Multiple Linear Regression - Estimated Regression Equation

Anxiety[t] = + 56.071093699893 -0.342980598360856Concern[t] + 0.0774281170230556Doubts[t] + 0.306566415060552Pexpectations[t] + 0.00433514557748334Standards[t] -0.0653485310147079Organization[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)	56.071093699893	9.180962	6.1073	0	0
Concern	-0.342980598360856	0.247037	-1.3884	0.167138	0.083569
Doubts	0.0774281170230556	0.448984	0.1725	0.863321	0.431661
Pexpectations	0.306566415060552	0.355773	0.8617	0.390271	0.195135
Standards	0.00433514557748334	0.314703	0.0138	0.989028	0.494514
Organization	-0.0653485310147079	0.317583	-0.2058	0.837258	0.418629

Multiple Linear Regression - Regression Statistics
Multiple R	0.138481637077551
R-squared	0.0191771638076785
Adjusted R-squared	-0.0144126593495926
F-TEST (value)	0.570921844925736
F-TEST (DF numerator)	5
F-TEST (DF denominator)	146
p-value	0.722183276880675
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	13.5237287475725
Sum Squared Residuals	26702.1209287361

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	69	50.923612785696	18.076387214304
2	53	53.0468449068757	-0.0468449068757286
3	43	52.5673326130335	-9.56733261303352
4	60	48.1633693466911	11.8366306533089
5	49	51.5206978142496	-2.52069781424960
6	62	53.0494159597338	8.95058404026621
7	45	52.4729485643365	-7.47294856433652
8	50	51.3269021345288	-1.32690213452875
9	75	52.1196658261082	22.8803341738918
10	82	51.4009657088077	30.5990342911923
11	60	52.9740770472035	7.02592295279655
12	59	53.5347331760122	5.4652668239878
13	21	50.7007652306985	-29.7007652306985
14	62	54.4129623778829	7.58703762211707
15	54	52.0042104825867	1.99578951741330
16	47	52.7284635106518	-5.72846351065177
17	59	51.0905338893056	7.90946611069438
18	37	53.267739590457	-16.267739590457
19	43	48.5580467880261	-5.55804678802611
20	48	51.0348543221454	-3.03485432214543
21	79	49.0996153596478	29.9003846403522
22	62	52.797973124992	9.20202687500804
23	16	50.8791033114142	-34.8791033114142
24	38	49.9754205859433	-11.9754205859433
25	58	53.8123652433583	4.18763475664166
26	60	54.0534508833973	5.94654911660266
27	67	52.0647206049289	14.9352793950712
28	55	52.5975760990848	2.40242390091524
29	47	51.9950382913599	-4.99503829135991
30	59	51.3500018487912	7.64999815120876
31	49	51.598434963578	-2.59843496357802
32	47	52.7957662761058	-5.79576627610583
33	57	51.8922185206883	5.10778147931171
34	39	48.4566236941115	-9.45662369411146
35	49	52.4715960369136	-3.47159603691364
36	26	52.1088778656368	-26.1088778656368
37	53	49.4595398992844	3.54046010071556
38	75	53.6959221791612	21.3040778208388
39	65	49.1830969244841	15.8169030755159
40	49	55.1508252757434	-6.15082527574342
41	48	50.7272161342836	-2.72721613428358
42	45	50.981218239303	-5.98121823930296
43	31	53.0970730578881	-22.0970730578881
44	61	54.8849651251235	6.11503487487649
45	49	53.5149969661194	-4.51499696611943
46	69	51.6611246251882	17.3388753748118
47	54	50.5270555730465	3.47294442695347
48	80	51.8879254011736	28.1120745988264
49	57	52.9814085593146	4.01859144068545
50	34	51.5958652737432	-17.5958652737432
51	69	54.1945498922389	14.8054501077611
52	44	51.6239155889786	-7.62391558897865
53	70	49.4148940919261	20.5851059080739
54	51	53.6560973379842	-2.65609733798425
55	66	52.6358258340566	13.3641741659434
56	18	51.1128545054779	-33.1128545054779
57	74	50.6985611078588	23.3014388921412
58	59	53.5695441832413	5.43045581675869
59	48	53.2367480803545	-5.23674808035455
60	55	50.2998120408944	4.70018795910561
61	44	48.8095960370112	-4.80959603701121
62	56	47.9093969526874	8.09060304731255
63	65	52.1215756330871	12.8784243669129
64	77	51.7538648347745	25.2461351652255
65	46	47.6879586676204	-1.68795866762042
66	70	53.0864037801844	16.9135962198156
67	39	55.505152477155	-16.505152477155
68	55	55.4312660158234	-0.431266015823426
69	44	51.8381977872098	-7.83819778720984
70	45	52.9089025784407	-7.90890257844075
71	45	52.1638244498393	-7.16382444983932
72	49	51.8326588326418	-2.83265883264185
73	65	51.3681362456361	13.6318637543639
74	45	47.0472573706292	-2.04725737062923
75	71	51.0440966796098	19.9559033203902
76	48	53.6807423306048	-5.68074233060483
77	41	51.9501736696403	-10.9501736696403
78	40	52.2827065307054	-12.2827065307054
79	64	51.72254832973	12.2774516702701
80	56	51.8404032730727	4.15959672692729
81	52	53.3556301612206	-1.35563016122058
82	41	49.4267996156825	-8.42679961568248
83	42	53.4511195749867	-11.4511195749867
84	54	54.7296377869182	-0.729637786918216
85	40	54.5240713456767	-14.5240713456767
86	40	51.9100869496649	-11.9100869496649
87	51	52.9813788482988	-1.98137884829885
88	48	53.2142221200736	-5.21422212007365
89	80	54.4477016480335	25.5522983519665
90	38	53.5348209925587	-15.5348209925586
91	57	54.3326688921411	2.66733110785889
92	28	47.9573591109086	-19.9573591109086
93	51	53.8572271390314	-2.85722713903145
94	46	51.1472282086333	-5.14722820863332
95	58	52.9665380677125	5.03346193228755
96	67	53.2759832049132	13.7240167950868
97	72	52.0353462270942	19.9646537729058
98	26	51.9021226564984	-25.9021226564984
99	54	54.2199873363711	-0.219987336371117
100	53	51.9215039267709	1.07849607322914
101	64	47.1661852419789	16.8338147580211
102	47	55.7186996859885	-8.71869968598851
103	43	52.6867005145034	-9.68670051450343
104	66	50.2267638215581	15.7732361784419
105	54	50.2139338101009	3.78606618989907
106	62	55.166022566791	6.83397743320901
107	52	53.7687344662939	-1.76873446629385
108	64	52.7101536885317	11.2898463114683
109	55	49.2844209717021	5.71557902829785
110	57	52.7882878035432	4.21171219645681
111	74	53.3582025771019	20.6417974228981
112	32	52.2166075742418	-20.2166075742418
113	38	51.046272454457	-13.046272454457
114	66	54.991592194706	11.0084078052941
115	37	52.0646327883824	-15.0646327883824
116	26	53.0613187574436	-27.0613187574436
117	64	53.7487363776026	10.2512636223974
118	28	50.0478967389701	-22.0478967389701
119	66	55.3671510048149	10.6328489951851
120	65	53.1384822696217	11.8615177303783
121	48	51.8007552201943	-3.80075522019429
122	44	54.8279925694031	-10.8279925694031
123	64	52.7648924103968	11.2351075896032
124	39	50.0370223249755	-11.0370223249755
125	50	53.6217249978521	-3.62172499785211
126	66	52.7089188055022	13.2910811944978
127	48	49.4950121523927	-1.49501215239269
128	70	52.4277020180274	17.5722979819726
129	66	53.8628419197477	12.1371580802523
130	61	52.7682005352823	8.23179946471774
131	31	50.5219700020202	-19.5219700020202
132	61	51.7060770634543	9.29392293654574
133	54	50.501792398984	3.49820760101603
134	34	50.8303596537053	-16.8303596537053
135	62	50.8015549407825	11.1984450592175
136	47	53.1436112297341	-6.1436112297341
137	52	49.9973609186757	2.00263908132434
138	37	52.812488793805	-15.8124887938050
139	46	47.520319575624	-1.52031957562402
140	38	52.2903631545898	-14.2903631545898
141	63	53.8123652433583	9.18763475664166
142	34	52.616576807791	-18.6165768077910
143	46	50.071659062135	-4.07165906213499
144	40	52.3260282754645	-12.3260282754645
145	30	54.5240713456767	-24.5240713456767
146	35	47.7973766427966	-12.7973766427966
147	51	51.8007552201943	-0.800755220194286
148	56	53.710865770865	2.28913422913496
149	68	52.5369432049051	15.4630567950949
150	39	54.152874712637	-15.152874712637
151	44	52.4715960369136	-8.47159603691363
152	58	54.152874712637	3.84712528736299

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.678830533198909	0.642338933602181	0.321169466801091
10	0.822885440412327	0.354229119175345	0.177114559587672
11	0.722037105883627	0.555925788232747	0.277962894116373
12	0.630174253743092	0.739651492513816	0.369825746256908
13	0.93213684899965	0.135726302000699	0.0678631510003493
14	0.893767904765459	0.212464190469083	0.106232095234541
15	0.845001412588649	0.309997174822702	0.154998587411351
16	0.847266310037505	0.30546737992499	0.152733689962495
17	0.793443478439552	0.413113043120896	0.206556521560448
18	0.862212745436376	0.275574509127248	0.137787254563624
19	0.84443337075188	0.311133258496242	0.155566629248121
20	0.811890444778311	0.376219110443377	0.188109555221689
21	0.866534380621751	0.266931238756498	0.133465619378249
22	0.843774617165963	0.312450765668074	0.156225382834037
23	0.952678664352583	0.0946426712948348	0.0473213356474174
24	0.960777311747941	0.0784453765041173	0.0392226882520587
25	0.944748625141498	0.110502749717005	0.0552513748585023
26	0.925375813862402	0.149248372275197	0.0746241861375983
27	0.925654703461842	0.148690593076317	0.0743452965381583
28	0.901794823156855	0.196410353686290	0.0982051768431449
29	0.875232752331216	0.249534495337567	0.124767247668784
30	0.843845657722669	0.312308684554662	0.156154342277331
31	0.819462810686936	0.361074378626127	0.180537189313064
32	0.788699199824348	0.422601600351304	0.211300800175652
33	0.745293851468375	0.50941229706325	0.254706148531625
34	0.75131051999509	0.497378960009821	0.248689480004910
35	0.71016162360638	0.579676752787241	0.289838376393620
36	0.80630184323401	0.387396313531979	0.193698156765989
37	0.765526512412031	0.468946975175938	0.234473487587969
38	0.809382109785259	0.381235780429483	0.190617890214741
39	0.811914740662897	0.376170518674206	0.188085259337103
40	0.776582435312889	0.446835129374222	0.223417564687111
41	0.740870137718641	0.518259724562717	0.259129862281359
42	0.708877343686495	0.582245312627010	0.291122656313505
43	0.768613584634518	0.462772830730964	0.231386415365482
44	0.733829163215186	0.532341673569628	0.266170836784814
45	0.693121713642939	0.613756572714123	0.306878286357061
46	0.704119081947445	0.591761836105111	0.295880918052555
47	0.658230227934137	0.683539544131726	0.341769772065863
48	0.790232459937975	0.419535080124051	0.209767540062025
49	0.753308929257636	0.493382141484728	0.246691070742364
50	0.768154669778468	0.463690660443063	0.231845330221532
51	0.757099825064172	0.485800349871656	0.242900174935828
52	0.759392485203962	0.481215029592075	0.240607514796038
53	0.790318956271592	0.419362087456816	0.209681043728408
54	0.756259464352528	0.487481071294945	0.243740535647472
55	0.747534272323968	0.504931455352065	0.252465727676033
56	0.917944403101005	0.164111193797990	0.0820555968989948
57	0.945687065815146	0.108625868369708	0.0543129341848538
58	0.933629639912938	0.132740720174125	0.0663703600870624
59	0.918725620139718	0.162548759720565	0.0812743798602823
60	0.900877209802445	0.198245580395110	0.0991227901975548
61	0.892396042711452	0.215207914577096	0.107603957288548
62	0.877624681976828	0.244750636046345	0.122375318023173
63	0.8726411817565	0.254717636486998	0.127358818243499
64	0.92359425244806	0.152811495103881	0.0764057475519407
65	0.90575206593843	0.188495868123142	0.094247934061571
66	0.91435412738902	0.171291745221961	0.0856458726109807
67	0.924353819838676	0.151292360322647	0.0756461801613236
68	0.905831730791853	0.188336538416295	0.0941682692081474
69	0.894761983863854	0.210476032272293	0.105238016136146
70	0.879956162882803	0.240087674234394	0.120043837117197
71	0.861973490947504	0.276053018104991	0.138026509052496
72	0.835153622469238	0.329692755061525	0.164846377530762
73	0.833999403290075	0.332001193419849	0.166000596709924
74	0.808247389232396	0.383505221535208	0.191752610767604
75	0.852208528684143	0.295582942631715	0.147791471315857
76	0.82889612013559	0.342207759728819	0.171103879864409
77	0.818362848282829	0.363274303434342	0.181637151717171
78	0.81336890792766	0.37326218414468	0.18663109207234
79	0.830673323882034	0.338653352235932	0.169326676117966
80	0.801894695335537	0.396210609328925	0.198105304664463
81	0.768893198980222	0.462213602039556	0.231106801019778
82	0.745135628997152	0.509728742005695	0.254864371002848
83	0.737299014906122	0.525401970187756	0.262700985093878
84	0.697404699273823	0.605190601452355	0.302595300726177
85	0.702638333900790	0.594723332198419	0.297361666099210
86	0.695073629828499	0.609852740343002	0.304926370171501
87	0.659849592463601	0.680300815072798	0.340150407536399
88	0.624629568314605	0.750740863370791	0.375370431685395
89	0.722882820822073	0.554234358355855	0.277117179177927
90	0.749606930807926	0.500786138384148	0.250393069192074
91	0.710016247864914	0.579967504270171	0.289983752135086
92	0.743181934402279	0.513636131195442	0.256818065597721
93	0.703552289890415	0.59289542021917	0.296447710109585
94	0.669969442604019	0.660061114791962	0.330030557395981
95	0.626529455503049	0.746941088993903	0.373470544496952
96	0.620344091716249	0.759311816567502	0.379655908283751
97	0.662844647287015	0.67431070542597	0.337155352712985
98	0.78221701100183	0.435565977996339	0.217782988998170
99	0.743569658303418	0.512860683393163	0.256430341696582
100	0.701004350863531	0.597991298272938	0.298995649136469
101	0.765702360188893	0.468595279622214	0.234297639811107
102	0.753601498916245	0.492797002167509	0.246398501083755
103	0.733491440558442	0.533017118883117	0.266508559441558
104	0.757752290941465	0.484495418117069	0.242247709058535
105	0.738381039724045	0.52323792055191	0.261618960275955
106	0.699722733482706	0.600554533034587	0.300277266517294
107	0.652582150336161	0.694835699327678	0.347417849663839
108	0.638585758684082	0.722828482631837	0.361414241315918
109	0.61529634305272	0.76940731389456	0.38470365694728
110	0.564928602528296	0.870142794943407	0.435071397471704
111	0.639716292551582	0.720567414896836	0.360283707448418
112	0.687263737174216	0.625472525651569	0.312736262825784
113	0.658123051072501	0.683753897854998	0.341876948927499
114	0.627016150262427	0.745967699475147	0.372983849737573
115	0.615754233388123	0.768491533223753	0.384245766611877
116	0.78735959774339	0.425280804513218	0.212640402256609
117	0.766192204879547	0.467615590240906	0.233807795120453
118	0.851403954764125	0.297192090471751	0.148596045235875
119	0.828139427457229	0.343721145085543	0.171860572542771
120	0.821353016837211	0.357293966325578	0.178646983162789
121	0.777735376372793	0.444529247254415	0.222264623627207
122	0.74653237792864	0.50693524414272	0.25346762207136
123	0.733959494156703	0.532081011686594	0.266040505843297
124	0.718534542987407	0.562930914025186	0.281465457012593
125	0.661799074946922	0.676401850106156	0.338200925053078
126	0.66456620535149	0.67086758929702	0.33543379464851
127	0.597712075230486	0.804575849539028	0.402287924769514
128	0.662147447181924	0.675705105636151	0.337852552818076
129	0.655811175761992	0.688377648476017	0.344188824238008
130	0.719611913986716	0.560776172026568	0.280388086013284
131	0.761947946250951	0.476104107498099	0.238052053749049
132	0.776763509068425	0.446472981863151	0.223236490931575
133	0.71461831668823	0.57076336662354	0.28538168331177
134	0.802521173291219	0.394957653417562	0.197478826708781
135	0.738827826079626	0.522344347840748	0.261172173920374
136	0.688926392082367	0.622147215835266	0.311073607917633
137	0.658411331673227	0.683177336653545	0.341588668326773
138	0.56596296674926	0.868074066501479	0.434037033250740
139	0.467306602409845	0.93461320481969	0.532693397590155
140	0.359718971255751	0.719437942511503	0.640281028744249
141	0.491152228740997	0.982304457481993	0.508847771259003
142	0.596079394809157	0.807841210381687	0.403920605190843
143	0.434855269659406	0.869710539318811	0.565144730340594

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	0.0148148148148148	OK