Multiple Linear Regression - Estimated Regression Equation

Anxiety[t] = + 62.6264784679251 -4.54909193536482Gender[t] -0.361672579691563Mistakes[t] + 0.169699251103092Doubts[t] + 0.788331768369544Expectations[t] -1.10287823451153Critism[t] + 0.108738082842006Pstandards[t] -0.232322040117943Organization[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)	62.6264784679251	9.241389	6.7767	0	0
Gender	-4.54909193536482	2.197821	-2.0698	0.040256	0.020128
Mistakes	-0.361672579691563	0.241604	-1.497	0.136591	0.068295
Doubts	0.169699251103092	0.441371	0.3845	0.701188	0.350594
Expectations	0.788331768369544	0.402988	1.9562	0.052375	0.026187
Critism	-1.10287823451153	0.505322	-2.1825	0.030692	0.015346
Pstandards	0.108738082842006	0.309861	0.3509	0.726157	0.363079
Organization	-0.232322040117943	0.316958	-0.733	0.464766	0.232383

Multiple Linear Regression - Regression Statistics
Multiple R	0.275657312550536
R-squared	0.0759869539625837
Adjusted R-squared	0.0310696531135426
F-TEST (value)	1.69170792826493
F-TEST (DF numerator)	7
F-TEST (DF denominator)	144
p-value	0.115413556168906
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	13.2170763953282
Sum Squared Residuals	25155.5196153517

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	69	56.8683928424479	12.1316071575521
2	53	54.7216584253503	-1.72165842535032
3	43	45.8960440590103	-2.89604405901034
4	60	49.4645883889766	10.5354116110234
5	49	50.010837219128	-1.01083721912801
6	62	50.4370702770509	11.5629297229491
7	45	58.187779561103	-13.1877795611030
8	50	49.0090327054268	0.990967294573178
9	75	50.133668834181	24.8663311658190
10	82	49.3502507217298	32.6497492782702
11	60	53.6127760691744	6.38722393082557
12	59	48.3195189549568	10.6804810450432
13	21	43.7794857184743	-22.7794857184743
14	62	54.9798538529239	7.0201461470761
15	54	53.9931635522725	0.0068364477275441
16	47	51.6015942880781	-4.60159428807813
17	59	49.3222030026525	9.6777969973475
18	37	49.3353396789258	-12.3353396789258
19	43	56.0004969349573	-13.0004969349573
20	48	49.5361263025878	-1.53612630258779
21	79	49.5216973886021	29.4783026113979
22	62	50.0952332628143	11.9047667371857
23	16	48.9833896728386	-32.9833896728386
24	38	55.6047487688857	-17.6047487688857
25	58	51.757504198065	6.242495801935
26	60	57.7384851430633	2.26151485693674
27	67	53.3713510436979	13.6286489563021
28	55	56.6872282018478	-1.68722820184783
29	47	46.2574080181973	0.742591981802725
30	59	53.9379558047557	5.06204419524429
31	49	49.047831869063	-0.0478318690630597
32	47	54.9883914145986	-7.9883914145986
33	57	47.1881054241825	9.81189457581754
34	39	52.3935722599311	-13.3935722599311
35	49	49.3865795702379	-0.386579570237898
36	26	48.242273545951	-22.2422735459511
37	53	51.7580443533549	1.24195564664509
38	75	58.4488543421305	16.5511456578695
39	65	47.2978747252156	17.7021252747844
40	49	58.2604872816027	-9.26048728160273
41	48	55.1708860474325	-7.17088604743246
42	45	49.5338936146891	-4.53389361468915
43	31	54.1582353299209	-23.1582353299209
44	61	54.7716711179834	6.22832888201662
45	49	54.1361204192779	-5.1361204192779
46	69	49.0850024885426	19.9149975114574
47	54	52.9149325985926	1.08506740140735
48	80	53.7617045525349	26.2382954474651
49	57	56.7644452206825	0.235554779317547
50	34	52.3490862820169	-18.3490862820169
51	69	57.1420760357219	11.8579239642781
52	44	48.7252614958083	-4.72526149580835
53	70	52.6607505984853	17.3392494015147
54	51	55.8650122801255	-4.86501228012553
55	66	51.5512570058816	14.4487429941184
56	18	46.9244344438527	-28.9244344438527
57	74	49.7394531084645	24.2605468915355
58	59	54.6995302279488	4.30046977205118
59	48	55.9314419418487	-7.93144194184865
60	55	49.8045672759454	5.1954327240546
61	44	50.5696397410586	-6.56963974105858
62	56	51.986479526336	4.01352047366403
63	65	55.3351280673687	9.66487193263131
64	77	52.6150190165715	24.3849809834285
65	46	45.3857436450983	0.61425635490167
66	70	54.3410779681867	15.6589220318133
67	39	54.5524444273522	-15.5524444273522
68	55	59.3390187494025	-4.33901874940246
69	44	53.0384156384161	-9.03841563841607
70	45	56.4683324091105	-11.4683324091105
71	45	52.8442834771808	-7.84428347718081
72	49	58.2605569672452	-9.26055696724524
73	65	48.1551418995639	16.8448581004361
74	45	50.9692730454757	-5.9692730454757
75	71	49.3155468247754	21.6844531752246
76	48	50.9040230802883	-2.90402308028825
77	41	46.3865725417958	-5.38657254179578
78	40	54.4234088893673	-14.4234088893673
79	64	52.9991764651861	11.0008235348139
80	56	53.6776831573423	2.32231684265774
81	52	55.1672318876934	-3.16723188769337
82	41	47.1669139630747	-6.16691396307471
83	42	52.7597642203348	-10.7597642203348
84	54	58.1303769171605	-4.13037691716054
85	40	47.8255198689898	-7.8255198689898
86	40	49.4696513449374	-9.46965134493737
87	51	55.4680335780203	-4.46803357802025
88	48	55.6558883643725	-7.65588836437252
89	80	62.4793001427889	17.5206998572111
90	38	57.3483504592595	-19.3483504592595
91	57	57.0216305591598	-0.0216305591597555
92	28	44.8882630066128	-16.8882630066128
93	51	53.8701651397952	-2.87016513979517
94	46	51.490009762044	-5.49000976204398
95	58	53.3339480184928	4.66605198150716
96	67	50.9287780045707	16.0712219954293
97	72	48.5906673900651	23.4093326099349
98	26	48.6181524816782	-22.6181524816782
99	54	53.8390817363771	0.160918263622943
100	53	53.3967192630048	-0.396719263004798
101	64	46.8995871145523	17.1004128854477
102	47	48.5957112245472	-1.59571122454718
103	43	54.7710864290161	-11.7710864290161
104	66	47.4292694491622	18.5707305508378
105	54	50.1728990825374	3.82710091746262
106	62	56.7738835878157	5.22611641218431
107	52	50.8934831444521	1.10651685554786
108	64	53.0741070795385	10.9258929204615
109	55	49.7186490580538	5.28135094194622
110	57	54.9531190994082	2.04688090059182
111	74	54.035664947457	19.9643350525430
112	32	49.0143670547102	-17.0143670547102
113	38	52.9323366417668	-14.9323366417668
114	66	52.1031182054533	13.8968817945467
115	37	55.5088808818292	-18.5088808818292
116	26	49.5283945733107	-23.5283945733107
117	64	51.3482231288045	12.6517768711955
118	28	47.3893198940499	-19.3893198940499
119	66	60.5866201128332	5.41337988716681
120	65	54.2982054513544	10.7017945486456
121	48	48.4936803092093	-0.493680309209308
122	44	54.7518905242933	-10.7518905242933
123	64	56.7921441833638	7.2078558166362
124	39	48.72029818031	-9.72029818031
125	50	53.3495799354858	-3.34957993548582
126	66	51.6122181741426	14.3877818258574
127	48	52.0982219457131	-4.09822194571310
128	70	55.4479711117546	14.5520288882454
129	66	58.7784256393873	7.22157436061267
130	61	49.7056967811452	11.2943032188548
131	31	48.732352955723	-17.7323529557230
132	61	54.6760347657122	6.32396523428777
133	54	45.0684743181211	8.93152568187891
134	34	45.2149963154671	-11.2149963154671
135	62	49.8284566108289	12.1715433891711
136	47	53.841147467513	-6.84114746751297
137	52	48.1021138553018	3.89788614469821
138	37	59.8945094173258	-22.8945094173258
139	46	46.8097998676881	-0.809799867688128
140	38	53.0809431521072	-15.0809431521072
141	63	51.757504198065	11.242495801935
142	34	54.9949948139028	-20.9949948139028
143	46	47.225674051785	-1.22567405178502
144	40	46.3566514362257	-6.35665143622572
145	30	47.8255198689898	-17.8255198689898
146	35	48.2784881954771	-13.2784881954771
147	51	48.4936803092093	2.50631969079069
148	56	55.089911859418	0.910088140582046
149	68	52.9455708120432	15.0544291879568
150	39	51.4191899341407	-12.4191899341407
151	44	53.9356715056027	-9.93567150560273
152	58	51.4191899341407	6.58081006585932

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.906584485556144	0.186831028887712	0.0934155144438562
12	0.833002869091047	0.333994261817906	0.166997130908953
13	0.954564785331215	0.0908704293375694	0.0454352146687847
14	0.920552515093133	0.158894969813733	0.0794474849068666
15	0.876230730015829	0.247538539968343	0.123769269984171
16	0.871639559504647	0.256720880990706	0.128360440495353
17	0.817158875581931	0.365682248836138	0.182841124418069
18	0.836383348190564	0.327233303618872	0.163616651809436
19	0.872476752495675	0.255046495008650	0.127523247504325
20	0.861312475865695	0.277375048268610	0.138687524134305
21	0.919959732552526	0.160080534894948	0.0800402674474739
22	0.908510319228728	0.182979361542543	0.0914896807712715
23	0.964971575311987	0.0700568493760255	0.0350284246880127
24	0.9817162190004	0.0365675619991991	0.0182837809995995
25	0.972966234121493	0.0540675317570141	0.0270337658785071
26	0.963585597822903	0.0728288043541937	0.0364144021770969
27	0.95586706852882	0.08826586294236	0.04413293147118
28	0.940742266020964	0.118515467958071	0.0592577339790355
29	0.919193971075365	0.161612057849271	0.0808060289246353
30	0.893771031724157	0.212457936551686	0.106228968275843
31	0.86872591453739	0.262548170925221	0.131274085462610
32	0.861393315372932	0.277213369254136	0.138606684627068
33	0.833079594073844	0.333840811852313	0.166920405926156
34	0.846211097833152	0.307577804333697	0.153788902166848
35	0.811287820625366	0.377424358749268	0.188712179374634
36	0.87594144853743	0.248117102925139	0.124058551462569
37	0.843594243949253	0.312811512101495	0.156405756050747
38	0.844940654072231	0.310118691855539	0.155059345927769
39	0.866330347766281	0.267339304467438	0.133669652233719
40	0.844673120788621	0.310653758422757	0.155326879211379
41	0.822835101175625	0.354329797648750	0.177164898824375
42	0.793173158849349	0.413653682301303	0.206826841150651
43	0.854539401894449	0.290921196211102	0.145460598105551
44	0.826565701582842	0.346868596834316	0.173434298417158
45	0.796041793246357	0.407916413507286	0.203958206753643
46	0.819301134237778	0.361397731524445	0.180698865762222
47	0.782088522130919	0.435822955738163	0.217911477869082
48	0.871100441400848	0.257799117198305	0.128899558599153
49	0.84227745049085	0.315445099018301	0.157722549509150
50	0.857104875460693	0.285790249078613	0.142895124539307
51	0.843497596819683	0.313004806360633	0.156502403180317
52	0.834757830732526	0.330484338534948	0.165242169267474
53	0.84556454715253	0.308870905694940	0.154435452847470
54	0.821556501419026	0.356886997161948	0.178443498580974
55	0.818493012806894	0.363013974386213	0.181506987193106
56	0.929814941449645	0.14037011710071	0.070185058550355
57	0.9582857949304	0.083428410139199	0.0417142050695995
58	0.94705619827365	0.105887603452700	0.0529438017263501
59	0.936788713938335	0.126422572123329	0.0632112860616647
60	0.921930907635948	0.156138184728104	0.078069092364052
61	0.915252301658444	0.169495396683112	0.0847476983415558
62	0.897124425485178	0.205751149029643	0.102875574514822
63	0.885162536384724	0.229674927230551	0.114837463615276
64	0.933152355886663	0.133695288226673	0.0668476441133366
65	0.916158732830082	0.167682534339837	0.0838412671699184
66	0.922610086779135	0.154779826441731	0.0773899132208654
67	0.931037394180722	0.137925211638556	0.068962605819278
68	0.915235794094206	0.169528411811588	0.0847642059057941
69	0.90825192263048	0.183496154739042	0.0917480773695209
70	0.902653156518795	0.194693686962410	0.0973468434812049
71	0.889998154381407	0.220003691237187	0.110001845618593
72	0.877055964754627	0.245888070490746	0.122944035245373
73	0.889452689004102	0.221094621991795	0.110547310995898
74	0.870351284316133	0.259297431367734	0.129648715683867
75	0.925390698773926	0.149218602452148	0.074609301226074
76	0.907911386593024	0.184177226813952	0.092088613406976
77	0.890234683739222	0.219530632521555	0.109765316260778
78	0.890770665148064	0.218458669703872	0.109229334851936
79	0.894486270453313	0.211027459093375	0.105513729546687
80	0.872792054919125	0.254415890161749	0.127207945080875
81	0.846977906148545	0.306044187702909	0.153022093851455
82	0.822498741111484	0.355002517777032	0.177501258888516
83	0.813062526441153	0.373874947117695	0.186937473558847
84	0.781496166540126	0.437007666919748	0.218503833459874
85	0.756607161452642	0.486785677094716	0.243392838547358
86	0.739585031262244	0.520829937475512	0.260414968737756
87	0.710158958982883	0.579682082034235	0.289841041017118
88	0.697988563997013	0.604022872005973	0.302011436002987
89	0.720218728150562	0.559562543698877	0.279781271849438
90	0.768871064910916	0.462257870178168	0.231128935089084
91	0.729709910347238	0.540580179305524	0.270290089652762
92	0.745187763786466	0.509624472427067	0.254812236213534
93	0.707404894536794	0.585190210926412	0.292595105463206
94	0.682383938552382	0.635232122895235	0.317616061447618
95	0.641416239601728	0.717167520796545	0.358583760398272
96	0.642818837476366	0.714362325047268	0.357181162523634
97	0.72387463771385	0.552250724572301	0.276125362286150
98	0.806853773836289	0.386292452327423	0.193146226163711
99	0.769056951236136	0.461886097527728	0.230943048763864
100	0.727141385484142	0.545717229031716	0.272858614515858
101	0.78320809067866	0.433583818642679	0.216791909321339
102	0.74493380713415	0.510132385731700	0.255066192865850
103	0.754970621104038	0.490058757791924	0.245029378895962
104	0.79288356975466	0.414232860490679	0.207116430245340
105	0.760751842897627	0.478496314204746	0.239248157102373
106	0.725621531898977	0.548756936202045	0.274378468101023
107	0.677883707975714	0.644232584048571	0.322116292024286
108	0.648865642158395	0.70226871568321	0.351134357841605
109	0.612620407214158	0.774759185571683	0.387379592785842
110	0.559973828521081	0.880052342957838	0.440026171478919
111	0.616603479389773	0.766793041220454	0.383396520610227
112	0.643794887666487	0.712410224667026	0.356205112333513
113	0.630787277707196	0.738425444585608	0.369212722292804
114	0.612704538229719	0.774590923540562	0.387295461770281
115	0.628306385397956	0.743387229204088	0.371693614602044
116	0.761440647838667	0.477118704322666	0.238559352161333
117	0.75373712232401	0.49252575535198	0.24626287767599
118	0.828733206132194	0.342533587735612	0.171266793867806
119	0.789261644650962	0.421476710698076	0.210738355349038
120	0.763185336537162	0.473629326925676	0.236814663462838
121	0.710910352882027	0.578179294235946	0.289089647117973
122	0.68031051712088	0.63937896575824	0.31968948287912
123	0.644910476146118	0.710179047707764	0.355089523853882
124	0.636921494127129	0.726157011745742	0.363078505872871
125	0.569473087452575	0.86105382509485	0.430526912547425
126	0.56146731217799	0.87706537564402	0.43853268782201
127	0.48901222505462	0.97802445010924	0.51098777494538
128	0.542883326123664	0.914233347752672	0.457116673876336
129	0.518786319500513	0.962427360998973	0.481213680499487
130	0.595509196014590	0.808981607970821	0.404490803985410
131	0.648863022723051	0.702273954553898	0.351136977276949
132	0.692869486517902	0.614261026964196	0.307130513482098
133	0.615610593001964	0.768778813996072	0.384389406998036
134	0.726754801249319	0.546490397501362	0.273245198750681
135	0.746652578004773	0.506694843990454	0.253347421995227
136	0.787080596528094	0.425838806943812	0.212919403471906
137	0.71429755902708	0.571404881945838	0.285702440972919
138	0.622387633767318	0.755224732465364	0.377612366232682
139	0.490831376076063	0.981662752152127	0.509168623923937
140	0.476367700116324	0.952735400232648	0.523632299883676
141	0.471436632886288	0.942873265772576	0.528563367113712

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	1	0.00763358778625954	OK
10% type I error level	7	0.0534351145038168	OK