Multiple Linear Regression - Estimated Regression Equation

Anxiety[t] = + 72.6760102555913 -18.2843507953355Gender[t] -0.0886231903464793Concern[t] -0.397485256901703Concern_G[t] -0.603213979753444Doubts[t] + 1.07713437867055Doubts_G[t] -0.0391215489632878Expectations[t] + 1.21866622210472Expectations_G[t] -0.139015564284004Criticism[t] -1.39668931547673Criticism_G[t] -0.615310967424411Perstandards[t] + 1.19279724420671Perstandards_G[t] + 0.248985111510631Organization[t] -0.877901085869994Organization_G[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)	72.6760102555913	14.773011	4.9195	2e-06	1e-06
Gender	-18.2843507953355	18.840008	-0.9705	0.333492	0.166746
Concern	-0.0886231903464793	0.391181	-0.2266	0.821107	0.410553
Concern_G	-0.397485256901703	0.500598	-0.794	0.428546	0.214273
Doubts	-0.603213979753444	0.724333	-0.8328	0.406405	0.203202
Doubts_G	1.07713437867055	0.919125	1.1719	0.243251	0.121626
Expectations	-0.0391215489632878	0.680796	-0.0575	0.954258	0.477129
Expectations_G	1.21866622210472	0.84632	1.44	0.152144	0.076072
Criticism	-0.139015564284004	0.845179	-0.1645	0.869593	0.434797
Criticism_G	-1.39668931547673	1.054501	-1.3245	0.187526	0.093763
Perstandards	-0.615310967424411	0.521018	-1.181	0.239642	0.119821
Perstandards_G	1.19279724420671	0.651105	1.832	0.069114	0.034557
Organization	0.248985111510631	0.464372	0.5362	0.5927	0.29635
Organization_G	-0.877901085869994	0.6355	-1.3814	0.169378	0.084689

Multiple Linear Regression - Regression Statistics
Multiple R	0.347149841668879
R-squared	0.120513012570728
Adjusted R-squared	0.0376627891172459
F-TEST (value)	1.45458886587545
F-TEST (DF numerator)	13
F-TEST (DF denominator)	138
p-value	0.14242126291324
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	13.1720315014651
Sum Squared Residuals	23943.3331148311

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	69	54.3638184708039	14.6361815291961
2	53	56.756888459036	-3.75688845903594
3	43	42.7631314427054	0.236868557294558
4	60	54.6314157855024	5.36858421449755
5	49	48.7234392504422	0.276560749557806
6	62	50.5215573373586	11.4784426626414
7	45	65.9458584258515	-20.9458584258515
8	50	48.3392865382151	1.66071346178488
9	75	50.6269282264753	24.3730717735247
10	82	50.5594878687203	31.4405121312797
11	60	54.5058642119511	5.49413578804887
12	59	47.984235324007	11.015764675993
13	21	41.4143304679976	-20.4143304679976
14	62	58.3396476003427	3.66035239965732
15	54	52.175528108947	1.82447189105304
16	47	52.4085312959759	-5.40853129597586
17	59	52.5312266872646	6.46877331273542
18	37	48.1699938345437	-11.1699938345437
19	43	50.2548639454205	-7.25486394542053
20	48	47.3389951232111	0.661004876788916
21	79	52.7829847417606	26.2170152582394
22	62	47.8581274342114	14.1418725657886
23	16	48.9513193593953	-32.9513193593953
24	38	52.3114318939989	-14.3114318939989
25	58	52.448542436178	5.551457563822
26	60	52.3977809909602	7.60221900903984
27	67	57.9110115206468	9.08898847935319
28	55	46.7014365860183	8.29856341398165
29	47	43.3355531005602	3.66444689943983
30	59	55.9464219714914	3.0535780285086
31	49	46.948994854905	2.05100514509504
32	47	57.1243962700847	-10.1243962700847
33	57	46.1833733211462	10.8166266788538
34	39	51.792204054069	-12.792204054069
35	49	47.3457317387206	1.65426826127944
36	26	42.6400335417166	-16.6400335417166
37	53	51.4152831145428	1.58471688545724
38	75	57.4198911602466	17.5801088397534
39	65	46.874705028133	18.125294971867
40	49	59.9868724580845	-10.9868724580845
41	48	49.6619347117771	-1.66193471177712
42	45	49.2481068182347	-4.2481068182347
43	31	55.4207386664032	-24.4207386664032
44	61	57.8539364308592	3.14606356914077
45	49	54.7525815985101	-5.75258159851009
46	69	49.4680779838661	19.5319220161339
47	54	50.1170080782535	3.88299192174652
48	80	59.0828824449033	20.9171175550967
49	57	52.5578303916966	4.4421696083034
50	34	51.6337692068881	-17.6337692068881
51	69	59.3519568036842	9.6480431963158
52	44	48.5058719132579	-4.50587191325787
53	70	57.0977346550605	12.9022653449395
54	51	59.6312421533678	-8.63124215336784
55	66	50.0130019927011	15.9869980072989
56	18	45.3696024007475	-27.3696024007475
57	74	48.9037047927905	25.0962952072095
58	59	55.373893696294	3.62610630370595
59	48	57.467058825437	-9.46705882543698
60	55	52.1915748878096	2.80842511219037
61	44	49.3027241198105	-5.30272411981049
62	56	50.8183255513281	5.18167444867189
63	65	56.7285753247021	8.27142467529785
64	77	55.3186778611088	21.6813221388912
65	46	44.9660624897309	1.03393751026914
66	70	55.4770561053846	14.5229438946154
67	39	54.0082059736741	-15.0082059736741
68	55	56.1357794838725	-1.13577948387251
69	44	59.3705363221604	-15.3705363221604
70	45	59.994862852241	-14.994862852241
71	45	53.8081247876397	-8.80812478763971
72	49	54.7268609575506	-5.72686095755061
73	65	48.1788015862795	16.8211984137205
74	45	50.1788692358464	-5.17886923584638
75	71	54.3201852845208	16.6798147154792
76	48	49.3032560816701	-1.30325608167011
77	41	42.1853056644682	-1.18530566446815
78	40	53.7050932937603	-13.7050932937603
79	64	52.507566700967	11.492433299033
80	56	54.4318807995962	1.56811920040381
81	52	56.801893851142	-4.80189385114196
82	41	46.0016179378135	-5.0016179378135
83	42	52.6101509812274	-10.6101509812274
84	54	61.3719929802723	-7.37199298027229
85	40	47.6858441527095	-7.68584415270948
86	40	49.2862248304236	-9.2862248304236
87	51	56.2286862622773	-5.22868626227735
88	48	60.3782975014772	-12.3782975014772
89	80	54.7633509762218	25.2366490237782
90	38	56.3554706277557	-18.3554706277557
91	57	56.4178544845084	0.582145515491567
92	28	41.4137278579547	-13.4137278579547
93	51	53.1227861404026	-2.12278614040263
94	46	53.7161123103079	-7.71611231030791
95	58	57.3261414433805	0.673858556619482
96	67	51.3196932142173	15.6803067857827
97	72	44.9981539706822	27.0018460293178
98	26	49.1717129113081	-23.1717129113081
99	54	53.1816787688382	0.818321231161827
100	53	57.9551873231052	-4.95518732310525
101	64	49.7722165380226	14.2277834619774
102	47	52.7929689401532	-5.79296894015319
103	43	57.0417970305472	-14.0417970305472
104	66	49.6600438087346	16.3399561912654
105	54	52.3062501181034	1.6937498818966
106	62	58.1121029769897	3.88789702301025
107	52	50.0602522771618	1.93974772283823
108	64	52.6199354856922	11.3800645143078
109	55	52.136149087221	2.86385091277905
110	57	52.8483706237815	4.15162937621852
111	74	55.1368991665201	18.8631008334799
112	32	47.616619486964	-15.616619486964
113	38	54.5538279595515	-16.5538279595515
114	66	54.7906960849073	11.2093039150927
115	37	56.1293465565965	-19.1293465565965
116	26	47.2855996360277	-21.2855996360277
117	64	52.9498859500895	11.0501140499105
118	28	45.4038094436904	-17.4038094436904
119	66	58.6679728782566	7.3320271217434
120	65	54.1547378598272	10.8452621401728
121	48	48.3190725548548	-0.31907255485481
122	44	55.9584786217907	-11.9584786217907
123	64	58.8418847891997	5.15811521080032
124	39	45.5953916958758	-6.59539169587577
125	50	51.4220760158187	-1.42207601581875
126	66	49.9094361148359	16.0905638851641
127	48	52.6106421932279	-4.6106421932279
128	70	55.7424149226492	14.2575850773508
129	66	55.2961290735578	10.7038709264422
130	61	52.4407843589768	8.55921564102318
131	31	48.6628685228663	-17.6628685228663
132	61	52.6162728602939	8.38372713970613
133	54	40.3170119392343	13.6829880607657
134	34	40.77515564456	-6.77515564455995
135	62	60.2394803000263	1.76051969997375
136	47	53.9750292190912	-6.97502921909117
137	52	50.7425227201104	1.25747727988958
138	37	55.2124921360615	-18.2124921360615
139	46	48.2158750040394	-2.21587500403941
140	38	51.7674637360396	-13.7674637360396
141	63	52.448542436178	10.551457563822
142	34	54.21631513015	-20.21631513015
143	46	47.6041337594669	-1.60413375946688
144	40	47.3195699213459	-7.31956992134593
145	30	47.6858441527095	-17.6858441527095
146	35	48.8001238315276	-13.8001238315276
147	51	48.3190725548548	2.68092744514519
148	56	55.0940722754602	0.905927724539765
149	68	50.8080556066677	17.1919443933323
150	39	48.8113551555407	-9.81135515554065
151	44	56.3746342520892	-12.3746342520892
152	58	48.8113551555407	9.18864484445935

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
17	0.993011189927822	0.0139776201443569	0.00698881007217847
18	0.98409250052893	0.0318149989421398	0.0159074994710699
19	0.967611931080054	0.0647761378398914	0.0323880689199457
20	0.946504245355266	0.106991509289469	0.0534957546447343
21	0.924863205718669	0.150273588562663	0.0751367942813315
22	0.947476654604437	0.105046690791126	0.052523345395563
23	0.986785250249528	0.026429499500944	0.013214749750472
24	0.988967568736801	0.0220648625263985	0.0110324312631992
25	0.982004059488908	0.0359918810221842	0.0179959405110921
26	0.978016852696771	0.0439662946064571	0.0219831473032286
27	0.966708522497636	0.0665829550047288	0.0332914775023644
28	0.951227384683958	0.0975452306320846	0.0487726153160423
29	0.930148832090908	0.139702335818183	0.0698511679090917
30	0.903415122008511	0.193169755982978	0.0965848779914889
31	0.875502607226864	0.248994785546271	0.124497392773136
32	0.874062694154808	0.251874611690385	0.125937305845192
33	0.864689551472098	0.270620897055804	0.135310448527902
34	0.899669505928725	0.200660988142549	0.100330494071275
35	0.867545579731752	0.264908840536497	0.132454420268248
36	0.858205122074806	0.283589755850388	0.141794877925194
37	0.819415736489875	0.36116852702025	0.180584263510125
38	0.829587624476929	0.340824751046142	0.170412375523071
39	0.857827692829858	0.284344614340283	0.142172307170142
40	0.837334583935858	0.325330832128284	0.162665416064142
41	0.79853024261408	0.402939514771839	0.20146975738592
42	0.760336248466846	0.479327503066307	0.239663751533154
43	0.858842159920858	0.282315680158284	0.141157840079142
44	0.823436783953887	0.353126432092227	0.176563216046114
45	0.787486694615511	0.425026610768977	0.212513305384488
46	0.801153996295177	0.397692007409647	0.198846003704823
47	0.764631825723023	0.470736348553955	0.235368174276977
48	0.792697992771212	0.414604014457575	0.207302007228788
49	0.752061918576068	0.495876162847864	0.247938081423932
50	0.77248527112654	0.455029457746921	0.22751472887346
51	0.758844211689047	0.482311576621906	0.241155788310953
52	0.761560891487553	0.476878217024893	0.238439108512447
53	0.748002448828933	0.503995102342135	0.251997551171068
54	0.742337441401521	0.515325117196958	0.257662558598479
55	0.76908732312433	0.461825353751339	0.230912676875669
56	0.900287724349881	0.199424551300238	0.0997122756501191
57	0.94041682605917	0.119166347881661	0.0595831739408303
58	0.927133981994822	0.145732036010356	0.0728660180051778
59	0.917407796907363	0.165184406185273	0.0825922030926367
60	0.896201464766388	0.207597070467224	0.103798535233612
61	0.88690292656197	0.226194146876061	0.11309707343803
62	0.8637104296378	0.2725791407244	0.1362895703622
63	0.850149571419251	0.299700857161498	0.149850428580749
64	0.883075543929768	0.233848912140465	0.116924456070232
65	0.85703286696832	0.285934266063361	0.14296713303168
66	0.852728348258079	0.294543303483842	0.147271651741921
67	0.866158814868496	0.267682370263009	0.133841185131504
68	0.836499418234922	0.327001163530157	0.163500581765078
69	0.86090612562603	0.278187748747939	0.13909387437397
70	0.87102847663782	0.257943046724361	0.128971523362181
71	0.857297971842901	0.285404056314198	0.142702028157099
72	0.834013687164294	0.331972625671412	0.165986312835706
73	0.845142940580092	0.309714118839816	0.154857059419908
74	0.818121459554863	0.363757080890275	0.181878540445137
75	0.887986837684921	0.224026324630158	0.112013162315079
76	0.861830566646494	0.276338866707012	0.138169433353506
77	0.831877520760098	0.336244958479804	0.168122479239902
78	0.823379160522374	0.353241678955252	0.176620839477626
79	0.823033893053945	0.353932213892109	0.176966106946054
80	0.79834189351222	0.403316212975561	0.20165810648778
81	0.766543556819353	0.466912886361295	0.233456443180647
82	0.732180899938391	0.535638200123218	0.267819100061609
83	0.717415928423208	0.565168143153583	0.282584071576792
84	0.695750031194612	0.608499937610777	0.304249968805388
85	0.671173177776733	0.657653644446534	0.328826822223267
86	0.650060262549609	0.699879474900782	0.349939737450391
87	0.619386048264347	0.761227903471306	0.380613951735653
88	0.635310378066292	0.729379243867416	0.364689621933708
89	0.744296293412358	0.511407413175283	0.255703706587641
90	0.790577891707685	0.418844216584631	0.209422108292315
91	0.752254687485422	0.495490625029155	0.247745312514578
92	0.744547184597271	0.510905630805457	0.255452815402729
93	0.704799519605392	0.590400960789217	0.295200480394608
94	0.68274148075786	0.63451703848428	0.31725851924214
95	0.640339815873609	0.719320368252782	0.359660184126391
96	0.636982204241028	0.726035591517945	0.363017795758972
97	0.793692001454647	0.412615997090706	0.206307998545353
98	0.866756902539521	0.266486194920957	0.133243097460479
99	0.834299851761956	0.331400296476089	0.165700148238044
100	0.814995185122772	0.370009629754456	0.185004814877228
101	0.835357536190926	0.329284927618149	0.164642463809074
102	0.809877089523747	0.380245820952507	0.190122910476253
103	0.848739996609014	0.302520006781972	0.151260003390986
104	0.861887605769285	0.276224788461429	0.138112394230715
105	0.8268519619251	0.346296076149801	0.1731480380749
106	0.794867006354846	0.410265987290308	0.205132993645154
107	0.75024671807076	0.499506563858481	0.249753281929241
108	0.722289379879221	0.555421240241558	0.277710620120779
109	0.676155056211538	0.647689887576923	0.323844943788462
110	0.625793272674862	0.748413454650275	0.374206727325138
111	0.667074436112503	0.665851127774995	0.332925563887498
112	0.689763140094874	0.620473719810253	0.310236859905126
113	0.708621907715262	0.582756184569475	0.291378092284737
114	0.667938539895975	0.66412292020805	0.332061460104025
115	0.646886884055638	0.706226231888724	0.353113115944362
116	0.74725266692761	0.505494666144779	0.252747333072389
117	0.722139331172905	0.55572133765419	0.277860668827095
118	0.764163997707593	0.471672004584814	0.235836002292407
119	0.730826707737409	0.538346584525182	0.269173292262591
120	0.693171687906981	0.613656624186037	0.306828312093019
121	0.624198189317981	0.751603621364038	0.375801810682019
122	0.614192461153408	0.771615077693184	0.385807538846592
123	0.594430251244949	0.8111394975101	0.40556974875505
124	0.537478720406488	0.925042559187023	0.462521279593512
125	0.455831809298588	0.911663618597177	0.544168190701412
126	0.455880597656718	0.911761195313436	0.544119402343282
127	0.631488340992976	0.737023318014048	0.368511659007024
128	0.545898253825565	0.90820349234887	0.454101746174435
129	0.450936686695437	0.901873373390873	0.549063313304563
130	0.451379583797849	0.902759167595698	0.548620416202151
131	0.537093601376273	0.925812797247454	0.462906398623727
132	0.419605588911661	0.839211177823322	0.580394411088339
133	0.387109928355542	0.774219856711083	0.612890071644458
134	0.268599426161481	0.537198852322962	0.731400573838519
135	0.157151935272355	0.31430387054471	0.842848064727645

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	6	0.0504201680672269	NOK
10% type I error level	9	0.0756302521008403	OK