Multiple Linear Regression - Estimated Regression Equation |
Depressed[t] = + 0.744322337543157 + 0.0431829008513266cannotdo[t] + 0.0448773140695066worrytoomuch[t] + 0.0708345958301553limitactivity[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) | 0.744322337543157 | 0.142146 | 5.2363 | 1e-06 | 0 |
cannotdo | 0.0431829008513266 | 0.028784 | 1.5002 | 0.135614 | 0.067807 |
worrytoomuch | 0.0448773140695066 | 0.026358 | 1.7026 | 0.090671 | 0.045336 |
limitactivity | 0.0708345958301553 | 0.03526 | 2.0089 | 0.046306 | 0.023153 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.303758148333111 |
R-squared | 0.0922690126787606 |
Adjusted R-squared | 0.0744703658685402 |
F-TEST (value) | 5.18404649873594 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 153 |
p-value | 0.00194084310711895 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.551270906941699 |
Sum Squared Residuals | 46.4966407645695 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1 | 1.23823238888677 | -0.238232388886769 |
2 | 1 | 1.06211195904513 | -0.0621119590451312 |
3 | 1 | 1.46796179546794 | -0.467961795467942 |
4 | 1 | 1.35394429878646 | -0.353944298786459 |
5 | 2 | 0.974051744124298 | 1.02594825587570 |
6 | 1 | 1.08103199135399 | -0.081031991353989 |
7 | 4 | 1.51283910953745 | 2.48716089046255 |
8 | 1 | 1.22439559623248 | -0.22439559623248 |
9 | 1 | 1.12421489220532 | -0.124214892205316 |
10 | 2 | 1.46796179546794 | 0.532038204532059 |
11 | 1 | 1.42816772105297 | -0.428167721052975 |
12 | 1 | 1.20378115070544 | -0.203781150705442 |
13 | 2 | 1.35733312522282 | 0.64266687477718 |
14 | 1 | 1.33841309291396 | -0.338413092913962 |
15 | 1 | 1.08272640457217 | -0.0827264045721691 |
16 | 1 | 1.51453352275563 | -0.514533522755628 |
17 | 1 | 1.07933757813581 | -0.079337578135809 |
18 | 1 | 1.55602201038877 | -0.556022010388775 |
19 | 1 | 1.16059824985412 | -0.160598249854115 |
20 | 2 | 1.35563871200464 | 0.64436128799536 |
21 | 1 | 1.01723464497562 | -0.0172346449756245 |
22 | 2 | 1.60963098712825 | 0.390369012871748 |
23 | 1 | 1.49391907722859 | -0.49391907722859 |
24 | 2 | 1.33671867969578 | 0.663281320304218 |
25 | 1 | 1.61301981356461 | -0.613019813564612 |
26 | 1 | 1.34521263611649 | -0.345212636116489 |
27 | 1 | 1.32629260380763 | -0.326292603807631 |
28 | 2 | 1.46965620868612 | 0.530343791313878 |
29 | 1 | 1.33841309291396 | -0.338413092913962 |
30 | 1 | 0.903217148294143 | 0.0967828517058574 |
31 | 2 | 1.32798701702581 | 0.67201298297419 |
32 | 1 | 1.25376359475930 | -0.253763594759295 |
33 | 1 | 1.06211195904513 | -0.0621119590451311 |
34 | 1 | 1.10529485989646 | -0.105294859896458 |
35 | 1 | 1.24162121532316 | -0.241621215323158 |
36 | 2 | 1.61132540034643 | 0.388674599653568 |
37 | 1 | 1.24162121532316 | -0.241621215323158 |
38 | 1 | 0.903217148294143 | 0.0967828517058574 |
39 | 1 | 1.51283910953745 | -0.512839109537448 |
40 | 1 | 1.44200451370729 | -0.442004513707293 |
41 | 1 | 1.04488633995445 | -0.0448863399544533 |
42 | 1 | 0.903217148294143 | 0.0967828517058574 |
43 | 1 | 1.42816772105297 | -0.428167721052975 |
44 | 1 | 1.21931235657794 | -0.219312356577940 |
45 | 1 | 1.37820716732893 | -0.378207167328928 |
46 | 1 | 1.31076139793513 | -0.310761397935133 |
47 | 1 | 1.15017217396596 | -0.150172173965964 |
48 | 1 | 1.03784909050266 | -0.0378490905026625 |
49 | 1 | 1.27461574653560 | -0.274615746535597 |
50 | 1 | 1.29184136562628 | -0.291841365626275 |
51 | 2 | 1.21566393356251 | 0.784336066437491 |
52 | 2 | 1.41604723194664 | 0.583952768053356 |
53 | 1 | 1.42477889461661 | -0.424778894616615 |
54 | 1 | 1.17443504250843 | -0.174435042508433 |
55 | 1 | 1.06211195904513 | -0.0621119590451311 |
56 | 2 | 1.31076139793513 | 0.689238602064867 |
57 | 1 | 1.30567815828059 | -0.305678158280593 |
58 | 1 | 1.15186658718414 | -0.151866587184144 |
59 | 2 | 1.32968143024399 | 0.670318569756009 |
60 | 1 | 1.20378115070544 | -0.203781150705442 |
61 | 1 | 1.46796179546794 | -0.467961795467941 |
62 | 1 | 1.37116991787714 | -0.371169917877137 |
63 | 1 | 1.23653797566862 | -0.236537975668618 |
64 | 1 | 1.67173392028844 | -0.671733920288437 |
65 | 2 | 1.37990158054711 | 0.620098419452892 |
66 | 1 | 1.31949306060510 | -0.319493060605104 |
67 | 1 | 1.53879639129810 | -0.538796391298097 |
68 | 2 | 1.10698927311464 | 0.893010726885362 |
69 | 1 | 1.08976365402396 | -0.0897636540239599 |
70 | 1 | 1.55602201038877 | -0.556022010388775 |
71 | 1 | 1.41435281872846 | -0.414352818728464 |
72 | 1 | 1.23992680210498 | -0.239926802104978 |
73 | 1 | 1.14847776074778 | -0.148477760747784 |
74 | 3 | 1.44904176315908 | 1.55095823684092 |
75 | 2 | 1.15186658718414 | 0.848133412815856 |
76 | 2 | 1.39882161285597 | 0.601178387144034 |
77 | 1 | 1.23992680210498 | -0.239926802104978 |
78 | 1 | 1.06211195904513 | -0.0621119590451311 |
79 | 1 | 1.19674390125365 | -0.196743901253651 |
80 | 1 | 1.10529485989646 | -0.105294859896458 |
81 | 1 | 1.06041754582695 | -0.0604175458269511 |
82 | 1 | 1.20719186747161 | -0.207191867471609 |
83 | 1 | 1.2227011830143 | -0.222701183014300 |
84 | 1 | 1.26757849708381 | -0.267578497083806 |
85 | 1 | 1.26757849708381 | -0.267578497083806 |
86 | 1 | 1.30737257149877 | -0.307372571498773 |
87 | 1 | 0.94809446236365 | 0.0519055376363508 |
88 | 3 | 1.55771642360695 | 1.44228357639305 |
89 | 1 | 0.946400049145469 | 0.0535999508545308 |
90 | 1 | 1.08272640457217 | -0.0827264045721691 |
91 | 1 | 1.12590930542350 | -0.125909305423496 |
92 | 1 | 1.13294655487529 | -0.132946554875287 |
93 | 1 | 1.15525541362050 | -0.155255413620504 |
94 | 1 | 1.26249525742927 | -0.262495257429266 |
95 | 1 | 1.45243058959544 | -0.452430589595444 |
96 | 1 | 1.17782386894479 | -0.177823868944793 |
97 | 1 | 1.19335507481729 | -0.193355074817291 |
98 | 1 | 1.19674390125365 | -0.196743901253651 |
99 | 1 | 1.26757849708381 | -0.267578497083806 |
100 | 2 | 1.42477889461661 | 0.575221105383385 |
101 | 1 | 1.34010750613214 | -0.340107506132142 |
102 | 1 | 1.39712719963779 | -0.397127199637786 |
103 | 1 | 1.28310970295630 | -0.283109702956304 |
104 | 2 | 1.48518741455862 | 0.514812585441381 |
105 | 1 | 1.13294655487529 | -0.132946554875287 |
106 | 2 | 1.46796179546794 | 0.532038204532059 |
107 | 2 | 1.15356100040232 | 0.846438999597675 |
108 | 3 | 1.44565293672272 | 1.55434706327728 |
109 | 2 | 1.32629260380763 | 0.673707396192369 |
110 | 2 | 1.28480411617448 | 0.715195883825516 |
111 | 1 | 1.46965620868612 | -0.469656208686122 |
112 | 1 | 1.40585886230776 | -0.405858862307757 |
113 | 1 | 0.965320081454327 | 0.0346799185456729 |
114 | 1 | 0.992971776433156 | 0.00702822356684417 |
115 | 1 | 1.65281388797958 | -0.652813887979579 |
116 | 1 | 1.21227510712615 | -0.212275107126149 |
117 | 1 | 1.06211195904513 | -0.0621119590451311 |
118 | 2 | 1.25206918154112 | 0.747930818458885 |
119 | 1 | 1.33502426647760 | -0.335024266477602 |
120 | 1 | 1.32798701702581 | -0.327987017025811 |
121 | 1 | 1.42477889461661 | -0.424778894616615 |
122 | 1 | 0.991277363214976 | 0.0087226367850242 |
123 | 1 | 1.42308448139843 | -0.423084481398435 |
124 | 1 | 1.17612945572661 | -0.176129455726613 |
125 | 1 | 0.991277363214976 | 0.0087226367850242 |
126 | 1 | 1.23992680210498 | -0.239926802104978 |
127 | 1 | 1.49561349044677 | -0.49561349044677 |
128 | 2 | 1.35224988556828 | 0.64775011443172 |
129 | 2 | 1.36947550465896 | 0.630524495341042 |
130 | 1 | 1.01723464497562 | -0.0172346449756245 |
131 | 1 | 1.33841309291396 | -0.338413092913962 |
132 | 1 | 1.33841309291396 | -0.338413092913962 |
133 | 1 | 1.33841309291396 | -0.338413092913962 |
134 | 4 | 1.38329040698347 | 2.61670959301653 |
135 | 1 | 1.46796179546794 | -0.467961795467941 |
136 | 2 | 1.33841309291396 | 0.661586907086038 |
137 | 1 | 1.28480411617448 | -0.284804116174484 |
138 | 1 | 1.51114469631927 | -0.511144696319268 |
139 | 1 | 1.28310970295630 | -0.283109702956304 |
140 | 1 | 1.41604723194664 | -0.416047231946644 |
141 | 1 | 0.903217148294143 | 0.0967828517058574 |
142 | 1 | 1.17782386894479 | -0.177823868944793 |
143 | 1 | 1.19674390125365 | -0.196743901253651 |
144 | 1 | 1.12590930542350 | -0.125909305423496 |
145 | 1 | 1.48518741455862 | -0.485187414558619 |
146 | 1 | 1.2227011830143 | -0.222701183014300 |
147 | 1 | 1.06211195904513 | -0.0621119590451311 |
148 | 2 | 1.32118747382328 | 0.678812526176716 |
149 | 1 | 1.32629260380763 | -0.326292603807631 |
150 | 1 | 1.45243058959544 | -0.452430589595444 |
151 | 3 | 1.51114469631927 | 1.48885530368073 |
152 | 1 | 1.08272640457217 | -0.0827264045721691 |
153 | 1 | 1.06211195904513 | -0.0621119590451311 |
154 | 1 | 1.23992680210498 | -0.239926802104978 |
155 | 1 | 1.08806924080578 | -0.0880692408057799 |
156 | 2 | 1.29184136562628 | 0.708158634373725 |
157 | 1 | 1.50241303364930 | -0.502413033649297 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.999133132765707 | 0.00173373446858505 | 0.000866867234292524 |
8 | 0.999819207286542 | 0.000361585426915195 | 0.000180792713457597 |
9 | 0.999531428493075 | 0.000937143013849277 | 0.000468571506924638 |
10 | 0.99897762075249 | 0.00204475849501802 | 0.00102237924750901 |
11 | 0.998444186793795 | 0.00311162641240942 | 0.00155581320620471 |
12 | 0.99833400394785 | 0.00333199210429786 | 0.00166599605214893 |
13 | 0.998331922160378 | 0.00333615567924387 | 0.00166807783962193 |
14 | 0.997582621650668 | 0.0048347566986642 | 0.0024173783493321 |
15 | 0.995604731024221 | 0.0087905379515581 | 0.00439526897577905 |
16 | 0.99591265351649 | 0.00817469296702047 | 0.00408734648351023 |
17 | 0.993293409823635 | 0.0134131803527293 | 0.00670659017636463 |
18 | 0.994598690243943 | 0.0108026195121130 | 0.00540130975605651 |
19 | 0.991605305113512 | 0.0167893897729755 | 0.00839469488648776 |
20 | 0.991366778648274 | 0.0172664427034521 | 0.00863322135172607 |
21 | 0.986521937738254 | 0.0269561245234915 | 0.0134780622617458 |
22 | 0.980857113339018 | 0.0382857733219641 | 0.0191428866609821 |
23 | 0.980662042795968 | 0.0386759144080636 | 0.0193379572040318 |
24 | 0.98056584015269 | 0.0388683196946201 | 0.0194341598473100 |
25 | 0.980609995282768 | 0.0387800094344644 | 0.0193900047172322 |
26 | 0.976256997121444 | 0.0474860057571118 | 0.0237430028785559 |
27 | 0.970115832967364 | 0.0597683340652728 | 0.0298841670326364 |
28 | 0.967181284651595 | 0.0656374306968104 | 0.0328187153484052 |
29 | 0.959176781261826 | 0.0816464374763487 | 0.0408232187381744 |
30 | 0.944624212639886 | 0.110751574720228 | 0.0553757873601142 |
31 | 0.947549767840644 | 0.104900464318713 | 0.0524502321593564 |
32 | 0.936251528027538 | 0.127496943944923 | 0.0637484719724617 |
33 | 0.916973629057828 | 0.166052741884344 | 0.0830263709421719 |
34 | 0.894566905841487 | 0.210866188317026 | 0.105433094158513 |
35 | 0.871545387468837 | 0.256909225062326 | 0.128454612531163 |
36 | 0.851237711086702 | 0.297524577826597 | 0.148762288913299 |
37 | 0.822033636651784 | 0.355932726696433 | 0.177966363348216 |
38 | 0.785108342606231 | 0.429783314787538 | 0.214891657393769 |
39 | 0.78088660794898 | 0.438226784102041 | 0.219113392051021 |
40 | 0.763566437109839 | 0.472867125780322 | 0.236433562890161 |
41 | 0.721905425708143 | 0.556189148583714 | 0.278094574291857 |
42 | 0.676579860154852 | 0.646840279690295 | 0.323420139845147 |
43 | 0.652274565707465 | 0.69545086858507 | 0.347725434292535 |
44 | 0.613708865351274 | 0.772582269297452 | 0.386291134648726 |
45 | 0.588435390823273 | 0.823129218353453 | 0.411564609176727 |
46 | 0.551454111325814 | 0.897091777348371 | 0.448545888674186 |
47 | 0.503272433989086 | 0.993455132021827 | 0.496727566010914 |
48 | 0.452233933554359 | 0.904467867108717 | 0.547766066445641 |
49 | 0.415572184105914 | 0.831144368211828 | 0.584427815894086 |
50 | 0.379057749003583 | 0.758115498007165 | 0.620942250996417 |
51 | 0.425833868800598 | 0.851667737601197 | 0.574166131199402 |
52 | 0.428031788426837 | 0.856063576853675 | 0.571968211573163 |
53 | 0.405146865747339 | 0.810293731494677 | 0.594853134252661 |
54 | 0.36074852955639 | 0.72149705911278 | 0.63925147044361 |
55 | 0.315882251412617 | 0.631764502825234 | 0.684117748587383 |
56 | 0.340124230163429 | 0.680248460326857 | 0.659875769836571 |
57 | 0.305842862703522 | 0.611685725407044 | 0.694157137296478 |
58 | 0.267978869003393 | 0.535957738006786 | 0.732021130996607 |
59 | 0.280429422214711 | 0.560858844429421 | 0.719570577785289 |
60 | 0.245386638723488 | 0.490773277446975 | 0.754613361276512 |
61 | 0.231689530501592 | 0.463379061003185 | 0.768310469498408 |
62 | 0.212718104473799 | 0.425436208947598 | 0.787281895526201 |
63 | 0.183792394848262 | 0.367584789696524 | 0.816207605151738 |
64 | 0.193187290824558 | 0.386374581649115 | 0.806812709175442 |
65 | 0.209322535601691 | 0.418645071203381 | 0.79067746439831 |
66 | 0.186683285967876 | 0.373366571935752 | 0.813316714032124 |
67 | 0.181799500319933 | 0.363599000639867 | 0.818200499680066 |
68 | 0.235563906982822 | 0.471127813965644 | 0.764436093017178 |
69 | 0.201985071973951 | 0.403970143947903 | 0.798014928026049 |
70 | 0.199120686112827 | 0.398241372225653 | 0.800879313887173 |
71 | 0.182979830222941 | 0.365959660445882 | 0.817020169777059 |
72 | 0.159664755138111 | 0.319329510276223 | 0.840335244861889 |
73 | 0.134286329341281 | 0.268572658682561 | 0.86571367065872 |
74 | 0.404278348319538 | 0.808556696639077 | 0.595721651680462 |
75 | 0.462303394467492 | 0.924606788934984 | 0.537696605532508 |
76 | 0.469255829161124 | 0.938511658322248 | 0.530744170838876 |
77 | 0.432331523373335 | 0.86466304674667 | 0.567668476626665 |
78 | 0.387786162472122 | 0.775572324944243 | 0.612213837527879 |
79 | 0.350506412979277 | 0.701012825958554 | 0.649493587020723 |
80 | 0.309671826088926 | 0.619343652177852 | 0.690328173911074 |
81 | 0.27022609129869 | 0.54045218259738 | 0.72977390870131 |
82 | 0.238674794445138 | 0.477349588890276 | 0.761325205554862 |
83 | 0.209832029760341 | 0.419664059520682 | 0.790167970239659 |
84 | 0.185442354213944 | 0.370884708427888 | 0.814557645786056 |
85 | 0.162788632390299 | 0.325577264780597 | 0.837211367609701 |
86 | 0.144212084096657 | 0.288424168193315 | 0.855787915903343 |
87 | 0.119677548253450 | 0.239355096506900 | 0.88032245174655 |
88 | 0.305389804169644 | 0.610779608339288 | 0.694610195830356 |
89 | 0.265907625457610 | 0.531815250915221 | 0.73409237454239 |
90 | 0.230566073366998 | 0.461132146733997 | 0.769433926633001 |
91 | 0.198239273662420 | 0.396478547324839 | 0.80176072633758 |
92 | 0.169424692106319 | 0.338849384212637 | 0.830575307893682 |
93 | 0.143979972404309 | 0.287959944808618 | 0.856020027595691 |
94 | 0.126857089556720 | 0.253714179113440 | 0.87314291044328 |
95 | 0.118385742114224 | 0.236771484228447 | 0.881614257885776 |
96 | 0.0990374622801697 | 0.198074924560339 | 0.90096253771983 |
97 | 0.0828024512328941 | 0.165604902465788 | 0.917197548767106 |
98 | 0.0677658469309143 | 0.135531693861829 | 0.932234153069086 |
99 | 0.056260159561381 | 0.112520319122762 | 0.943739840438619 |
100 | 0.0564529168022137 | 0.112905833604427 | 0.943547083197786 |
101 | 0.047673504635815 | 0.09534700927163 | 0.952326495364185 |
102 | 0.0421541697817294 | 0.0843083395634588 | 0.95784583021827 |
103 | 0.0346395943787677 | 0.0692791887575354 | 0.965360405621232 |
104 | 0.0329198839939378 | 0.0658397679878756 | 0.967080116006062 |
105 | 0.0258192728451381 | 0.0516385456902762 | 0.974180727154862 |
106 | 0.0246091484993208 | 0.0492182969986416 | 0.97539085150068 |
107 | 0.0357817507926444 | 0.0715635015852888 | 0.964218249207356 |
108 | 0.141412094239176 | 0.282824188478351 | 0.858587905760824 |
109 | 0.156319268124614 | 0.312638536249228 | 0.843680731875386 |
110 | 0.176371498055457 | 0.352742996110913 | 0.823628501944543 |
111 | 0.163007633888944 | 0.326015267777888 | 0.836992366111056 |
112 | 0.147812891699906 | 0.295625783399812 | 0.852187108300094 |
113 | 0.120344670160321 | 0.240689340320642 | 0.879655329839679 |
114 | 0.0963732714181386 | 0.192746542836277 | 0.903626728581861 |
115 | 0.105203770696480 | 0.210407541392960 | 0.89479622930352 |
116 | 0.0848910089840944 | 0.169782017968189 | 0.915108991015906 |
117 | 0.066462081008 | 0.132924162016 | 0.933537918992 |
118 | 0.0949160063908701 | 0.189832012781740 | 0.90508399360913 |
119 | 0.0815669675578523 | 0.163133935115705 | 0.918433032442148 |
120 | 0.066527247617126 | 0.133054495234252 | 0.933472752382874 |
121 | 0.0604843956172988 | 0.120968791234598 | 0.939515604382701 |
122 | 0.0461747554153046 | 0.0923495108306093 | 0.953825244584695 |
123 | 0.0411230247424856 | 0.0822460494849711 | 0.958876975257514 |
124 | 0.0315459679432038 | 0.0630919358864076 | 0.968454032056796 |
125 | 0.0230533985844103 | 0.0461067971688205 | 0.97694660141559 |
126 | 0.0169194127153518 | 0.0338388254307036 | 0.983080587284648 |
127 | 0.0196167453167608 | 0.0392334906335216 | 0.98038325468324 |
128 | 0.0210434771407016 | 0.0420869542814031 | 0.978956522859298 |
129 | 0.0311206122192274 | 0.0622412244384547 | 0.968879387780773 |
130 | 0.0221211735701805 | 0.0442423471403609 | 0.97787882642982 |
131 | 0.0225005738348579 | 0.0450011476697157 | 0.977499426165142 |
132 | 0.0253166635337532 | 0.0506333270675064 | 0.974683336466247 |
133 | 0.0331127315108156 | 0.0662254630216312 | 0.966887268489184 |
134 | 0.796782504217655 | 0.406434991564689 | 0.203217495782345 |
135 | 0.79844956728208 | 0.403100865435839 | 0.201550432717919 |
136 | 0.802718477479904 | 0.394563045040191 | 0.197281522520096 |
137 | 0.746108727828473 | 0.507782544343054 | 0.253891272171527 |
138 | 0.776224993662644 | 0.447550012674712 | 0.223775006337356 |
139 | 0.714041933686346 | 0.571916132627309 | 0.285958066313654 |
140 | 0.645077777830258 | 0.709844444339485 | 0.354922222169742 |
141 | 0.57380951254325 | 0.8523809749135 | 0.42619048745675 |
142 | 0.506188782153437 | 0.987622435693127 | 0.493811217846563 |
143 | 0.41498127141355 | 0.8299625428271 | 0.58501872858645 |
144 | 0.351975593927296 | 0.703951187854593 | 0.648024406072704 |
145 | 0.340046272179801 | 0.680092544359601 | 0.6599537278202 |
146 | 0.263090549734204 | 0.526181099468407 | 0.736909450265796 |
147 | 0.180489858984476 | 0.360979717968952 | 0.819510141015524 |
148 | 0.139505953045004 | 0.279011906090009 | 0.860494046954996 |
149 | 0.096758438610193 | 0.193516877220386 | 0.903241561389807 |
150 | 0.460109053736764 | 0.920218107473528 | 0.539890946263236 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 10 | 0.0694444444444444 | NOK |
5% type I error level | 27 | 0.1875 | NOK |
10% type I error level | 42 | 0.291666666666667 | NOK |