Multiple Linear Regression - Estimated Regression Equation

BloggedComputations[t] = + 5.23101691909382 + 0.0550170932436591Pop[t] + 0.000273837707920362TotalTime[t] -0.000207442763658941TotalTimep[t] -1.54069639035367Shared[t] + 1.61268853788542Sharedp[t] + 7.41737118861237e-05Characters[t] -0.000176880460979166Charactersp[t] -0.000261532410942069Writing[t] + 0.000497531519272444Writingp[t] + 0.497177928774624Hyperlinks[t] -0.085617578995313Hyperlinksp[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)	5.23101691909382	4.412443	1.1855	0.237664	0.118832
Pop	0.0550170932436591	5.759467	0.0096	0.992391	0.496195
TotalTime	0.000273837707920362	5.8e-05	4.6969	6e-06	3e-06
TotalTimep	-0.000207442763658941	7.8e-05	-2.6443	0.009045	0.004523
Shared	-1.54069639035367	0.70889	-2.1734	0.031299	0.01565
Sharedp	1.61268853788542	0.976499	1.6515	0.100701	0.05035
Characters	7.41737118861237e-05	6.5e-05	1.1418	0.255346	0.127673
Charactersp	-0.000176880460979166	0.000138	-1.2784	0.203048	0.101524
Writing	-0.000261532410942069	0.000127	-2.0528	0.041805	0.020903
Writingp	0.000497531519272444	0.000169	2.9355	0.003848	0.001924
Hyperlinks	0.497177928774624	0.07637	6.5101	0	0
Hyperlinksp	-0.085617578995313	0.119357	-0.7173	0.474274	0.237137

Multiple Linear Regression - Regression Statistics
Multiple R	0.892682049177861
R-squared	0.796881240924386
Adjusted R-squared	0.782181857043914
F-TEST (value)	54.2118804028943
F-TEST (DF numerator)	11
F-TEST (DF denominator)	152
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	15.0477812963158
Sum Squared Residuals	34418.2297351462

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	65	84.0874701938678	-19.0874701938678
2	54	47.9522013830473	6.04779861695274
3	58	41.490033689606	16.509966310394
4	75	78.1052312438507	-3.10523124385067
5	41	37.8212319251922	3.17876807480782
6	0	23.0353580401277	-23.0353580401277
7	111	101.345600285474	9.65439971452586
8	1	16.5844897321596	-15.5844897321596
9	36	48.3599115237066	-12.3599115237066
10	60	59.8723013557759	0.127698644224104
11	63	71.8571183681634	-8.85711836816337
12	71	51.0536847627272	19.9463152372728
13	38	43.3333362384192	-5.33333623841923
14	76	77.1077573328898	-1.10775733288985
15	61	55.2800955172873	5.71990448271273
16	125	104.241609950644	20.7583900493557
17	84	81.7151675389157	2.28483246108427
18	69	73.4781482298368	-4.47814822983684
19	77	70.5476157707207	6.45238422927926
20	95	73.9198458399082	21.0801541600918
21	78	70.7379604229851	7.26203957701495
22	76	83.6387462874687	-7.63874628746872
23	40	37.5596705388345	2.44032946116548
24	81	64.5497448796077	16.4502551203923
25	102	79.1957297170426	22.8042702829574
26	70	64.0776911309683	5.92230886903171
27	75	66.4878397885032	8.51216021149684
28	93	73.4990289674963	19.5009710325037
29	42	39.4439601298844	2.55603987011564
30	95	78.049464815968	16.950535184032
31	87	70.6675680264409	16.3324319735591
32	44	66.6678739586146	-22.6678739586146
33	84	81.0335858807198	2.96641411928018
34	28	16.2372479868913	11.7627520131087
35	87	108.272454357908	-21.2724543579075
36	71	50.9368455365186	20.0631544634814
37	68	80.2148240200896	-12.2148240200896
38	50	53.2544369389522	-3.25443693895221
39	30	32.6616563633869	-2.66165636338691
40	86	77.1221442806173	8.87785571938267
41	75	71.4544449760062	3.5455550239938
42	46	45.6960348928395	0.303965107160464
43	52	55.932048510892	-3.93204851089197
44	31	33.3914751424362	-2.39147514243621
45	30	36.8770955469003	-6.87709554690033
46	70	95.9256545662984	-25.9256545662984
47	20	21.7198996912528	-1.7198996912528
48	84	84.3015848365348	-0.301584836534849
49	81	90.0702178220733	-9.07021782207327
50	79	72.3602821077255	6.63971789227447
51	70	62.2132579766284	7.78674202337164
52	8	12.7133627967481	-4.71336279674814
53	67	93.7667136876051	-26.7667136876051
54	21	21.6232749692066	-0.623274969206642
55	30	35.2213854040704	-5.22138540407043
56	70	70.6509440121861	-0.650944012186151
57	87	75.0632239162122	11.9367760837878
58	87	126.772796216946	-39.7727962169455
59	112	104.020715199617	7.9792848003825
60	54	44.5261015659192	9.47389843408081
61	96	93.4460357154159	2.55396428458407
62	93	104.391574625807	-11.3915746258072
63	49	44.7678875336637	4.2321124663363
64	49	67.5547523684064	-18.5547523684064
65	38	60.0622471947914	-22.0622471947914
66	64	61.4309059254884	2.56909407451155
67	62	63.7938915993555	-1.79389159935555
68	66	63.1480116552611	2.85198834473895
69	98	96.3089479968259	1.69105200317413
70	97	51.8937616375967	45.1062383624033
71	56	43.1344055893791	12.8655944106209
72	22	24.3305006704518	-2.33050067045176
73	51	48.8924500449473	2.10754995505271
74	56	58.9404161277866	-2.94041612778662
75	94	70.2813029263449	23.7186970736551
76	98	70.1462690048462	27.8537309951538
77	76	82.2766172117025	-6.27661721170253
78	57	46.7775928503151	10.2224071496849
79	75	59.0470598172895	15.9529401827105
80	48	56.5159132984125	-8.51591329841251
81	48	42.8094242205955	5.1905757794045
82	109	106.481604716629	2.51839528337055
83	27	40.8443109965265	-13.8443109965265
84	83	75.522488080781	7.47751191921898
85	49	42.2943652769338	6.70563472306624
86	24	27.3740466869973	-3.37404668699733
87	43	51.427312567799	-8.42731256779896
88	44	56.8803346841615	-12.8803346841615
89	49	54.3554106476365	-5.35541064763646
90	106	84.9909414260495	21.0090585739505
91	42	49.0060937647206	-7.00609376472056
92	108	100.595410729173	7.40458927082678
93	27	41.5273019928114	-14.5273019928114
94	79	74.3079697266347	4.69203027336529
95	49	68.3135352570994	-19.3135352570994
96	64	66.1455175336696	-2.1455175336696
97	75	88.3183670274341	-13.3183670274341
98	115	100.423346199884	14.5766538001163
99	92	76.8419458138824	15.1580541861176
100	106	127.291592073956	-21.2915920739562
101	73	50.4201781384928	22.5798218615072
102	105	95.4618790825724	9.53812091742759
103	30	31.3968073214977	-1.3968073214977
104	13	28.7537399175996	-15.7537399175996
105	69	54.2066843002152	14.7933156997848
106	72	85.0693527265666	-13.0693527265666
107	80	65.2786461215476	14.7213538784524
108	106	85.9777165988795	20.0222834011205
109	28	41.9947865423977	-13.9947865423977
110	70	53.7442460453471	16.2557539546529
111	51	66.5121376843779	-15.5121376843779
112	90	78.6439599206428	11.3560400793572
113	12	15.5402875630623	-3.54028756306232
114	84	65.9601792759769	18.0398207240231
115	23	26.8495725537167	-3.84957255371668
116	57	44.0658697195859	12.9341302804141
117	84	101.720289145441	-17.7202891454407
118	4	9.80512639282389	-5.80512639282389
119	56	62.4432564688019	-6.44325646880193
120	18	30.829871148956	-12.829871148956
121	86	73.9414151734392	12.0585848265608
122	39	54.3783985576854	-15.3783985576854
123	16	17.2710510395607	-1.27105103956069
124	18	36.8262682075858	-18.8262682075858
125	16	16.8071452308028	-0.807145230802794
126	42	37.3592131845309	4.64078681546913
127	75	79.0033604603835	-4.00336046038347
128	30	81.7169498857854	-51.7169498857854
129	104	91.764609124407	12.235390875593
130	121	91.8967399410932	29.1032600589068
131	106	118.156566713185	-12.1565667131849
132	57	57.6408536257911	-0.640853625791073
133	28	30.6075776907531	-2.60757769075314
134	56	60.0352817197873	-4.03528171978734
135	81	98.1701763385831	-17.1701763385831
136	2	13.8156766833452	-11.8156766833452
137	88	105.459668551736	-17.4596685517361
138	41	46.4729016061798	-5.47290160617983
139	83	75.7411822528602	7.25881774713985
140	55	64.2786044260382	-9.27860442603822
141	3	22.2807243517347	-19.2807243517347
142	54	75.9051608855545	-21.9051608855545
143	89	90.7597570425849	-1.75975704258492
144	41	22.3385964513183	18.6614035486817
145	94	75.688653354855	18.311346645145
146	101	37.4284942692327	63.5715057307673
147	70	67.4510380913641	2.5489619086359
148	111	106.790184630044	4.20981536995607
149	0	5.9339633401233	-5.9339633401233
150	4	9.57734286130988	-5.57734286130988
151	0	5.29254071687509	-5.29254071687509
152	0	5.31624371197642	-5.31624371197642
153	0	3.69032052874014	-3.69032052874014
154	0	5.23101691909381	-5.23101691909381
155	42	57.4810824982282	-15.4810824982282
156	97	87.2326835763452	9.7673164236548
157	0	5.28603401233748	-5.28603401233748
158	0	5.29951218602254	-5.29951218602254
159	7	9.0663396341048	-2.0663396341048
160	12	18.1757864771386	-6.17578647713859
161	0	9.81283336723554	-9.81283336723554
162	37	17.7031642491645	19.2968357508355
163	0	5.49636565806864	-5.49636565806864
164	39	47.0548740977344	-8.05487409773441

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
15	0.0694869885396501	0.1389739770793	0.93051301146035
16	0.0692046351942425	0.138409270388485	0.930795364805758
17	0.0264700815606807	0.0529401631213613	0.973529918439319
18	0.01491051254671	0.0298210250934199	0.98508948745329
19	0.0618952625571303	0.123790525114261	0.93810473744287
20	0.0774353619321268	0.154870723864254	0.922564638067873
21	0.0476134964890238	0.0952269929780476	0.952386503510976
22	0.0402813600598594	0.0805627201197188	0.959718639940141
23	0.0227222535006521	0.0454445070013042	0.977277746499348
24	0.0123737970498335	0.024747594099667	0.987626202950167
25	0.00786334434334141	0.0157266886866828	0.992136655656659
26	0.00949196429010925	0.0189839285802185	0.990508035709891
27	0.0051336346151476	0.0102672692302952	0.994866365384852
28	0.00580640808436676	0.0116128161687335	0.994193591915633
29	0.00342198458295413	0.00684396916590826	0.996578015417046
30	0.00195358410618473	0.00390716821236946	0.998046415893815
31	0.0457482038302359	0.0914964076604717	0.954251796169764
32	0.191325472142172	0.382650944284345	0.808674527857828
33	0.167004485839824	0.334008971679648	0.832995514160176
34	0.151231832126923	0.302463664253846	0.848768167873077
35	0.249816097582444	0.499632195164889	0.750183902417556
36	0.242444255997248	0.484888511994496	0.757555744002752
37	0.221013916123696	0.442027832247392	0.778986083876304
38	0.19319369277855	0.3863873855571	0.80680630722145
39	0.16709233273074	0.33418466546148	0.83290766726926
40	0.14039872921597	0.28079745843194	0.85960127078403
41	0.111385228865774	0.222770457731549	0.888614771134226
42	0.0898102505821666	0.179620501164333	0.910189749417833
43	0.0684688012649325	0.136937602529865	0.931531198735068
44	0.0507672122727391	0.101534424545478	0.949232787727261
45	0.0375427883781965	0.0750855767563929	0.962457211621804
46	0.0581157370098466	0.116231474019693	0.941884262990153
47	0.0430115736538298	0.0860231473076597	0.95698842634617
48	0.0315150466341815	0.0630300932683629	0.968484953365819
49	0.0281575643284027	0.0563151286568054	0.971842435671597
50	0.0205208387627857	0.0410416775255714	0.979479161237214
51	0.0149787629229292	0.0299575258458583	0.985021237077071
52	0.0132444460421872	0.0264888920843743	0.986755553957813
53	0.0354465482965348	0.0708930965930697	0.964553451703465
54	0.0265101119869235	0.053020223973847	0.973489888013076
55	0.0201787161588271	0.0403574323176541	0.979821283841173
56	0.0150303128178298	0.0300606256356597	0.98496968718217
57	0.0134867359687173	0.0269734719374347	0.986513264031283
58	0.133867505826609	0.267735011653217	0.866132494173391
59	0.11375737041828	0.22751474083656	0.88624262958172
60	0.0989409939416542	0.197881987883308	0.901059006058346
61	0.0811731092421001	0.1623462184842	0.9188268907579
62	0.070846255447707	0.141692510895414	0.929153744552293
63	0.0556868134019943	0.111373626803989	0.944313186598006
64	0.0624255487827889	0.124851097565578	0.937574451217211
65	0.0864852445675232	0.172970489135046	0.913514755432477
66	0.0686082644913122	0.137216528982624	0.931391735508688
67	0.0628279993356467	0.125655998671293	0.937172000664353
68	0.0496601302684294	0.0993202605368589	0.950339869731571
69	0.0442742842512522	0.0885485685025045	0.955725715748748
70	0.210790324959398	0.421580649918797	0.789209675040602
71	0.192911086197383	0.385822172394767	0.807088913802617
72	0.170430362010726	0.340860724021453	0.829569637989274
73	0.141934386294342	0.283868772588684	0.858065613705658
74	0.124143549418078	0.248287098836156	0.875856450581922
75	0.190953289176757	0.381906578353513	0.809046710823243
76	0.269276709799279	0.538553419598558	0.730723290200721
77	0.237951053112251	0.475902106224501	0.762048946887749
78	0.239759082057919	0.479518164115839	0.760240917942081
79	0.249425606868392	0.498851213736784	0.750574393131608
80	0.223880667581905	0.447761335163809	0.776119332418095
81	0.193966023924025	0.387932047848051	0.806033976075975
82	0.170720756333477	0.341441512666953	0.829279243666523
83	0.163702466037915	0.32740493207583	0.836297533962085
84	0.147227394900481	0.294454789800962	0.852772605099519
85	0.126122351964569	0.252244703929139	0.873877648035431
86	0.108396454821373	0.216792909642745	0.891603545178627
87	0.102050633686939	0.204101267373879	0.897949366313061
88	0.0984319871102858	0.196863974220572	0.901568012889714
89	0.0844982789326835	0.168996557865367	0.915501721067316
90	0.105423746087732	0.210847492175464	0.894576253912268
91	0.0914066681383053	0.182813336276611	0.908593331861695
92	0.0807340579763255	0.161468115952651	0.919265942023675
93	0.0798142692691369	0.159628538538274	0.920185730730863
94	0.0647041069984585	0.129408213996917	0.935295893001541
95	0.0734340229910202	0.14686804598204	0.92656597700898
96	0.0586791159208186	0.117358231841637	0.941320884079181
97	0.0547123239163056	0.109424647832611	0.945287676083694
98	0.0575082767170333	0.115016553434067	0.942491723282967
99	0.0620957401725226	0.124191480345045	0.937904259827477
100	0.0658946732497992	0.131789346499598	0.934105326750201
101	0.102638565650098	0.205277131300196	0.897361434349902
102	0.101480645040617	0.202961290081234	0.898519354959383
103	0.082444767661986	0.164889535323972	0.917555232338014
104	0.0802891073902781	0.160578214780556	0.919710892609722
105	0.0852077751561198	0.17041555031224	0.91479222484388
106	0.0757797049208617	0.151559409841723	0.924220295079138
107	0.0734739092879879	0.146947818575976	0.926526090712012
108	0.0836058539161731	0.167211707832346	0.916394146083827
109	0.0765994263686873	0.153198852737375	0.923400573631313
110	0.0826995993595276	0.165399198719055	0.917300400640472
111	0.0728688751534357	0.145737750306871	0.927131124846564
112	0.0718174404863854	0.143634880972771	0.928182559513615
113	0.0570704635949452	0.11414092718989	0.942929536405055
114	0.0744573500345413	0.148914700069083	0.925542649965459
115	0.0586753500875579	0.117350700175116	0.941324649912442
116	0.054544862321518	0.109089724643036	0.945455137678482
117	0.0702316122074278	0.140463224414856	0.929768387792572
118	0.0565596206528986	0.113119241305797	0.943440379347101
119	0.0577653056793673	0.115530611358735	0.942234694320633
120	0.0485598703748492	0.0971197407496983	0.951440129625151
121	0.0451742319625385	0.090348463925077	0.954825768037462
122	0.0588254605352214	0.117650921070443	0.941174539464779
123	0.0466080362451227	0.0932160724902453	0.953391963754877
124	0.0431089944312639	0.0862179888625278	0.956891005568736
125	0.0314938490795402	0.0629876981590805	0.96850615092046
126	0.0253405284636745	0.050681056927349	0.974659471536325
127	0.0179560605035585	0.0359121210071171	0.982043939496441
128	0.298791053446494	0.597582106892988	0.701208946553506
129	0.282945442957671	0.565890885915341	0.717054557042329
130	0.411977245129444	0.823954490258887	0.588022754870557
131	0.41690282830039	0.83380565660078	0.58309717169961
132	0.355600100451599	0.711200200903198	0.644399899548401
133	0.297776447563153	0.595552895126305	0.702223552436847
134	0.244146597083943	0.488293194167885	0.755853402916057
135	0.207351644962225	0.41470328992445	0.792648355037775
136	0.467095274457173	0.934190548914346	0.532904725542827
137	0.470061476812214	0.940122953624429	0.529938523187786
138	0.603598759870631	0.792802480258739	0.396401240129369
139	0.782272392041778	0.435455215916445	0.217727607958222
140	0.777341984671858	0.445316030656284	0.222658015328142
141	0.855923989613067	0.288152020773866	0.144076010386933
142	0.813114722778667	0.373770554442667	0.186885277221333
143	0.735326170792196	0.529347658415607	0.264673829207804
144	0.725566037920505	0.548867924158991	0.274433962079495
145	0.98557851316104	0.0288429736779195	0.0144214868389598
146	0.999976645399006	4.67092019874407e-05	2.33546009937203e-05
147	0.999919811213757	0.000160377572486273	8.01887862431365e-05
148	0.999311408788526	0.00137718242294843	0.000688591211474214
149	0.999999946183837	1.07632326413459e-07	5.38161632067294e-08

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	6	0.0444444444444444	NOK
5% type I error level	21	0.155555555555556	NOK
10% type I error level	39	0.288888888888889	NOK