Multiple Linear Regression - Estimated Regression Equation

Concern_over_Mistakes[t] = -20.5406175778344 + 1.85205065543305Month[t] + 0.800753683595023Doubts_about_actions[t] + 0.233892111076654Parental_Expectations[t] + 0.20844977461566Parental_Criticism[t] + 0.571250810176502Personal_Standards[t] -0.108334921483045`Organization `[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)	-20.5406175778344	19.256187	-1.0667	0.287798	0.143899
Month	1.85205065543305	1.896285	0.9767	0.330283	0.165141
Doubts_about_actions	0.800753683595023	0.130707	6.1263	0	0
Parental_Expectations	0.233892111076654	0.133964	1.7459	0.082844	0.041422
Parental_Criticism	0.20844977461566	0.169517	1.2297	0.22072	0.11036
Personal_Standards	0.571250810176502	0.095975	5.9521	0	0
`Organization `	-0.108334921483045	0.103317	-1.0486	0.296039	0.148019

Multiple Linear Regression - Regression Statistics
Multiple R	0.64099331025021
R-squared	0.410872423785522
Adjusted R-squared	0.387617387882318
F-TEST (value)	17.6681053297763
F-TEST (DF numerator)	6
F-TEST (DF denominator)	152
p-value	1.77635683940025e-15
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	4.47838506122403
Sum Squared Residuals	3048.50177900237

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	24	23.3059118943013	0.69408810569866
2	25	20.0305388753727	4.9694611246273
3	17	21.0052757760805	-4.00527577608054
4	18	18.1054640311387	-0.105464031138674
5	18	17.7257754099892	0.274224590010765
6	16	17.8270340131175	-1.82703401311751
7	20	20.9669353500886	-0.96693535008861
8	16	22.5176755215724	-6.51767552157243
9	18	22.3856971696195	-4.38569716961951
10	17	20.5758193389779	-3.57581933897792
11	23	22.4193009914530	0.580699008547041
12	30	22.3194415096782	7.6805584903218
13	23	15.2286232932766	7.77137670672336
14	18	19.1104416279066	-1.11044162790658
15	15	21.7839912762424	-6.7839912762424
16	12	17.9154785487290	-5.91547854872895
17	21	19.5685684943043	1.4314315056957
18	15	15.3238221486993	-0.323822148699272
19	20	19.788712464159	0.211287535840990
20	31	26.4316241603005	4.56837583969953
21	27	25.3037907067212	1.69620929327879
22	34	27.1245220182142	6.87547798178583
23	21	19.7497407961377	1.25025920386234
24	31	20.9877712435853	10.0122287564147
25	19	19.4202293168146	-0.420229316814631
26	16	20.3090786014135	-4.30907860141352
27	20	21.6269845815146	-1.62698458151457
28	21	18.3570448221492	2.64295517785077
29	22	22.0233101277447	-0.0233101277447478
30	17	19.5537828503148	-2.5537828503148
31	24	20.4827109912344	3.51728900876556
32	25	30.5896852562428	-5.5896852562428
33	26	26.6567312769232	-0.656731276923196
34	25	24.2234250890577	0.77657491094229
35	17	23.045122891964	-6.04512289196399
36	32	27.8972410979597	4.10275890204028
37	33	23.7555615557403	9.24443844425972
38	13	21.9687976203882	-8.96879762038819
39	32	27.9120428867192	4.08795711328084
40	25	25.9293572358744	-0.929357235874388
41	29	27.0874697124605	1.91253028753948
42	22	22.1267767157679	-0.126776715767941
43	18	17.3192233527807	0.68077664721929
44	17	21.7607618394586	-4.76076183945861
45	20	22.3547629906172	-2.35476299061719
46	15	20.5459877648588	-5.54598776485879
47	20	22.2319043156402	-2.23190431564016
48	33	28.2261560042653	4.77384399573473
49	29	22.251296402594	6.748703597406
50	23	26.6319917607078	-3.63199176070779
51	26	23.3339380863289	2.66606191367113
52	18	19.0572045568099	-1.05720455680992
53	20	18.8533677442963	1.14663225570374
54	11	11.8569662519076	-0.856966251907634
55	28	29.1391504790434	-1.13915047904337
56	26	23.4322971143043	2.56770288569571
57	22	22.3892075268383	-0.389207526838317
58	17	20.2377578196325	-3.23775781963248
59	12	15.5903486600183	-3.59034866001828
60	14	20.9635424700856	-6.96354247008556
61	17	20.8710718404720	-3.87107184047204
62	21	21.3887032327798	-0.388703232779782
63	19	22.9992127997300	-3.99921279972996
64	18	23.2468530520286	-5.24685305202856
65	10	17.9645501066113	-7.96455010661135
66	29	24.3941848397898	4.60581516021023
67	31	18.5938095723147	12.4061904276853
68	19	23.0436062933947	-4.04360629339472
69	9	20.1246989779693	-11.1246989779693
70	20	22.6014881321463	-2.60148813214627
71	28	17.6934201313888	10.3065798686112
72	19	18.2554133704473	0.744586629552658
73	30	23.1781656827485	6.82183431725154
74	29	27.141265190523	1.85873480947699
75	26	21.5186496600315	4.48135033996848
76	23	19.6117121946776	3.38828780532242
77	13	22.7696306151473	-9.76963061514733
78	21	22.7069504145405	-1.70695041454046
79	19	21.5925083983795	-2.59250839837946
80	28	22.9773775695174	5.0226224304826
81	23	25.6717631113499	-2.67176311134988
82	18	13.9193783112761	4.0806216887239
83	21	20.7675259412847	0.232474058715269
84	20	21.8939221074588	-1.89392210745884
85	23	20.0325488218293	2.9674511781707
86	21	20.8145797835144	0.185420216485577
87	21	21.8549708563638	-0.854970856363817
88	15	22.9601236544929	-7.96012365449285
89	28	27.2899074036207	0.710092596379332
90	19	17.6895099895324	1.31049001046759
91	26	21.2437539562323	4.75624604376766
92	10	13.3592202085389	-3.35922020853889
93	16	17.1550179477001	-1.15501794770006
94	22	21.1473255205123	0.852674479487732
95	19	18.9152072305155	0.084792769484549
96	31	28.8638754075329	2.1361245924671
97	31	25.230379417261	5.76962058273899
98	29	24.8223758205617	4.17762417943828
99	19	17.4600071161139	1.53999288388611
100	22	18.9197725283673	3.08022747163268
101	23	22.4440405076684	0.555959492331635
102	15	16.2213007844847	-1.22130078448468
103	20	21.4067774452657	-1.40677744526568
104	18	19.5916965986423	-1.59169659864227
105	23	22.1310549953480	0.868945004652024
106	25	20.8917425925028	4.1082574074972
107	21	16.6248088962977	4.37519110370226
108	24	19.5405088901123	4.4594911098877
109	25	25.2842542064876	-0.284254206487617
110	17	19.5415733289438	-2.54157332894384
111	13	14.5909200347790	-1.59092003477895
112	28	18.3120659854546	9.68793401454535
113	21	20.3272159802936	0.6727840197064
114	25	28.2402549727791	-3.24025497277912
115	9	21.0230657884603	-12.0230657884603
116	16	17.8649936604446	-1.86499366044457
117	19	21.1927565169446	-2.19275651694458
118	17	19.5105598387774	-2.51055983877741
119	25	24.5423498928072	0.457650107192838
120	20	15.5110220361322	4.48897796386781
121	29	21.7283761640027	7.27162383599735
122	14	19.0319382805427	-5.03193828054266
123	22	26.9807843689066	-4.98078436890656
124	15	15.7566129258641	-0.756612925864104
125	19	25.4706403155968	-6.47064031559685
126	20	21.9365074008663	-1.93650740086628
127	15	17.5261183627754	-2.52611836277545
128	20	21.9219024004867	-1.92190240048673
129	18	20.3175223942078	-2.31752239420782
130	33	25.5749999931078	7.42500000689215
131	22	23.8817153183514	-1.88171531835138
132	16	16.5259552703765	-0.525955270376547
133	17	19.1237948992732	-2.1237948992732
134	16	15.1155579324758	0.884442067524166
135	21	17.1100391110055	3.88996088899452
136	26	27.6211796228832	-1.62117962288317
137	18	21.1341578075379	-3.13415780753787
138	18	23.0934916296008	-5.0934916296008
139	17	18.4649006478306	-1.46490064783056
140	22	24.8487332677922	-2.84873326779222
141	30	24.7935972513542	5.20640274864581
142	30	27.3647178144344	2.63528218556562
143	24	29.8857645038554	-5.88576450385544
144	21	22.0669167791498	-1.06691677914981
145	21	25.4142006337394	-4.41420063373936
146	29	27.4391935427261	1.56080645727388
147	31	23.2617927349301	7.73820726506992
148	20	19.0482023570498	0.951797642950214
149	16	14.1735795557976	1.82642044420244
150	22	19.0032235203552	2.99677647964480
151	20	20.5031787470075	-0.503178747007477
152	28	27.3118012168112	0.688198783188794
153	38	26.583623023071	11.4163769769290
154	22	19.2656066671754	2.73439333282455
155	20	25.7191898021532	-5.71918980215319
156	17	18.0567002627514	-1.05670026275139
157	28	24.5408332942379	3.45916670576211
158	22	24.1667158267939	-2.16671582679389
159	31	26.1156597616631	4.88434023833688

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.0970670411834895	0.194134082366979	0.90293295881651
11	0.352393731523613	0.704787463047226	0.647606268476387
12	0.74156617788104	0.51686764423792	0.25843382211896
13	0.754697183161802	0.490605633676396	0.245302816838198
14	0.725448476799823	0.549103046400353	0.274551523200177
15	0.722233126029996	0.555533747940007	0.277766873970004
16	0.652328725037222	0.695342549925555	0.347671274962778
17	0.572386757170525	0.85522648565895	0.427613242829475
18	0.541859497637909	0.916281004724181	0.458140502362091
19	0.474676882035403	0.949353764070806	0.525323117964597
20	0.505842719187052	0.988314561625896	0.494157280812948
21	0.459536798899325	0.91907359779865	0.540463201100675
22	0.461502265611502	0.923004531223005	0.538497734388498
23	0.395967432341982	0.791934864683964	0.604032567658018
24	0.650396796150225	0.69920640769955	0.349603203849775
25	0.581470407835878	0.837059184328244	0.418529592164122
26	0.552969220894671	0.894061558210657	0.447030779105329
27	0.489233382874032	0.978466765748064	0.510766617125968
28	0.439443819618758	0.878887639237515	0.560556180381242
29	0.375597317633610	0.751194635267219	0.62440268236639
30	0.320272790689225	0.640545581378449	0.679727209310775
31	0.362962080075656	0.725924160151311	0.637037919924344
32	0.438468280861995	0.87693656172399	0.561531719138005
33	0.392390874340821	0.784781748681642	0.607609125659179
34	0.386176222459661	0.772352444919323	0.613823777540339
35	0.402482234718931	0.804964469437862	0.597517765281069
36	0.383170354519848	0.766340709039697	0.616829645480152
37	0.539788976030688	0.920422047938623	0.460211023969312
38	0.73767220309543	0.524655593809139	0.262327796904570
39	0.728582167918444	0.542835664163112	0.271417832081556
40	0.686842139765152	0.626315720469696	0.313157860234848
41	0.657662002555667	0.684675994888666	0.342337997444333
42	0.605746714932373	0.788506570135253	0.394253285067627
43	0.556564012347503	0.886871975304993	0.443435987652497
44	0.541855768363441	0.916288463273118	0.458144231636559
45	0.515587584987365	0.96882483002527	0.484412415012635
46	0.546926613300943	0.906146773398114	0.453073386699057
47	0.506503583740718	0.986992832518563	0.493496416259282
48	0.491527670012515	0.98305534002503	0.508472329987485
49	0.54704240948749	0.90591518102502	0.45295759051251
50	0.522499161639749	0.955001676720502	0.477500838360251
51	0.485541443518318	0.971082887036637	0.514458556481682
52	0.436830760327896	0.873661520655792	0.563169239672104
53	0.394804059908958	0.789608119817915	0.605195940091042
54	0.350259686286478	0.700519372572955	0.649740313713522
55	0.311852434600522	0.623704869201044	0.688147565399478
56	0.282223187865935	0.56444637573187	0.717776812134065
57	0.241965379222740	0.483930758445479	0.75803462077726
58	0.220249249740724	0.440498499481447	0.779750750259276
59	0.206116926157581	0.412233852315162	0.793883073842419
60	0.258733346736541	0.517466693473082	0.741266653263459
61	0.252500930293199	0.505001860586398	0.747499069706801
62	0.216592098711134	0.433184197422268	0.783407901288866
63	0.205460321136167	0.410920642272335	0.794539678863832
64	0.246312726510433	0.492625453020866	0.753687273489567
65	0.321923587485327	0.643847174970653	0.678076412514673
66	0.320250691587811	0.640501383175622	0.679749308412189
67	0.642022353647022	0.715955292705957	0.357977646352978
68	0.637200125177771	0.725599749644458	0.362799874822229
69	0.8266019964675	0.346796007064998	0.173398003532499
70	0.80682196869816	0.386356062603680	0.193178031301840
71	0.91941616535811	0.161167669283780	0.0805838346418899
72	0.900975203372913	0.198049593254174	0.0990247966270871
73	0.925424652008946	0.149150695982109	0.0745753479910544
74	0.911830087824751	0.176339824350498	0.0881699121752488
75	0.9135333219134	0.172933356173201	0.0864666780866007
76	0.90561310271734	0.18877379456532	0.09438689728266
77	0.96270940944963	0.0745811811007387	0.0372905905503694
78	0.953936011198765	0.0921279776024698	0.0460639888012349
79	0.945625289630345	0.108749420739309	0.0543747103696547
80	0.948571897875523	0.102856204248953	0.0514281021244765
81	0.939915985905969	0.120168028188062	0.060084014094031
82	0.938515674949129	0.122968650101742	0.0614843250508711
83	0.923338531636765	0.153322936726469	0.0766614683632347
84	0.90882303667518	0.182353926649642	0.0911769633248208
85	0.898561577993249	0.202876844013503	0.101438422006751
86	0.881092730286874	0.237814539426252	0.118907269713126
87	0.857342437349598	0.285315125300804	0.142657562650402
88	0.909265767454571	0.181468465090858	0.090734232545429
89	0.89123239772767	0.217535204544659	0.108767602272329
90	0.86929129928284	0.26141740143432	0.13070870071716
91	0.871560538888932	0.256878922222136	0.128439461111068
92	0.860819427534191	0.278361144931617	0.139180572465808
93	0.83722872999342	0.325542540013161	0.162771270006581
94	0.807972735470318	0.384054529059365	0.192027264529682
95	0.773282094046861	0.453435811906278	0.226717905953139
96	0.742048450518324	0.515903098963353	0.257951549481676
97	0.76213180222418	0.475736395551639	0.237868197775819
98	0.75606062493066	0.48787875013868	0.24393937506934
99	0.719275137739432	0.561449724521135	0.280724862260568
100	0.693707554077025	0.61258489184595	0.306292445922975
101	0.649913424931442	0.700173150137116	0.350086575068558
102	0.610430415302474	0.779139169395051	0.389569584697526
103	0.570858211782588	0.858283576434824	0.429141788217412
104	0.528404565927372	0.943190868145256	0.471595434072628
105	0.481823890237933	0.963647780475867	0.518176109762067
106	0.462415919556108	0.924831839112216	0.537584080443892
107	0.457827969709526	0.915655939419052	0.542172030290474
108	0.467894611120811	0.935789222241623	0.532105388879189
109	0.418048471439917	0.836096942879833	0.581951528560083
110	0.394670984620237	0.789341969240474	0.605329015379763
111	0.355851640083466	0.711703280166932	0.644148359916534
112	0.575223439591522	0.849553120816956	0.424776560408478
113	0.567343870842545	0.86531225831491	0.432656129157455
114	0.539389429135854	0.921221141728293	0.460610570864147
115	0.757170297981753	0.485659404036495	0.242829702018248
116	0.732994701241804	0.534010597516392	0.267005298758196
117	0.720593949600064	0.558812100799873	0.279406050399936
118	0.691732727760039	0.616534544479922	0.308267272239961
119	0.640849052583183	0.718301894833635	0.359150947416817
120	0.649751710913054	0.700496578173892	0.350248289086946
121	0.702047164437652	0.595905671124696	0.297952835562348
122	0.706619746256259	0.586760507487482	0.293380253743741
123	0.712383551522526	0.575232896954948	0.287616448477474
124	0.659179031869672	0.681641936260657	0.340820968130328
125	0.705189245566204	0.589621508867593	0.294810754433796
126	0.675340670345474	0.649318659309053	0.324659329654526
127	0.663677575151714	0.672644849696572	0.336322424848286
128	0.627186208535114	0.745627582929772	0.372813791464886
129	0.599799802557954	0.800400394884093	0.400200197442046
130	0.670663902252595	0.65867219549481	0.329336097747405
131	0.612975071225681	0.774049857548638	0.387024928774319
132	0.548631249414214	0.902737501171572	0.451368750585786
133	0.546504527371684	0.906990945256631	0.453495472628316
134	0.485063485107997	0.970126970215993	0.514936514892003
135	0.442524241104513	0.885048482209025	0.557475758895487
136	0.413629289551521	0.827258579103043	0.586370710448479
137	0.417216958397859	0.834433916795718	0.582783041602141
138	0.457091421954855	0.91418284390971	0.542908578045145
139	0.389298744105467	0.778597488210934	0.610701255894533
140	0.317194646521706	0.634389293043412	0.682805353478294
141	0.419416128333852	0.838832256667704	0.580583871666148
142	0.365062614194954	0.730125228389908	0.634937385805046
143	0.296876857386553	0.593753714773106	0.703123142613447
144	0.222858355679168	0.445716711358336	0.777141644320832
145	0.266401707577565	0.53280341515513	0.733598292422435
146	0.183729503285999	0.367459006571999	0.816270496714
147	0.238719425674762	0.477438851349524	0.761280574325238
148	0.147579571272891	0.295159142545783	0.852420428727109
149	0.0789849424412947	0.157969884882589	0.921015057558705

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	0	0	OK
10% type I error level	2	0.0142857142857143	OK