 |
59 | 0.785983419597424 | 0.428033160805151 | 0.214016580402576 |
60 | 0.755123829837834 | 0.489752340324331 | 0.244876170162166 |
61 | 0.83763541535101 | 0.324729169297979 | 0.16236458464899 |
62 | 0.806479341048589 | 0.387041317902823 | 0.193520658951411 |
63 | 0.851432282380742 | 0.297135435238515 | 0.148567717619258 |
64 | 0.822511415000626 | 0.354977169998749 | 0.177488584999374 |
65 | 0.841560481641882 | 0.316879036716237 | 0.158439518358118 |
66 | 0.810474399072729 | 0.379051201854541 | 0.189525600927271 |
67 | 0.794449877673857 | 0.411100244652286 | 0.205550122326143 |
68 | 0.768709533577984 | 0.462580932844032 | 0.231290466422016 |
69 | 0.734898754402255 | 0.53020249119549 | 0.265101245597745 |
70 | 0.696922970494014 | 0.606154059011972 | 0.303077029505986 |
71 | 0.748097094876879 | 0.503805810246243 | 0.251902905123121 |
72 | 0.71555990846158 | 0.56888018307684 | 0.28444009153842 |
73 | 0.74096779450633 | 0.518064410987341 | 0.259032205493671 |
74 | 0.729334885536955 | 0.54133022892609 | 0.270665114463045 |
75 | 0.690042247129634 | 0.619915505740731 | 0.309957752870366 |
76 | 0.694660432771706 | 0.610679134456588 | 0.305339567228294 |
77 | 0.660934483049642 | 0.678131033900716 | 0.339065516950358 |
78 | 0.647990252693052 | 0.704019494613895 | 0.352009747306948 |
79 | 0.612554896920656 | 0.774890206158689 | 0.387445103079344 |
80 | 0.588457250999347 | 0.823085498001305 | 0.411542749000653 |
81 | 0.575671762872368 | 0.848656474255264 | 0.424328237127632 |
82 | 0.55208140136093 | 0.895837197278139 | 0.44791859863907 |
83 | 0.573022897196913 | 0.853954205606174 | 0.426977102803087 |
84 | 0.539296252412124 | 0.921407495175751 | 0.460703747587876 |
85 | 0.590785207294547 | 0.818429585410906 | 0.409214792705453 |
86 | 0.543937333491902 | 0.912125333016197 | 0.456062666508098 |
87 | 0.521181187197158 | 0.957637625605683 | 0.478818812802842 |
88 | 0.540818279369681 | 0.918363441260638 | 0.459181720630319 |
89 | 0.501310607643334 | 0.997378784713332 | 0.498689392356666 |
90 | 0.47416529686825 | 0.948330593736499 | 0.52583470313175 |
91 | 0.44089130059241 | 0.88178260118482 | 0.55910869940759 |
92 | 0.422590777310115 | 0.84518155462023 | 0.577409222689885 |
93 | 0.425135253475698 | 0.850270506951395 | 0.574864746524302 |
94 | 0.384440880521898 | 0.768881761043795 | 0.615559119478102 |
95 | 0.472399329586661 | 0.944798659173321 | 0.527600670413339 |
96 | 0.454908045147771 | 0.909816090295541 | 0.545091954852229 |
97 | 0.559143035917959 | 0.881713928164082 | 0.440856964082041 |
98 | 0.51415710796302 | 0.97168578407396 | 0.48584289203698 |
99 | 0.472307020051232 | 0.944614040102464 | 0.527692979948768 |
100 | 0.43069867179232 | 0.86139734358464 | 0.56930132820768 |
101 | 0.425785683693211 | 0.851571367386422 | 0.574214316306789 |
102 | 0.378201914760448 | 0.756403829520895 | 0.621798085239552 |
103 | 0.471234626666509 | 0.942469253333018 | 0.528765373333491 |
104 | 0.454435168206735 | 0.90887033641347 | 0.545564831793265 |
105 | 0.421097683699428 | 0.842195367398857 | 0.578902316300572 |
106 | 0.387186783963345 | 0.774373567926691 | 0.612813216036655 |
107 | 0.353480130471452 | 0.706960260942903 | 0.646519869528548 |
108 | 0.359754569327769 | 0.719509138655538 | 0.640245430672231 |
109 | 0.347473429616487 | 0.694946859232975 | 0.652526570383513 |
110 | 0.332221349630089 | 0.664442699260179 | 0.667778650369911 |
111 | 0.367378374457478 | 0.734756748914956 | 0.632621625542522 |
112 | 0.380515870631548 | 0.761031741263097 | 0.619484129368452 |
113 | 0.404317637523061 | 0.808635275046121 | 0.595682362476939 |
114 | 0.366037457886833 | 0.732074915773665 | 0.633962542113167 |
115 | 0.316248759437777 | 0.632497518875554 | 0.683751240562223 |
116 | 0.26977736425964 | 0.539554728519279 | 0.73022263574036 |
117 | 0.245082432689505 | 0.49016486537901 | 0.754917567310495 |
118 | 0.209157448202391 | 0.418314896404781 | 0.790842551797609 |
119 | 0.187695545628226 | 0.375391091256453 | 0.812304454371774 |
120 | 0.178476630910435 | 0.35695326182087 | 0.821523369089565 |
121 | 0.153649256102202 | 0.307298512204404 | 0.846350743897798 |
122 | 0.146602043293545 | 0.29320408658709 | 0.853397956706455 |
123 | 0.122196948749896 | 0.244393897499793 | 0.877803051250104 |
124 | 0.095357779636109 | 0.190715559272218 | 0.904642220363891 |
125 | 0.286689837278882 | 0.573379674557764 | 0.713310162721118 |
126 | 0.237606067502638 | 0.475212135005276 | 0.762393932497362 |
127 | 0.232760751388392 | 0.465521502776785 | 0.767239248611608 |
128 | 0.227563055792754 | 0.455126111585508 | 0.772436944207246 |
129 | 0.245944695042647 | 0.491889390085294 | 0.754055304957353 |
130 | 0.209590295949929 | 0.419180591899858 | 0.790409704050071 |
131 | 0.224507947585588 | 0.449015895171176 | 0.775492052414412 |
132 | 0.17941763112943 | 0.358835262258859 | 0.82058236887057 |
133 | 0.276479552687175 | 0.55295910537435 | 0.723520447312825 |
134 | 0.266177200238659 | 0.532354400477319 | 0.73382279976134 |
135 | 0.259187040972203 | 0.518374081944406 | 0.740812959027797 |
136 | 0.23386236819962 | 0.467724736399241 | 0.76613763180038 |
137 | 0.236892814666353 | 0.473785629332705 | 0.763107185333647 |
138 | 0.224000105858464 | 0.448000211716928 | 0.775999894141536 |
139 | 0.1733882146157 | 0.346776429231399 | 0.8266117853843 |
140 | 0.143942785162199 | 0.287885570324399 | 0.856057214837801 |
141 | 0.122691338838584 | 0.245382677677168 | 0.877308661161416 |
142 | 0.0835082960462341 | 0.167016592092468 | 0.916491703953766 |
143 | 0.883902792562281 | 0.232194414875438 | 0.116097207437719 |
144 | 0.976004685700043 | 0.0479906285999145 | 0.0239953142999573 |
145 | 0.955423538912649 | 0.0891529221747016 | 0.0445764610873508 |
146 | 0.908096212214768 | 0.183807575570465 | 0.0919037877852323 |
147 | 0.826132386498941 | 0.347735227002118 | 0.173867613501059 |
148 | 0.70182460521352 | 0.596350789572959 | 0.29817539478648 |
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 | 1 | 0.00740740740740741 | OK |
10% type I error level | 3 | 0.0222222222222222 | OK |