Multiple Linear Regression - Estimated Regression Equation |
PersonalStandards[t] = + 19.3022138771629 -1.09313336363416Maand[t] -0.113100006049103DoubtsAboutActions[t] + 0.339616385684055ParentalExpectations[t] + 0.0926111824644223ParentalCriticism[t] + 0.440453149254567`Organization `[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) | 19.3022138771629 | 16.145395 | 1.1955 | 0.233732 | 0.116866 |
Maand | -1.09313336363416 | 1.594907 | -0.6854 | 0.494135 | 0.247068 |
DoubtsAboutActions | -0.113100006049103 | 0.109722 | -1.0308 | 0.304267 | 0.152134 |
ParentalExpectations | 0.339616385684055 | 0.109455 | 3.1028 | 0.002284 | 0.001142 |
ParentalCriticism | 0.0926111824644223 | 0.142598 | 0.6495 | 0.517016 | 0.258508 |
`Organization ` | 0.440453149254567 | 0.079412 | 5.5465 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.474394730418847 |
R-squared | 0.22505036024917 |
Adjusted R-squared | 0.199725208623326 |
F-TEST (value) | 8.88643683457784 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 153 |
p-value | 1.99000035228103e-07 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.77241020116043 |
Sum Squared Residuals | 2177.35504505035 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 24 | 24.1795098324845 | -0.179509832484548 |
2 | 25 | 21.4685401302742 | 3.53145986972578 |
3 | 30 | 26.3111103158694 | 3.68888968413058 |
4 | 19 | 22.3742892812773 | -3.37428928127728 |
5 | 22 | 21.8367206622880 | 0.163279337712045 |
6 | 22 | 25.8298297778066 | -3.82982977780658 |
7 | 25 | 22.3574338840768 | 2.64256611592317 |
8 | 23 | 21.1307995582604 | 1.86920044173959 |
9 | 17 | 20.9749243330958 | -3.97492433309583 |
10 | 21 | 23.2014001967891 | -2.20140019678911 |
11 | 19 | 23.3374193334425 | -4.3374193334425 |
12 | 19 | 21.3018108504035 | -2.30181085040347 |
13 | 15 | 21.8179415431979 | -6.81794154319787 |
14 | 16 | 17.7575307236066 | -1.75753072360659 |
15 | 23 | 21.2934191601217 | 1.70658083987829 |
16 | 27 | 25.7158589108714 | 1.28414108912863 |
17 | 22 | 20.0520912848071 | 1.94790871519290 |
18 | 14 | 17.2281876857233 | -3.22818768572335 |
19 | 22 | 24.4587126084181 | -2.45871260841807 |
20 | 23 | 22.3887447049629 | 0.611255295037128 |
21 | 23 | 20.4931771691352 | 2.50682283086484 |
22 | 21 | 22.5021610785487 | -1.50216107854872 |
23 | 19 | 22.5610710923396 | -3.56107109233963 |
24 | 18 | 21.0549559055449 | -3.05495590554492 |
25 | 20 | 23.9361380556491 | -3.93613805564912 |
26 | 23 | 23.9647022019788 | -0.964702201978801 |
27 | 25 | 23.5737686485364 | 1.42623135146357 |
28 | 19 | 23.1723694245616 | -4.17236942456159 |
29 | 24 | 23.7507654323592 | 0.249234567640813 |
30 | 22 | 22.4540827279138 | -0.454082727913754 |
31 | 25 | 23.6252360746558 | 1.37476392534417 |
32 | 26 | 24.7270295878891 | 1.27297041211090 |
33 | 29 | 21.6310877154986 | 7.36891228450143 |
34 | 32 | 23.2010838292524 | 8.79891617074764 |
35 | 25 | 23.2094755195341 | 1.79052448046589 |
36 | 29 | 21.6252765905975 | 7.37472340940249 |
37 | 28 | 20.4289640238248 | 7.57103597617524 |
38 | 17 | 20.789701968167 | -3.78970196816699 |
39 | 28 | 23.9280785837187 | 4.07192141628131 |
40 | 29 | 21.8677775065468 | 7.13222249345319 |
41 | 26 | 27.0402814007282 | -1.04028140072818 |
42 | 25 | 23.0715326609911 | 1.92846733900892 |
43 | 14 | 20.5627189626342 | -6.5627189626342 |
44 | 25 | 23.3803207025015 | 1.61967929749850 |
45 | 26 | 21.5073559297413 | 4.49264407025867 |
46 | 20 | 22.5016786018363 | -2.50167860183631 |
47 | 18 | 23.0390969624646 | -5.03909696246455 |
48 | 32 | 20.9705703041866 | 11.0294296958134 |
49 | 25 | 22.1865887011094 | 2.81341129889056 |
50 | 25 | 22.4587531243598 | 2.54124687564025 |
51 | 23 | 19.2006823844233 | 3.79931761557669 |
52 | 21 | 22.7401418564131 | -1.74014185641311 |
53 | 20 | 24.3888544473823 | -4.38885444738228 |
54 | 15 | 17.1476736365619 | -2.14767363656186 |
55 | 30 | 26.2781600832257 | 3.72183991677432 |
56 | 24 | 24.4900075784895 | -0.490007578489536 |
57 | 26 | 23.9484012981277 | 2.05159870187229 |
58 | 24 | 22.4663459703923 | 1.53365402960766 |
59 | 22 | 22.6596278072516 | -0.659627807251618 |
60 | 14 | 18.877533011766 | -4.87753301176601 |
61 | 24 | 23.2732061881321 | 0.7267938118679 |
62 | 24 | 22.7814358711192 | 1.21856412888078 |
63 | 24 | 24.7492760241878 | -0.74927602418776 |
64 | 24 | 21.0218874719449 | 2.9781125280551 |
65 | 19 | 21.5691387680321 | -2.56913876803212 |
66 | 31 | 23.8599780353969 | 7.14002196460313 |
67 | 22 | 22.5136254767782 | -0.513625476778157 |
68 | 27 | 21.7583987943335 | 5.24160120566654 |
69 | 19 | 21.8637398451743 | -2.86373984517431 |
70 | 25 | 22.6147786078854 | 2.38522139211458 |
71 | 20 | 21.8797243814887 | -1.87972438148866 |
72 | 21 | 21.1882283676420 | -0.188228367641955 |
73 | 27 | 24.7325084944388 | 2.26749150556117 |
74 | 23 | 23.9366205323615 | -0.936620532361526 |
75 | 25 | 24.014221797791 | 0.985778202209001 |
76 | 20 | 21.3056824026003 | -1.30568240260031 |
77 | 21 | 22.7694889961774 | -1.76948899617738 |
78 | 22 | 23.1726857920983 | -1.17268579209834 |
79 | 23 | 23.9238748131705 | -0.923874813170527 |
80 | 25 | 21.787429566561 | 3.21257043343902 |
81 | 25 | 24.0208400245442 | 0.979159975455801 |
82 | 17 | 23.6207317873855 | -6.6207317873855 |
83 | 19 | 21.8595519254407 | -2.85955192544072 |
84 | 25 | 24.3969297701273 | 0.603070229872721 |
85 | 19 | 21.8597021838018 | -2.85970218380181 |
86 | 20 | 23.7797962045867 | -3.77979620458670 |
87 | 26 | 22.0095919172867 | 3.99040808271331 |
88 | 23 | 23.3580584153883 | -0.358058415388266 |
89 | 27 | 23.4340681772794 | 3.56593182272058 |
90 | 17 | 21.2130712201359 | -4.21307122013588 |
91 | 17 | 22.8538745975357 | -5.85387459753571 |
92 | 19 | 21.6488539729445 | -2.64885397294445 |
93 | 17 | 20.7768059906149 | -3.77680599061490 |
94 | 22 | 21.6988560454691 | 0.30114395453094 |
95 | 21 | 23.9071072834216 | -2.9071072834216 |
96 | 32 | 26.9349403498873 | 5.06505965011267 |
97 | 21 | 23.1607389171565 | -2.16073891715649 |
98 | 21 | 23.374525428415 | -2.37452542841502 |
99 | 18 | 21.326171226185 | -3.32617122618499 |
100 | 18 | 20.7643924897752 | -2.76439248977523 |
101 | 23 | 22.5097539245813 | 0.490246075418683 |
102 | 19 | 21.4597600558188 | -2.45976005581877 |
103 | 20 | 21.7790537270938 | -1.77905372709380 |
104 | 21 | 23.1764070859341 | -2.17640708593409 |
105 | 20 | 24.2225135516852 | -4.22251355168522 |
106 | 17 | 17.5931135497992 | -0.593113549799169 |
107 | 18 | 18.9982258638477 | -0.998225863847709 |
108 | 19 | 19.3009022637349 | -0.300902263734905 |
109 | 22 | 22.1499650828493 | -0.149965082849328 |
110 | 15 | 20.6680600134750 | -5.66806001347505 |
111 | 14 | 20.5583649337250 | -6.55836493372495 |
112 | 18 | 24.5821521350561 | -6.58215213505612 |
113 | 24 | 20.3504136557850 | 3.64958634421496 |
114 | 35 | 22.1987016852269 | 12.8012983147731 |
115 | 29 | 21.5583567299629 | 7.4416432700371 |
116 | 21 | 22.915024700753 | -1.915024700753 |
117 | 25 | 20.3729923104350 | 4.62700768956498 |
118 | 20 | 19.1076045760611 | 0.892395423938942 |
119 | 22 | 23.2861021656842 | -1.28610216568419 |
120 | 13 | 15.9400469299208 | -2.94004692992075 |
121 | 26 | 19.5645088875278 | 6.4354911124722 |
122 | 17 | 18.8977054678139 | -1.89770546781394 |
123 | 25 | 20.9294423986561 | 4.07055760134386 |
124 | 20 | 21.0707743326836 | -1.07077433268360 |
125 | 19 | 20.4854182139269 | -1.48541821392690 |
126 | 21 | 23.7715706234806 | -2.77157062348062 |
127 | 22 | 21.8035643612364 | 0.196435638763587 |
128 | 24 | 23.05523175714 | 0.944768242860016 |
129 | 21 | 24.2797921027057 | -3.27979210270568 |
130 | 26 | 22.2754785897381 | 3.72452141026189 |
131 | 24 | 20.4886728818648 | 3.51132711813518 |
132 | 16 | 21.4187824086494 | -5.41878240864941 |
133 | 23 | 23.0035982218449 | -0.00359822184492236 |
134 | 18 | 21.0234948262978 | -3.02349482629779 |
135 | 16 | 22.1865887011094 | -6.18658870110944 |
136 | 26 | 24.3089889841089 | 1.69101101589115 |
137 | 19 | 20.3407068702696 | -1.34070687026959 |
138 | 21 | 17.9880847646140 | 3.01191523538596 |
139 | 21 | 22.9458530449266 | -1.94585304492664 |
140 | 22 | 18.7867194012477 | 3.21328059875229 |
141 | 23 | 16.8438723590342 | 6.15612764096582 |
142 | 29 | 22.7240070617377 | 6.27599293826232 |
143 | 21 | 21.1950285543854 | -0.195028554385388 |
144 | 21 | 20.0856263443049 | 0.91437365569505 |
145 | 23 | 23.3827510095211 | -0.382751009521109 |
146 | 27 | 21.4236030634565 | 5.57639693654351 |
147 | 25 | 22.3285692210250 | 2.67143077897503 |
148 | 21 | 20.5461016912464 | 0.453898308753636 |
149 | 10 | 17.9877683970773 | -7.9877683970773 |
150 | 20 | 21.9558844017409 | -1.9558844017409 |
151 | 26 | 21.8384303667825 | 4.16156963321745 |
152 | 24 | 23.3069073568056 | 0.693092643194387 |
153 | 29 | 27.6801438792798 | 1.31985612072018 |
154 | 19 | 17.9487144717976 | 1.05128552820243 |
155 | 24 | 23.9321162450912 | 0.0678837549088088 |
156 | 19 | 21.5731764294046 | -2.57317642940462 |
157 | 24 | 21.8350254404835 | 2.16497455951646 |
158 | 22 | 22.6109070556886 | -0.610907055688576 |
159 | 17 | 23.3048333765549 | -6.30483337655489 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.519481478592316 | 0.961037042815368 | 0.480518521407684 |
10 | 0.423875242886899 | 0.847750485773798 | 0.576124757113101 |
11 | 0.362764797226805 | 0.72552959445361 | 0.637235202773195 |
12 | 0.243981598593986 | 0.487963197187971 | 0.756018401406014 |
13 | 0.607228287268034 | 0.785543425463931 | 0.392771712731966 |
14 | 0.504807301689689 | 0.990385396620623 | 0.495192698310311 |
15 | 0.472291065004565 | 0.94458213000913 | 0.527708934995435 |
16 | 0.375898477609547 | 0.751796955219093 | 0.624101522390453 |
17 | 0.316039568252978 | 0.632079136505956 | 0.683960431747022 |
18 | 0.301894066432194 | 0.603788132864388 | 0.698105933567806 |
19 | 0.236881047696959 | 0.473762095393917 | 0.763118952303041 |
20 | 0.246953383417576 | 0.493906766835151 | 0.753046616582424 |
21 | 0.262791723713174 | 0.525583447426349 | 0.737208276286826 |
22 | 0.204245148458703 | 0.408490296917406 | 0.795754851541297 |
23 | 0.164455508860500 | 0.328911017720999 | 0.8355444911395 |
24 | 0.137096295558383 | 0.274192591116767 | 0.862903704441617 |
25 | 0.120340969839388 | 0.240681939678777 | 0.879659030160612 |
26 | 0.0880016302333591 | 0.176003260466718 | 0.911998369766641 |
27 | 0.0694700805872943 | 0.138940161174589 | 0.930529919412706 |
28 | 0.061990685621128 | 0.123981371242256 | 0.938009314378872 |
29 | 0.046571606388222 | 0.093143212776444 | 0.953428393611778 |
30 | 0.0320122948684836 | 0.0640245897369673 | 0.967987705131516 |
31 | 0.0260345249066769 | 0.0520690498133537 | 0.973965475093323 |
32 | 0.0299179078770837 | 0.0598358157541674 | 0.970082092122916 |
33 | 0.0672234318439303 | 0.134446863687861 | 0.93277656815607 |
34 | 0.274074227831138 | 0.548148455662275 | 0.725925772168862 |
35 | 0.234729703971435 | 0.469459407942871 | 0.765270296028565 |
36 | 0.360169024191119 | 0.720338048382238 | 0.639830975808881 |
37 | 0.492619323597905 | 0.98523864719581 | 0.507380676402095 |
38 | 0.560061061311944 | 0.879877877376112 | 0.439938938688056 |
39 | 0.590593132772742 | 0.818813734454517 | 0.409406867227258 |
40 | 0.690760897322879 | 0.618478205354242 | 0.309239102677121 |
41 | 0.64637460489372 | 0.70725079021256 | 0.35362539510628 |
42 | 0.60769578131244 | 0.78460843737512 | 0.39230421868756 |
43 | 0.707380550235706 | 0.585238899528588 | 0.292619449764294 |
44 | 0.66555740014247 | 0.66888519971506 | 0.33444259985753 |
45 | 0.676353932092491 | 0.647292135815018 | 0.323646067907509 |
46 | 0.655757217493276 | 0.688485565013449 | 0.344242782506724 |
47 | 0.684269922104256 | 0.631460155791489 | 0.315730077895744 |
48 | 0.890486260624858 | 0.219027478750285 | 0.109513739375142 |
49 | 0.87635082392922 | 0.247298352141559 | 0.123649176070779 |
50 | 0.858835701710217 | 0.282328596579566 | 0.141164298289783 |
51 | 0.845145657935586 | 0.309708684128828 | 0.154854342064414 |
52 | 0.822598384266034 | 0.354803231467932 | 0.177401615733966 |
53 | 0.838600644732247 | 0.322798710535506 | 0.161399355267753 |
54 | 0.826512828704134 | 0.346974342591733 | 0.173487171295866 |
55 | 0.87031347775618 | 0.259373044487642 | 0.129686522243821 |
56 | 0.844623031689564 | 0.310753936620872 | 0.155376968310436 |
57 | 0.821271779147472 | 0.357456441705057 | 0.178728220852529 |
58 | 0.792584033800938 | 0.414831932398124 | 0.207415966199062 |
59 | 0.759965555173892 | 0.480068889652216 | 0.240034444826108 |
60 | 0.784739952810327 | 0.430520094379345 | 0.215260047189673 |
61 | 0.748985529472131 | 0.502028941055738 | 0.251014470527869 |
62 | 0.713535381159233 | 0.572929237681533 | 0.286464618840767 |
63 | 0.677398778547436 | 0.645202442905129 | 0.322601221452564 |
64 | 0.658660727377545 | 0.68267854524491 | 0.341339272622455 |
65 | 0.639387114545898 | 0.721225770908203 | 0.360612885454102 |
66 | 0.733653177296643 | 0.532693645406715 | 0.266346822703357 |
67 | 0.694593100199404 | 0.610813799601192 | 0.305406899800596 |
68 | 0.732061552941342 | 0.535876894117316 | 0.267938447058658 |
69 | 0.7201293350521 | 0.559741329895801 | 0.279870664947901 |
70 | 0.69571780402744 | 0.60856439194512 | 0.30428219597256 |
71 | 0.664487898205595 | 0.671024203588809 | 0.335512101794405 |
72 | 0.621425454281524 | 0.757149091436952 | 0.378574545718476 |
73 | 0.594006236278303 | 0.811987527443393 | 0.405993763721697 |
74 | 0.55057366963802 | 0.89885266072396 | 0.44942633036198 |
75 | 0.51150855919044 | 0.97698288161912 | 0.48849144080956 |
76 | 0.4698163359518 | 0.9396326719036 | 0.5301836640482 |
77 | 0.437107983616315 | 0.87421596723263 | 0.562892016383685 |
78 | 0.395798819208501 | 0.791597638417003 | 0.604201180791499 |
79 | 0.356877964394845 | 0.71375592878969 | 0.643122035605155 |
80 | 0.348180192709430 | 0.696360385418859 | 0.65181980729057 |
81 | 0.309934077575164 | 0.619868155150328 | 0.690065922424836 |
82 | 0.393343308113856 | 0.786686616227713 | 0.606656691886144 |
83 | 0.372434995182491 | 0.744869990364983 | 0.627565004817509 |
84 | 0.330883889319077 | 0.661767778638154 | 0.669116110680923 |
85 | 0.314190839496031 | 0.628381678992063 | 0.685809160503969 |
86 | 0.311078400304828 | 0.622156800609657 | 0.688921599695172 |
87 | 0.321737423514639 | 0.643474847029278 | 0.678262576485361 |
88 | 0.281931917589138 | 0.563863835178275 | 0.718068082410862 |
89 | 0.278879598864285 | 0.55775919772857 | 0.721120401135715 |
90 | 0.283464270243134 | 0.566928540486269 | 0.716535729756866 |
91 | 0.332204529924989 | 0.664409059849978 | 0.667795470075011 |
92 | 0.307346823545459 | 0.614693647090918 | 0.692653176454541 |
93 | 0.301908465949577 | 0.603816931899153 | 0.698091534050423 |
94 | 0.262822654684781 | 0.525645309369562 | 0.737177345315219 |
95 | 0.245549797908868 | 0.491099595817736 | 0.754450202091132 |
96 | 0.281638347674941 | 0.563276695349881 | 0.71836165232506 |
97 | 0.252925597509071 | 0.505851195018142 | 0.747074402490929 |
98 | 0.227925611034910 | 0.455851222069821 | 0.77207438896509 |
99 | 0.215710338794078 | 0.431420677588156 | 0.784289661205922 |
100 | 0.197226782160499 | 0.394453564320998 | 0.802773217839501 |
101 | 0.166114759078432 | 0.332229518156864 | 0.833885240921568 |
102 | 0.146768060461600 | 0.293536120923199 | 0.8532319395384 |
103 | 0.124638653021134 | 0.249277306042269 | 0.875361346978866 |
104 | 0.107679249363385 | 0.21535849872677 | 0.892320750636615 |
105 | 0.112845013202984 | 0.225690026405967 | 0.887154986797016 |
106 | 0.0912096802584884 | 0.182419360516977 | 0.908790319741512 |
107 | 0.0742996080015193 | 0.148599216003039 | 0.92570039199848 |
108 | 0.0595120769132105 | 0.119024153826421 | 0.94048792308679 |
109 | 0.0462917349239522 | 0.0925834698479043 | 0.953708265076048 |
110 | 0.0604981063925755 | 0.120996212785151 | 0.939501893607424 |
111 | 0.0953094284634912 | 0.190618856926982 | 0.904690571536509 |
112 | 0.151574925107430 | 0.303149850214860 | 0.84842507489257 |
113 | 0.141696807568731 | 0.283393615137462 | 0.85830319243127 |
114 | 0.584365803569272 | 0.831268392861457 | 0.415634196430728 |
115 | 0.724327232308885 | 0.551345535382229 | 0.275672767691115 |
116 | 0.686486144429657 | 0.627027711140685 | 0.313513855570343 |
117 | 0.736185254734636 | 0.527629490530728 | 0.263814745265364 |
118 | 0.690330183772102 | 0.619339632455796 | 0.309669816227898 |
119 | 0.650943159801919 | 0.698113680396163 | 0.349056840198081 |
120 | 0.65284862240579 | 0.69430275518842 | 0.34715137759421 |
121 | 0.727167620167448 | 0.545664759665104 | 0.272832379832552 |
122 | 0.697168350085919 | 0.605663299828161 | 0.302831649914081 |
123 | 0.692824428588809 | 0.614351142822382 | 0.307175571411191 |
124 | 0.639762498392043 | 0.720475003215914 | 0.360237501607957 |
125 | 0.666550476138439 | 0.666899047723122 | 0.333449523861561 |
126 | 0.636636060336398 | 0.726727879327204 | 0.363363939663602 |
127 | 0.579223944977798 | 0.841552110044404 | 0.420776055022202 |
128 | 0.522232412404737 | 0.955535175190526 | 0.477767587595263 |
129 | 0.48839031786165 | 0.9767806357233 | 0.51160968213835 |
130 | 0.456553528266257 | 0.913107056532515 | 0.543446471733743 |
131 | 0.454568477651943 | 0.909136955303886 | 0.545431522348057 |
132 | 0.492384657294839 | 0.984769314589678 | 0.507615342705161 |
133 | 0.425037108970965 | 0.85007421794193 | 0.574962891029035 |
134 | 0.399065597889604 | 0.798131195779209 | 0.600934402110396 |
135 | 0.52686396307558 | 0.94627207384884 | 0.47313603692442 |
136 | 0.464632508783107 | 0.929265017566213 | 0.535367491216894 |
137 | 0.43737437571738 | 0.87474875143476 | 0.56262562428262 |
138 | 0.386123278124523 | 0.772246556249045 | 0.613876721875477 |
139 | 0.33790665543857 | 0.67581331087714 | 0.66209334456143 |
140 | 0.304442418916989 | 0.608884837833978 | 0.695557581083011 |
141 | 0.416017095276141 | 0.832034190552282 | 0.583982904723859 |
142 | 0.540947880171497 | 0.918104239657006 | 0.459052119828503 |
143 | 0.672766681928406 | 0.654466636143188 | 0.327233318071594 |
144 | 0.609086881259463 | 0.781826237481075 | 0.390913118740537 |
145 | 0.5073214181892 | 0.9853571636216 | 0.4926785818108 |
146 | 0.513062301677755 | 0.97387539664449 | 0.486937698322245 |
147 | 0.49534768405517 | 0.99069536811034 | 0.50465231594483 |
148 | 0.368535894545484 | 0.737071789090969 | 0.631464105454516 |
149 | 0.562338170860515 | 0.875323658278971 | 0.437661829139486 |
150 | 0.467320178667622 | 0.934640357335245 | 0.532679821332378 |
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 | 0.0352112676056338 | OK |