Multiple Linear Regression - Estimated Regression Equation

Org[t] = + 17.4786370540133 -0.0540349079271798concern[t] + 0.198638591131809doubts[t] -0.146651984124796Par_Crit[t] -0.257571601145397Par_Stan[t] + 0.410140826539548Pers_Stand[t] -0.0822244901852577Days[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)	17.4786370540133	2.275018	7.6829	0	0
concern	-0.0540349079271798	0.063984	-0.8445	0.399771	0.199886
doubts	0.198638591131809	0.113947	1.7433	0.083394	0.041697
Par_Crit	-0.146651984124796	0.10841	-1.3527	0.178227	0.089114
Par_Stan	-0.257571601145397	0.133592	-1.928	0.055791	0.027895
Pers_Stand	0.410140826539548	0.077219	5.3114	0	0
Days	-0.0822244901852577	0.069938	-1.1757	0.241639	0.120819

Multiple Linear Regression - Regression Statistics
Multiple R	0.47825847489625
R-squared	0.228731168810087
Adjusted R-squared	0.197035189446118
F-TEST (value)	7.21640956991855
F-TEST (DF numerator)	6
F-TEST (DF denominator)	146
p-value	9.27772276893002e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.5095232926118
Sum Squared Residuals	1798.24604624218

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	25	25.9121627501368	-0.912162750136833
2	21	23.6214336216953	-2.62143362169528
3	22	22.9293462227194	-0.929346222719448
4	25	23.4018750068357	1.59812499316427
5	24	21.2201510986054	2.77984890139461
6	18	20.7828828958393	-2.78288289583926
7	22	19.4592695012681	2.54073049873192
8	15	21.5959344183863	-6.59593441838635
9	22	24.1192853723176	-2.11928537231761
10	28	24.8929372422318	3.10706275776818
11	20	22.9411657928703	-2.9411657928703
12	12	19.6676531796957	-7.66765317969573
13	24	22.0562649487728	1.94373505122716
14	20	21.7868934597669	-1.7868934597669
15	21	23.5145022994617	-2.51450229946174
16	20	20.8906833006746	-0.89068330067457
17	21	19.4538500469345	1.54614995306546
18	23	21.3710190390084	1.62898096099159
19	28	22.0971518296934	5.90284817030656
20	24	22.0495837220536	1.95041627794639
21	24	23.625079137992	0.374920862008009
22	24	20.6307884356409	3.36921156435908
23	23	22.1875017080371	0.812498291962904
24	23	22.8500653504045	0.149934649595523
25	29	24.4874900021639	4.51250999783614
26	24	22.1398435989899	1.86015640101005
27	18	25.1563258276217	-7.15632582762173
28	25	26.2096361442301	-1.20963614423011
29	21	22.7211650900877	-1.72116509008775
30	26	26.8876055916955	-0.887605591695466
31	22	25.4302369015697	-3.43023690156969
32	22	22.8101945726083	-0.810194572608312
33	22	22.8176129366331	-0.817612936633136
34	23	25.7737680291387	-2.77376802913870
35	30	23.07185639189	6.92814360811001
36	23	22.8909465028262	0.109053497173763
37	17	18.9050952507523	-1.90509525075233
38	23	23.8981034787941	-0.89810347879413
39	23	24.3697507838113	-1.36975078381128
40	25	22.4297055623487	2.57029443765129
41	24	20.7814273972322	3.21857260276785
42	24	27.5844914909381	-3.58449149093805
43	23	23.1799918176775	-0.179991817677518
44	21	23.8230673102893	-2.82306731028925
45	24	25.7704967286260	-1.77049672862597
46	24	21.9351739075865	2.06482609241351
47	28	21.6156018563244	6.3843981436756
48	16	21.1668558397744	-5.1668558397744
49	20	20.0367706527965	-0.0367706527965078
50	29	23.5278714883149	5.47212851168506
51	27	23.8861525095221	3.11384749047793
52	22	23.1606074478565	-1.16060744785645
53	28	23.9535688344458	4.04643116555419
54	16	20.2432828259992	-4.24328282599918
55	25	22.8798352038017	2.12016479619833
56	24	23.4883969825361	0.511603017463852
57	28	23.5895203953839	4.41047960461607
58	24	24.2069625969009	-0.206962596900906
59	23	22.5829524064324	0.417047593567626
60	30	26.9699216336719	3.03007836632806
61	24	21.5086498338804	2.49135016611957
62	21	24.1131074845865	-3.11310748458655
63	25	23.1219834707344	1.87801652926562
64	25	23.9293720740935	1.07062792590652
65	22	20.9613925216035	1.03860747839652
66	23	22.4964420629938	0.503557937006159
67	26	22.9678479279926	3.03215207200742
68	23	21.6180519218872	1.38194807811276
69	25	23.1364207100584	1.86357928994160
70	21	21.2890481521723	-0.28904815217234
71	25	23.4025836406769	1.59741635932308
72	24	22.0638012339744	1.93619876602557
73	29	23.4261914140129	5.57380858598708
74	22	23.636707554532	-1.63670755453199
75	27	23.4725114629817	3.52748853701827
76	26	19.6808978317872	6.31910216821285
77	22	21.2376023396260	0.762397660374026
78	24	22.0028286875980	1.99717131240197
79	27	22.9505599399101	4.04944006008985
80	24	21.1844957336195	2.81550426638054
81	24	24.6951052246397	-0.695105224639718
82	29	24.1040357219248	4.89596427807521
83	22	22.0728745470201	-0.0728745470200756
84	21	20.4501124152226	0.549887584777446
85	24	20.3155468548645	3.68445314513546
86	24	21.6076948216318	2.39230517836819
87	23	21.7659548848011	1.23404511519892
88	20	22.1563274729098	-2.15632747290976
89	27	21.2659743109375	5.73402568906246
90	26	23.3460800553395	2.65391994466053
91	25	21.8256412025051	3.17435879749494
92	21	19.9784725050286	1.02152749497138
93	21	20.5793901604450	0.420609839554965
94	19	20.2117004425251	-1.21170044252511
95	21	21.3999224967553	-0.399922496755288
96	21	21.0659650375751	-0.0659650375750816
97	16	19.5463582132872	-3.54635821328719
98	22	20.4525382010485	1.54746179895153
99	29	21.5506623181631	7.44933768183694
100	15	21.5000280284170	-6.50002802841704
101	17	20.5659857217085	-3.56598572170846
102	15	19.7999896597877	-4.7999896597877
103	21	21.4186946177432	-0.41869461774322
104	21	20.7078020534852	0.292197946514808
105	19	19.0643977107181	-0.064397710718112
106	24	18.0199714557424	5.98002854425756
107	20	22.1431962604890	-2.14319626048896
108	17	24.9200992724603	-7.9200992724603
109	23	24.5916940901740	-1.59169409017404
110	24	22.1417699908794	1.85823000912059
111	14	21.8636286510571	-7.86362865105707
112	19	22.6025463651619	-3.60254636516190
113	24	21.933837820034	2.06616217996599
114	13	20.2312510420191	-7.2312510420191
115	22	25.2234195998134	-3.22341959981341
116	16	20.836701055805	-4.8367010558050
117	19	22.9578738052682	-3.9578738052682
118	25	22.5546563599952	2.44534364000478
119	25	23.7611634259337	1.23883657406633
120	23	21.0799989024455	1.92000109755452
121	24	23.2212487886807	0.778751211319337
122	26	23.1903332868129	2.80966671318710
123	26	21.1718144783970	4.82818552160297
124	25	23.9040769102341	1.09592308976591
125	18	22.0162446992728	-4.01624469927276
126	21	19.5814171398168	1.41858286018318
127	26	23.3177348052275	2.68226519477253
128	23	21.6733025587201	1.32669744127991
129	23	19.5098811913127	3.49011880868727
130	22	22.2486716151786	-0.248671615178583
131	20	22.0134673703991	-2.01346737039914
132	13	21.7157436447854	-8.71574364478544
133	24	21.1218761723102	2.87812382768982
134	15	21.2247490102913	-6.22474901029129
135	14	22.8714915215012	-8.87149152150118
136	22	23.7975757925807	-1.79757579258068
137	10	17.3423519415139	-7.34235194151386
138	24	24.0597530037297	-0.0597530037296909
139	22	21.4708080264248	0.529191973575171
140	24	25.4427777530368	-1.44277775303677
141	19	21.4713294379957	-2.47132943799568
142	20	21.8202052260760	-1.82020522607604
143	13	16.8630005794341	-3.86300057943414
144	20	19.8906852367397	0.109314763260257
145	22	22.9584889742194	-0.958488974219369
146	24	23.0179870584305	0.982012941569469
147	29	23.0594608367188	5.94053916328116
148	12	20.6272449157283	-8.62724491572833
149	20	20.5003829337775	-0.5003829337775
150	21	21.044071439489	-0.0440714394890285
151	24	23.2717453066056	0.728254693394364
152	22	21.3930588809826	0.606941119017426
153	20	17.2376943167788	2.76230568322118

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.685160708846054	0.629678582307892	0.314839291153946
11	0.5948479568571	0.8103040862858	0.4051520431429
12	0.695991168718186	0.608017662563627	0.304008831281814
13	0.590676311058693	0.818647377882614	0.409323688941307
14	0.482027443346449	0.964054886692897	0.517972556653551
15	0.482480076823677	0.964960153647353	0.517519923176323
16	0.383229343141282	0.766458686282564	0.616770656858718
17	0.361135061879226	0.722270123758451	0.638864938120774
18	0.510936499860675	0.97812700027865	0.489063500139325
19	0.723720943180791	0.552558113638419	0.276279056819209
20	0.650516434465266	0.698967131069468	0.349483565534734
21	0.5843100029923	0.8313799940154	0.4156899970077
22	0.549159124759206	0.901681750481587	0.450840875240794
23	0.478128576905257	0.956257153810513	0.521871423094743
24	0.407130656821965	0.81426131364393	0.592869343178035
25	0.401146485615755	0.80229297123151	0.598853514384245
26	0.338099599305596	0.676199198611192	0.661900400694404
27	0.626758543136807	0.746482913726386	0.373241456863193
28	0.592059148333509	0.815881703332982	0.407940851666491
29	0.55799061452178	0.88401877095644	0.44200938547822
30	0.495662717835621	0.991325435671241	0.504337282164379
31	0.488618843156897	0.977237686313795	0.511381156843103
32	0.43042977961718	0.86085955923436	0.569570220382820
33	0.376358768812761	0.752717537625522	0.623641231187239
34	0.350977165265543	0.701954330531086	0.649022834734457
35	0.526505894524673	0.946988210950654	0.473494105475327
36	0.469155301774269	0.938310603548538	0.530844698225731
37	0.448158317620889	0.896316635241778	0.551841682379111
38	0.399050800865459	0.798101601730917	0.600949199134541
39	0.358430121020074	0.716860242040149	0.641569878979926
40	0.32538261539509	0.65076523079018	0.67461738460491
41	0.29727877270495	0.5945575454099	0.70272122729505
42	0.286295581242768	0.572591162485536	0.713704418757232
43	0.244309905501591	0.488619811003182	0.755690094498409
44	0.240527313000121	0.481054626000241	0.75947268699988
45	0.216325887953687	0.432651775907373	0.783674112046313
46	0.182642749155040	0.365285498310081	0.81735725084496
47	0.244372453802771	0.488744907605543	0.755627546197229
48	0.337089145779105	0.674178291558211	0.662910854220895
49	0.329244355796532	0.658488711593064	0.670755644203468
50	0.386000474458133	0.772000948916265	0.613999525541868
51	0.36259307798612	0.72518615597224	0.63740692201388
52	0.328658702828558	0.657317405657116	0.671341297171442
53	0.329176082913474	0.658352165826948	0.670823917086526
54	0.402971270320294	0.805942540640588	0.597028729679706
55	0.357932048276886	0.715864096553771	0.642067951723114
56	0.313816765645807	0.627633531291613	0.686183234354193
57	0.320049503819737	0.640099007639473	0.679950496180263
58	0.283212362511101	0.566424725022202	0.716787637488899
59	0.244198662870556	0.488397325741113	0.755801337129444
60	0.229983415291975	0.45996683058395	0.770016584708025
61	0.200730028319071	0.401460056638142	0.799269971680929
62	0.218840430458807	0.437680860917615	0.781159569541193
63	0.188559552151459	0.377119104302918	0.811440447848541
64	0.157679478392270	0.315358956784539	0.84232052160773
65	0.130595741489630	0.261191482979259	0.86940425851037
66	0.10785598848703	0.21571197697406	0.89214401151297
67	0.0929425547360386	0.185885109472077	0.907057445263961
68	0.0754617495730467	0.150923499146093	0.924538250426953
69	0.0609925580314137	0.121985116062827	0.939007441968586
70	0.0500341404338396	0.100068280867679	0.94996585956616
71	0.0395548282870849	0.0791096565741699	0.960445171712915
72	0.0306077603826847	0.0612155207653695	0.969392239617315
73	0.0369619627536271	0.0739239255072542	0.963038037246373
74	0.0328161762197153	0.0656323524394306	0.967183823780285
75	0.0280881814883856	0.0561763629767713	0.971911818511614
76	0.0374210507625804	0.0748421015251609	0.96257894923742
77	0.0286864489585422	0.0573728979170844	0.971313551041458
78	0.0221225794683745	0.044245158936749	0.977877420531626
79	0.0215994488979033	0.0431988977958066	0.978400551102097
80	0.0175935738247355	0.0351871476494711	0.982406426175265
81	0.0136665150236770	0.0273330300473539	0.986333484976323
82	0.0156271781391358	0.0312543562782716	0.984372821860864
83	0.0125666200226473	0.0251332400452946	0.987433379977353
84	0.00936858482495938	0.0187371696499188	0.99063141517504
85	0.00843143763815089	0.0168628752763018	0.99156856236185
86	0.00698808768641923	0.0139761753728385	0.99301191231358
87	0.00518215577180655	0.0103643115436131	0.994817844228193
88	0.00458248347314176	0.00916496694628353	0.995417516526858
89	0.00756214568072326	0.0151242913614465	0.992437854319277
90	0.00668517134357354	0.0133703426871471	0.993314828656426
91	0.00638116876881507	0.0127623375376301	0.993618831231185
92	0.00518898729341944	0.0103779745868389	0.99481101270658
93	0.00395273640491287	0.00790547280982573	0.996047263595087
94	0.00325224341479013	0.00650448682958025	0.99674775658521
95	0.00255371479550356	0.00510742959100711	0.997446285204497
96	0.00187864648908171	0.00375729297816343	0.998121353510918
97	0.00214819348505547	0.00429638697011094	0.997851806514945
98	0.00175138260290924	0.00350276520581848	0.99824861739709
99	0.00846736959058756	0.0169347391811751	0.991532630409412
100	0.0189192919709565	0.037838583941913	0.981080708029043
101	0.0197535995645308	0.0395071991290616	0.980246400435469
102	0.0255774967529259	0.0511549935058518	0.974422503247074
103	0.0206781957510034	0.0413563915020067	0.979321804248997
104	0.0154428892301454	0.0308857784602908	0.984557110769855
105	0.0114983939143913	0.0229967878287826	0.988501606085609
106	0.0410134310952607	0.0820268621905214	0.95898656890474
107	0.0422330537645198	0.0844661075290396	0.95776694623548
108	0.0981661907655589	0.196332381531118	0.901833809234441
109	0.086085684950896	0.172171369901792	0.913914315049104
110	0.0751312795413084	0.150262559082617	0.924868720458692
111	0.162397840741528	0.324795681483057	0.837602159258472
112	0.152344960234352	0.304689920468703	0.847655039765648
113	0.154594801964200	0.309189603928401	0.8454051980358
114	0.220161799622457	0.440323599244914	0.779838200377543
115	0.202215138835516	0.404430277671031	0.797784861164484
116	0.222102987146934	0.444205974293868	0.777897012853066
117	0.209160896999597	0.418321793999194	0.790839103000403
118	0.216147536157873	0.432295072315745	0.783852463842127
119	0.216928313398242	0.433856626796485	0.783071686601758
120	0.182190197747022	0.364380395494044	0.817809802252978
121	0.145645735644910	0.291291471289820	0.85435426435509
122	0.149042434053455	0.29808486810691	0.850957565946545
123	0.216359043826398	0.432718087652796	0.783640956173602
124	0.194712392142003	0.389424784284005	0.805287607857997
125	0.171885514589612	0.343771029179224	0.828114485410388
126	0.158384804616360	0.316769609232719	0.84161519538364
127	0.143299192225236	0.286598384450472	0.856700807774764
128	0.119441853058068	0.238883706116136	0.880558146941932
129	0.193522539615623	0.387045079231246	0.806477460384377
130	0.148229882564912	0.296459765129824	0.851770117435088
131	0.112369928354094	0.224739856708188	0.887630071645906
132	0.227804729178251	0.455609458356502	0.772195270821749
133	0.320741234095704	0.641482468191407	0.679258765904296
134	0.286468416300824	0.572936832601649	0.713531583699176
135	0.489913653170988	0.979827306341977	0.510086346829012
136	0.432068722948002	0.864137445896004	0.567931277051998
137	0.677611580864494	0.644776838271012	0.322388419135506
138	0.613763114818354	0.772473770363293	0.386236885181647
139	0.502755535638005	0.99448892872399	0.497244464361995
140	0.440113157139238	0.880226314278475	0.559886842860762
141	0.461725802190097	0.923451604380194	0.538274197809903
142	0.326361514734642	0.652723029469285	0.673638485265358
143	0.213958000036500	0.427916000073001	0.7860419999635

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	7	0.0522388059701493	NOK
5% type I error level	27	0.201492537313433	NOK
10% type I error level	37	0.276119402985075	NOK