Multiple Linear Regression - Estimated Regression Equation |
PersonalStandards[t] = + 21.4357024204095 -1.45276649903959Month[t] + 0.316958593741161ConcernOverMistakes[t] -0.333187590337108DoubtsAboutActions[t] + 0.191039573493092ParentalExpectations[t] + 0.0627374930000941ParentalCriticism[t] + 0.402168449432824Organization[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) | 21.4357024204095 | 14.544837 | 1.4738 | 0.142612 | 0.071306 |
Month | -1.45276649903959 | 1.43617 | -1.0116 | 0.313358 | 0.156679 |
ConcernOverMistakes | 0.316958593741161 | 0.054636 | 5.8012 | 0 | 0 |
DoubtsAboutActions | -0.333187590337108 | 0.107323 | -3.1045 | 0.002274 | 0.001137 |
ParentalExpectations | 0.191039573493092 | 0.101966 | 1.8736 | 0.062911 | 0.031455 |
ParentalCriticism | 0.0627374930000941 | 0.130755 | 0.4798 | 0.632053 | 0.316026 |
Organization | 0.402168449432824 | 0.071728 | 5.6069 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.607615158935307 |
R-squared | 0.369196181367979 |
Adjusted R-squared | 0.344296030632504 |
F-TEST (value) | 14.8270661206077 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 152 |
p-value | 2.65010235978025e-13 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.39721020256090 |
Sum Squared Residuals | 1754.23764837835 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 24 | 24.6138488238001 | -0.613848823800054 |
2 | 25 | 23.7087565742813 | 1.29124342571867 |
3 | 30 | 25.5537584098342 | 4.44624159016584 |
4 | 19 | 21.7299775482354 | -2.72997754823537 |
5 | 22 | 21.8988707518388 | 0.101129248161214 |
6 | 22 | 24.4947878920103 | -2.49478789201030 |
7 | 25 | 22.3219299177107 | 2.67807008228931 |
8 | 23 | 19.5513966056783 | 3.44860339432171 |
9 | 17 | 18.8616338924006 | -1.86163389240061 |
10 | 21 | 21.6081581721366 | -0.608158172136559 |
11 | 19 | 22.9460931429700 | -3.94609314297004 |
12 | 19 | 23.3415843538843 | -4.34158435388433 |
13 | 15 | 23.1091004893105 | -8.10910048931047 |
14 | 16 | 17.0598634537332 | -1.05986345373318 |
15 | 23 | 19.4483939823697 | 3.55160601763033 |
16 | 27 | 23.7560503520749 | 3.24394964792511 |
17 | 22 | 20.8928421726391 | 1.10715782736088 |
18 | 14 | 16.4262722590528 | -2.42627225905275 |
19 | 22 | 23.9205865689109 | -1.92058656891091 |
20 | 23 | 24.0502817323101 | -1.05028173231011 |
21 | 23 | 21.5797157894824 | 1.42028421051756 |
22 | 21 | 24.5258219063525 | -3.52582190635246 |
23 | 19 | 22.5011584615378 | -3.50115846153778 |
24 | 18 | 23.7312975871567 | -5.73129758715665 |
25 | 20 | 23.1292390539313 | -3.12923905393126 |
26 | 23 | 22.3961480329603 | 0.603851967039729 |
27 | 25 | 23.1425823385875 | 1.85741766141248 |
28 | 19 | 23.2656742643428 | -4.26567426434278 |
29 | 24 | 23.7535831291304 | 0.246416870869606 |
30 | 22 | 21.4074589609450 | 0.592541039054967 |
31 | 25 | 24.9418339294206 | 0.0581660705793739 |
32 | 26 | 23.5955558254138 | 2.40444417458621 |
33 | 29 | 22.4753292512425 | 6.5246707487575 |
34 | 32 | 24.9523501195841 | 7.04764988041592 |
35 | 25 | 21.5554928350520 | 3.44450716494796 |
36 | 29 | 24.2718717890288 | 4.72812821097121 |
37 | 28 | 24.6460945367242 | 3.35390546327581 |
38 | 17 | 17.1513659376946 | -0.151365937694621 |
39 | 28 | 26.0917294720843 | 1.90827052791568 |
40 | 29 | 22.81526285937 | 6.18473714063001 |
41 | 26 | 27.5663511196490 | -1.56635111964903 |
42 | 25 | 23.3715039821442 | 1.62849601785579 |
43 | 14 | 19.4857734007385 | -5.48577340073851 |
44 | 25 | 21.9178401884242 | 3.08215981157578 |
45 | 26 | 21.5775034173523 | 4.42249658264768 |
46 | 20 | 20.3217117403310 | -0.321711740331039 |
47 | 18 | 21.5365547854093 | -3.53655478540926 |
48 | 32 | 24.4508686645785 | 7.54913133542148 |
49 | 25 | 24.8122099080089 | 0.187790091991051 |
50 | 25 | 21.6658314598133 | 3.33416854018673 |
51 | 23 | 20.6761500477436 | 2.32384995225638 |
52 | 21 | 22.0610214166261 | -1.06102141662611 |
53 | 20 | 23.9704248115026 | -3.97042481150262 |
54 | 15 | 16.2273390230278 | -1.22733902302779 |
55 | 30 | 27.0004459445618 | 2.99955405543824 |
56 | 24 | 25.2747820523711 | -1.27478205237109 |
57 | 26 | 24.2021735495521 | 1.79782645044788 |
58 | 23 | 19.4483939823697 | 3.55160601763033 |
59 | 22 | 21.2281709931188 | 0.771829006881173 |
60 | 14 | 15.7677534776693 | -1.76775347766932 |
61 | 24 | 22.2089687653179 | 1.79103123468213 |
62 | 24 | 22.7442741950054 | 1.25572580499461 |
63 | 22 | 23.0420213929707 | -1.04202139297071 |
64 | 24 | 20.0268502543054 | 3.97314974569459 |
65 | 19 | 18.4107445744335 | 0.589255425566478 |
66 | 31 | 26.5328702642221 | 4.46712973577795 |
67 | 22 | 26.3236311521052 | -4.32363115210522 |
68 | 27 | 21.3625142355619 | 5.63748576443811 |
69 | 19 | 17.7702580280537 | 1.22974197194631 |
70 | 25 | 22.2396922993740 | 2.76030770062605 |
71 | 20 | 24.6967205525091 | -4.69672055250909 |
72 | 21 | 21.3399553474551 | -0.339955347455079 |
73 | 27 | 27.3047176538651 | -0.304717653865059 |
74 | 23 | 24.4807218762822 | -1.48072187628224 |
75 | 25 | 25.4465023504673 | -0.446502350467311 |
76 | 20 | 22.1061214466963 | -2.10612144669634 |
77 | 21 | 19.2780235331605 | 1.72197646683950 |
78 | 22 | 22.4571510668245 | -0.457151066824549 |
79 | 23 | 23.0071803395339 | -0.00718033953388612 |
80 | 25 | 23.8254598619908 | 1.17454013800924 |
81 | 25 | 23.5028963414381 | 1.49710365856187 |
82 | 17 | 23.67388151301 | -6.67388151301 |
83 | 19 | 21.3990371014657 | -2.39903710146571 |
84 | 25 | 23.9177594744181 | 1.0822405255819 |
85 | 19 | 22.2340110089722 | -3.2340110089722 |
86 | 20 | 23.0469428181477 | -3.04694281814765 |
87 | 25 | 22.3219299177107 | 2.67807008228932 |
88 | 23 | 20.8819312104019 | 2.11806878959806 |
89 | 27 | 24.5672909361337 | 2.43270906386632 |
90 | 17 | 20.7755495787316 | -3.7755495787316 |
91 | 17 | 23.3128313618560 | -6.31283136185604 |
92 | 19 | 19.9684697480727 | -0.968469748072705 |
93 | 17 | 19.5972293995572 | -2.59722939955719 |
94 | 22 | 21.8346381380014 | 0.165361861998561 |
95 | 21 | 23.5189207711728 | -2.51892077117284 |
96 | 32 | 28.6229385772279 | 3.37706142277205 |
97 | 21 | 24.6961550923205 | -3.69615509232055 |
98 | 21 | 24.4054976510909 | -3.40549765109090 |
99 | 18 | 21.1087371690687 | -3.10873716906870 |
100 | 18 | 21.1758655275826 | -3.17586552758262 |
101 | 23 | 22.8047151531758 | 0.1952848468242 |
102 | 19 | 20.4445404817782 | -1.44454048177819 |
103 | 19 | 23.3415843538843 | -4.34158435388433 |
104 | 21 | 22.2884658145770 | -1.28846581457704 |
105 | 20 | 23.9251540933176 | -3.92515409331759 |
106 | 17 | 18.6150255237399 | -1.6150255237399 |
107 | 18 | 20.0850890021707 | -2.08508900217065 |
108 | 19 | 20.6597714936709 | -1.65977149367094 |
109 | 22 | 22.1686194723098 | -0.168619472309782 |
110 | 15 | 18.7461445369008 | -3.74614453690075 |
111 | 14 | 18.7358362980932 | -4.7358362980932 |
112 | 18 | 26.5789032103476 | -8.57890321034757 |
113 | 24 | 21.3515047489764 | 2.64849525102359 |
114 | 35 | 23.4653775274175 | 11.5346224725825 |
115 | 29 | 19.2298425795621 | 9.77015742043792 |
116 | 21 | 21.7631189139737 | -0.76311891397371 |
117 | 25 | 20.3110561545158 | 4.68894384548418 |
118 | 19 | 20.2772110491958 | -1.27721104919578 |
119 | 22 | 23.2496498346081 | -1.24964983460807 |
120 | 13 | 16.5896022137004 | -3.58960221370041 |
121 | 26 | 22.8707060287732 | 3.12929397122682 |
122 | 17 | 16.8467267725246 | 0.153273227475435 |
123 | 25 | 20.2223672187276 | 4.77763278127244 |
124 | 20 | 20.5737892482138 | -0.573789248213824 |
125 | 19 | 18.2881891791194 | 0.711810820880556 |
126 | 21 | 22.5815928414669 | -1.58159284146685 |
127 | 22 | 20.8103041067532 | 1.18969589324682 |
128 | 24 | 22.6418607488068 | 1.35813925119322 |
129 | 21 | 22.9769873651409 | -1.97698736514093 |
130 | 26 | 25.3605912469977 | 0.639408753002286 |
131 | 24 | 20.6287219668130 | 3.37127803318703 |
132 | 16 | 20.2205988808453 | -4.22059888084532 |
133 | 23 | 22.1691476692572 | 0.830852330742773 |
134 | 18 | 20.5340546775684 | -2.53405467756842 |
135 | 16 | 22.2765411580797 | -6.27654115807966 |
136 | 26 | 24.1133944802862 | 1.88660551971376 |
137 | 19 | 18.9941222715462 | 0.00587772845380561 |
138 | 21 | 16.8913827683469 | 4.10861723165309 |
139 | 21 | 22.1399879062222 | -1.13998790622216 |
140 | 22 | 18.6902768503474 | 3.30972314965263 |
141 | 23 | 19.6665208680271 | 3.33347913197293 |
142 | 29 | 24.7592185781225 | 4.24078142187747 |
143 | 21 | 19.7118015332462 | 1.28819846675377 |
144 | 21 | 19.8693613093612 | 1.13063869063880 |
145 | 23 | 22.0182202841013 | 0.981779715898743 |
146 | 27 | 22.8987382559258 | 4.10126174407416 |
147 | 25 | 25.1885762485626 | -0.188576248562635 |
148 | 21 | 20.8324877398840 | 0.167512260116049 |
149 | 10 | 17.0659887783828 | -7.06598877838282 |
150 | 20 | 22.5609237171829 | -2.56092371718294 |
151 | 26 | 22.428674805424 | 3.57132519457600 |
152 | 24 | 23.6624525156503 | 0.337547484349669 |
153 | 29 | 31.4012790263770 | -2.40127902637696 |
154 | 19 | 18.7594385593829 | 0.240561440617139 |
155 | 24 | 22.2618936786481 | 1.73810632135187 |
156 | 22 | 20.8928421726391 | 1.10715782736088 |
157 | 24 | 23.3736298288591 | 0.626370171140913 |
158 | 22 | 21.8903622378561 | 0.109637762143861 |
159 | 19 | 23.3415843538843 | -4.34158435388433 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.169352997889064 | 0.338705995778128 | 0.830647002110936 |
11 | 0.480870239496937 | 0.961740478993874 | 0.519129760503063 |
12 | 0.410595130318285 | 0.82119026063657 | 0.589404869681715 |
13 | 0.835137675572248 | 0.329724648855504 | 0.164862324427752 |
14 | 0.759254805808751 | 0.481490388382497 | 0.240745194191249 |
15 | 0.74158908380988 | 0.516821832380241 | 0.258410916190121 |
16 | 0.662066008333031 | 0.675867983333937 | 0.337933991666969 |
17 | 0.602342585095619 | 0.795314829808763 | 0.397657414904381 |
18 | 0.586069164280158 | 0.827861671439685 | 0.413930835719842 |
19 | 0.509381121073128 | 0.981237757853744 | 0.490618878926872 |
20 | 0.506088462523943 | 0.987823074952115 | 0.493911537476057 |
21 | 0.502510726109251 | 0.994978547781497 | 0.497489273890749 |
22 | 0.433051718248298 | 0.866103436496596 | 0.566948281751702 |
23 | 0.373378301321643 | 0.746756602643286 | 0.626621698678357 |
24 | 0.392110091939847 | 0.784220183879693 | 0.607889908060153 |
25 | 0.361372653590981 | 0.722745307181962 | 0.638627346409019 |
26 | 0.299596916212072 | 0.599193832424143 | 0.700403083787928 |
27 | 0.258944126165215 | 0.51788825233043 | 0.741055873834785 |
28 | 0.250749534753605 | 0.50149906950721 | 0.749250465246395 |
29 | 0.208362925460923 | 0.416725850921846 | 0.791637074539077 |
30 | 0.163340892424365 | 0.326681784848731 | 0.836659107575635 |
31 | 0.134080869820156 | 0.268161739640311 | 0.865919130179844 |
32 | 0.169609659296452 | 0.339219318592905 | 0.830390340703548 |
33 | 0.287887300079652 | 0.575774600159304 | 0.712112699920348 |
34 | 0.575269791428333 | 0.849460417143335 | 0.424730208571667 |
35 | 0.555604877645333 | 0.888790244709334 | 0.444395122354667 |
36 | 0.632957884188858 | 0.734084231622284 | 0.367042115811142 |
37 | 0.630926562279416 | 0.738146875441168 | 0.369073437720584 |
38 | 0.585209780968089 | 0.829580438063822 | 0.414790219031911 |
39 | 0.553306728581482 | 0.893386542837035 | 0.446693271418518 |
40 | 0.648790517896967 | 0.702418964206065 | 0.351209482103033 |
41 | 0.615610530514884 | 0.768778938970233 | 0.384389469485116 |
42 | 0.573418864138486 | 0.853162271723028 | 0.426581135861514 |
43 | 0.659178865536056 | 0.681642268927889 | 0.340821134463945 |
44 | 0.635731057675632 | 0.728537884648736 | 0.364268942324368 |
45 | 0.670468057207823 | 0.659063885584354 | 0.329531942792177 |
46 | 0.621243755092354 | 0.757512489815292 | 0.378756244907646 |
47 | 0.611622402995843 | 0.776755194008314 | 0.388377597004157 |
48 | 0.728115029078236 | 0.543769941843529 | 0.271884970921765 |
49 | 0.68782845334811 | 0.624343093303779 | 0.312171546651890 |
50 | 0.677367268203007 | 0.645265463593985 | 0.322632731796993 |
51 | 0.640848710965455 | 0.718302578069089 | 0.359151289034545 |
52 | 0.597711541147955 | 0.80457691770409 | 0.402288458852045 |
53 | 0.623943470899754 | 0.752113058200493 | 0.376056529100247 |
54 | 0.585893845344138 | 0.828212309311724 | 0.414106154655862 |
55 | 0.644319515383498 | 0.711360969233004 | 0.355680484616502 |
56 | 0.608768248252264 | 0.782463503495472 | 0.391231751747736 |
57 | 0.571734317690662 | 0.856531364618676 | 0.428265682309338 |
58 | 0.590844670374714 | 0.818310659250573 | 0.409155329625286 |
59 | 0.545440351615936 | 0.909119296768129 | 0.454559648384064 |
60 | 0.504925504798661 | 0.990148990402677 | 0.495074495201339 |
61 | 0.472737443133902 | 0.945474886267804 | 0.527262556866098 |
62 | 0.432343664657837 | 0.864687329315674 | 0.567656335342163 |
63 | 0.390678805222763 | 0.781357610445527 | 0.609321194777237 |
64 | 0.427550797002086 | 0.855101594004172 | 0.572449202997914 |
65 | 0.383073105978811 | 0.766146211957622 | 0.616926894021189 |
66 | 0.407598273420589 | 0.815196546841177 | 0.592401726579411 |
67 | 0.46298287167426 | 0.92596574334852 | 0.53701712832574 |
68 | 0.547227783066574 | 0.905544433866852 | 0.452772216933426 |
69 | 0.507718538992551 | 0.984562922014899 | 0.492281461007449 |
70 | 0.492416416996911 | 0.984832833993821 | 0.507583583003089 |
71 | 0.550571930671905 | 0.89885613865619 | 0.449428069328095 |
72 | 0.504137910434641 | 0.991724179130719 | 0.495862089565359 |
73 | 0.460385789644567 | 0.920771579289134 | 0.539614210355433 |
74 | 0.424150973918667 | 0.848301947837334 | 0.575849026081333 |
75 | 0.389469910042104 | 0.778939820084208 | 0.610530089957896 |
76 | 0.361721947925122 | 0.723443895850244 | 0.638278052074878 |
77 | 0.335043239751574 | 0.670086479503147 | 0.664956760248426 |
78 | 0.294183973737075 | 0.58836794747415 | 0.705816026262925 |
79 | 0.255826482104227 | 0.511652964208453 | 0.744173517895773 |
80 | 0.227107546891345 | 0.45421509378269 | 0.772892453108655 |
81 | 0.200329223237744 | 0.400658446475488 | 0.799670776762256 |
82 | 0.300218514256004 | 0.600437028512009 | 0.699781485743996 |
83 | 0.279434656146681 | 0.558869312293361 | 0.72056534385332 |
84 | 0.246600957950405 | 0.49320191590081 | 0.753399042049595 |
85 | 0.246381447043366 | 0.492762894086731 | 0.753618552956634 |
86 | 0.240044504877255 | 0.48008900975451 | 0.759955495122745 |
87 | 0.237572504924595 | 0.47514500984919 | 0.762427495075405 |
88 | 0.220027160683924 | 0.440054321367848 | 0.779972839316076 |
89 | 0.205118563996964 | 0.410237127993928 | 0.794881436003036 |
90 | 0.208093109050722 | 0.416186218101445 | 0.791906890949278 |
91 | 0.292520971755656 | 0.585041943511312 | 0.707479028244344 |
92 | 0.254273852137959 | 0.508547704275919 | 0.74572614786204 |
93 | 0.234038067234511 | 0.468076134469022 | 0.765961932765489 |
94 | 0.202023536916678 | 0.404047073833355 | 0.797976463083322 |
95 | 0.187040568380407 | 0.374081136760814 | 0.812959431619593 |
96 | 0.189270972264918 | 0.378541944529835 | 0.810729027735082 |
97 | 0.19317404736875 | 0.3863480947375 | 0.80682595263125 |
98 | 0.192909582407796 | 0.385819164815593 | 0.807090417592204 |
99 | 0.182085413291798 | 0.364170826583596 | 0.817914586708202 |
100 | 0.174096208785123 | 0.348192417570246 | 0.825903791214877 |
101 | 0.144856232005895 | 0.289712464011791 | 0.855143767994105 |
102 | 0.121059128440395 | 0.242118256880789 | 0.878940871559605 |
103 | 0.136798845006187 | 0.273597690012373 | 0.863201154993813 |
104 | 0.11427472413145 | 0.2285494482629 | 0.88572527586855 |
105 | 0.12843276615767 | 0.25686553231534 | 0.87156723384233 |
106 | 0.106880101660964 | 0.213760203321927 | 0.893119898339036 |
107 | 0.0929652530669494 | 0.185930506133899 | 0.90703474693305 |
108 | 0.0822988574733561 | 0.164597714946712 | 0.917701142526644 |
109 | 0.0660287423387991 | 0.132057484677598 | 0.9339712576612 |
110 | 0.0648259651592568 | 0.129651930318514 | 0.935174034840743 |
111 | 0.0762401632169728 | 0.152480326433946 | 0.923759836783027 |
112 | 0.291425975158849 | 0.582851950317698 | 0.708574024841151 |
113 | 0.272191685783222 | 0.544383371566445 | 0.727808314216778 |
114 | 0.755343089716033 | 0.489313820567934 | 0.244656910283967 |
115 | 0.945030565626986 | 0.109938868746027 | 0.0549694343730137 |
116 | 0.929027737756778 | 0.141944524486444 | 0.070972262243222 |
117 | 0.969272003799333 | 0.0614559924013347 | 0.0307279962006674 |
118 | 0.961461134311924 | 0.0770777313761515 | 0.0385388656880757 |
119 | 0.953317153466692 | 0.0933656930666166 | 0.0466828465333083 |
120 | 0.956233358018822 | 0.0875332839623554 | 0.0437666419811777 |
121 | 0.950768833995892 | 0.098462332008215 | 0.0492311660041075 |
122 | 0.9338012922891 | 0.132397415421800 | 0.0661987077108998 |
123 | 0.942068890600264 | 0.115862218799472 | 0.0579311093997359 |
124 | 0.921698057694183 | 0.156603884611635 | 0.0783019423058174 |
125 | 0.911743676933129 | 0.176512646133743 | 0.0882563230668713 |
126 | 0.885367809250454 | 0.229264381499092 | 0.114632190749546 |
127 | 0.881250429249946 | 0.237499141500107 | 0.118749570750053 |
128 | 0.851175643328857 | 0.297648713342286 | 0.148824356671143 |
129 | 0.816779781425961 | 0.366440437148078 | 0.183220218574039 |
130 | 0.779709759680044 | 0.440580480639913 | 0.220290240319956 |
131 | 0.765242061131922 | 0.469515877736157 | 0.234757938868079 |
132 | 0.767903542024973 | 0.464192915950054 | 0.232096457975027 |
133 | 0.738063288933429 | 0.523873422133142 | 0.261936711066571 |
134 | 0.681105093017495 | 0.637789813965009 | 0.318894906982505 |
135 | 0.835627135858693 | 0.328745728282614 | 0.164372864141307 |
136 | 0.806822985482011 | 0.386354029035977 | 0.193177014517989 |
137 | 0.74663557145349 | 0.50672885709302 | 0.25336442854651 |
138 | 0.805794967614156 | 0.388410064771687 | 0.194205032385843 |
139 | 0.750781628857222 | 0.498436742285557 | 0.249218371142778 |
140 | 0.687831409866246 | 0.624337180267507 | 0.312168590133754 |
141 | 0.632107958626873 | 0.735784082746255 | 0.367892041373127 |
142 | 0.6481225557038 | 0.7037548885924 | 0.3518774442962 |
143 | 0.631588080103792 | 0.736823839792415 | 0.368411919896208 |
144 | 0.565616016221708 | 0.868767967556585 | 0.434383983778292 |
145 | 0.457422263012321 | 0.914844526024643 | 0.542577736987679 |
146 | 0.436219210125734 | 0.872438420251469 | 0.563780789874265 |
147 | 0.391123885811319 | 0.782247771622638 | 0.608876114188681 |
148 | 0.271647139970196 | 0.543294279940392 | 0.728352860029804 |
149 | 0.759771854240023 | 0.480456291519953 | 0.240228145759977 |
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 | 5 | 0.0357142857142857 | OK |