Multiple Linear Regression - Estimated Regression Equation

Anxiety[t] = + 58.3998859288407 -0.359270126672522Concern[t] + 0.262562939642511Doubts[t] + 0.882346066972115Pexpectations[t] -1.23270117276060Pcriticism[t] + 0.0505647857106037Standards[t] -0.167665890991060Organization[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)	58.3998859288407	9.185523	6.3578	0	0
Concern	-0.359270126672522	0.242166	-1.4836	0.140108	0.070054
Doubts	0.262562939642511	0.444627	0.5905	0.555765	0.277882
Pexpectations	0.882346066972115	0.410304	2.1505	0.033187	0.016594
Pcriticism	-1.23270117276060	0.512813	-2.4038	0.017498	0.008749
Standards	0.0505647857106037	0.310606	0.1628	0.870909	0.435454
Organization	-0.167665890991060	0.317686	-0.5278	0.59847	0.299235

Multiple Linear Regression - Regression Statistics
Multiple R	0.243095200709022
R-squared	0.0590952766077596
Adjusted R-squared	0.0198909131330829
F-TEST (value)	1.50736477703384
F-TEST (DF numerator)	6
F-TEST (DF denominator)	144
p-value	0.17973315446958
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	13.2487068800742
Sum Squared Residuals	25276.0656951542

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	69	54.3333854281444	14.6666145718556
2	53	56.6566720791707	-3.65667207917067
3	43	46.9857566349114	-3.98575663491143
4	60	46.9540950946205	13.0459049053795
5	49	51.2101152421977	-2.21011524219767
6	62	51.4541427714986	10.5458572285014
7	45	60.1141710608863	-15.1141710608863
8	50	50.635821331768	-0.63582133176802
9	75	51.5253481315628	23.4746518684372
10	82	51.5486872336563	30.4513127663437
11	60	51.0668996370154	8.93310036298456
12	59	49.3278564350063	9.67214356499369
13	21	45.2209183985484	-24.2209183985484
14	62	56.3312414662457	5.6687585337543
15	54	52.0239562950907	1.97604370490928
16	47	53.2394754797964	-6.23947547979641
17	59	50.8837547086767	8.11624529132335
18	37	45.1267338027659	-8.12673380276593
19	43	54.1402405953095	-11.1402405953095
20	48	52.06159931917	-4.06159931916995
21	79	46.028942334786	32.971057665214
22	62	47.0688532823266	14.9311467176734
23	16	51.4968585869687	-35.4968585869687
24	38	52.8782765931134	-14.8782765931134
25	58	53.2175641889696	4.78243581103044
26	60	54.3421711572765	5.65782884272353
27	67	50.5312175860085	16.4687824139915
28	55	52.4980369976799	2.50196300232014
29	47	48.0471716399238	-1.04717163992383
30	59	50.9791578367782	8.02084216322176
31	49	50.4545713793986	-1.45457137939855
32	47	52.0605126432358	-5.06051264323576
33	57	48.5003733182886	8.49962668171144
34	39	49.879804001012	-10.8798040010119
35	49	51.1500456477889	-2.15004564778891
36	26	49.8528868325116	-23.8528868325116
37	53	49.0499743648828	3.95002563511721
38	75	56.3976087723516	18.6023912276484
39	65	48.741029223314	16.258970776686
40	49	60.1138867473164	-11.1138867473164
41	48	52.1381959248921	-4.13819592489212
42	45	46.0273979230087	-1.0273979230087
43	31	51.8023825193945	-20.8023825193945
44	61	56.3040687478239	4.69593125217614
45	49	55.9857618591032	-6.98576185910325
46	69	50.2603330151331	18.7396669848669
47	54	50.1882356466698	3.81176435333024
48	80	51.1601071652987	28.8398928347013
49	57	53.3899749707722	3.61002502922785
50	34	49.6931818994059	-15.6931818994059
51	69	53.6514512085572	15.3485487914428
52	44	49.7296990521499	-5.72969905214989
53	70	49.7227166059001	20.2772833940999
54	51	53.029226641001	-2.02922664100097
55	66	53.2852470051652	12.7147529948348
56	18	47.8241912392161	-29.8241912392161
57	74	51.8444530844945	22.1555469155055
58	59	56.77440574358	2.22559425642002
59	48	53.4865523397392	-5.48655233973921
60	55	50.9043067414718	4.09569325852823
61	44	46.9601349290329	-2.96013492903292
62	56	49.1843849576482	6.81561504235184
63	65	52.4549762409838	12.5450237590162
64	77	49.9870393180124	27.0129606819876
65	46	47.1870874119503	-1.18708741195033
66	70	51.1711100632884	18.8288899367116
67	39	56.7761102910232	-17.7761102910232
68	55	56.9426904827073	-1.94269048270728
69	44	49.8288553505976	-5.82885535059765
70	45	53.5899831019140	-8.58998310191404
71	45	54.7447079724858	-9.74470797248582
72	49	55.6875872054548	-6.68758720545485
73	65	50.0250623921715	14.9749376078284
74	45	47.7042360489941	-2.70423604899415
75	48	52.8254350985071	-4.82543509850708
76	41	47.8504964310968	-6.85049643109675
77	40	51.3124880493052	-11.3124880493052
78	64	54.7083252075465	9.2916747924535
79	56	50.8011147773533	5.19888522264669
80	52	52.5197347620798	-0.519734762079786
81	41	49.5922666441831	-8.59226664418313
82	42	55.2642270326336	-13.2642270326336
83	54	55.3113774646975	-1.31137746469753
84	40	47.8509513548666	-7.85095135486657
85	40	51.019345454055	-11.0193454540550
86	51	52.3396784185856	-1.33967841858559
87	48	57.9266650315225	-9.92666503152247
88	80	60.017195589912	19.982804410088
89	38	54.8922899979350	-16.8922899979350
90	57	54.0319565565153	2.96804344348475
91	28	46.2956567755890	-18.2956567755890
92	51	55.4804675910415	-4.48046759104147
93	46	53.9868305790284	-7.98683057902839
94	58	55.4181252892165	2.58187471078350
95	67	52.3456505154579	14.6543494845421
96	72	50.6227939792013	21.3772060207987
97	26	50.360933596059	-24.360933596059
98	54	55.7898215207578	-1.78982152075781
99	53	50.8833069798584	2.11669302014162
100	64	48.358852228782	15.6411477712180
101	47	49.3607677858263	-2.36076778582625
102	43	56.7196639723006	-13.7196639723006
103	66	48.8709766814946	17.1290233185054
104	54	51.6096187563907	2.39038124360933
105	62	59.5259800115174	2.47401998848256
106	52	52.3149173409705	-0.314917340970525
107	64	55.001338010657	8.99866198934296
108	55	51.8329268201483	3.16707317985171
109	57	52.2412163182036	4.75878368179641
110	74	56.14570073987	17.8542992601300
111	32	50.2802577635798	-18.2802577635798
112	38	54.9809277821275	-16.9809277821275
113	66	53.5847188622457	12.4152811377543
114	37	52.3629910596434	-15.3629910596434
115	26	50.9245186575052	-24.9245186575052
116	64	53.1830421917704	10.8169578082296
117	28	49.5499682906021	-21.5499682906021
118	66	58.079530367138	7.92046963286203
119	65	56.0924374264196	8.90756257358043
120	48	49.2899549814081	-1.28995498140812
121	44	56.3944881870575	-12.3944881870575
122	64	54.3206508413799	9.67934915862008
123	39	51.1415687140846	-12.1415687140846
124	50	54.4623814138904	-4.46238141389043
125	66	53.4972451590971	12.5027548409029
126	48	49.1316650836027	-1.13166508360275
127	70	52.8869393596788	17.1130606403212
128	66	56.4464944950274	9.55350550497262
129	61	51.0434240482184	9.95657595178162
130	31	50.5058076389855	-19.5058076389855
131	61	52.323338268607	8.67666173139299
132	54	46.6521336565823	7.3478663434177
133	34	47.3403340549265	-13.3403340549265
134	62	46.6857937254558	15.3142062745442
135	47	56.2193487974417	-9.21934879744167
136	52	49.4584458651551	2.54155413484487
137	37	56.7643877364826	-19.7643877364826
138	46	48.7562220956256	-2.75622209562558
139	38	49.4904902675992	-11.4904902675992
140	63	53.2175641889696	9.78243581103044
141	34	52.35294682904	-18.3529468290400
142	46	48.8915391456998	-2.89153914569980
143	40	47.0697358359429	-7.06973583594288
144	30	47.8509513548666	-17.8509513548666
145	35	49.74089719584	-14.74089719584
146	51	49.2899549814081	1.71004501859188
147	56	57.0969395421922	-1.09693954219220
148	68	54.8162279809236	13.1837720190764
149	39	52.8344638819052	-13.8344638819052
150	44	51.1500456477889	-7.15004564778891
151	58	52.8344638819052	5.16553611809477

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.911146501905794	0.177706996188412	0.0888534980942058
11	0.83720655469473	0.325586890610540	0.162793445305270
12	0.749575071920995	0.500849856158011	0.250424928079005
13	0.942444672159739	0.115110655680522	0.0575553278402612
14	0.906814221884336	0.186371556231327	0.0931857781156637
15	0.862292453595272	0.275415092809455	0.137707546404728
16	0.870623175136293	0.258753649727414	0.129376824863707
17	0.822365539632849	0.355268920734302	0.177634460367151
18	0.77767950024534	0.444640999509321	0.222320499754660
19	0.821627798213232	0.356744403573537	0.178372201786768
20	0.813289437750062	0.373421124499876	0.186710562249938
21	0.90156970767888	0.196860584642241	0.0984302923211203
22	0.898898444800412	0.202203110399177	0.101101555199588
23	0.97565396992041	0.0486920601591811	0.0243460300795905
24	0.982611083419082	0.0347778331618359	0.0173889165809179
25	0.974332978065764	0.0513340438684727	0.0256670219342364
26	0.96383579272279	0.072328414554419	0.0361642072772095
27	0.965269779588375	0.0694604408232501	0.0347302204116251
28	0.951567706093554	0.096864587812892	0.048432293906446
29	0.934409138082439	0.131181723835123	0.0655908619175613
30	0.914566783823743	0.170866432352515	0.0854332161762574
31	0.897997795282129	0.204004409435743	0.102002204717871
32	0.87668236125301	0.246635277493981	0.123317638746990
33	0.849768372821794	0.300463254356413	0.150231627178206
34	0.857321271506089	0.285357456987822	0.142678728493911
35	0.827057370457543	0.345885259084914	0.172942629542457
36	0.890613457919886	0.218773084160228	0.109386542080114
37	0.862338312675116	0.275323374649768	0.137661687324884
38	0.881493232411485	0.237013535177029	0.118506767588515
39	0.886373377760856	0.227253244478289	0.113626622239144
40	0.870379367894077	0.259241264211847	0.129620632105923
41	0.846213671235132	0.307572657529736	0.153786328764868
42	0.815884730893107	0.368230538213786	0.184115269106893
43	0.85808278706089	0.28383442587822	0.14191721293911
44	0.829185502363844	0.341628995272312	0.170814497636156
45	0.802530096144802	0.394939807710395	0.197469903855198
46	0.821080295928896	0.357839408142207	0.178919704071104
47	0.785734162788818	0.428531674422365	0.214265837211182
48	0.89193740325402	0.21612519349196	0.10806259674598
49	0.866903456836555	0.266193086326889	0.133096543163445
50	0.87040261401892	0.259194771962158	0.129597385981079
51	0.866885253805213	0.266229492389574	0.133114746194787
52	0.865915104516875	0.268169790966249	0.134084895483125
53	0.88784432885794	0.224311342284119	0.112155671142060
54	0.864620049749279	0.270759900501442	0.135379950250721
55	0.857385849113662	0.285228301772675	0.142614150886338
56	0.954459048183343	0.0910819036333147	0.0455409518166574
57	0.970826267966408	0.058347464067183	0.0291737320335915
58	0.962153211719614	0.0756935765607712	0.0378467882803856
59	0.952685926385016	0.094628147229967	0.0473140736149835
60	0.940241852067872	0.119516295864255	0.0597581479321277
61	0.935875156376224	0.128249687247551	0.0641248436237756
62	0.924197158759804	0.151605682480392	0.0758028412401958
63	0.920723480041835	0.158553039916331	0.0792765199581653
64	0.96509051822945	0.0698189635411015	0.0349094817705508
65	0.955467135783528	0.0890657284329438	0.0445328642164719
66	0.96575528021861	0.0684894395627802	0.0342447197813901
67	0.973305077248333	0.053389845503334	0.026694922751667
68	0.965252274232808	0.0694954515343848	0.0347477257671924
69	0.95872413263182	0.0825517347363592	0.0412758673681796
70	0.952317242432603	0.0953655151347941	0.0476827575673971
71	0.947587208512252	0.104825582975496	0.0524127914877478
72	0.938051869695295	0.123896260609411	0.0619481303047053
73	0.943032078809006	0.113935842381988	0.0569679211909942
74	0.930994396854809	0.138011206290383	0.0690056031451913
75	0.91557550147013	0.168848997059739	0.0844244985298694
76	0.900077742189484	0.199844515621032	0.0999222578105162
77	0.895159977999986	0.209680044000027	0.104840022000014
78	0.897277457835477	0.205445084329045	0.102722542164523
79	0.878384279892682	0.243231440214636	0.121615720107318
80	0.852547252156552	0.294905495686895	0.147452747843448
81	0.83327088158632	0.33345823682736	0.16672911841368
82	0.831217865416703	0.337564269166593	0.168782134583297
83	0.799503118164238	0.400993763671523	0.200496881835762
84	0.775849623460614	0.448300753078773	0.224150376539386
85	0.764068805342419	0.471862389315162	0.235931194657581
86	0.734633940367607	0.530732119264785	0.265366059632393
87	0.727582201836136	0.544835596327727	0.272417798163864
88	0.758201827239592	0.483596345520815	0.241798172760408
89	0.795660887061815	0.40867822587637	0.204339112938185
90	0.760043668350047	0.479912663299905	0.239956331649953
91	0.781591487478468	0.436817025043064	0.218408512521532
92	0.748724564231269	0.502550871537463	0.251275435768731
93	0.729449766880204	0.541100466239593	0.270550233119796
94	0.688874845222971	0.622250309554058	0.311125154777029
95	0.684936221871595	0.63012755625681	0.315063778128405
96	0.750923012541848	0.498153974916303	0.249076987458151
97	0.837291488301237	0.325417023397527	0.162708511698763
98	0.804124509224816	0.391750981550368	0.195875490775184
99	0.766572076872158	0.466855846255684	0.233427923127842
100	0.81373069259526	0.372538614809479	0.186269307404739
101	0.779456746124135	0.441086507751729	0.220543253875865
102	0.793941922241918	0.412116155516164	0.206058077758082
103	0.824243111368934	0.351513777262131	0.175756888631066
104	0.794258482465436	0.411483035069128	0.205741517534564
105	0.760700937164353	0.478598125671294	0.239299062835647
106	0.716435953357829	0.567128093284343	0.283564046642171
107	0.685223770775814	0.629552458448372	0.314776229224186
108	0.648575210229906	0.702849579540188	0.351424789770094
109	0.600613382319744	0.798773235360512	0.399386617680256
110	0.64589561002356	0.70820877995288	0.35410438997644
111	0.680343188903277	0.639313622193445	0.319656811096723
112	0.67577452151177	0.64845095697646	0.32422547848823
113	0.653452750028858	0.693094499942284	0.346547249971142
114	0.651292398808089	0.697415202383823	0.348707601191912
115	0.792270887917716	0.415458224164569	0.207729112082284
116	0.77683250105898	0.44633499788204	0.22316749894102
117	0.858275797411942	0.283448405176115	0.141724202588058
118	0.8267790124036	0.346441975192799	0.173220987596399
119	0.800723959415297	0.398552081169406	0.199276040584703
120	0.753331130466252	0.493337739067496	0.246668869533748
121	0.730987531687666	0.538024936624667	0.269012468312334
122	0.705003315471948	0.589993369056104	0.294996684528052
123	0.701791408285096	0.596417183429808	0.298208591714904
124	0.640277923621333	0.719444152757334	0.359722076378667
125	0.630149828883618	0.739700342232764	0.369850171116382
126	0.559812157809727	0.880375684380545	0.440187842190273
127	0.61765765108344	0.764684697833119	0.382342348916560
128	0.58978058456426	0.820438830871481	0.410219415435740
129	0.674169407854343	0.651661184291314	0.325830592145657
130	0.717810714144086	0.564378571711828	0.282189285855914
131	0.727926085536777	0.544147828926445	0.272073914463223
132	0.652356055438803	0.695287889122394	0.347643944561197
133	0.716300088017466	0.567399823965068	0.283699911982534
134	0.65935993826491	0.68128012347018	0.34064006173509
135	0.605867879586721	0.788264240826558	0.394132120413279
136	0.609379409142875	0.78124118171425	0.390620590857125
137	0.620824655768853	0.758350688462293	0.379175344231147
138	0.51354880710378	0.97290238579244	0.48645119289622
139	0.394802115840547	0.789604231681093	0.605197884159453
140	0.360530027510884	0.721060055021768	0.639469972489116
141	0.41848607076154	0.83697214152308	0.58151392923846

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	2	0.0151515151515152	OK
10% type I error level	17	0.128787878787879	NOK