Multiple Linear Regression - Estimated Regression Equation |
PersonalStandards[t] = + 8.36783562150566 -0.118995175185963DoubtsAboutActions[t] + 0.330380406024557ParentalExpectations[t] + 0.104695476872945ParentalCriticism[t] + 0.446177005333338`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) | 8.36783562150566 | 2.477477 | 3.3776 | 0.000926 | 0.000463 |
DoubtsAboutActions | -0.118995175185963 | 0.109196 | -1.0897 | 0.27753 | 0.138765 |
ParentalExpectations | 0.330380406024557 | 0.108435 | 3.0468 | 0.002722 | 0.001361 |
ParentalCriticism | 0.104695476872945 | 0.14126 | 0.7412 | 0.459727 | 0.229864 |
`Organization ` | 0.446177005333338 | 0.078835 | 5.6596 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.471880297692617 |
R-squared | 0.222671015350473 |
Adjusted R-squared | 0.202480652112823 |
F-TEST (value) | 11.0285789675763 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 154 |
p-value | 6.84458814070865e-08 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.76591016754695 |
Sum Squared Residuals | 2184.04022606516 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 24 | 23.1930354963144 | 0.806964503685572 |
2 | 25 | 20.4711864742823 | 4.52881352571771 |
3 | 30 | 25.2623204211244 | 4.73767957887564 |
4 | 19 | 21.34333251717 | -2.34333251717 |
5 | 22 | 20.8000614855026 | 1.19993851449745 |
6 | 22 | 24.8144502347181 | -2.81445023471812 |
7 | 25 | 22.3852753767414 | 2.61472462325863 |
8 | 23 | 21.2144405183327 | 1.78555948166732 |
9 | 17 | 20.9772401462690 | -3.97724014626897 |
10 | 21 | 23.2411274442234 | -2.24112744422336 |
11 | 19 | 23.4108178789074 | -4.41081787890738 |
12 | 19 | 21.3041208803965 | -2.30412088039654 |
13 | 15 | 21.9129075723510 | -6.91290757235096 |
14 | 16 | 17.7739164745033 | -1.77391647450329 |
15 | 23 | 21.3465310930472 | 1.65346890695282 |
16 | 27 | 25.7592990679554 | 1.24070093204461 |
17 | 22 | 20.1361020975763 | 1.86389790242374 |
18 | 14 | 17.2417465652717 | -3.24174656527169 |
19 | 22 | 24.4734575885461 | -2.47345758854614 |
20 | 23 | 22.3935604235888 | 0.606439576411209 |
21 | 23 | 20.5290688638429 | 2.47093113615707 |
22 | 21 | 22.4859504792414 | -1.48595047924142 |
23 | 19 | 22.6529630405242 | -3.65296304052416 |
24 | 18 | 21.1053421667981 | -3.10534216679807 |
25 | 20 | 24.0235931250472 | -4.02359312504721 |
26 | 23 | 24.0220877302429 | -1.02208773024292 |
27 | 25 | 23.5890061244381 | 1.41099387556188 |
28 | 19 | 23.2423317430078 | -4.24233174300784 |
29 | 24 | 23.7872959557482 | 0.212704044251827 |
30 | 22 | 22.4820683070557 | -0.482068307055666 |
31 | 25 | 23.7186135397715 | 1.28138646022850 |
32 | 26 | 24.7941358849395 | 1.2058641150605 |
33 | 29 | 21.5603994832669 | 7.43960051673311 |
34 | 32 | 23.2677325637567 | 8.7322674362433 |
35 | 25 | 23.2253223511061 | 1.77467764889395 |
36 | 29 | 21.6661114726557 | 7.33388852734429 |
37 | 28 | 20.4763793272522 | 7.52362067274783 |
38 | 17 | 20.7678491925231 | -3.76784919252308 |
39 | 28 | 23.9589806675249 | 4.0410193324751 |
40 | 29 | 21.8993978523462 | 7.10060214765384 |
41 | 26 | 27.0810154060738 | -1.08101540607378 |
42 | 25 | 23.1265351436991 | 1.87346485630094 |
43 | 14 | 20.5561628656647 | -6.55616286566468 |
44 | 25 | 23.3685140482564 | 1.63148595174361 |
45 | 26 | 21.5813228675419 | 4.41867713245808 |
46 | 20 | 22.5660669338612 | -2.56606693386123 |
47 | 18 | 23.0824317499755 | -5.08243174997553 |
48 | 32 | 21.0117478123610 | 10.9882521876390 |
49 | 25 | 22.2420836795910 | 2.75791632040896 |
50 | 25 | 22.4209555214303 | 2.57904447856965 |
51 | 23 | 19.2428448841449 | 3.75715511585508 |
52 | 21 | 22.8072558601103 | -1.80725586011034 |
53 | 20 | 24.4729687062577 | -4.47296870625773 |
54 | 15 | 17.1937609993624 | -2.1937609993624 |
55 | 30 | 26.3624536087330 | 3.63754639126702 |
56 | 24 | 24.5621601860332 | -0.562160186033174 |
57 | 26 | 24.0267917009244 | 1.97320829907561 |
58 | 24 | 22.4852668829328 | 1.51473311706715 |
59 | 22 | 22.7592702942010 | -0.759270294201049 |
60 | 14 | 18.8542491723524 | -4.85424917235241 |
61 | 24 | 23.3581283423166 | 0.641871657683379 |
62 | 24 | 22.8092501372030 | 1.19074986279696 |
63 | 24 | 24.7910436910620 | -0.791043691061968 |
64 | 24 | 21.1144490121412 | 2.88555098785880 |
65 | 19 | 21.5976168429476 | -2.59761684294764 |
66 | 31 | 23.9410998930459 | 7.05890010695407 |
67 | 22 | 22.5958706292717 | -0.595870629271744 |
68 | 27 | 21.7991052501349 | 5.20089474986512 |
69 | 19 | 21.9073003989048 | -2.90730039890482 |
70 | 25 | 22.6850621090472 | 2.31493789095281 |
71 | 20 | 21.9292015477567 | -1.92920154775668 |
72 | 21 | 21.2652421598304 | -0.265242159830383 |
73 | 27 | 24.7954465657236 | 2.20455343427637 |
74 | 23 | 23.9434766704274 | -0.943476670427398 |
75 | 25 | 24.0351831297715 | 0.964816870228544 |
76 | 20 | 21.3497296689244 | -1.34972966892436 |
77 | 21 | 22.7794464417925 | -1.77944644179253 |
78 | 22 | 23.2157266234745 | -1.21572662347451 |
79 | 23 | 24.02039454917 | -1.02039454917002 |
80 | 25 | 21.7979009513504 | 3.2020990486496 |
81 | 25 | 24.090582359951 | 0.909417640049017 |
82 | 17 | 23.7262149903103 | -6.72621499031035 |
83 | 19 | 21.8882967299103 | -2.88829672991033 |
84 | 25 | 24.4571636131404 | 0.54283638685958 |
85 | 19 | 21.9152029454635 | -2.91520294546347 |
86 | 20 | 23.7860916569637 | -3.78609165696369 |
87 | 26 | 22.043793848281 | 3.95620615171902 |
88 | 23 | 23.4520237927735 | -0.45202379277354 |
89 | 27 | 23.5076108092217 | 3.49238919077833 |
90 | 17 | 21.2450341920514 | -4.24503419205142 |
91 | 17 | 22.8730407962296 | -5.87304079622963 |
92 | 19 | 21.7523239830101 | -2.75232398301007 |
93 | 17 | 20.8178608557126 | -3.81786085571257 |
94 | 22 | 21.6853029279188 | 0.314697072081198 |
95 | 21 | 24.0247974238317 | -3.02479742383169 |
96 | 32 | 26.9728202573038 | 5.02717974269615 |
97 | 21 | 23.185922928064 | -2.18592292806399 |
98 | 21 | 23.3938084870056 | -2.39380848700559 |
99 | 18 | 21.3640293672374 | -3.36402936723738 |
100 | 18 | 20.7877560642822 | -2.78775606428224 |
101 | 23 | 22.5502618407439 | 0.449738159256078 |
102 | 19 | 21.4973242407364 | -2.49732424073636 |
103 | 20 | 21.7598936133614 | -1.75989361336142 |
104 | 21 | 23.2344291964492 | -2.23442919644919 |
105 | 20 | 24.3221755585685 | -4.32217555856854 |
106 | 17 | 17.5522200995371 | -0.552220099537088 |
107 | 18 | 19.0375557090409 | -1.03755570904088 |
108 | 19 | 19.3314341718807 | -0.331434171880745 |
109 | 22 | 22.178976616873 | -0.178976616873015 |
110 | 15 | 20.6643580144346 | -5.66435801443462 |
111 | 14 | 20.5906705317567 | -6.59067053175667 |
112 | 18 | 24.6665545668863 | -6.66655456688631 |
113 | 24 | 20.4644882265081 | 3.53551177349188 |
114 | 35 | 22.2183760399151 | 12.7816239600849 |
115 | 29 | 21.7106291868555 | 7.2893708131445 |
116 | 21 | 22.9425450107020 | -1.94254501070202 |
117 | 25 | 20.3543733624576 | 4.64562663754237 |
118 | 20 | 19.1378483112522 | 0.86215168874784 |
119 | 22 | 23.3081166791271 | -1.30811667912714 |
120 | 13 | 15.9210149194817 | -2.92101491948168 |
121 | 26 | 19.6062275614572 | 6.39377243854283 |
122 | 17 | 18.8951539901988 | -1.89515399019876 |
123 | 25 | 20.9562422001818 | 4.04375779981822 |
124 | 20 | 21.1807546507364 | -1.18075465073641 |
125 | 19 | 20.5182688374269 | -1.51826883742691 |
126 | 21 | 23.7749905345279 | -2.77499053452786 |
127 | 22 | 21.8467083157554 | 0.153291684244595 |
128 | 24 | 23.1312391143805 | 0.86876088561947 |
129 | 21 | 24.3460709845131 | -3.34607098451311 |
130 | 26 | 22.3280765834893 | 3.67192341651070 |
131 | 24 | 20.5366703143818 | 3.46332968561822 |
132 | 16 | 21.4687248441103 | -5.46872484411032 |
133 | 23 | 23.0551430341336 | -0.05514303413362 |
134 | 18 | 21.0701509043975 | -3.07015090439751 |
135 | 16 | 22.2420836795910 | -6.24208367959104 |
136 | 26 | 24.2913553506422 | 1.70864464935784 |
137 | 19 | 20.3371761842872 | -1.33717618428724 |
138 | 21 | 17.9773991587832 | 3.02260084121677 |
139 | 21 | 23.0309465121692 | -2.03094651216925 |
140 | 22 | 18.8391594957312 | 3.16084050426883 |
141 | 23 | 16.8640641896464 | 6.13593581035358 |
142 | 29 | 22.7584484957053 | 6.24155150429467 |
143 | 21 | 21.1867125042838 | -0.186712504283820 |
144 | 21 | 20.1272963482529 | 0.872703651747063 |
145 | 23 | 23.4049096094414 | -0.40490960944143 |
146 | 27 | 21.4345182740381 | 5.56548172596185 |
147 | 25 | 22.3329683404394 | 2.66703165956062 |
148 | 21 | 20.5874719558795 | 0.412528044120516 |
149 | 10 | 18.0040042783166 | -8.00400427831657 |
150 | 20 | 22.0116947797580 | -2.01169477975795 |
151 | 26 | 21.927207270664 | 4.07279272933602 |
152 | 24 | 23.2958112579068 | 0.704188742093177 |
153 | 29 | 27.6688787137532 | 1.33112128624683 |
154 | 19 | 17.9045016544135 | 1.09549834558649 |
155 | 24 | 23.9510781209662 | 0.048921879033757 |
156 | 19 | 21.589714296389 | -2.58971429638899 |
157 | 24 | 21.8818995781560 | 2.11810042184404 |
158 | 22 | 22.6394533205194 | -0.639453320519371 |
159 | 17 | 23.3398082696307 | -6.3398082696307 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.577458368607618 | 0.845083262784764 | 0.422541631392382 |
9 | 0.411398285318162 | 0.822796570636324 | 0.588601714681838 |
10 | 0.304158410703853 | 0.608316821407707 | 0.695841589296147 |
11 | 0.248994180393547 | 0.497988360787093 | 0.751005819606454 |
12 | 0.159183313546883 | 0.318366627093766 | 0.840816686453117 |
13 | 0.658164310241884 | 0.683671379516232 | 0.341835689758116 |
14 | 0.566209156446478 | 0.867581687107043 | 0.433790843553522 |
15 | 0.496410684448257 | 0.992821368896515 | 0.503589315551743 |
16 | 0.414790414632067 | 0.829580829264133 | 0.585209585367934 |
17 | 0.334979128164712 | 0.669958256329424 | 0.665020871835288 |
18 | 0.311515459630605 | 0.623030919261209 | 0.688484540369395 |
19 | 0.251932471990605 | 0.50386494398121 | 0.748067528009395 |
20 | 0.261779023765504 | 0.523558047531008 | 0.738220976234496 |
21 | 0.262792543471793 | 0.525585086943585 | 0.737207456528207 |
22 | 0.207578789941351 | 0.415157579882702 | 0.792421210058649 |
23 | 0.180241713845024 | 0.360483427690049 | 0.819758286154976 |
24 | 0.163111295620553 | 0.326222591241106 | 0.836888704379447 |
25 | 0.170574735051306 | 0.341149470102612 | 0.829425264948694 |
26 | 0.129529170741851 | 0.259058341483703 | 0.870470829258149 |
27 | 0.10245035049894 | 0.20490070099788 | 0.89754964950106 |
28 | 0.103379199019793 | 0.206758398039585 | 0.896620800980207 |
29 | 0.078727915265083 | 0.157455830530166 | 0.921272084734917 |
30 | 0.0571691786619078 | 0.114338357323816 | 0.942830821338092 |
31 | 0.0422401962100992 | 0.0844803924201984 | 0.9577598037899 |
32 | 0.0426721890256378 | 0.0853443780512756 | 0.957327810974362 |
33 | 0.101530711618916 | 0.203061423237832 | 0.898469288381084 |
34 | 0.298144815894904 | 0.596289631789809 | 0.701855184105096 |
35 | 0.256980189062473 | 0.513960378124945 | 0.743019810937527 |
36 | 0.368695041998832 | 0.737390083997663 | 0.631304958001168 |
37 | 0.48852648208069 | 0.97705296416138 | 0.51147351791931 |
38 | 0.553474081771517 | 0.893051836456966 | 0.446525918228483 |
39 | 0.581854473403704 | 0.836291053192591 | 0.418145526596296 |
40 | 0.67908378559323 | 0.64183242881354 | 0.32091621440677 |
41 | 0.635589608068724 | 0.728820783862552 | 0.364410391931276 |
42 | 0.595277806231784 | 0.809444387536431 | 0.404722193768216 |
43 | 0.696464862199142 | 0.607070275601715 | 0.303535137800858 |
44 | 0.654582298392632 | 0.690835403214737 | 0.345417701607368 |
45 | 0.661850202437888 | 0.676299595124224 | 0.338149797562112 |
46 | 0.64413700604461 | 0.71172598791078 | 0.35586299395539 |
47 | 0.675983125497229 | 0.648033749005541 | 0.324016874502771 |
48 | 0.884675712615963 | 0.230648574768073 | 0.115324287384037 |
49 | 0.869680387429959 | 0.260639225140082 | 0.130319612570041 |
50 | 0.852223745607089 | 0.295552508785821 | 0.147776254392911 |
51 | 0.838443053506026 | 0.323113892987949 | 0.161556946493974 |
52 | 0.816679564227403 | 0.366640871545194 | 0.183320435772597 |
53 | 0.836453653973235 | 0.32709269205353 | 0.163546346026765 |
54 | 0.826268410392088 | 0.347463179215824 | 0.173731589607912 |
55 | 0.86738091418794 | 0.265238171624121 | 0.132619085812060 |
56 | 0.842103228456081 | 0.315793543087837 | 0.157896771543919 |
57 | 0.818125607065535 | 0.363748785868929 | 0.181874392934464 |
58 | 0.789347470969026 | 0.421305058061949 | 0.210652529030974 |
59 | 0.757980530833597 | 0.484038938332805 | 0.242019469166403 |
60 | 0.782772406141315 | 0.43445518771737 | 0.217227593858685 |
61 | 0.746898880089543 | 0.506202239820914 | 0.253101119910457 |
62 | 0.711598835498374 | 0.576802329003251 | 0.288401164501626 |
63 | 0.676154731550486 | 0.647690536899028 | 0.323845268449514 |
64 | 0.656173180992021 | 0.687653638015957 | 0.343826819007979 |
65 | 0.637960748803958 | 0.724078502392083 | 0.362039251196042 |
66 | 0.731479879871037 | 0.537040240257925 | 0.268520120128963 |
67 | 0.692942919314452 | 0.614114161371096 | 0.307057080685548 |
68 | 0.730340048195513 | 0.539319903608974 | 0.269659951804487 |
69 | 0.719384941464706 | 0.561230117070589 | 0.280615058535294 |
70 | 0.694887502168604 | 0.610224995662791 | 0.305112497831396 |
71 | 0.664481958592122 | 0.671036082815757 | 0.335518041407878 |
72 | 0.621972907526948 | 0.756054184946105 | 0.378027092473052 |
73 | 0.594594258012002 | 0.810811483975995 | 0.405405741987998 |
74 | 0.551519819791228 | 0.896960360417544 | 0.448480180208772 |
75 | 0.512843029801774 | 0.97431394039645 | 0.487156970198226 |
76 | 0.471789198736818 | 0.943578397473636 | 0.528210801263182 |
77 | 0.439465250747376 | 0.878930501494753 | 0.560534749252624 |
78 | 0.398688758176164 | 0.797377516352327 | 0.601311241823836 |
79 | 0.360697625774934 | 0.721395251549868 | 0.639302374225066 |
80 | 0.352380626267448 | 0.704761252534896 | 0.647619373732552 |
81 | 0.314128046508630 | 0.628256093017259 | 0.68587195349137 |
82 | 0.402244118665782 | 0.804488237331564 | 0.597755881334218 |
83 | 0.382037982013947 | 0.764075964027894 | 0.617962017986053 |
84 | 0.340228217874080 | 0.680456435748161 | 0.65977178212592 |
85 | 0.324520677193769 | 0.649041354387537 | 0.675479322806231 |
86 | 0.32171220004027 | 0.64342440008054 | 0.67828779995973 |
87 | 0.332659648797704 | 0.665319297595408 | 0.667340351202296 |
88 | 0.292827233137478 | 0.585654466274956 | 0.707172766862522 |
89 | 0.288855780757766 | 0.577711561515531 | 0.711144219242234 |
90 | 0.294597671222206 | 0.589195342444413 | 0.705402328777794 |
91 | 0.345042847709159 | 0.690085695418319 | 0.654957152290841 |
92 | 0.321412399648721 | 0.642824799297441 | 0.67858760035128 |
93 | 0.316926436399077 | 0.633852872798154 | 0.683073563600923 |
94 | 0.277198410490016 | 0.554396820980031 | 0.722801589509984 |
95 | 0.261015038793945 | 0.522030077587891 | 0.738984961206055 |
96 | 0.298346490476031 | 0.596692980952062 | 0.701653509523969 |
97 | 0.269237355549853 | 0.538474711099706 | 0.730762644450147 |
98 | 0.243850671509886 | 0.487701343019772 | 0.756149328490114 |
99 | 0.231989287037004 | 0.463978574074009 | 0.768010712962996 |
100 | 0.213266891312724 | 0.426533782625448 | 0.786733108687276 |
101 | 0.180705406137698 | 0.361410812275397 | 0.819294593862302 |
102 | 0.160762541460046 | 0.321525082920092 | 0.839237458539954 |
103 | 0.137375074443936 | 0.274750148887872 | 0.862624925556064 |
104 | 0.119655497759547 | 0.239310995519095 | 0.880344502240453 |
105 | 0.126435116261269 | 0.252870232522538 | 0.873564883738731 |
106 | 0.103065410900694 | 0.206130821801388 | 0.896934589099306 |
107 | 0.0846761716238637 | 0.169352343247727 | 0.915323828376136 |
108 | 0.0683615775819038 | 0.136723155163808 | 0.931638422418096 |
109 | 0.0536717996657176 | 0.107343599331435 | 0.946328200334282 |
110 | 0.0698106126006068 | 0.139621225201214 | 0.930189387399393 |
111 | 0.109320021731762 | 0.218640043463524 | 0.890679978268238 |
112 | 0.172875143244749 | 0.345750286489498 | 0.827124856755251 |
113 | 0.160863663700123 | 0.321727327400245 | 0.839136336299877 |
114 | 0.618145584873364 | 0.763708830253272 | 0.381854415126636 |
115 | 0.751847501745419 | 0.496304996509163 | 0.248152498254581 |
116 | 0.716422943864542 | 0.567154112270917 | 0.283577056135458 |
117 | 0.764754045726061 | 0.470491908547879 | 0.235245954273939 |
118 | 0.72173398737155 | 0.5565320252569 | 0.27826601262845 |
119 | 0.684694502203198 | 0.630610995593604 | 0.315305497796802 |
120 | 0.687433569412676 | 0.625132861174649 | 0.312566430587324 |
121 | 0.758798794349162 | 0.482402411301676 | 0.241201205650838 |
122 | 0.731242462174978 | 0.537515075650045 | 0.268757537825022 |
123 | 0.727836433738481 | 0.544327132523037 | 0.272163566261519 |
124 | 0.678170334544695 | 0.643659330910611 | 0.321829665455305 |
125 | 0.705089673640587 | 0.589820652718826 | 0.294910326359413 |
126 | 0.677509951598562 | 0.644980096802875 | 0.322490048401438 |
127 | 0.622942851026256 | 0.754114297947488 | 0.377057148973744 |
128 | 0.567888266542879 | 0.864223466914242 | 0.432111733457121 |
129 | 0.535792404259696 | 0.928415191480608 | 0.464207595740304 |
130 | 0.50480134731199 | 0.99039730537602 | 0.49519865268801 |
131 | 0.504134783897922 | 0.991730432204157 | 0.495865216102078 |
132 | 0.544445723577495 | 0.911108552845011 | 0.455554276422505 |
133 | 0.47787416543642 | 0.95574833087284 | 0.52212583456358 |
134 | 0.453171001247837 | 0.906342002495674 | 0.546828998752163 |
135 | 0.585330452002216 | 0.829339095995569 | 0.414669547997784 |
136 | 0.525243312919468 | 0.949513374161064 | 0.474756687080532 |
137 | 0.499897765902443 | 0.999795531804885 | 0.500102234097557 |
138 | 0.449398459419815 | 0.89879691883963 | 0.550601540580185 |
139 | 0.40130218129451 | 0.80260436258902 | 0.59869781870549 |
140 | 0.367840349597461 | 0.735680699194921 | 0.632159650402540 |
141 | 0.490007143901871 | 0.980014287803742 | 0.509992856098129 |
142 | 0.619821294324429 | 0.760357411351142 | 0.380178705675571 |
143 | 0.748212811962031 | 0.503574376075938 | 0.251787188037969 |
144 | 0.694647917821116 | 0.610704164357768 | 0.305352082178884 |
145 | 0.603040622605337 | 0.793918754789325 | 0.396959377394663 |
146 | 0.616254207609986 | 0.767491584780029 | 0.383745792390014 |
147 | 0.608178734994246 | 0.783642530011507 | 0.391821265005754 |
148 | 0.488239162192335 | 0.97647832438467 | 0.511760837807665 |
149 | 0.700816403043473 | 0.598367193913054 | 0.299183596956527 |
150 | 0.633487922474754 | 0.733024155050491 | 0.366512077525246 |
151 | 0.579208340585275 | 0.84158331882945 | 0.420791659414725 |
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 | 2 | 0.0138888888888889 | OK |