Multiple Linear Regression - Estimated Regression Equation

Concern_over_Mistakes[t] = -2.70676782746942 + 0.80482569659637Doubts_about_actions[t] + 0.246618734551964Parental_Expectations[t] + 0.190858166207394Parental_Criticism[t] + 0.568212974041801Personal_Standards[t] -0.100756792404193`Organization `[t] + 0.00564436253658337t + 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)	-2.70676782746942	3.230753	-0.8378	0.403451	0.201726
Doubts_about_actions	0.80482569659637	0.130765	6.1547	0	0
Parental_Expectations	0.246618734551964	0.133141	1.8523	0.06592	0.03296
Parental_Criticism	0.190858166207394	0.168568	1.1322	0.25932	0.12966
Personal_Standards	0.568212974041801	0.096019	5.9177	0	0
`Organization `	-0.100756792404193	0.105352	-0.9564	0.340397	0.170199
t	0.00564436253658337	0.008004	0.7052	0.481742	0.240871

Multiple Linear Regression - Regression Statistics
Multiple R	0.639616097712746
R-squared	0.409108752453280
Adjusted R-squared	0.385784097944857
F-TEST (value)	17.5397561539675
F-TEST (DF numerator)	6
F-TEST (DF denominator)	152
p-value	2.22044604925031e-15
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.48508352276095
Sum Squared Residuals	3057.62807933355

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	24	24.5869751364713	-0.586975136471266
2	25	21.2987181574354	3.70128184256465
3	17	22.3859726679103	-5.38597266791033
4	18	19.4454109385100	-1.44541093850996
5	18	19.0235142417146	-1.0235142417146
6	16	19.2495257409872	-3.24952574098717
7	20	20.5436429620918	-0.543642962091784
8	16	21.9567214062097	-5.95672140620966
9	18	21.9596456847955	-3.95964568479549
10	17	20.1583618178568	-3.15836181785681
11	23	21.9388979834957	1.06110201650434
12	30	21.8557785405502	8.14422145944983
13	23	14.7331473781575	8.26685262184252
14	18	18.6032699809839	-0.603269980983944
15	15	21.3229006529394	-6.32290065293937
16	12	17.5861185544217	-5.58611855442169
17	21	19.0554592926898	1.94454070731015
18	15	14.8190078084257	0.180992191574261
19	20	19.4501286955508	0.549871304449198
20	31	26.0194000461538	4.98059995384625
21	27	24.8676845731559	2.13231542684406
22	34	26.750532950888	7.24946704911197
23	21	19.2804560909692	1.71954390903085
24	31	20.5997366083926	10.4002633916074
25	19	19.0701646017546	-0.0701646017546488
26	16	19.9463310706595	-3.94633107065954
27	20	21.3206525792539	-1.32065257925392
28	21	17.9963561270580	3.00364387294205
29	22	21.6836783558636	0.316321644136378
30	17	19.2404660680385	-2.24046606803853
31	24	20.1645593566639	3.83544064333613
32	25	30.1993051078831	-5.19930510788305
33	26	26.390560835707	-0.390560835707015
34	25	23.8830734088535	1.11692659114646
35	17	22.7338898244853	-5.73388982448527
36	32	27.5968576223048	4.40314237769521
37	33	23.4131876974345	9.5868123025655
38	13	21.7416158659416	-8.74161586594162
39	32	27.5940197273161	4.40598027268393
40	25	25.6331170331415	-0.633117033141505
41	29	26.8907632258500	2.10923677414995
42	22	21.8320305737771	0.167969426222923
43	18	17.0524592412200	0.947540758780045
44	17	21.5731241031246	-4.5731241031246
45	20	22.0446692276097	-2.04466922760975
46	15	20.2957922888318	-5.29579228883185
47	20	21.9969914249524	-1.99699142495244
48	33	27.9610910864848	5.03890891351517
49	29	21.9922711728182	7.00772882718179
50	23	26.4609674131011	-3.46096741310109
51	26	23.1055675302885	2.89443246971152
52	18	18.8307698752602	-0.830769875260195
53	20	18.6699997907346	1.33000020926542
54	11	11.5812129333856	-0.581212933385631
55	28	28.8095440113788	-0.809544011378844
56	26	23.2735050718964	2.72649492810355
57	22	22.2026118775359	-0.202611877535904
58	17	20.0774839975063	-3.07748399750625
59	12	15.4292884866592	-3.42928848665917
60	14	20.780061210624	-6.78006121062399
61	17	20.6763094340180	-3.67630943401805
62	21	21.261580521485	-0.261580521484977
63	19	22.9113260083569	-3.91132600835689
64	18	23.0268271622096	-5.02682716220961
65	10	17.8541098959786	-7.8541098959786
66	29	24.2846006276799	4.71539937232013
67	31	18.4322038562024	12.5677961437976
68	19	22.8792466318609	-3.87924663186087
69	9	20.0338902827611	-11.0338902827611
70	20	22.4674961633225	-2.46749616332248
71	28	17.5756295114181	10.4243704885819
72	19	18.1136995485328	0.886300451467232
73	30	23.0877801178341	6.91221988216585
74	29	27.073369677065	1.92663032293499
75	26	21.4908251886057	4.50917481139427
76	23	19.5051176759053	3.49488232409466
77	13	22.7601530313896	-9.76015303138962
78	21	22.6443090003536	-1.64430900035360
79	19	21.5370492704958	-2.53704927049576
80	28	22.9377313025900	5.06226869740997
81	23	25.6175014577243	-2.61750145772434
82	18	13.8646394460410	4.13536055395897
83	21	20.7319285749601	0.268071425039861
84	20	21.8476069466243	-1.84760694662434
85	23	20.0434165598231	2.95658344017692
86	21	20.8597333926554	0.140266607344566
87	21	21.8550198976718	-0.855019897671838
88	15	22.9508811919658	-7.95088119196579
89	28	27.1965037434143	0.803496256585704
90	19	17.6886416630847	1.31135833691528
91	26	21.2954140701055	4.70458592989447
92	10	13.3326243716318	-3.3326243716318
93	16	17.1873143264118	-1.18731432641177
94	22	21.2020388132927	0.797961186707256
95	19	18.9063046849835	0.093695315016476
96	31	28.9157779289149	2.08422207108510
97	31	25.3018849084882	5.69811509151183
98	29	24.8551287876824	4.14487121231755
99	19	17.5028282033594	1.49717179664060
100	22	18.9522887480601	3.04771125193990
101	23	22.472438197516	0.527561802483991
102	15	16.2874647056108	-1.28746470561081
103	20	21.4645212040962	-1.46452120409623
104	18	19.6425371514452	-1.64253715144523
105	23	22.217150234481	0.782849765518977
106	25	20.9744599375139	4.02554006248606
107	21	16.6529471075685	4.34705289243146
108	24	19.5455744278297	4.45442557217025
109	25	25.3595410763598	-0.359541076359750
110	17	19.6935475859109	-2.69354758591087
111	13	14.6943965458432	-1.69439654584321
112	28	18.4098746117709	9.59012538822914
113	21	20.3106346801039	0.68936531989613
114	25	28.2836350486841	-3.28363504868414
115	9	21.0044477704288	-12.0044477704288
116	16	18.0612276169349	-2.06122761693494
117	19	21.2966898433180	-2.29668984331795
118	17	19.6269476477759	-2.62694764777592
119	25	24.7319979920982	0.268002007901782
120	20	15.6369512420149	4.36304875798511
121	29	21.8759344009052	7.12406559909482
122	14	19.1778709228727	-5.17787092287272
123	22	27.0980959242537	-5.09809592425374
124	15	15.9019397751253	-0.901939775125261
125	19	25.6813751580878	-6.6813751580878
126	20	22.1919545613241	-2.19195456132412
127	15	17.7608142090159	-2.76081420901587
128	20	22.1258994239983	-2.12589942399832
129	18	20.5527935376764	-2.55279353767642
130	33	25.7888479793484	7.21115202065161
131	22	24.0146988185677	-2.01469881856772
132	16	16.7435243851904	-0.743524385190442
133	17	19.4036823708245	-2.40368237082452
134	16	15.381610908457	0.618389091543015
135	21	17.3637695845882	3.63623041541182
136	26	27.9214437785666	-1.92144377856657
137	18	21.4147283663736	-3.41472836637364
138	18	23.2764637604010	-5.27646376040095
139	17	18.7078618855540	-1.70786188555397
140	22	24.9760915015815	-2.97609150158152
141	30	24.952242458675	5.04775754132501
142	30	27.6220295065553	2.37797049344472
143	24	30.0288532518421	-6.02885325184213
144	21	22.3733372368221	-1.37333723682208
145	21	25.7186060818219	-4.71860608182192
146	29	27.7760626071577	1.22393739284233
147	31	23.567572013391	7.432427986609
148	20	19.3381789476296	0.661821052370389
149	16	14.4271132095025	1.57288679049751
150	22	19.2888597043427	2.71114029565732
151	20	20.7667282598620	-0.766728259862024
152	28	27.7200998654264	0.279900134573619
153	38	27.0811321597216	10.9188678402784
154	22	19.5906715514476	2.40932844855245
155	20	26.0566974089159	-6.05669740891588
156	17	18.4485304103310	-1.44853041033102
157	28	24.9055766121567	3.09442338784327
158	22	24.5396741854444	-2.53967418544438
159	31	26.4518682878217	4.54813171217832

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.0986137661024836	0.197227532204967	0.901386233897516
11	0.354975571887273	0.709951143774547	0.645024428112727
12	0.749205672924374	0.501588654151253	0.250794327075626
13	0.743994274618463	0.512011450763075	0.256005725381537
14	0.72714235157568	0.545715296848641	0.272857648424320
15	0.689806032322999	0.620387935354002	0.310193967677001
16	0.607520523040911	0.784958953918178	0.392479476959089
17	0.552963977005477	0.894072045989047	0.447036022994523
18	0.524489297213625	0.95102140557275	0.475510702786375
19	0.469705119785149	0.939410239570298	0.530294880214851
20	0.498689321613759	0.997378643227517	0.501310678386241
21	0.431176180699656	0.862352361399312	0.568823819300344
22	0.419451092528739	0.838902185057479	0.58054890747126
23	0.376937483513751	0.753874967027501	0.62306251648625
24	0.530934349054126	0.938131301891747	0.469065650945874
25	0.488778271623548	0.977556543247095	0.511221728376452
26	0.50572430443727	0.98855139112546	0.49427569556273
27	0.438393462196286	0.876786924392572	0.561606537803714
28	0.379359317119068	0.758718634238136	0.620640682880932
29	0.317823247581353	0.635646495162706	0.682176752418647
30	0.278075108364166	0.556150216728331	0.721924891635834
31	0.269604109958725	0.539208219917449	0.730395890041275
32	0.399006591421526	0.798013182843052	0.600993408578474
33	0.343222070528927	0.686444141057854	0.656777929471073
34	0.313641715491667	0.627283430983334	0.686358284508333
35	0.356773406558775	0.71354681311755	0.643226593441225
36	0.323998275685864	0.647996551371729	0.676001724314136
37	0.438555192615725	0.87711038523145	0.561444807384275
38	0.745624437903074	0.508751124193852	0.254375562096926
39	0.7299817348089	0.540036530382199	0.270018265191100
40	0.693934084025519	0.612131831948961	0.306065915974481
41	0.656722991738823	0.686554016522355	0.343277008261177
42	0.609635486056108	0.780729027887784	0.390364513943892
43	0.559432351693985	0.88113529661203	0.440567648306015
44	0.552798911731338	0.894402176537324	0.447201088268662
45	0.540193248509558	0.919613502980884	0.459806751490442
46	0.584175010022566	0.831649979954868	0.415824989977434
47	0.547117591212125	0.90576481757575	0.452882408787875
48	0.537011624774238	0.925976750451523	0.462988375225762
49	0.589669637022596	0.820660725954807	0.410330362977404
50	0.56842203322175	0.8631559335565	0.43157796677825
51	0.538178226534435	0.92364354693113	0.461821773465565
52	0.491057984345915	0.98211596869183	0.508942015654085
53	0.445536972695212	0.891073945390424	0.554463027304788
54	0.404935211723215	0.80987042344643	0.595064788276785
55	0.366544629337198	0.733089258674396	0.633455370662802
56	0.335762606108049	0.671525212216098	0.664237393891951
57	0.292733820431059	0.585467640862119	0.70726617956894
58	0.267371541827075	0.53474308365415	0.732628458172925
59	0.249510500844237	0.499021001688475	0.750489499155763
60	0.308670878298285	0.617341756596571	0.691329121701715
61	0.294097713731881	0.588195427463762	0.70590228626812
62	0.255099579665819	0.510199159331638	0.744900420334181
63	0.239430065579774	0.478860131159548	0.760569934420226
64	0.265644227426384	0.531288454852768	0.734355772573616
65	0.330364327637465	0.66072865527493	0.669635672362535
66	0.338966844575652	0.677933689151305	0.661033155424348
67	0.683800498206363	0.632399003587274	0.316199501793637
68	0.673315481045092	0.653369037909817	0.326684518954908
69	0.841190161183829	0.317619677632342	0.158809838816171
70	0.819138327521373	0.361723344957254	0.180861672478627
71	0.930851738061275	0.13829652387745	0.069148261938725
72	0.914656901731174	0.170686196537652	0.0853430982688258
73	0.938282933785067	0.123434132429866	0.061717066214933
74	0.926386103955744	0.147227792088512	0.0736138960442558
75	0.927628103388979	0.144743793222042	0.0723718966110212
76	0.921532903260819	0.156934193478363	0.0784670967391814
77	0.969328781764506	0.0613424364709885	0.0306712182354943
78	0.961667340439294	0.0766653191214129	0.0383326595607064
79	0.95410748689714	0.0917850262057185	0.0458925131028593
80	0.956601951586903	0.0867960968261944	0.0433980484130972
81	0.94866640143641	0.102667197127179	0.0513335985635893
82	0.947674557240554	0.104650885518891	0.0523254427594454
83	0.93387686395165	0.132246272096699	0.0661231360483494
84	0.920778464987115	0.158443070025771	0.0792215350128854
85	0.911255843490231	0.177488313019537	0.0887441565097685
86	0.893685955156079	0.212628089687843	0.106314044843921
87	0.871647292220025	0.256705415559949	0.128352707779975
88	0.919379775763868	0.161240448472264	0.0806202242361318
89	0.902611562542193	0.194776874915614	0.097388437457807
90	0.88176524363347	0.236469512733059	0.118234756366529
91	0.88139741398992	0.237205172020159	0.118602586010079
92	0.871398039668186	0.257203920663629	0.128601960331814
93	0.849132483499532	0.301735033000937	0.150867516500468
94	0.820422351999575	0.359155296000851	0.179577648000425
95	0.787017743228047	0.425964513543906	0.212982256771953
96	0.755715717519414	0.488568564961171	0.244284282480585
97	0.773221498701842	0.453557002596317	0.226778501298158
98	0.769991622825097	0.460016754349806	0.230008377174903
99	0.734360026106278	0.531279947787445	0.265639973893722
100	0.712285342532017	0.575429314935965	0.287714657467983
101	0.673804180886968	0.652391638226063	0.326195819113032
102	0.632880695737512	0.734238608524976	0.367119304262488
103	0.591795492302649	0.816409015394702	0.408204507697351
104	0.548631219337819	0.902737561324363	0.451368780662181
105	0.506340488687243	0.987319022625515	0.493659511312757
106	0.492691634388543	0.985383268777085	0.507308365611457
107	0.500002089027186	0.999995821945628	0.499997910972814
108	0.539303621396916	0.921392757206167	0.460696378603084
109	0.501865343762256	0.996269312475489	0.498134656237744
110	0.46070428980282	0.92140857960564	0.53929571019718
111	0.413743913231612	0.827487826463224	0.586256086768388
112	0.7406188406695	0.518762318661	0.2593811593305
113	0.775579162293002	0.448841675413997	0.224420837706998
114	0.751192493702793	0.497615012594414	0.248807506297207
115	0.875459864023444	0.249080271953112	0.124540135976556
116	0.847093187395819	0.305813625208363	0.152906812604181
117	0.817630525758243	0.364738948483513	0.182369474241757
118	0.78416977850527	0.431660442989461	0.215830221494730
119	0.75623961941945	0.487520761161101	0.243760380580550
120	0.804970576588138	0.390058846823725	0.195029423411862
121	0.884059519069933	0.231880961860133	0.115940480930067
122	0.865249738023541	0.269500523952918	0.134750261976459
123	0.844910324733052	0.310179350533897	0.155089675266948
124	0.806900129855565	0.386199740288871	0.193099870144435
125	0.811564180355852	0.376871639288295	0.188435819644148
126	0.768212231461183	0.463575537077633	0.231787768538817
127	0.736867409455641	0.526265181088717	0.263132590544359
128	0.690330756079321	0.619338487841358	0.309669243920679
129	0.645015922560205	0.70996815487959	0.354984077439795
130	0.765893935019667	0.468212129960667	0.234106064980333
131	0.713580282724145	0.57283943455171	0.286419717275855
132	0.653407430680831	0.693185138638337	0.346592569319169
133	0.615380189803281	0.769239620393438	0.384619810196719
134	0.545690341410029	0.908619317179942	0.454309658589971
135	0.571000707376548	0.857998585246904	0.428999292623452
136	0.500535746389736	0.998928507220528	0.499464253610264
137	0.453408493907196	0.906816987814392	0.546591506092804
138	0.470186630788956	0.940373261577911	0.529813369211044
139	0.396281266677953	0.792562533355906	0.603718733322047
140	0.322837797121087	0.645675594242173	0.677162202878913
141	0.425940533040581	0.851881066081162	0.574059466959419
142	0.375946927934400	0.751893855868801	0.6240530720656
143	0.303350492215239	0.606700984430479	0.696649507784761
144	0.227185895699066	0.454371791398132	0.772814104300934
145	0.333525544777945	0.66705108955589	0.666474455222055
146	0.254150574218036	0.508301148436071	0.745849425781964
147	0.252870623285588	0.505741246571175	0.747129376714412
148	0.159612301285357	0.319224602570713	0.840387698714643
149	0.0863434141037005	0.172686828207401	0.9136565858963

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	4	0.0285714285714286	OK