Multiple Linear Regression - Estimated Regression Equation

Org[t] = + 15.5287004980391 -0.0536894023314702concern[t] + 0.199935118355062doubts[t] -0.147908652466377Par_Crit[t] -0.232432985498191Par_Stan[t] + 0.379676563293621Pers_Stan[t] + 0.249702635338725Days[t] -0.035096925566633t + 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)	15.5287004980391	2.347401	6.6153	0	0
concern	-0.0536894023314702	0.062701	-0.8563	0.393257	0.196629
doubts	0.199935118355062	0.111662	1.7905	0.075454	0.037727
Par_Crit	-0.147908652466377	0.106237	-1.3923	0.165976	0.082988
Par_Stan	-0.232432985498191	0.131255	-1.7709	0.078686	0.039343
Pers_Stan	0.379676563293621	0.076536	4.9607	2e-06	1e-06
Days	0.249702635338725	0.14265	1.7505	0.082155	0.041078
t	-0.035096925566633	0.013229	-2.6531	0.008864	0.004432

Multiple Linear Regression - Regression Statistics
Multiple R	0.514236415207976
R-squared	0.26443909072595
Adjusted R-squared	0.228929253726513
F-TEST (value)	7.44692493885971
F-TEST (DF numerator)	7
F-TEST (DF denominator)	145
p-value	1.20832214567379e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.43911727777500
Sum Squared Residuals	1714.99150929212

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	25	23.6040563079501	1.39594369204993
2	21	21.8469707203285	-0.846970720328523
3	22	21.2079344916389	0.792065508361099
4	25	21.8473516126753	3.15264838732472
5	24	19.8205618032854	4.17943819671463
6	18	19.6284552444457	-1.62845524444574
7	22	18.3902806709365	3.60971932906345
8	15	20.4158224172039	-5.4158224172039
9	22	23.3510911415430	-1.35109114154303
10	28	24.1840228151258	3.81597718487415
11	20	22.4923010311905	-2.49230103119049
12	12	19.7283112108128	-7.72831121081281
13	24	21.8071608506377	2.19283914936228
14	20	22.5801437368723	-2.58014373687232
15	21	24.56176006012	-3.56176006012
16	20	22.3408954070786	-2.3408954070786
17	21	20.9716303956175	0.0283696043824669
18	23	22.7734380125743	0.226561987425655
19	28	23.3942530340410	4.60574696595896
20	24	23.2353810549208	0.764618945079206
21	24	24.6421137214652	-0.642113721465157
22	24	21.8737863622435	2.12621363775649
23	23	23.2396568934144	-0.239656893414380
24	23	23.8546787668116	-0.854678766811559
25	29	25.3743554430261	3.62564455697393
26	24	23.2093486613727	0.790651338627347
27	18	25.8166792720602	-7.8166792720602
28	25	26.7970820274426	-1.79708202744260
29	21	23.5292902624992	-2.52929026249918
30	26	27.487672559846	-1.48767255984600
31	22	26.0195340768790	-4.01953407687896
32	22	23.6701656215863	-1.67016562158627
33	22	23.4771889612457	-1.47718896124569
34	23	26.2472112575822	-3.24721125758219
35	30	23.6734463982261	6.3265536017739
36	23	23.4588907292745	-0.458890729274526
37	17	19.7465686681908	-2.74656866819082
38	23	24.2910585268586	-1.29105852685862
39	23	25.1143606695887	-2.11436066958867
40	25	23.3216129601614	1.67838703983859
41	24	21.7499942046648	2.25000579533521
42	24	28.0016821392244	-4.00168213922439
43	23	23.8152744781125	-0.815274478112536
44	21	24.3949441631213	-3.39494416312127
45	24	26.3114989267742	-2.31149892677421
46	24	22.5819257555293	1.41807424447074
47	28	22.2597085803611	5.74029141963887
48	16	21.8268768426804	-5.8268768426804
49	20	20.5927952512274	-0.592795251227375
50	29	23.9507929979121	5.04920700208792
51	27	24.5397040885321	2.46029591146789
52	22	23.7828794773891	-1.78287947738909
53	28	24.5571678567985	3.44283214320148
54	16	21.1595767102694	-5.15957671026945
55	25	23.4760421674824	1.52395783251757
56	24	23.9755130549732	0.0244869450268235
57	28	24.0673235328150	3.93267646718496
58	24	24.7084370717368	-0.708437071736818
59	23	23.0906731778823	-0.0906731778822884
60	30	27.087348790829	2.91265120917101
61	24	21.9348623744643	2.06513762553568
62	21	24.3465389067657	-3.34653890676574
63	25	23.5192558999806	1.48074410001940
64	25	24.1589900683566	0.841009931643362
65	22	21.2807140856368	0.719285914363234
66	23	22.7521594201012	0.247840579898821
67	26	23.0522205628555	2.94777943714454
68	23	21.8431255681807	1.15687443181934
69	25	23.1347301509554	1.8652698490446
70	21	21.7908163560116	-0.79081635601161
71	25	23.7889878090036	1.21101219099645
72	24	22.4589743824077	1.54102561759230
73	29	23.7350004201613	5.26499957983867
74	22	23.7972568954409	-1.7972568954409
75	27	23.7006803946040	3.29931960539596
76	26	20.0578203034344	5.94217969656557
77	22	21.5248017026582	0.475198297341756
78	24	22.1131211573691	1.88687884263095
79	27	23.4336441377373	3.56635586226266
80	24	21.6376620343347	2.36233796566531
81	24	24.885098603503	-0.885098603502989
82	29	24.4313672239027	4.56863277609726
83	22	22.3871856042376	-0.387185604237574
84	21	20.8573229383607	0.142677061639320
85	24	20.7178903794631	3.28210962053694
86	24	21.8540788383863	2.14592116161372
87	23	22.0216274154058	0.978372584594233
88	20	22.2429568736669	-2.24295687366690
89	27	21.4512191413187	5.54878085868125
90	26	23.2042742066992	2.79572579330079
91	25	21.9250053187923	3.07499468120767
92	21	20.1085482764634	0.891451723536632
93	21	20.9708946885383	0.0291053114617316
94	19	20.5943230363677	-1.59432303636772
95	21	21.6432362490086	-0.643236249008586
96	21	21.2926008332459	-0.29260083324594
97	16	19.8035111867683	-3.8035111867683
98	22	20.6471691206687	1.35283087933133
99	29	21.7551939401469	7.24480605985306
100	15	21.6358534475275	-6.63585344752746
101	17	20.6786226659200	-3.67862266591996
102	15	19.9210443011139	-4.92104430111389
103	21	21.442712964441	-0.442712964441015
104	21	20.7852861993609	0.214713800639119
105	19	19.1532266241979	-0.153226624197947
106	24	18.0776953794773	5.92230462052272
107	20	21.9642772027555	-1.9642772027555
108	17	24.3597518735404	-7.35975187354037
109	23	24.1847774118242	-1.18477741182424
110	24	21.7913670509557	2.20863294904428
111	14	21.4251043684990	-7.42510436849896
112	19	22.2468142136299	-3.24681421362987
113	24	21.5566096797711	2.44339032022893
114	13	19.9705908359096	-6.9705908359096
115	22	24.5359932646432	-2.53599326464319
116	16	20.4523060855796	-4.45230608557956
117	19	22.3993625558498	-3.39936255584980
118	25	21.9875320672270	3.01246793277304
119	25	23.2289720988706	1.77102790112938
120	23	20.7862146100073	2.21378538999266
121	24	22.7645284135839	1.2354715864161
122	26	22.7425023635532	3.25749763644680
123	26	20.7996604915163	5.20033950848374
124	25	23.3335047637633	1.66649523623675
125	18	21.5367165207630	-3.53671652076304
126	21	19.2316808750871	1.76831912491292
127	26	22.6458380992053	3.35416190079472
128	23	21.0943629315779	1.90563706842211
129	23	19.0578782050849	3.94212179491511
130	22	21.5027700651349	0.497229934865092
131	20	21.3524535768885	-1.35245357688847
132	13	21.0315670505931	-8.03156705059306
133	24	20.3983277064040	3.60167229359597
134	15	20.5444039822562	-5.54440398225622
135	14	22.0328614190784	-8.0328614190784
136	22	22.7560687362669	-0.756068736266917
137	10	16.7500582278710	-6.75005822787096
138	24	23.0769065020551	0.923093497944933
139	22	20.5276080287126	1.47239197128736
140	24	24.2311243350231	-0.231124335023130
141	19	20.3449987784280	-1.34499877842805
142	20	20.7340969111277	-0.734096911127747
143	13	16.1245407751944	-3.1245407751944
144	20	18.8358876597892	1.16411234021085
145	22	21.6624527431894	0.337547256810550
146	24	21.7307932607457	2.26920673925433
147	29	21.5503992597234	7.44960074027656
148	12	19.6951930899155	-7.69519308991555
149	20	19.5512452089045	0.448754791095511
150	21	20.041354902906	0.958645097093987
151	24	22.144684293873	1.85531570612701
152	22	20.6656375918297	1.33436240817029
153	20	17.112228696361	2.887771303639

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.716893198347154	0.566213603305692	0.283106801652846
12	0.785774731310745	0.428450537378511	0.214225268689255
13	0.68061492082909	0.63877015834182	0.31938507917091
14	0.59824498916899	0.80351002166202	0.40175501083101
15	0.602677548974136	0.794644902051727	0.397322451025864
16	0.500796303024003	0.998407393951994	0.499203696975997
17	0.464668576259671	0.929337152519341	0.535331423740329
18	0.616522925898572	0.766954148202856	0.383477074101428
19	0.79205396354958	0.415892072900841	0.207946036450421
20	0.72700045163663	0.54599909672674	0.27299954836337
21	0.675325401594835	0.64934919681033	0.324674598405165
22	0.625427101617398	0.749145796765204	0.374572898382602
23	0.568190757429135	0.86361848514173	0.431809242570865
24	0.498076928264513	0.996153856529025	0.501923071735487
25	0.469511960427748	0.939023920855497	0.530488039572252
26	0.397364971979872	0.794729943959745	0.602635028020128
27	0.698175023092589	0.603649953814822	0.301824976907411
28	0.653552365586799	0.692895268826403	0.346447634413202
29	0.600628611035043	0.798742777929914	0.399371388964957
30	0.546034168106265	0.90793166378747	0.453965831893735
31	0.514847635957721	0.970304728084558	0.485152364042279
32	0.465989730439557	0.931979460879114	0.534010269560443
33	0.41098856700867	0.82197713401734	0.58901143299133
34	0.368203894221564	0.736407788443127	0.631796105778436
35	0.608040657209810	0.783918685580379	0.391959342790190
36	0.549138600950737	0.901722798098526	0.450861399049263
37	0.508884671289471	0.982230657421058	0.491115328710529
38	0.452394819800984	0.904789639601968	0.547605180199016
39	0.40543774311631	0.81087548623262	0.59456225688369
40	0.381545655414374	0.763091310828747	0.618454344585626
41	0.358805561960884	0.717611123921768	0.641194438039116
42	0.348329888864618	0.696659777729236	0.651670111135382
43	0.303334703537916	0.606669407075832	0.696665296462084
44	0.29237808391336	0.58475616782672	0.70762191608664
45	0.265835638622324	0.531671277244649	0.734164361377676
46	0.232071975367675	0.46414395073535	0.767928024632325
47	0.31051673516036	0.62103347032072	0.68948326483964
48	0.400046883877738	0.800093767755476	0.599953116122262
49	0.378643518485982	0.757287036971965	0.621356481514018
50	0.454907281010378	0.909814562020755	0.545092718989622
51	0.428106944536917	0.856213889073833	0.571893055463083
52	0.395210014624035	0.79042002924807	0.604789985375965
53	0.39264428798767	0.78528857597534	0.60735571201233
54	0.468595510651620	0.937191021303241	0.53140448934838
55	0.421811875307868	0.843623750615736	0.578188124692132
56	0.375782704454471	0.751565408908941	0.62421729554553
57	0.38077195690537	0.76154391381074	0.61922804309463
58	0.341497821010063	0.682995642020126	0.658502178989937
59	0.297799979116548	0.595599958233096	0.702200020883452
60	0.277780932135128	0.555561864270256	0.722219067864872
61	0.242107385197613	0.484214770395227	0.757892614802387
62	0.265386421935849	0.530772843871698	0.734613578064151
63	0.230140079423531	0.460280158847062	0.769859920576469
64	0.194188330790771	0.388376661581543	0.805811669209229
65	0.161931615112155	0.323863230224309	0.838068384887845
66	0.134226372209861	0.268452744419723	0.865773627790139
67	0.116002513160506	0.232005026321013	0.883997486839494
68	0.0936880870951785	0.187376174190357	0.906311912904821
69	0.0757253767885398	0.151450753577080	0.92427462321146
70	0.0635643707177557	0.127128741435511	0.936435629282244
71	0.0502194371938501	0.100438874387700	0.94978056280615
72	0.0389193983554841	0.0778387967109682	0.961080601644516
73	0.0446488959899425	0.089297791979885	0.955351104010058
74	0.0412628493071150	0.0825256986142301	0.958737150692885
75	0.0347842383956438	0.0695684767912877	0.965215761604356
76	0.0465588360892819	0.0931176721785639	0.953441163910718
77	0.0364455638670782	0.0728911277341563	0.963554436132922
78	0.0294014452024608	0.0588028904049217	0.97059855479754
79	0.0262344945009501	0.0524689890019002	0.97376550549905
80	0.0204658116744854	0.0409316233489707	0.979534188325515
81	0.0170203495539574	0.0340406991079149	0.982979650446043
82	0.0172093768822258	0.0344187537644516	0.982790623117774
83	0.0147526340252826	0.0295052680505652	0.985247365974717
84	0.0112849299264620	0.0225698598529240	0.988715070073538
85	0.00958686919048707	0.0191737383809741	0.990413130809513
86	0.00787540444259952	0.0157508088851990	0.9921245955574
87	0.00585246598401224	0.0117049319680245	0.994147534015988
88	0.0056514788389303	0.0113029576778606	0.99434852116107
89	0.0088552433410972	0.0177104866821944	0.991144756658903
90	0.00742480658796388	0.0148496131759278	0.992575193412036
91	0.00673381287466156	0.0134676257493231	0.993266187125338
92	0.00572093427823266	0.0114418685564653	0.994279065721767
93	0.00432130101620042	0.00864260203240083	0.9956786989838
94	0.00375563041744314	0.00751126083488628	0.996244369582557
95	0.00297987257529094	0.00595974515058188	0.99702012742471
96	0.00219274982767844	0.00438549965535689	0.997807250172322
97	0.00284121863411939	0.00568243726823878	0.99715878136588
98	0.00213203549685143	0.00426407099370287	0.997867964503149
99	0.00794180860711597	0.0158836172142319	0.992058191392884
100	0.0212978513531616	0.0425957027063232	0.978702148646838
101	0.0238445685399219	0.0476891370798437	0.976155431460078
102	0.0337171401408696	0.0674342802817393	0.96628285985913
103	0.0264302667641975	0.0528605335283951	0.973569733235802
104	0.0194929638217722	0.0389859276435444	0.980507036178228
105	0.0143177879580013	0.0286355759160025	0.985682212041999
106	0.0400853664310051	0.0801707328620103	0.959914633568995
107	0.0398944684147913	0.0797889368295826	0.960105531585209
108	0.0969297701868554	0.193859540373711	0.903070229813145
109	0.082284738070299	0.164569476140598	0.917715261929701
110	0.0700600694596319	0.140120138919264	0.929939930540368
111	0.171171619883192	0.342343239766383	0.828828380116808
112	0.161106455953812	0.322212911907623	0.838893544046188
113	0.152802249846012	0.305604499692025	0.847197750153988
114	0.228453756030011	0.456907512060023	0.771546243969988
115	0.225950839538695	0.451901679077390	0.774049160461305
116	0.254408540727379	0.508817081454758	0.745591459272621
117	0.23902613968181	0.47805227936362	0.76097386031819
118	0.242037925828197	0.484075851656394	0.757962074171803
119	0.247827234867109	0.495654469734218	0.752172765132891
120	0.208691368100152	0.417382736200303	0.791308631899848
121	0.182020285866376	0.364040571732751	0.817979714133624
122	0.1621756796819	0.3243513593638	0.8378243203181
123	0.194557287586439	0.389114575172877	0.805442712413561
124	0.161157441597222	0.322314883194445	0.838842558402778
125	0.142894571769777	0.285789143539553	0.857105428230223
126	0.121787729756878	0.243575459513756	0.878212270243122
127	0.105261709129099	0.210523418258198	0.8947382908709
128	0.0851155840005305	0.170231168001061	0.91488441599947
129	0.175378469995883	0.350756939991767	0.824621530004117
130	0.136908004514851	0.273816009029703	0.863091995485149
131	0.112310890218499	0.224621780436997	0.887689109781501
132	0.166591354976365	0.33318270995273	0.833408645023635
133	0.429172623310088	0.858345246620175	0.570827376689912
134	0.371183056249561	0.742366112499122	0.628816943750439
135	0.501663818434207	0.996672363131587	0.498336181565793
136	0.40477849497815	0.8095569899563	0.59522150502185
137	0.615498724179908	0.769002551640184	0.384501275820092
138	0.622909485677371	0.754181028645258	0.377090514322629
139	0.557224698153065	0.885550603693871	0.442775301846935
140	0.439754771596666	0.879509543193332	0.560245228403334
141	0.335482209087972	0.670964418175945	0.664517790912028
142	0.292733965240929	0.585467930481859	0.70726603475907

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	6	0.0454545454545455	NOK
5% type I error level	24	0.181818181818182	NOK
10% type I error level	36	0.272727272727273	NOK