Multiple Linear Regression - Estimated Regression Equation

Hyperlinks[t] = -2.72091060876541 + 0.643180557057527BloggedComputation[t] -0.00010051060257505TotalTime[t] + 0.171773186400884Shared[t] + 0.000146690703808133Charachters[t] + 0.000593991489504713Writing[t] + 0.0379900431965983t + 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)	-2.72091060876541	5.025306	-0.5414	0.588971	0.294485
BloggedComputation	0.643180557057527	0.08075	7.9651	0	0
TotalTime	-0.00010051060257505	4.9e-05	-2.0422	0.042801	0.021401
Shared	0.171773186400884	0.59896	0.2868	0.774655	0.387327
Charachters	0.000146690703808133	6.6e-05	2.2098	0.028567	0.014284
Writing	0.000593991489504713	9.3e-05	6.4081	0	0
t	0.0379900431965983	0.032462	1.1703	0.243656	0.121828

Multiple Linear Regression - Regression Statistics
Multiple R	0.91098666538066
R-squared	0.829896704501375
Adjusted R-squared	0.823395941616078
F-TEST (value)	127.661432841718
F-TEST (DF numerator)	6
F-TEST (DF denominator)	157
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	18.4687572824823
Sum Squared Residuals	53551.9143028009

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	127	106.585503243158	20.4144967568423
2	90	84.8643999536739	5.13560004632606
3	68	78.1408446731577	-10.1408446731577
4	111	91.0684612011309	19.9315387988691
5	51	52.7261609817579	-1.72616098175789
6	33	22.7436461286619	10.2563538713381
7	123	141.756664019708	-18.7566640197078
8	5	2.35066661885991	2.64933338114009
9	63	57.2717974230816	5.72820257691842
10	66	70.1280837743371	-4.12808377433714
11	99	95.9837875670676	3.01621243293236
12	72	75.6765137227303	-3.67651372273031
13	55	54.4533858554101	0.54661414458986
14	116	84.718824684975	31.281175315025
15	71	71.1927441238608	-0.192744123860818
16	125	139.158537332369	-14.1585373323687
17	123	117.259220409195	5.74077959080498
18	74	80.2301313291736	-6.23013132917355
19	116	96.1401847383619	19.8598152616381
20	117	102.935605357434	14.0643946425657
21	98	103.367195004071	-5.36719500407105
22	101	91.4880648698371	9.51193513016292
23	43	51.2506160388612	-8.25061603886117
24	103	90.3729960367704	12.6270039632296
25	107	101.916720316354	5.08327968364557
26	77	86.3027647172076	-9.30276471720763
27	87	97.4223394248901	-10.4223394248901
28	99	109.568273866364	-10.5682738663645
29	46	46.4634430690038	-0.46344306900379
30	96	118.274426918399	-22.2744269183993
31	92	125.011727073899	-33.0117270738988
32	96	58.9845955597443	37.0154044402557
33	96	119.001888836203	-23.0018888362027
34	15	27.0972091236965	-12.0972091236965
35	147	136.344357415147	10.6556425848528
36	56	71.4874720036648	-15.4874720036648
37	81	108.784884746921	-27.7848847469211
38	69	64.7280885189733	4.2719114810267
39	34	41.5869039863312	-7.58690398633117
40	98	108.630685526425	-10.6306855264248
41	82	97.5204342006593	-15.5204342006593
42	64	52.5960259383704	11.4039740616296
43	61	86.8639447060739	-25.8639447060739
44	45	39.6809477027144	5.31905229728562
45	37	49.441958150991	-12.441958150991
46	64	75.5865866996326	-11.5865866996326
47	21	43.0355379548078	-22.0355379548078
48	104	92.4215154652698	11.5784845347302
49	126	125.516471008011	0.483528991988618
50	104	89.2493816225453	14.7506183774547
51	87	89.096926383965	-2.09692638396504
52	7	11.7806532520474	-4.78065325204743
53	130	98.7571639063276	31.2428360936724
54	21	26.8495667888428	-5.84956678884282
55	35	41.1955316840294	-6.19553168402937
56	97	90.8413604966619	6.15863950333808
57	103	118.584282615443	-15.5842826154433
58	210	131.714204283999	78.2857957160008
59	151	145.479608520946	5.52039147905402
60	57	60.7033372433145	-3.70333724331451
61	117	143.724887061655	-26.724887061655
62	152	145.48007745198	6.51992254802004
63	52	57.208408929791	-5.20840892979096
64	83	70.3978815293167	12.6021184706833
65	87	81.7886934669961	5.21130653300387
66	80	86.7782776596263	-6.77827765962625
67	88	79.6576727182141	8.34232728178588
68	83	87.0632316656204	-4.06323166562041
69	140	107.392214900443	32.6077850995567
70	76	102.282668461172	-26.2826684611717
71	70	71.8931644359806	-1.89316443598055
72	26	25.6815153882619	0.318484611738113
73	66	73.833012313066	-7.83301231306605
74	89	70.4909387051593	18.5090612948408
75	100	93.1334993531806	6.86650064681944
76	98	103.705128068983	-5.70512806898325
77	109	111.994235441397	-2.99423544139655
78	51	98.9984249863036	-47.9984249863036
79	82	76.3034929814751	5.69650701852489
80	65	59.6207646318253	5.3792353681747
81	46	57.3335319521235	-11.3335319521235
82	104	117.754956528969	-13.7549565289695
83	36	50.2308249441091	-14.2308249441091
84	123	97.2526548941066	25.7473451058934
85	59	65.3333497619772	-6.33334976197725
86	27	23.1601181560656	3.83988184393436
87	84	64.0873448661046	19.9126551338953
88	61	68.6823377943913	-7.68233779439129
89	46	81.0032646872633	-35.0032646872633
90	125	109.018839041709	15.9811609582913
91	58	57.8984327295248	0.101567270475245
92	152	116.702966496918	35.2970335030824
93	52	44.0699417917229	7.93005820827714
94	85	84.3965689019246	0.60343109807545
95	95	76.6027023260392	18.3972976739608
96	78	86.7222741086034	-8.72227410860337
97	144	121.727734645952	22.272265354048
98	149	158.066651889634	-9.06665188963393
99	101	120.730716771213	-19.7307167712128
100	205	157.240566283675	47.7594337163248
101	61	97.6363497042424	-36.6363497042424
102	145	142.531121014834	2.46887898516553
103	28	41.5737107992219	-13.5737107992219
104	49	24.0054626479493	24.9945373520507
105	68	78.7278259642081	-10.727825964208
106	142	96.5878585340309	45.4121414659691
107	82	101.926973955851	-19.9269739558506
108	105	119.7518191996	-14.7518191996
109	52	88.4290882209249	-36.4290882209249
110	56	60.5820220558847	-4.58202205588465
111	81	96.9332905904786	-15.9332905904786
112	100	95.8012627805327	4.19873721946726
113	11	10.625457787519	0.37454221248105
114	87	92.2030388959692	-5.20303889596924
115	31	29.2200676192164	1.77993238078361
116	67	50.6832661328376	16.3167338671624
117	150	132.471401011632	17.5285989883678
118	4	6.27731868530436	-2.27731868530436
119	75	90.1356675624366	-15.1356675624366
120	39	20.1423485519593	18.8576514480407
121	88	114.310769505873	-26.3107695058727
122	67	63.4607780518418	3.53922194815819
123	24	25.4684895636169	-1.46848956361691
124	58	40.1813442664356	17.8186557335644
125	16	18.07052207918	-2.07052207918
126	49	60.5405718033242	-11.5405718033242
127	109	100.814976790922	8.18502320907841
128	124	71.6655292767096	52.3344707232904
129	115	135.38270373667	-20.3827037366705
130	128	151.472477879617	-23.4724778796174
131	159	164.656932349085	-5.65693234908453
132	75	78.7059579430831	-3.70595794308313
133	30	47.1356918830747	-17.1356918830747
134	83	70.8866394055094	12.1133605944906
135	135	119.64656005712	15.3534399428799
136	8	13.4072632081588	-5.40726320815878
137	115	111.082087584966	3.91791241503397
138	60	52.1517451258077	7.84825487419227
139	99	113.462809218145	-14.4628092181448
140	98	70.705230946616	27.294769053384
141	36	9.01271678443889	26.9872832155611
142	93	83.3652102264807	9.63478977351934
143	158	108.52379482375	49.4762051762499
144	16	24.158480663451	-8.15848066345096
145	100	109.491439567528	-9.4914395675284
146	49	93.4364333913222	-44.4364333913222
147	89	104.439823228992	-15.439823228992
148	153	138.380121604251	14.6198783957491
149	0	4.4855645051357	-4.4855645051357
150	5	9.68155079339948	-4.68155079339948
151	0	3.00573587486858	-3.00573587486858
152	0	3.00784363294589	-3.00784363294589
153	0	3.26333918671502	-3.26333918671502
154	0	3.12955604351073	-3.12955604351073
155	80	61.6374594035887	18.3625405964113
156	122	118.051782913131	3.94821708686939
157	0	3.24352617310053	-3.24352617310053
158	0	3.26111256397439	-3.26111256397439
159	6	9.8608477209667	-3.8608477209667
160	13	20.0684030778161	-7.06840307781613
161	3	6.7636492301544	-3.7636492301544
162	18	29.5663555154863	-11.5663555154863
163	0	3.37407165838489	-3.37407165838489
164	49	50.5075254882256	-1.50752548822558

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.00106171639258938	0.00212343278517876	0.998938283607411
11	0.00528943321446478	0.0105788664289296	0.994710566785535
12	0.00104303432868087	0.00208606865736174	0.998956965671319
13	0.000537576023038647	0.00107515204607729	0.999462423976961
14	0.141199752320052	0.282399504640103	0.858800247679948
15	0.0840882337209499	0.1681764674419	0.91591176627905
16	0.129726587484064	0.259453174968129	0.870273412515935
17	0.109718896338	0.219437792675999	0.890281103662
18	0.076282399593938	0.152564799187876	0.923717600406062
19	0.0486388227146846	0.0972776454293692	0.951361177285315
20	0.0324983132962256	0.0649966265924512	0.967501686703774
21	0.0301530041831467	0.0603060083662933	0.969846995816853
22	0.0434498756717975	0.086899751343595	0.956550124328203
23	0.033066449550161	0.0661328991003221	0.966933550449839
24	0.022177352214913	0.044354704429826	0.977822647785087
25	0.0134940045030569	0.0269880090061138	0.986505995496943
26	0.010662789951036	0.0213255799020719	0.989337210048964
27	0.00695971730257606	0.0139194346051521	0.993040282697424
28	0.00442918165227727	0.00885836330455454	0.995570818347723
29	0.00259016567385968	0.00518033134771935	0.99740983432614
30	0.00203055862163444	0.00406111724326888	0.997969441378366
31	0.00479091359811421	0.00958182719622843	0.995209086401886
32	0.0503609585726339	0.100721917145268	0.949639041427366
33	0.0392103309358744	0.0784206618717487	0.960789669064126
34	0.0414185792620338	0.0828371585240676	0.958581420737966
35	0.0640029231844739	0.128005846368948	0.935997076815526
36	0.0523381145042342	0.104676229008468	0.947661885495766
37	0.0490102410797585	0.098020482159517	0.950989758920242
38	0.0408157074760983	0.0816314149521965	0.959184292523902
39	0.0295611571147304	0.0591223142294607	0.97043884288527
40	0.0214831569333765	0.042966313866753	0.978516843066623
41	0.0158484031877553	0.0316968063755107	0.984151596812245
42	0.0147513226155399	0.0295026452310798	0.98524867738446
43	0.0149728928307252	0.0299457856614505	0.985027107169275
44	0.0111054107903181	0.0222108215806362	0.988894589209682
45	0.00906418120304071	0.0181283624060814	0.990935818796959
46	0.00761112789528952	0.015222255790579	0.99238887210471
47	0.00699547971059822	0.0139909594211964	0.993004520289402
48	0.00688077815097604	0.0137615563019521	0.993119221849024
49	0.00487870802898005	0.0097574160579601	0.99512129197102
50	0.00523491172533755	0.0104698234506751	0.994765088274662
51	0.00358410065452447	0.00716820130904894	0.996415899345476
52	0.00242170690106122	0.00484341380212244	0.997578293098939
53	0.0114765012080468	0.0229530024160935	0.988523498791953
54	0.00849567153291025	0.0169913430658205	0.99150432846709
55	0.00605654328378426	0.0121130865675685	0.993943456716216
56	0.00449915602314589	0.00899831204629179	0.995500843976854
57	0.00473208716295214	0.00946417432590428	0.995267912837048
58	0.371922126467531	0.743844252935062	0.628077873532469
59	0.330756254203162	0.661512508406324	0.669243745796838
60	0.295253974776147	0.590507949552295	0.704746025223853
61	0.369644423287538	0.739288846575075	0.630355576712462
62	0.326778750733698	0.653557501467397	0.673221249266302
63	0.286528614677151	0.573057229354303	0.713471385322849
64	0.260176913238705	0.52035382647741	0.739823086761295
65	0.22426418402938	0.448528368058761	0.775735815970619
66	0.193961452441836	0.387922904883671	0.806038547558165
67	0.168986720498043	0.337973440996086	0.831013279501957
68	0.141117535175825	0.282235070351649	0.858882464824175
69	0.180408398409985	0.360816796819969	0.819591601590015
70	0.228596264083808	0.457192528167617	0.771403735916192
71	0.194445405554004	0.388890811108009	0.805554594445996
72	0.164668620409166	0.329337240818332	0.835331379590834
73	0.142111995199831	0.284223990399663	0.857888004800169
74	0.133839546628574	0.267679093257148	0.866160453371426
75	0.112115984490624	0.224231968981247	0.887884015509376
76	0.0946466242031593	0.189293248406319	0.905353375796841
77	0.0770782131012018	0.154156426202404	0.922921786898798
78	0.365296948338264	0.730593896676528	0.634703051661736
79	0.326812233716622	0.653624467433243	0.673187766283378
80	0.290574499872581	0.581148999745162	0.709425500127419
81	0.264907597229447	0.529815194458894	0.735092402770553
82	0.247453020335261	0.494906040670522	0.752546979664739
83	0.233216794656524	0.466433589313047	0.766783205343476
84	0.265665565949009	0.531331131898019	0.734334434050991
85	0.233075222502086	0.466150445004173	0.766924777497914
86	0.201793266513229	0.403586533026459	0.798206733486771
87	0.206708870557025	0.413417741114051	0.793291129442975
88	0.185581264907231	0.371162529814462	0.814418735092769
89	0.297252204495265	0.59450440899053	0.702747795504735
90	0.300041150061024	0.600082300122048	0.699958849938976
91	0.267716748736607	0.535433497473214	0.732283251263393
92	0.401143230790218	0.802286461580436	0.598856769209782
93	0.364103092797035	0.72820618559407	0.635896907202965
94	0.321096387087644	0.642192774175288	0.678903612912356
95	0.312623218289358	0.625246436578715	0.687376781710642
96	0.282593160857421	0.565186321714842	0.717406839142579
97	0.305154131544419	0.610308263088838	0.694845868455581
98	0.272989532533712	0.545979065067423	0.727010467466288
99	0.273219095253879	0.546438190507757	0.726780904746121
100	0.554101805954268	0.891796388091465	0.445898194045732
101	0.656085401090851	0.687829197818298	0.343914598909149
102	0.615444264647193	0.769111470705614	0.384555735352807
103	0.623881623902911	0.752236752194178	0.376118376097089
104	0.670703120702413	0.658593758595174	0.329296879297587
105	0.637141006129933	0.725717987740134	0.362858993870067
106	0.860776807532304	0.278446384935392	0.139223192467696
107	0.8595017373165	0.280996525366999	0.140498262683499
108	0.845692797551267	0.308614404897467	0.154307202448733
109	0.921683645145173	0.156632709709653	0.0783163548548266
110	0.901998065396249	0.196003869207502	0.0980019346037508
111	0.91475315318457	0.17049369363086	0.0852468468154301
112	0.89773000344787	0.204539993104259	0.10226999655213
113	0.872789669866723	0.254420660266554	0.127210330133277
114	0.844801270484452	0.310397459031095	0.155198729515548
115	0.812714574370264	0.374570851259472	0.187285425629736
116	0.835494455671147	0.329011088657706	0.164505544328853
117	0.822763867419459	0.354472265161083	0.177236132580542
118	0.785742546772972	0.428514906454057	0.214257453227028
119	0.791913463861923	0.416173072276154	0.208086536138077
120	0.818421981419481	0.363156037161038	0.181578018580519
121	0.847800709210069	0.304398581579861	0.15219929078993
122	0.813200180029809	0.373599639940382	0.186799819970191
123	0.773197761567425	0.45360447686515	0.226802238432575
124	0.753324017961973	0.493351964076055	0.246675982038027
125	0.706519597035244	0.586960805929511	0.293480402964756
126	0.682039783442101	0.635920433115799	0.317960216557899
127	0.632532745917756	0.734934508164488	0.367467254082244
128	0.844143482037732	0.311713035924536	0.155856517962268
129	0.85458098583409	0.290838028331821	0.14541901416591
130	0.870614237812861	0.258771524374279	0.12938576218714
131	0.878874559554629	0.242250880890742	0.121125440445371
132	0.861611685143753	0.276776629712493	0.138388314856247
133	0.916159285819047	0.167681428361906	0.083840714180953
134	0.889725610333664	0.220548779332672	0.110274389666336
135	0.862239833744608	0.275520332510784	0.137760166255392
136	0.823729528346774	0.352540943306451	0.176270471653226
137	0.81698150419776	0.36603699160448	0.18301849580224
138	0.768362225238661	0.463275549522677	0.231637774761339
139	0.934358497915035	0.131283004169931	0.0656415020849653
140	0.915741229161662	0.168517541676675	0.0842587708383377
141	0.905969226363064	0.188061547273872	0.0940307736369362
142	0.868164303035653	0.263671393928695	0.131835696964347
143	0.998918632281527	0.00216273543694624	0.00108136771847312
144	0.997608588776092	0.00478282244781497	0.00239141122390749
145	0.996170355609493	0.00765928878101397	0.00382964439050698
146	0.997785893721032	0.0044282125579362	0.0022141062789681
147	0.999997264472866	5.47105426744105e-06	2.73552713372053e-06
148	0.999986342812124	2.73143757515384e-05	1.36571878757692e-05
149	0.999958945744423	8.21085111532414e-05	4.10542555766207e-05
150	0.999880117661937	0.000239764676126709	0.000119882338063354
151	0.999458494634431	0.00108301073113762	0.000541505365568808
152	0.997803745473496	0.00439250905300809	0.00219625452650404
153	0.998468472085253	0.00306305582949375	0.00153152791474687
154	0.991173254054594	0.0176534918908122	0.00882674594540608

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	23	0.158620689655172	NOK
5% type I error level	42	0.289655172413793	NOK
10% type I error level	52	0.358620689655172	NOK