Multiple Linear Regression - Estimated Regression Equation

Anxiety[t] = + 20.3838257780381 + 0.113181873884428Concern[t] + 2.57520207109418Doubts[t] + 0.356521545363305Pexpectations[t] -0.0846338978898613Pcriticism[t] -0.0783139174114985Standards[t] -0.028565001972493Organization[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)	20.3838257780381	7.937237	2.5681	0.011222	0.005611
Concern	0.113181873884428	0.207946	0.5443	0.58707	0.293535
Doubts	2.57520207109418	0.374663	6.8734	0	0
Pexpectations	0.356521545363305	0.351851	1.0133	0.312595	0.156297
Pcriticism	-0.0846338978898613	0.443961	-0.1906	0.849076	0.424538
Standards	-0.0783139174114985	0.276392	-0.2833	0.777312	0.388656
Organization	-0.028565001972493	0.267905	-0.1066	0.915233	0.457616

Multiple Linear Regression - Regression Statistics
Multiple R	0.559188538520539
R-squared	0.312691821612736
Adjusted R-squared	0.284638426576521
F-TEST (value)	11.1463094291822
F-TEST (DF numerator)	6
F-TEST (DF denominator)	147
p-value	3.13000736440472e-10
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	11.4087517401793
Sum Squared Residuals	19133.4635915494

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	69	59.4369259017397	9.5630740982603
2	53	50.7443320609542	2.25566793904584
3	43	40.0793825770384	2.92061742296162
4	60	54.0667091554162	5.93329084458376
5	49	44.2736283195318	4.72637168046824
6	62	49.081286490006	12.9187135099940
7	45	49.3107123895055	-4.31071238950551
8	50	51.1116375225459	-1.11163752254592
9	75	52.3187659056494	22.6812340943506
10	82	65.3503872652049	16.6496127347951
11	60	58.2668061838538	1.73319381614617
12	59	57.537578128292	1.46242187170806
13	21	44.8608846616637	-23.8608846616637
14	40	54.5301709234307	-14.5301709234307
15	62	52.5111529450851	9.48884705491493
16	54	51.2237923403586	2.77620765964142
17	47	48.0208937060573	-1.02089370605732
18	59	62.7026661182472	-3.70266611824718
19	37	48.5944713391162	-11.5944713391162
20	43	53.9482411577698	-10.9482411577698
21	48	48.685052912464	-0.685052912464035
22	79	64.8959757445589	14.1040242554411
23	62	74.0959684012723	-12.0959684012723
24	16	43.4996099196242	-27.4996099196242
25	38	48.4567562249039	-10.4567562249039
26	58	44.2806400465525	13.7193599534475
27	60	46.9544681167610	13.0455318832390
28	72	63.0006771101159	8.9993228898841
29	67	51.7400715762958	15.2599284237042
30	55	50.0409217144968	4.95907828550324
31	47	50.1740735599101	-3.17407355991012
32	59	60.7667915755137	-1.76679157551365
33	49	48.2261844873785	0.773815512621455
34	47	34.1378083125778	12.8621916874222
35	57	57.69744970942	-0.697449709419993
36	39	50.0745484777208	-11.0745484777208
37	49	53.4208397525395	-4.42083975253948
38	26	50.8394286479858	-24.8394286479858
39	53	59.6809417279654	-6.68094172796545
40	75	63.4870796239928	11.5129203760072
41	65	62.826714215431	2.17328578456895
42	49	46.0902463742168	2.90975362578319
43	48	46.8689531960648	1.13104680393517
44	45	59.6762785212841	-14.6762785212841
45	31	46.4393936317187	-15.4393936317187
46	67	55.1806620785182	11.8193379214818
47	61	54.862721967721	6.13727803227902
48	49	48.1490110415304	0.850988958469589
49	69	55.4842003064259	13.5157996935741
50	54	47.6370143000145	6.36298569998545
51	80	51.4941658226116	28.5058341773884
52	57	39.4028117500114	17.5971882499886
53	34	48.6212732611854	-14.6212732611854
54	69	59.2096212620797	9.79037873792027
55	44	51.5473788690402	-7.54737886904024
56	70	44.4886614035045	25.5113385964955
57	51	52.3257211882739	-1.32572118827390
58	66	49.081286490006	16.9187135099940
59	18	39.04295110312	-21.04295110312
60	74	47.7406952597359	26.2593047402641
61	59	66.7581293129185	-7.7581293129185
62	48	46.3090425800344	1.69095741996561
63	55	57.4886319064142	-2.48863190641422
64	44	48.7668689906469	-4.76686899064692
65	56	53.6952453478197	2.30475465218029
66	65	51.3191513196825	13.6808486803175
67	77	60.3566279838175	16.6433720161825
68	46	51.4858462326123	-5.4858462326123
69	70	64.9537456915625	5.04625430843751
70	39	44.8956902805788	-5.89569028057885
71	55	47.3874057259911	7.61259427400891
72	44	48.0976563846827	-4.09765638468274
73	45	52.0988968571177	-7.09889685711767
74	45	37.2488837052199	7.75111629478015
75	25	61.6767173029837	-36.6767173029837
76	49	55.424099648864	-6.42409964886396
77	65	56.8069862729469	8.19301372705311
78	45	46.4076306700835	-1.40763067008355
79	71	60.2853189927822	10.7146810072178
80	48	50.0154344560508	-2.01543445605076
81	41	51.5971277844792	-10.5971277844792
82	40	45.3302800226934	-5.33028002269341
83	64	60.3010507797081	3.6989492202919
84	56	62.3968660417721	-6.39686604177207
85	52	58.0364004491070	-6.03640044910705
86	41	49.4196181697217	-8.41961816972174
87	45	50.2038354778423	-5.20383547784227
88	42	49.3107123895055	-7.31071238950551
89	54	66.9665762450859	-12.9665762450859
90	40	51.1716612850448	-11.1716612850448
91	40	48.1510685296297	-8.1510685296297
92	51	55.5043844151319	-4.50438441513193
93	48	48.6714199473914	-0.671419947391398
94	80	68.7057652622751	11.2942347377249
95	38	46.3706507228887	-8.37065072288875
96	57	41.7905940687434	15.2094059312566
97	51	49.6345729244494	1.36542707555062
98	46	42.0340929423563	3.96590705764373
99	58	60.077969689071	-2.07796968907100
100	67	60.099175994978	6.90082400502204
101	72	65.4832310524002	6.51676894759981
102	26	34.5624993697622	-8.5624993697622
103	54	45.463677588767	8.536322411233
104	53	53.947936956661	-0.94793695666104
105	69	51.2618723389369	17.7381276610631
106	64	67.2183308617871	-3.21833086178706
107	47	47.6653992167658	-0.665399216765783
108	43	61.0049575044314	-18.0049575044314
109	66	64.0866165921385	1.9133834078615
110	54	56.2319074417817	-2.23190744178168
111	62	54.5540422151346	7.44595778486536
112	52	47.1198540412709	4.88014595872906
113	64	49.8678607257055	14.1321392742945
114	55	46.9376893042502	8.06231069574979
115	74	52.8670948488954	21.1329051511046
116	32	44.5034980851813	-12.5034980851813
117	38	35.8467759053801	2.15322409461985
118	66	60.4864017843469	5.51359821565308
119	37	46.4393936317187	-9.4393936317187
120	26	43.5013840867387	-17.5013840867387
121	64	50.631171070157	13.3688289298430
122	28	41.0115309335622	-13.0115309335622
123	65	52.1930394260313	12.8069605739687
124	48	45.2511779692258	2.74882203077417
125	44	45.6456476830613	-1.64564768306127
126	64	54.8735200871087	9.12647991289129
127	39	58.9385153043637	-19.9385153043637
128	50	57.6099171189342	-7.60991711893422
129	52	60.750044346486	-8.75004434648594
130	48	54.0667091554162	-6.06670915541624
131	70	54.056893814811	15.9431061851890
132	66	60.4236814555312	5.57631854446884
133	61	65.3223309810183	-4.32233098101833
134	31	44.6778106162347	-13.6778106162347
135	61	61.1310052111362	-0.131005211136226
136	54	44.0959353531964	9.90406464680364
137	34	46.0257693337217	-12.0257693337217
138	62	59.7205724873639	2.27942751263615
139	47	41.1693177752797	5.83068222472034
140	52	61.9505538819357	-9.95055388193572
141	37	55.7354121533853	-18.7354121533853
142	46	46.7480622059432	-0.7480622059432
143	61	61.360280699653	-0.360280699653013
144	70	61.4438534895153	8.55614651048474
145	63	60.6660355254088	2.33396447459117
146	34	43.1891486725199	-9.18914867251991
147	46	43.5998650868783	2.40013491312169
148	40	48.7033994366018	-8.70339943660178
149	30	45.4828278407567	-15.4828278407567
150	35	50.4044652122142	-15.4044652122142
151	51	56.2836574009237	-5.28365740092368
152	56	44.4397843198291	11.5602156801709
153	44	54.0667091554162	-10.0667091554162
154	58	47.73362366363	10.2663763363700

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.25421968105371	0.50843936210742	0.74578031894629
11	0.411604796700695	0.82320959340139	0.588395203299305
12	0.272196079137742	0.544392158275484	0.727803920862258
13	0.380005420847302	0.760010841694604	0.619994579152698
14	0.387161950601279	0.774323901202558	0.612838049398721
15	0.338355935349171	0.676711870698343	0.661644064650829
16	0.261740361328081	0.523480722656162	0.738259638671919
17	0.222247714199627	0.444495428399253	0.777752285800373
18	0.218278544254667	0.436557088509335	0.781721455745333
19	0.252951801545719	0.505903603091439	0.747048198454281
20	0.397615561381966	0.795231122763932	0.602384438618034
21	0.319105033864973	0.638210067729945	0.680894966135027
22	0.263210443008280	0.526420886016559	0.73678955699172
23	0.510487729182694	0.979024541634613	0.489512270817306
24	0.762933168502891	0.474133662994218	0.237066831497109
25	0.74752326932658	0.504953461346841	0.252476730673421
26	0.763753559233545	0.47249288153291	0.236246440766455
27	0.789215015855602	0.421569968288796	0.210784984144398
28	0.778065166198304	0.443869667603392	0.221934833801696
29	0.770913355860769	0.458173288278462	0.229086644139231
30	0.729663642093462	0.540672715813076	0.270336357906538
31	0.676130423023314	0.647739153953371	0.323869576976685
32	0.619172178891776	0.761655642216448	0.380827821108224
33	0.558714865354158	0.882570269291683	0.441285134645842
34	0.521329858905409	0.957340282189183	0.478670141094591
35	0.487192843896362	0.974385687792725	0.512807156103638
36	0.516700682871238	0.966598634257523	0.483299317128762
37	0.463616777412819	0.927233554825639	0.53638322258718
38	0.628834389593437	0.742331220813125	0.371165610406563
39	0.590465796299476	0.819068407401047	0.409534203700524
40	0.567841220577627	0.864317558844747	0.432158779422373
41	0.517325109303862	0.965349781392275	0.482674890696138
42	0.480186761204069	0.960373522408138	0.519813238795931
43	0.42554502406296	0.85109004812592	0.57445497593704
44	0.54245063649352	0.91509872701296	0.45754936350648
45	0.620146041620497	0.759707916759006	0.379853958379503
46	0.655144195042761	0.689711609914478	0.344855804957239
47	0.624890076751215	0.75021984649757	0.375109923248785
48	0.583971656986577	0.832056686026846	0.416028343013423
49	0.599245181762974	0.801509636474052	0.400754818237026
50	0.565732720721478	0.868534558557044	0.434267279278522
51	0.754888462623763	0.490223074752474	0.245111537376237
52	0.780091989232849	0.439816021534302	0.219908010767151
53	0.816946369009242	0.366107261981516	0.183053630990758
54	0.802656675807309	0.394686648385383	0.197343324192691
55	0.78776645284949	0.424467094301022	0.212233547150511
56	0.90178971733219	0.19642056533562	0.09821028266781
57	0.881648230849435	0.23670353830113	0.118351769150565
58	0.904156184728685	0.19168763054263	0.095843815271315
59	0.948330827763835	0.103338344472331	0.0516691722361654
60	0.985215959102233	0.0295680817955339	0.0147840408977669
61	0.981625531373165	0.0367489372536695	0.0183744686268347
62	0.975580449085367	0.0488391018292661	0.0244195509146331
63	0.968109733966123	0.0637805320677546	0.0318902660338773
64	0.961473111573097	0.0770537768538053	0.0385268884269026
65	0.951984415893215	0.0960311682135692	0.0480155841067846
66	0.956684005874656	0.0866319882506881	0.0433159941253440
67	0.96837776473039	0.0632444705392188	0.0316222352696094
68	0.962126152778295	0.0757476944434104	0.0378738472217052
69	0.958033948011067	0.0839321039778654	0.0419660519889327
70	0.949326428745284	0.101347142509433	0.0506735712547163
71	0.942358654106729	0.115282691786542	0.0576413458932711
72	0.941295345185573	0.117409309628854	0.0587046548144269
73	0.932647593980657	0.134704812038685	0.0673524060193426
74	0.927345385296159	0.145309229407683	0.0726546147038413
75	0.994370900621626	0.0112581987567479	0.00562909937837395
76	0.99311913979319	0.0137617204136214	0.00688086020681072
77	0.992226514986008	0.0155469700279836	0.0077734850139918
78	0.989349803742493	0.0213003925150136	0.0106501962575068
79	0.99005365899567	0.0198926820086615	0.00994634100433076
80	0.98647196175414	0.0270560764917207	0.0135280382458604
81	0.985379456317566	0.0292410873648676	0.0146205436824338
82	0.981978251416798	0.0360434971664047	0.0180217485832024
83	0.97671566161686	0.0465686767662817	0.0232843383831408
84	0.971861462511263	0.0562770749774737	0.0281385374887368
85	0.965241292672562	0.0695174146548753	0.0347587073274376
86	0.960143514108308	0.0797129717833837	0.0398564858916919
87	0.951092166773996	0.0978156664520071	0.0489078332260036
88	0.941906118830384	0.116187762339231	0.0580938811696157
89	0.946468722912434	0.107062554175133	0.0535312770875663
90	0.945030281027256	0.109939437945488	0.0549697189727441
91	0.936100217631118	0.127799564737764	0.0638997823688821
92	0.921139243016987	0.157721513966025	0.0788607569830127
93	0.901711143034457	0.196577713931086	0.098288856965543
94	0.898789238214546	0.202421523570907	0.101210761785454
95	0.889903218629698	0.220193562740603	0.110096781370302
96	0.913571243349707	0.172857513300585	0.0864287566502927
97	0.891991014633025	0.216017970733949	0.108008985366975
98	0.877090919023563	0.245818161952875	0.122909080976437
99	0.849418410500686	0.301163178998628	0.150581589499314
100	0.833507664993427	0.332984670013147	0.166492335006573
101	0.827393769014873	0.345212461970254	0.172606230985127
102	0.806712144042974	0.386575711914052	0.193287855957026
103	0.786222570080427	0.427554859839147	0.213777429919573
104	0.746018568320931	0.507962863358137	0.253981431679069
105	0.809901930206025	0.380196139587951	0.190098069793975
106	0.772626404342078	0.454747191315845	0.227373595657922
107	0.73023493750314	0.53953012499372	0.26976506249686
108	0.769855967471541	0.460288065056918	0.230144032528459
109	0.74026776587287	0.51946446825426	0.25973223412713
110	0.710104917213827	0.579790165572347	0.289895082786173
111	0.672416831410564	0.655166337178873	0.327583168589436
112	0.640365872790853	0.719268254418295	0.359634127209147
113	0.643013739091105	0.71397252181779	0.356986260908895
114	0.63116056232319	0.73767887535362	0.36883943767681
115	0.760552706138483	0.478894587723034	0.239447293861517
116	0.758171394481162	0.483657211037676	0.241828605518838
117	0.741447981202704	0.517104037594592	0.258552018797296
118	0.714992891228186	0.570014217543627	0.285007108771814
119	0.671450400572188	0.657099198855624	0.328549599427812
120	0.688660534723914	0.622678930552172	0.311339465276086
121	0.705548989660785	0.588902020678431	0.294451010339215
122	0.699717149274181	0.600565701451637	0.300282850725819
123	0.747848313293219	0.504303373413563	0.252151686706781
124	0.707024870258699	0.585950259482603	0.292975129741301
125	0.657743938587118	0.684512122825765	0.342256061412882
126	0.702263669603366	0.595472660793268	0.297736330396634
127	0.763137543427554	0.473724913144891	0.236862456572446
128	0.713686035564906	0.572627928870189	0.286313964435094
129	0.688263275132206	0.623473449735588	0.311736724867794
130	0.627096877501266	0.745806244997467	0.372903122498734
131	0.739960108354014	0.520079783291971	0.260039891645986
132	0.758222160253096	0.483555679493809	0.241777839746904
133	0.691018129598634	0.617963740802732	0.308981870401366
134	0.640394644850922	0.719210710298155	0.359605355149078
135	0.561564150687768	0.876871698624463	0.438435849312232
136	0.642626347829949	0.714747304340101	0.357373652170051
137	0.602296861904399	0.795406276191203	0.397703138095601
138	0.511544505103714	0.976910989792572	0.488455494896286
139	0.730111574364794	0.539776851270413	0.269888425635206
140	0.63388580076043	0.732228398479139	0.366114199239570
141	0.599297370530086	0.801405258939828	0.400702629469914
142	0.473918607466531	0.947837214933063	0.526081392533469
143	0.335323407284504	0.670646814569008	0.664676592715496
144	0.352786363008558	0.705572726017116	0.647213636991442

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	12	0.0888888888888889	NOK
10% type I error level	23	0.170370370370370	NOK