Multiple Linear Regression - Estimated Regression Equation |
ParentalExpectations[t] = + 5.10714357111745 -0.00142234580182886Depression[t] + 0.691744367954341ParentalCriticism[t] + 0.0961766747674232ConcernOverMistakes[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) | 5.10714357111745 | 1.375748 | 3.7123 | 0.000286 | 0.000143 |
Depression | -0.00142234580182886 | 0.069907 | -0.0203 | 0.983793 | 0.491897 |
ParentalCriticism | 0.691744367954341 | 0.085046 | 8.1338 | 0 | 0 |
ConcernOverMistakes | 0.0961766747674232 | 0.040384 | 2.3816 | 0.018453 | 0.009226 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.612364119037733 |
R-squared | 0.374989814284858 |
Adjusted R-squared | 0.362892842948436 |
F-TEST (value) | 30.9986527913662 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 155 |
p-value | 8.88178419700125e-16 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.75014920716009 |
Sum Squared Residuals | 1172.31470255471 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 11 | 15.6992480313658 | -4.69924803136577 |
2 | 7 | 13.0298695801176 | -6.02986958011764 |
3 | 17 | 12.2561891445728 | 4.74381085542723 |
4 | 10 | 12.3552105109438 | -2.35521051094385 |
5 | 12 | 13.0341537666817 | -1.03415376668173 |
6 | 12 | 11.4711127934547 | 0.528887206545337 |
7 | 11 | 9.76636293064304 | 1.23363706935696 |
8 | 11 | 14.2395126110739 | -3.23951261107386 |
9 | 12 | 11.6663108345932 | 0.333689165406833 |
10 | 13 | 11.5658671224203 | 1.43413287757974 |
11 | 14 | 15.605916048202 | -1.60591604820199 |
12 | 16 | 14.8985087272689 | 1.10149127273107 |
13 | 11 | 14.2153155832842 | -3.21531558328416 |
14 | 10 | 12.3523658193402 | -2.35236581934019 |
15 | 11 | 12.0695251782452 | -1.06952517824524 |
16 | 15 | 9.00832829891829 | 5.99167170108171 |
17 | 9 | 13.3326402115968 | -4.3326402115968 |
18 | 11 | 12.0681028324434 | -1.06810283244341 |
19 | 17 | 11.858664184128 | 5.14133581587199 |
20 | 17 | 15.6793180409815 | 1.32068195901845 |
21 | 11 | 13.9196566808141 | -2.91965668081414 |
22 | 18 | 15.966425719482 | 2.03357428051801 |
23 | 14 | 16.1024623750178 | -2.10246237501782 |
24 | 10 | 13.6026625913167 | -3.60266259131669 |
25 | 11 | 12.4528095315131 | -1.4528095315131 |
26 | 15 | 12.8588685667688 | 2.14113143323117 |
27 | 15 | 11.1654974703718 | 3.83450252962816 |
28 | 13 | 13.331217865795 | -0.331217865794974 |
29 | 16 | 13.4288168863642 | 2.57118311363577 |
30 | 13 | 10.8741227544659 | 2.12587724553408 |
31 | 9 | 11.5530488610452 | -2.55304886104519 |
32 | 18 | 18.5581351405451 | -0.558135140545055 |
33 | 18 | 11.0522354968239 | 6.94776450317613 |
34 | 12 | 12.3381252121633 | -0.3381252121633 |
35 | 17 | 12.9493558583289 | 4.05064414167106 |
36 | 9 | 12.3238846049864 | -3.32388460498641 |
37 | 9 | 12.4029931301319 | -3.40299313013189 |
38 | 12 | 9.79909403324371 | 2.20090596675629 |
39 | 18 | 16.4715061211088 | 1.5284938788912 |
40 | 12 | 12.3395475579651 | -0.339547557965129 |
41 | 18 | 14.8009097066997 | 3.19909029330033 |
42 | 14 | 13.4288168863642 | 0.571183113635774 |
43 | 15 | 12.3608998941512 | 2.63910010584884 |
44 | 16 | 10.1809560407097 | 5.81904395929025 |
45 | 10 | 12.5489862062805 | -2.54898620628053 |
46 | 11 | 12.0652581408398 | -1.06525814083975 |
47 | 14 | 13.9353196337929 | 0.0646803662071349 |
48 | 9 | 12.4157942423483 | -3.41579424234834 |
49 | 12 | 13.40888689598 | -1.40888689598002 |
50 | 17 | 12.1457718626285 | 4.85422813737155 |
51 | 5 | 10.3604911288695 | -5.36049112886953 |
52 | 12 | 12.3523658193402 | -0.352365819340192 |
53 | 12 | 12.5390297856677 | -0.539029785667723 |
54 | 6 | 8.91215162415087 | -2.91215162415087 |
55 | 24 | 21.619332019872 | 2.380667980128 |
56 | 12 | 13.1246239090832 | -1.12462390908324 |
57 | 12 | 12.7384948642117 | -0.738494864211714 |
58 | 14 | 10.8798121376732 | 3.12018786232677 |
59 | 7 | 9.0140176821256 | -2.01401768212561 |
60 | 13 | 11.9662367744687 | 1.03376322553133 |
61 | 12 | 12.9393994377161 | -0.939399437716137 |
62 | 13 | 11.2602517993374 | 1.73974820066256 |
63 | 14 | 11.7596428177569 | 2.24035718224307 |
64 | 8 | 13.0441101872945 | -5.04411018729453 |
65 | 11 | 9.50914166313961 | 1.49085833686039 |
66 | 9 | 11.3393431753243 | -2.33934317532431 |
67 | 11 | 13.5983955539112 | -2.59839555391121 |
68 | 13 | 12.4513871857113 | 0.548612814288727 |
69 | 10 | 10.1047093563265 | -0.104709356326531 |
70 | 11 | 12.544719168875 | -1.54471916887504 |
71 | 12 | 12.6238105448619 | -0.623810544861912 |
72 | 9 | 11.7553757803514 | -2.75537578035145 |
73 | 15 | 14.1996526303054 | 0.80034736969456 |
74 | 18 | 15.4912317288522 | 2.50876827114781 |
75 | 15 | 11.7425575189764 | 3.25744248102362 |
76 | 12 | 12.8261374641682 | -0.826137464168164 |
77 | 13 | 10.4894160553962 | 2.51058394460378 |
78 | 14 | 13.3283731741913 | 0.671626825808683 |
79 | 10 | 12.4499648399094 | -2.44996483990944 |
80 | 13 | 11.9377555601149 | 1.06224443988511 |
81 | 13 | 14.2210049664915 | -1.22100496649148 |
82 | 11 | 12.3580552025475 | -1.35805520254751 |
83 | 13 | 12.6480075726516 | 0.351992427348394 |
84 | 16 | 13.9310525963874 | 2.06894740361262 |
85 | 8 | 10.7608607809179 | -2.76086078091794 |
86 | 16 | 11.95057382149 | 4.04942617851005 |
87 | 11 | 10.5670850855813 | 0.432914914418732 |
88 | 9 | 12.0666804866416 | -3.06668048664158 |
89 | 16 | 17.4631764289386 | -1.46317642893864 |
90 | 12 | 11.7454193597386 | 0.254580640261357 |
91 | 14 | 13.1232015632814 | 0.876798436718593 |
92 | 8 | 10.1980413394903 | -2.1980413394903 |
93 | 9 | 10.0862017117442 | -1.08620171174415 |
94 | 15 | 11.3521614366994 | 3.64783856330063 |
95 | 11 | 13.8377206132236 | -2.83772061322361 |
96 | 21 | 16.3739071005395 | 4.62609289946046 |
97 | 14 | 14.2915622676674 | -0.291562267667377 |
98 | 18 | 16.1815537510047 | 1.8184462489953 |
99 | 12 | 11.7610651635588 | 0.238934836441239 |
100 | 13 | 12.7427619016172 | 0.257238098382799 |
101 | 15 | 14.2224273122933 | 0.777572687706694 |
102 | 12 | 10.6775023675256 | 1.32249763247442 |
103 | 19 | 13.9310525963874 | 5.06894740361262 |
104 | 15 | 13.7401215926544 | 1.25987840734564 |
105 | 11 | 14.2138932374823 | -3.21389323748233 |
106 | 11 | 10.94325770984 | 0.056742290160013 |
107 | 10 | 11.9534185130936 | -1.95341851309361 |
108 | 13 | 14.3100699122498 | -1.31006991224976 |
109 | 15 | 15.0994133007733 | -0.0994133007733494 |
110 | 12 | 10.8584769506458 | 1.1415230493542 |
111 | 12 | 11.1797380775487 | 0.820261922451264 |
112 | 16 | 16.07968769303 | -0.07968769302996 |
113 | 9 | 14.720395984911 | -5.72039598491097 |
114 | 18 | 15.0994133007733 | 2.90058669922665 |
115 | 8 | 13.5648535419001 | -5.56485354190006 |
116 | 13 | 10.0904687491496 | 2.90953125085036 |
117 | 17 | 12.4485424941076 | 4.55145750589238 |
118 | 9 | 10.8741227544659 | -1.87412275446592 |
119 | 15 | 13.7244586396756 | 1.27554136032436 |
120 | 8 | 9.77631935125585 | -1.77631935125585 |
121 | 7 | 10.6419094241627 | -3.64190942416266 |
122 | 12 | 11.2759147523162 | 0.724085247683841 |
123 | 14 | 14.8165726596784 | -0.816572659678395 |
124 | 6 | 10.6888811339402 | -4.68888113394021 |
125 | 8 | 11.7610651635588 | -3.76106516355876 |
126 | 17 | 12.5489862062805 | 4.45101379371947 |
127 | 10 | 9.30539239803153 | 0.694607601968468 |
128 | 11 | 12.5504085520824 | -1.55040855208235 |
129 | 14 | 13.0483772247 | 0.95162277529998 |
130 | 11 | 13.7964382866534 | -2.79643828665337 |
131 | 13 | 14.8165726596784 | -1.81657265967839 |
132 | 12 | 12.1514783949944 | -0.151478394994373 |
133 | 11 | 10.1866454239171 | 0.813354576082939 |
134 | 9 | 9.39161265218615 | -0.391612652186154 |
135 | 12 | 12.6437405352461 | -0.64374053524612 |
136 | 20 | 14.5052679533883 | 5.49473204661174 |
137 | 12 | 10.956075971215 | 1.04392402878495 |
138 | 13 | 13.0441101872945 | -0.0441101872945335 |
139 | 12 | 12.9450888209235 | -0.945088820923453 |
140 | 12 | 16.2000613955871 | -4.20006139558708 |
141 | 9 | 14.2010749761073 | -5.20107497610727 |
142 | 15 | 14.8956640356653 | 0.104335964334732 |
143 | 24 | 21.2303582833968 | 2.76964171660318 |
144 | 7 | 10.5685074313831 | -3.5685074313831 |
145 | 17 | 14.7189736391091 | 2.28102636089086 |
146 | 11 | 12.0310875432787 | -1.03108754327865 |
147 | 17 | 14.2972516508747 | 2.70274834912531 |
148 | 11 | 11.8543971467225 | -0.854397146722527 |
149 | 12 | 12.8560238751652 | -0.856023875165174 |
150 | 14 | 14.1134495253094 | -0.113449525309423 |
151 | 11 | 13.239308228433 | -2.23930822843304 |
152 | 16 | 13.3098655296089 | 2.69013447039106 |
153 | 21 | 13.5912666757435 | 7.40873332425654 |
154 | 14 | 11.3564284741049 | 2.64357152589514 |
155 | 20 | 15.9963292796376 | 4.0036707203624 |
156 | 13 | 10.8670110254568 | 2.13298897454323 |
157 | 11 | 13.3127102212126 | -2.3127102212126 |
158 | 15 | 14.1205612543186 | 0.879438745681432 |
159 | 19 | 19.1408845723569 | -0.140884572356908 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.679020833345542 | 0.641958333308916 | 0.320979166654458 |
8 | 0.654299646033697 | 0.691400707932607 | 0.345700353966303 |
9 | 0.526583278828409 | 0.946833442343182 | 0.473416721171591 |
10 | 0.406656215159091 | 0.813312430318182 | 0.593343784840909 |
11 | 0.48243779700899 | 0.96487559401798 | 0.51756220299101 |
12 | 0.735975557931781 | 0.528048884136437 | 0.264024442068219 |
13 | 0.669504310792624 | 0.660991378414752 | 0.330495689207376 |
14 | 0.621998169385751 | 0.756003661228497 | 0.378001830614249 |
15 | 0.542777750402186 | 0.914444499195628 | 0.457222249597814 |
16 | 0.592877268950152 | 0.814245462099695 | 0.407122731049847 |
17 | 0.605121090369446 | 0.789757819261108 | 0.394878909630554 |
18 | 0.541284472726021 | 0.917431054547957 | 0.458715527273979 |
19 | 0.668918274916595 | 0.66216345016681 | 0.331081725083405 |
20 | 0.74877794607754 | 0.50244410784492 | 0.25122205392246 |
21 | 0.744600461102474 | 0.510799077795052 | 0.255399538897526 |
22 | 0.785768939409794 | 0.428462121180413 | 0.214231060590206 |
23 | 0.758178634962274 | 0.483642730075453 | 0.241821365037726 |
24 | 0.798669213795553 | 0.402661572408894 | 0.201330786204447 |
25 | 0.760014000712783 | 0.479971998574433 | 0.239985999287217 |
26 | 0.754384213260845 | 0.491231573478311 | 0.245615786739155 |
27 | 0.754229625798803 | 0.491540748402394 | 0.245770374201197 |
28 | 0.704025817828415 | 0.59194836434317 | 0.295974182171585 |
29 | 0.718630012168797 | 0.562739975662406 | 0.281369987831203 |
30 | 0.67456979795665 | 0.650860404086698 | 0.325430202043349 |
31 | 0.709520672709645 | 0.580958654580709 | 0.290479327290355 |
32 | 0.714283566086916 | 0.571432867826168 | 0.285716433913084 |
33 | 0.862044575044173 | 0.275910849911654 | 0.137955424955827 |
34 | 0.831992853802784 | 0.336014292394432 | 0.168007146197216 |
35 | 0.870831213195895 | 0.258337573608209 | 0.129168786804105 |
36 | 0.8880499877067 | 0.223900024586601 | 0.111950012293301 |
37 | 0.895881502713026 | 0.208236994573948 | 0.104118497286974 |
38 | 0.876614443785595 | 0.246771112428809 | 0.123385556214405 |
39 | 0.886427823841684 | 0.227144352316632 | 0.113572176158316 |
40 | 0.859494201480616 | 0.281011597038767 | 0.140505798519384 |
41 | 0.882373221691769 | 0.235253556616462 | 0.117626778308231 |
42 | 0.856520477969054 | 0.286959044061892 | 0.143479522030946 |
43 | 0.844859575846468 | 0.310280848307065 | 0.155140424153532 |
44 | 0.902928335159587 | 0.194143329680825 | 0.0970716648404127 |
45 | 0.904244834820473 | 0.191510330359053 | 0.0957551651795265 |
46 | 0.888530712627776 | 0.222938574744447 | 0.111469287372224 |
47 | 0.862738769576874 | 0.274522460846253 | 0.137261230423126 |
48 | 0.876156717716058 | 0.247686564567885 | 0.123843282283942 |
49 | 0.854031676939984 | 0.291936646120032 | 0.145968323060016 |
50 | 0.898866887289648 | 0.202266225420704 | 0.101133112710352 |
51 | 0.955499963848982 | 0.0890000723020366 | 0.0445000361510183 |
52 | 0.943584739863299 | 0.112830520273402 | 0.056415260136701 |
53 | 0.929051807948229 | 0.141896384103542 | 0.070948192051771 |
54 | 0.94423785657101 | 0.111524286857978 | 0.0557621434289892 |
55 | 0.949096718211675 | 0.101806563576651 | 0.0509032817883253 |
56 | 0.937344535031457 | 0.125310929937086 | 0.062655464968543 |
57 | 0.922357427246228 | 0.155285145507544 | 0.077642572753772 |
58 | 0.923830384760063 | 0.152339230479873 | 0.0761696152399366 |
59 | 0.92182310444199 | 0.156353791116021 | 0.0781768955580106 |
60 | 0.905720824729525 | 0.188558350540949 | 0.0942791752704746 |
61 | 0.886579407930466 | 0.226841184139068 | 0.113420592069534 |
62 | 0.87209612545408 | 0.255807749091839 | 0.12790387454592 |
63 | 0.862734186699925 | 0.274531626600151 | 0.137265813300075 |
64 | 0.914022666006081 | 0.171954667987837 | 0.0859773339939187 |
65 | 0.90165153456085 | 0.1966969308783 | 0.0983484654391501 |
66 | 0.894813490368598 | 0.210373019262804 | 0.105186509631402 |
67 | 0.893553825617062 | 0.212892348765877 | 0.106446174382939 |
68 | 0.871804317992109 | 0.256391364015782 | 0.128195682007891 |
69 | 0.8512180463214 | 0.297563907357201 | 0.1487819536786 |
70 | 0.831123812429552 | 0.337752375140897 | 0.168876187570448 |
71 | 0.803846720241996 | 0.392306559516007 | 0.196153279758004 |
72 | 0.80238754388001 | 0.395224912239979 | 0.197612456119989 |
73 | 0.776479424155193 | 0.447041151689614 | 0.223520575844807 |
74 | 0.772148624712013 | 0.455702750575973 | 0.227851375287987 |
75 | 0.785718689046907 | 0.428562621906185 | 0.214281310953093 |
76 | 0.756330301521301 | 0.487339396957398 | 0.243669698478699 |
77 | 0.756505550142356 | 0.486988899715287 | 0.243494449857644 |
78 | 0.722732024167513 | 0.554535951664975 | 0.277267975832487 |
79 | 0.713572569134285 | 0.572854861731429 | 0.286427430865715 |
80 | 0.678483226381181 | 0.643033547237638 | 0.321516773618819 |
81 | 0.644312930529833 | 0.711374138940335 | 0.355687069470167 |
82 | 0.611821504290155 | 0.77635699141969 | 0.388178495709845 |
83 | 0.568731101838826 | 0.862537796322349 | 0.431268898161174 |
84 | 0.551665325216438 | 0.896669349567123 | 0.448334674783562 |
85 | 0.552608072309082 | 0.894783855381836 | 0.447391927690918 |
86 | 0.609682519197232 | 0.780634961605536 | 0.390317480802768 |
87 | 0.565921657893047 | 0.868156684213905 | 0.434078342106953 |
88 | 0.572717446082102 | 0.854565107835796 | 0.427282553917898 |
89 | 0.548665449174946 | 0.902669101650108 | 0.451334550825054 |
90 | 0.505619685138272 | 0.988760629723456 | 0.494380314861728 |
91 | 0.464044938910098 | 0.928089877820196 | 0.535955061089902 |
92 | 0.443114493039101 | 0.886228986078202 | 0.556885506960899 |
93 | 0.403193565405743 | 0.806387130811486 | 0.596806434594257 |
94 | 0.438230114654234 | 0.876460229308467 | 0.561769885345766 |
95 | 0.436236815820298 | 0.872473631640596 | 0.563763184179702 |
96 | 0.511690013130641 | 0.976619973738718 | 0.488309986869359 |
97 | 0.470771920381169 | 0.941543840762338 | 0.529228079618831 |
98 | 0.441073789065828 | 0.882147578131655 | 0.558926210934172 |
99 | 0.396329392677606 | 0.792658785355212 | 0.603670607322394 |
100 | 0.352364367315688 | 0.704728734631377 | 0.647635632684312 |
101 | 0.313267839613263 | 0.626535679226527 | 0.686732160386736 |
102 | 0.283636609433294 | 0.567273218866588 | 0.716363390566706 |
103 | 0.395604828573456 | 0.791209657146913 | 0.604395171426544 |
104 | 0.366358632359252 | 0.732717264718503 | 0.633641367640748 |
105 | 0.388764865424938 | 0.777529730849876 | 0.611235134575062 |
106 | 0.346994193140696 | 0.693988386281392 | 0.653005806859304 |
107 | 0.319525776693164 | 0.639051553386328 | 0.680474223306836 |
108 | 0.291548897275529 | 0.583097794551058 | 0.708451102724471 |
109 | 0.252368838915551 | 0.504737677831101 | 0.74763116108445 |
110 | 0.219422621774468 | 0.438845243548936 | 0.780577378225532 |
111 | 0.192152667457568 | 0.384305334915135 | 0.807847332542432 |
112 | 0.163039174941625 | 0.326078349883249 | 0.836960825058375 |
113 | 0.271169043873621 | 0.542338087747242 | 0.728830956126379 |
114 | 0.263242681729177 | 0.526485363458353 | 0.736757318270823 |
115 | 0.368227006952715 | 0.73645401390543 | 0.631772993047285 |
116 | 0.401343257396744 | 0.802686514793487 | 0.598656742603256 |
117 | 0.496983913843193 | 0.993967827686386 | 0.503016086156807 |
118 | 0.458237641556438 | 0.916475283112876 | 0.541762358443562 |
119 | 0.421019851203108 | 0.842039702406215 | 0.578980148796892 |
120 | 0.384211374837246 | 0.768422749674491 | 0.615788625162754 |
121 | 0.44629751741614 | 0.89259503483228 | 0.55370248258386 |
122 | 0.403157324651746 | 0.806314649303493 | 0.596842675348254 |
123 | 0.352690209297912 | 0.705380418595824 | 0.647309790702088 |
124 | 0.393036304832908 | 0.786072609665815 | 0.606963695167092 |
125 | 0.4258861671848 | 0.8517723343696 | 0.5741138328152 |
126 | 0.529124516278047 | 0.941750967443905 | 0.470875483721953 |
127 | 0.505049598847387 | 0.989900802305227 | 0.494950401152613 |
128 | 0.452337850480875 | 0.90467570096175 | 0.547662149519125 |
129 | 0.413810571314178 | 0.827621142628357 | 0.586189428685822 |
130 | 0.48813195831145 | 0.9762639166229 | 0.51186804168855 |
131 | 0.444277626830591 | 0.888555253661182 | 0.555722373169409 |
132 | 0.386046730994027 | 0.772093461988054 | 0.613953269005973 |
133 | 0.372072154078262 | 0.744144308156523 | 0.627927845921738 |
134 | 0.314659004551502 | 0.629318009103004 | 0.685340995448498 |
135 | 0.25829547523005 | 0.5165909504601 | 0.74170452476995 |
136 | 0.36530305549662 | 0.73060611099324 | 0.63469694450338 |
137 | 0.306393176689853 | 0.612786353379706 | 0.693606823310147 |
138 | 0.249601895020681 | 0.499203790041362 | 0.750398104979319 |
139 | 0.198341841729884 | 0.396683683459767 | 0.801658158270117 |
140 | 0.241559003360889 | 0.483118006721777 | 0.758440996639111 |
141 | 0.555103713119235 | 0.88979257376153 | 0.444896286880765 |
142 | 0.492948134037833 | 0.985896268075667 | 0.507051865962167 |
143 | 0.426661406053479 | 0.853322812106957 | 0.573338593946521 |
144 | 0.488216336444511 | 0.976432672889022 | 0.511783663555489 |
145 | 0.466313308870428 | 0.932626617740856 | 0.533686691129572 |
146 | 0.4955629121108 | 0.9911258242216 | 0.5044370878892 |
147 | 0.40074087033524 | 0.80148174067048 | 0.59925912966476 |
148 | 0.324023329095929 | 0.648046658191858 | 0.675976670904071 |
149 | 0.229880209190757 | 0.459760418381513 | 0.770119790809243 |
150 | 0.170657497626561 | 0.341314995253122 | 0.829342502373439 |
151 | 0.150491162189829 | 0.300982324379659 | 0.84950883781017 |
152 | 0.0820364711591598 | 0.16407294231832 | 0.91796352884084 |
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 | 1 | 0.00684931506849315 | OK |