Multiple Linear Regression - Estimated Regression Equation

Concern_over_Mistakes[t] = -1.97155708164816 + 0.810124516285501Doubts_about_actions[t] + 0.251253601241108Parental_Expectations[t] + 0.188518804715735Parental_Criticism[t] + 0.566064813317674Personal_Standards[t] -0.115718741599823`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)	-1.97155708164816	3.052906	-0.6458	0.519378	0.259689
Doubts_about_actions	0.810124516285501	0.130335	6.2157	0	0
Parental_Expectations	0.251253601241108	0.13276	1.8925	0.060307	0.030154
Parental_Criticism	0.188518804715735	0.168259	1.1204	0.264294	0.132147
Personal_Standards	0.566064813317674	0.095813	5.908	0	0
`Organization `	-0.115718741599823	0.103024	-1.1232	0.263103	0.131551

Multiple Linear Regression - Regression Statistics
Multiple R	0.638102890589065
R-squared	0.40717529897812
Adjusted R-squared	0.387801942735575
F-TEST (value)	21.0172823893021
F-TEST (DF numerator)	5
F-TEST (DF denominator)	153
p-value	6.66133814775094e-16
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.47771018087769
Sum Squared Residuals	3067.63293498216

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	24	24.973069654619	-0.973069654619013
2	25	21.6968275200519	3.30317247994805
3	17	22.7576275344242	-5.75762753442423
4	18	19.8643239601547	-1.86432396015471
5	18	19.475921308563	-1.47592130856301
6	16	19.5619453157043	-3.56194531570427
7	20	20.9062047066683	-0.90620470666828
8	16	22.3667061957279	-6.36670619572787
9	18	22.4023995380277	-4.40239953802768
10	17	20.5201335863125	-3.52013358631251
11	23	22.3178193586678	0.68218064133223
12	30	22.3274768850320	7.67252311496804
13	23	15.1035765940144	7.89642340598558
14	18	19.0918794530003	-1.09187945300029
15	15	21.6854310399808	-6.68543103998084
16	12	17.8354454157556	-5.83544541575558
17	21	19.4165662795253	1.58343372047467
18	15	15.3176615872635	-0.317661587263513
19	20	19.7765579973379	0.223442002662066
20	31	26.4203200936308	4.57967990636915
21	27	25.2301666514384	1.76983334856159
22	34	27.1596931008076	6.84030689919239
23	21	19.6129963230410	1.38700367695903
24	31	20.9185081794081	10.0814918205919
25	19	19.2929241504289	-0.292924150428885
26	16	20.2171532176049	-4.21715321760486
27	20	21.5938509463785	-1.59385094637850
28	21	18.2605112781375	2.73948872186255
29	22	21.9603148900490	0.0396851099510343
30	17	19.5088680455431	-2.50886804554309
31	24	20.3178601472182	3.68213985278176
32	25	30.4697362245754	-5.46973622457536
33	26	26.7379136808267	-0.737913680826726
34	25	24.0652193827093	0.9347806172907
35	17	23.0090707878074	-6.0090707878074
36	32	27.7900227230014	4.20997727699859
37	33	23.6362102946555	9.36378970534448
38	13	22.0253619285962	-9.02536192859621
39	32	27.8387300504054	4.16126994959459
40	25	25.8389604910979	-0.838960491097932
41	29	27.024061914111	1.97593808588899
42	22	22.0238725008844	-0.0238725008844226
43	18	17.3643313167998	0.63566868320017
44	17	21.7723044845037	-4.7723044845037
45	20	22.2065286208074	-2.20652862080743
46	15	20.4502048915139	-5.45020489151386
47	20	22.1848414522041	-2.18484145220413
48	33	28.0994056135831	4.90059438641693
49	29	22.1429710099720	6.85702899002803
50	23	26.6826557598034	-3.68265575980343
51	26	23.2430193118991	2.75698068810089
52	18	18.9528684988160	-0.952868498815956
53	20	18.7340532353845	1.26594676461551
54	11	11.7902591765424	-0.79025917654241
55	28	28.9774711402709	-0.977471140270921
56	26	23.3129672959119	2.68703270408814
57	22	22.2461608568904	-0.246160856890353
58	17	20.1978454987339	-3.19784549873387
59	12	15.4254660880949	-3.42546608809486
60	14	21.0281654373449	-7.02816543734494
61	17	20.7238630018849	-3.72386300188489
62	21	21.3354034468641	-0.335403446864115
63	19	22.9325499189927	-3.93254991899267
64	18	23.0750654036623	-5.07506540366228
65	10	17.9297721146776	-7.92977211467762
66	29	24.2201359970942	4.77986400290578
67	31	18.4575551946070	12.5424448053930
68	19	22.9476672047626	-3.94766720476257
69	9	20.0659733838091	-11.0659733838091
70	20	22.4704044418167	-2.47040444181672
71	28	17.6195978476967	10.3804021523033
72	19	18.1263076319767	0.87369236802328
73	30	23.0600995039614	6.93990049603859
74	29	27.134541986358	1.86545801364201
75	26	21.4781322047787	4.52186779522132
76	23	19.5440844265833	3.45591557341675
77	13	22.7619883304533	-9.76198833045328
78	21	22.6403328681881	-1.64033286818808
79	19	21.4342707638265	-2.43427076382647
80	28	22.9430302596669	5.05696974033307
81	23	25.5488853193873	-2.54888531938726
82	18	13.775544612248	4.22445538775199
83	21	20.7338035054779	0.266196494522133
84	20	21.7890552501971	-1.78905525019705
85	23	19.953634409697	3.04636559030299
86	21	20.823548318318	0.176451681682017
87	21	21.7765070663015	-0.77650706630151
88	15	22.8032661951564	-7.80326619515637
89	28	27.147195644037	0.852804355963014
90	19	17.6573711819145	1.3426288180855
91	26	21.241739029455	4.75826097054501
92	10	13.1981887926427	-3.1981887926427
93	16	17.1052598018456	-1.10525980184556
94	22	21.1686559891103	0.831344010889723
95	19	18.7314962822068	0.268503717793152
96	31	28.7736261084291	2.22637389157087
97	31	25.1990473784126	5.80095262158741
98	29	24.802119615067	4.19788038493298
99	19	17.4133114789467	1.58668852105333
100	22	18.8946458843887	3.10535411561134
101	23	22.3730772796911	0.626922720308933
102	15	16.1706084549776	-1.17060845497761
103	20	21.4483664364161	-1.44836643641609
104	18	19.5049798788849	-1.50497987888490
105	23	21.9846165671170	1.01538343288297
106	25	20.9638904859829	4.03610951401713
107	21	16.5635547265782	4.43644527342175
108	24	19.4904987572516	4.50950124274840
109	25	25.2360293362311	-0.236029336231133
110	17	19.5772208157054	-2.57722081570542
111	13	14.5703651925901	-1.57036519259012
112	28	18.2036391664048	9.7963608335952
113	21	20.1156089993066	0.884391000693354
114	25	28.140636065485	-3.14063606548499
115	9	20.7272742072834	-11.7272742072834
116	16	17.8284411696244	-1.82844116962436
117	19	21.2002096254339	-2.20020962543392
118	17	19.4548480129136	-2.45484801291361
119	25	24.5118355020002	0.488164497999806
120	20	15.5584155586163	4.44158444138374
121	29	21.6245358561065	7.37546414389351
122	14	19.0460894061991	-5.04608940619912
123	22	26.9144076581427	-4.91440765814269
124	15	15.5764012107348	-0.57640121073484
125	19	25.4228566000411	-6.42285660004113
126	20	21.9451042791923	-1.94510427919232
127	15	17.4522263745030	-2.45222637450297
128	20	21.7886208868992	-1.78862088689922
129	18	20.2225815390998	-2.22258153909976
130	33	25.4668428039909	7.5331571960091
131	22	23.7824344363272	-1.78243443632723
132	16	16.4697006570271	-0.46970065702706
133	17	19.0367506268633	-2.03675062686334
134	16	15.052432261591	0.947567738409005
135	21	17.0483876901129	3.95161230988709
136	26	27.6421945331063	-1.64219453310631
137	18	21.1470742942904	-3.14707429429044
138	18	23.0959206112274	-5.09592061122736
139	17	18.3312627872462	-1.33126278724619
140	22	24.7434940752527	-2.74349407525272
141	30	24.7275661238695	5.27243387613055
142	30	27.2739964505683	2.72600354943172
143	24	29.9008223341231	-5.9008223341231
144	21	21.9917911761762	-0.991791176176217
145	21	25.3787580941457	-4.3787580941457
146	29	27.3918377820479	1.60816221795208
147	31	23.2405082710070	7.75949172899296
148	20	18.9759710592584	1.02402894074160
149	16	14.1875805146353	1.81241948536466
150	22	18.9190989475258	3.08090105247424
151	20	20.3316462195076	-0.331646219507592
152	28	27.3269489577319	0.673051042268084
153	38	26.5958059363835	11.4041940636165
154	22	19.3348333644292	2.66516663557077
155	20	25.6868097712468	-5.68680977124681
156	17	18.0421110887897	-1.04211108878972
157	28	24.4504319189554	3.54956808104463
158	22	24.1216672736301	-2.12166727363007
159	31	26.0892814723567	4.9107185276433

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.211396023302327	0.422792046604654	0.788603976697673
10	0.102076375342587	0.204152750685175	0.897923624657412
11	0.227238038192076	0.454476076384151	0.772761961807924
12	0.651688236191951	0.696623527616098	0.348311763808049
13	0.667307232542331	0.665385534915338	0.332692767457669
14	0.642015414981076	0.715969170037848	0.357984585018924
15	0.647421329942229	0.705157340115542	0.352578670057771
16	0.582007170180210	0.835985659639581	0.417992829819790
17	0.497441679833795	0.99488335966759	0.502558320166205
18	0.466853717517482	0.933707435034965	0.533146282482518
19	0.403185159454761	0.806370318909522	0.596814840545239
20	0.437609217255157	0.875218434510313	0.562390782744844
21	0.396901525097772	0.793803050195544	0.603098474902228
22	0.400777969653792	0.801555939307584	0.599222030346208
23	0.338769951631692	0.677539903263384	0.661230048368308
24	0.603341567728287	0.793316864543426	0.396658432271713
25	0.533551201044859	0.932897597910282	0.466448798955141
26	0.503544024150426	0.992911951699149	0.496455975849574
27	0.441730998369871	0.883461996739741	0.558269001630129
28	0.395183167548784	0.790366335097568	0.604816832451216
29	0.334977520412383	0.669955040824767	0.665022479587617
30	0.282918967778748	0.565837935557497	0.717081032221252
31	0.342901815128518	0.685803630257036	0.657098184871482
32	0.404232070072038	0.808464140144076	0.595767929927962
33	0.360398880532785	0.720797761065569	0.639601119467215
34	0.370631372835848	0.741262745671696	0.629368627164152
35	0.385307154342616	0.770614308685231	0.614692845657384
36	0.375949698359977	0.751899396719955	0.624050301640023
37	0.554989703390058	0.890020593219883	0.445010296609942
38	0.758465746223827	0.483068507552345	0.241534253776173
39	0.754517941616512	0.490964116766976	0.245482058383488
40	0.712620047429135	0.57475990514173	0.287379952570865
41	0.687613723321828	0.624772553356344	0.312386276678172
42	0.638173577653738	0.723652844692525	0.361826422346262
43	0.589575343770856	0.820849312458289	0.410424656229145
44	0.576187266799629	0.847625466400742	0.423812733200371
45	0.541737547165999	0.916524905668002	0.458262452834001
46	0.56383048884673	0.87233902230654	0.43616951115327
47	0.52281042816352	0.95437914367296	0.47718957183648
48	0.51322633604015	0.97354732791970	0.48677366395985
49	0.578119098257291	0.843761803485418	0.421880901742709
50	0.557204565171353	0.885590869657295	0.442795434828647
51	0.521832610252997	0.956334779494006	0.478167389747003
52	0.472518698692183	0.945037397384367	0.527481301307817
53	0.434388024384905	0.86877604876981	0.565611975615095
54	0.387597441853448	0.775194883706896	0.612402558146552
55	0.344799433006013	0.689598866012026	0.655200566993987
56	0.31767947265381	0.63535894530762	0.68232052734619
57	0.274752158603492	0.549504317206984	0.725247841396508
58	0.251105924453974	0.502211848907948	0.748894075546026
59	0.231434319721369	0.462868639442737	0.768565680278631
60	0.290144078219361	0.580288156438722	0.709855921780639
61	0.278497186524718	0.556994373049435	0.721502813475282
62	0.241248961424152	0.482497922848305	0.758751038575848
63	0.228675123650197	0.457350247300394	0.771324876349803
64	0.262536263897204	0.525072527794407	0.737463736102796
65	0.338838414452533	0.677676828905067	0.661161585547467
66	0.341559278538766	0.683118557077533	0.658440721461234
67	0.674526217673852	0.650947564652297	0.325473782326148
68	0.667298147675608	0.665403704648785	0.332701852324392
69	0.844206840041378	0.311586319917243	0.155793159958622
70	0.824478189179527	0.351043621640947	0.175521810820473
71	0.930528498621507	0.138943002756986	0.0694715013784930
72	0.914237531913636	0.171524936172729	0.0857624680863643
73	0.937422576584964	0.125154846830073	0.0625774234150364
74	0.92557432123351	0.148851357532979	0.0744256787664895
75	0.927322042553002	0.145355914893997	0.0726779574469983
76	0.921002404447875	0.15799519110425	0.078997595552125
77	0.97009612299005	0.0598077540198994	0.0299038770099497
78	0.962737123434993	0.074525753130014	0.037262876565007
79	0.955322112720419	0.0893557745591622	0.0446778872795811
80	0.958001069235287	0.0839978615294254	0.0419989307647127
81	0.950327240193387	0.0993455196132268	0.0496727598066134
82	0.950009769558878	0.0999804608822446	0.0499902304411223
83	0.937189377311647	0.125621245376707	0.0628106226883533
84	0.924429516664979	0.151140966670042	0.075570483335021
85	0.915951672892238	0.168096654215523	0.0840483271077617
86	0.900653181134238	0.198693637731523	0.0993468188657616
87	0.879710042132296	0.240579915735408	0.120289957867704
88	0.923727400022814	0.152545199954373	0.0762725999771865
89	0.907794947977105	0.184410104045791	0.0922050520228953
90	0.888521028335509	0.222957943328981	0.111478971664491
91	0.890348508172257	0.219302983655486	0.109651491827743
92	0.87972329404173	0.240553411916539	0.120276705958270
93	0.858486388567674	0.283027222864653	0.141513611432326
94	0.83180233324056	0.33639533351888	0.16819766675944
95	0.799891741151273	0.400216517697454	0.200108258848727
96	0.771363589009716	0.457272821980569	0.228636410990284
97	0.790445706797612	0.419108586404775	0.209554293202388
98	0.785253416561085	0.429493166877829	0.214746583438914
99	0.751315699297826	0.497368601404348	0.248684300702174
100	0.727772355364808	0.544455289270384	0.272227644635192
101	0.686415862962308	0.627168274075384	0.313584137037692
102	0.648669584234022	0.702660831531957	0.351330415765979
103	0.610688735942807	0.778622528114386	0.389311264057193
104	0.568912513183681	0.862174973632638	0.431087486816319
105	0.523348261113884	0.953303477772232	0.476651738886116
106	0.503744802868189	0.992510394263621	0.496255197131811
107	0.50060149680882	0.99879700638236	0.49939850319118
108	0.512066888836196	0.975866222327608	0.487933111163804
109	0.461970607190603	0.923941214381207	0.538029392809397
110	0.438871952745131	0.877743905490261	0.56112804725487
111	0.399245111949124	0.798490223898247	0.600754888050876
112	0.622464003183592	0.755071993632817	0.377535996816408
113	0.6143504316766	0.7712991366468	0.3856495683234
114	0.586012234060729	0.827975531878541	0.413987765939271
115	0.787995057379244	0.424009885241512	0.212004942620756
116	0.766002840747052	0.467994318505896	0.233997159252948
117	0.755053282831569	0.489893434336861	0.244946717168431
118	0.728310027616057	0.543379944767885	0.271689972383943
119	0.680521723246862	0.638956553506276	0.319478276753138
120	0.68982168695242	0.620356626095161	0.310178313047580
121	0.741250456736066	0.517499086527867	0.258749543263934
122	0.746311092056203	0.507377815887594	0.253688907943797
123	0.752066455515674	0.495867088968652	0.247933544484326
124	0.702722865924085	0.59455426815183	0.297277134075915
125	0.746671936072012	0.506656127855976	0.253328063927988
126	0.719710175859793	0.560579648280414	0.280289824140207
127	0.709720699392158	0.580558601215685	0.290279300607842
128	0.676029679145159	0.647940641709683	0.323970320854841
129	0.650880955155708	0.698238089688584	0.349119044844292
130	0.72046223026605	0.559075539467901	0.279537769733951
131	0.666986057099335	0.66602788580133	0.333013942900665
132	0.606230214360546	0.787539571278909	0.393769785639454
133	0.605895172509634	0.788209654980733	0.394104827490366
134	0.546964777920312	0.906070444159377	0.453035222079688
135	0.506212479145598	0.987575041708804	0.493787520854402
136	0.478869778858994	0.957739557717987	0.521130221141006
137	0.485143350871994	0.970286701743987	0.514856649128006
138	0.528733486885148	0.942533026229703	0.471266513114852
139	0.46164830027676	0.92329660055352	0.53835169972324
140	0.387508920972159	0.775017841944317	0.612491079027841
141	0.500398992333827	0.999202015332346	0.499601007666173
142	0.447731430106022	0.895462860212043	0.552268569893978
143	0.377989760724786	0.755979521449573	0.622010239275214
144	0.298009846375372	0.596019692750744	0.701990153624628
145	0.355263275293376	0.710526550586753	0.644736724706624
146	0.262950876609858	0.525901753219716	0.737049123390142
147	0.34057333573603	0.68114667147206	0.65942666426397
148	0.234921271540772	0.469842543081544	0.765078728459228
149	0.146077973504985	0.292155947009970	0.853922026495015
150	0.0919194134704895	0.183838826940979	0.90808058652951

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	6	0.0422535211267606	OK