Multiple Linear Regression - Estimated Regression Equation

Compendium_Writing_total_number_of_included_blogs[t] = + 0.679759020827815 + 0.000233680416606398Total_Time_spent_in_RFC_in_seconds[t] + 0.624678261182517`Total_Number_of_Reviewed_Compendiums `[t] -0.016062144436757t + 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)	0.679759020827815	6.61527	0.1028	0.918304	0.459152
Total_Time_spent_in_RFC_in_seconds	0.000233680416606398	3.1e-05	7.4901	0	0
`Total_Number_of_Reviewed_Compendiums `	0.624678261182517	0.242809	2.5727	0.011131	0.005566
t	-0.016062144436757	0.045483	-0.3531	0.72451	0.362255

Multiple Linear Regression - Regression Statistics
Multiple R	0.751795590500741
R-squared	0.565196609896358
Adjusted R-squared	0.555879394394137
F-TEST (value)	60.661536674947
F-TEST (DF numerator)	3
F-TEST (DF denominator)	140
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	20.2329782570665
Sum Squared Residuals	57312.2772811294

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	37	49.7487606680105	-12.7487606680105
2	43	57.4638319341734	-14.4638319341734
3	0	2.31757679333272	-2.31757679333272
4	54	47.6494979180615	6.35050208193847
5	86	73.8586562380689	12.1413437619311
6	181	143.426097964904	37.5739020350961
7	42	57.1714909164918	-15.1714909164918
8	59	62.6531141258759	-3.6531141258759
9	46	55.3981000358061	-9.39810003580615
10	77	86.3977701963289	-9.39777019632893
11	49	43.9679103813939	5.03208961860613
12	79	62.2336713148871	16.7663286851128
13	37	37.6576270047856	-0.657627004785638
14	92	69.4184319972984	22.5815680027016
15	31	51.0032708558373	-20.0032708558373
16	28	50.3036618427847	-22.3036618427847
17	103	54.2079105900335	48.7920894099665
18	2	28.2285776631076	-26.2285776631076
19	48	60.649251709584	-12.649251709584
20	25	18.1450754571073	6.85492454289268
21	16	26.7757382455763	-10.7757382455763
22	106	75.4028818749983	30.5971181250017
23	35	61.6865854082102	-26.6865854082102
24	33	54.7161812730764	-21.7161812730764
25	45	47.38129292306	-2.38129292306005
26	64	56.317761219231	7.682238780769
27	73	63.1499057138192	9.8500942861808
28	78	66.2217659595645	11.7782340404355
29	63	102.517771112429	-39.5177711124291
30	69	57.6513383860298	11.3486616139702
31	36	60.2694922779127	-24.2694922779127
32	41	56.3427189964228	-15.3427189964228
33	59	42.0359121168703	16.9640878831297
34	33	70.3584444746238	-37.3584444746238
35	76	66.3858886890305	9.61411131096955
36	0	0.101521821104581	-0.101521821104581
37	27	69.6974658313357	-42.6974658313357
38	44	32.2130796231683	11.7869203768317
39	43	56.002634817058	-13.002634817058
40	104	79.6882594605814	24.3117405394186
41	120	70.4033585415783	49.5966414584217
42	44	55.3134124934028	-11.3134124934028
43	71	36.8844136997684	34.1155863002316
44	78	60.7411934234349	17.2588065765652
45	106	43.5756601998584	62.4243398001416
46	61	50.5555540178261	10.4444459821739
47	53	40.7851594808723	12.2148405191277
48	51	70.384964073184	-19.384964073184
49	46	73.7414975739495	-27.7414975739495
50	55	53.5875393100717	1.41246068992829
51	14	24.8641033159977	-10.8641033159977
52	44	50.8007714126905	-6.80077141269051
53	113	88.5356162557458	24.4643837442542
54	55	73.5197596921252	-18.5197596921252
55	46	66.1146406169584	-20.1146406169584
56	39	40.7833351353242	-1.78333513532423
57	51	64.8062677002586	-13.8062677002587
58	31	37.9006000169237	-6.90060001692367
59	36	49.6156106241805	-13.6156106241805
60	47	68.6060017370795	-21.6060017370795
61	53	53.8651493087017	-0.865149308701692
62	38	43.2233167180589	-5.22331671805885
63	52	43.686634123269	8.31336587673095
64	37	42.2334057666608	-5.2334057666608
65	11	53.4835438676517	-42.4835438676517
66	45	43.4113985477139	1.58860145228609
67	59	67.0836717574486	-8.08367175744857
68	82	47.6178329553315	34.3821670446685
69	49	41.2986584261768	7.70134157382321
70	6	20.1444153139942	-14.1444153139942
71	81	64.1167211371918	16.8832788628082
72	56	39.5524113555143	16.4475886444857
73	105	44.7964698039062	60.2035301960938
74	46	37.9966779578764	8.00332204212364
75	46	58.6178236830842	-12.6178236830842
76	2	42.8396827429421	-40.8396827429421
77	51	57.773824261775	-6.77382426177499
78	95	53.9466682029045	41.0533317970955
79	18	31.4417839327791	-13.4417839327791
80	55	38.6158722420075	16.3841277579925
81	48	34.4421492677583	13.5578507322417
82	48	84.5892452769148	-36.5892452769148
83	39	28.4299915951462	10.5700084048538
84	40	46.2819361608717	-6.28193616087169
85	36	30.7131223664153	5.28687763358474
86	60	53.432263664406	6.56773633559396
87	114	72.8575973326939	41.1424026673061
88	39	41.2175772014039	-2.21757720140394
89	45	39.655018059866	5.34498194013396
90	59	48.6983604640619	10.3016395359381
91	59	52.493278426381	6.50672157361903
92	93	54.7700380220926	38.2299619779074
93	35	50.209491800724	-15.209491800724
94	47	39.7798915359534	7.22010846404665
95	36	21.6090968101783	14.3909031898217
96	59	78.9237139876921	-19.9237139876921
97	79	59.8162904370557	19.1837095629443
98	14	4.25182950812535	9.74817049187465
99	42	66.7466741609698	-24.7466741609698
100	41	54.2414483433262	-13.2414483433262
101	8	15.3706806659659	-7.37068066596587
102	41	33.6026461617478	7.39735383825223
103	24	45.3531950498802	-21.3531950498802
104	22	40.2029404721843	-18.2029404721843
105	18	26.4311923815153	-8.43119238151534
106	1	15.4393630994505	-14.4393630994505
107	53	52.9549019040511	0.0450980959488511
108	6	43.7931377721089	-37.7931377721089
109	0	-1.07101472277868	1.07101472277868
110	49	35.9184145139145	13.0815854860855
111	33	37.0668135354696	-4.06681353546956
112	50	47.0535426390569	2.9464573609431
113	64	46.2043087942311	17.7956912057689
114	53	29.8799240552504	23.1200759447496
115	0	-0.322399202950491	0.322399202950491
116	0	-1.18344973383598	1.18344973383598
117	48	55.9521682445574	-7.95216824455735
118	90	53.2069902296774	36.7930097703226
119	46	54.6882006720736	-8.68820067207361
120	29	39.5895835258714	-10.5895835258714
121	1	9.50498469004649	-8.50498469004649
122	64	57.9107885224095	6.08921147759052
123	29	32.241669381059	-3.241669381059
124	27	50.8112020636499	-23.8112020636499
125	4	20.3041595421942	-16.3041595421942
126	10	4.52374509797033	5.47625490202967
127	47	50.0961866714714	-3.09618667147142
128	44	47.123252408036	-3.123252408036
129	51	53.0296372496654	-2.02963724966542
130	0	2.59753096070352	-2.59753096070352
131	0	1.06992286646935	-1.06992286646935
132	38	43.047374403304	-5.047374403304
133	0	0.765611399843001	-0.765611399843001
134	57	49.6334647159211	7.36653528407887
135	0	-0.29265410594282	0.29265410594282
136	6	10.3991898297333	-4.39918982973325
137	0	-1.52075476700788	1.52075476700788
138	22	42.7389395911435	-20.7389395911436
139	34	35.4482229049266	-1.44822290492663
140	0	0.0974338505020746	-0.0974338505020746
141	10	3.0299195527627	6.9700804472373
142	16	26.9209553475439	-10.9209553475439
143	93	42.5098060936236	50.4901939063764
144	22	35.636909992299	-13.636909992299

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
7	0.48845832961756	0.97691665923512	0.51154167038244
8	0.331550053565495	0.663100107130991	0.668449946434505
9	0.213057736121156	0.426115472242312	0.786942263878844
10	0.184981110185912	0.369962220371824	0.815018889814088
11	0.167028002843209	0.334056005686418	0.832971997156791
12	0.154392426924618	0.308784853849236	0.845607573075382
13	0.0963238143009355	0.192647628601871	0.903676185699064
14	0.0801295450791844	0.160259090158369	0.919870454920816
15	0.111113266017018	0.222226532034037	0.888886733982982
16	0.116786993302294	0.233573986604588	0.883213006697706
17	0.381572797075153	0.763145594150305	0.618427202924847
18	0.360675084212586	0.721350168425173	0.639324915787414
19	0.382689982991167	0.765379965982334	0.617310017008833
20	0.367054899874617	0.734109799749234	0.632945100125383
21	0.300863538344454	0.601727076688908	0.699136461655546
22	0.325752010249067	0.651504020498133	0.674247989750933
23	0.40557791733797	0.81115583467594	0.59442208266203
24	0.465067337080813	0.930134674161625	0.534932662919187
25	0.403416248706329	0.806832497412658	0.596583751293671
26	0.36478171297439	0.72956342594878	0.63521828702561
27	0.317998878545291	0.635997757090581	0.682001121454709
28	0.268965334503715	0.537930669007429	0.731034665496285
29	0.492418682713202	0.984837365426405	0.507581317286797
30	0.48788852416466	0.97577704832932	0.51211147583534
31	0.499917547608282	0.999835095216564	0.500082452391718
32	0.451838527036724	0.903677054073449	0.548161472963276
33	0.496369240998734	0.992738481997468	0.503630759001266
34	0.590346669812412	0.819306660375176	0.409653330187588
35	0.568626482129154	0.862747035741693	0.431373517870846
36	0.553501644654431	0.892996710691138	0.446498355345569
37	0.696103837337464	0.607792325325072	0.303896162662536
38	0.695256337141083	0.609487325717833	0.304743662858917
39	0.658814706894953	0.682370586210093	0.341185293105047
40	0.693943193055647	0.612113613888705	0.306056806944353
41	0.880453645627071	0.239092708745858	0.119546354372929
42	0.860612237958156	0.278775524083687	0.139387762041844
43	0.904091636610303	0.191816726779394	0.095908363389697
44	0.893366601799943	0.213266796400114	0.106633398200057
45	0.983907280496232	0.0321854390075355	0.0160927195037678
46	0.978978895160899	0.0420422096782027	0.0210211048391013
47	0.973058628078541	0.0538827438429181	0.0269413719214591
48	0.97490881728533	0.0501823654293393	0.0250911827146697
49	0.982573120242707	0.0348537595145863	0.0174268797572932
50	0.976474980071138	0.0470500398577236	0.0235250199288618
51	0.971745879220832	0.0565082415583354	0.0282541207791677
52	0.96405360995587	0.0718927800882605	0.0359463900441303
53	0.966785836202873	0.0664283275942541	0.0332141637971271
54	0.966215857697226	0.067568284605549	0.0337841423027745
55	0.966830902401666	0.0663381951966683	0.0331690975983342
56	0.956645325540901	0.0867093489181985	0.0433546744590992
57	0.950333658302105	0.0993326833957905	0.0496663416978952
58	0.938414520216962	0.123170959566077	0.0615854797830384
59	0.929955893465587	0.140088213068825	0.0700441065344127
60	0.932351105485822	0.135297789028357	0.0676488945141784
61	0.915153759110407	0.169692481779186	0.0848462408895928
62	0.896724173011266	0.206551653977469	0.103275826988734
63	0.877210932258971	0.245578135482058	0.122789067741029
64	0.853535240505317	0.292929518989366	0.146464759494683
65	0.930699425663936	0.138601148672128	0.0693005743360641
66	0.914162263227131	0.171675473545739	0.0858377367728694
67	0.89907070737426	0.20185858525148	0.10092929262574
68	0.930413637836629	0.139172724326742	0.0695863621633711
69	0.914902235273228	0.170195529453544	0.085097764726772
70	0.909402333470525	0.181195333058949	0.0905976665294747
71	0.901394873930012	0.197210252139976	0.098605126069988
72	0.891165431856058	0.217669136287884	0.108834568143942
73	0.982693353298102	0.0346132934037961	0.0173066467018981
74	0.977368196143304	0.0452636077133911	0.0226318038566956
75	0.973726756424228	0.0525464871515431	0.0262732435757716
76	0.992246593253136	0.0155068134937271	0.00775340674686353
77	0.989857153465602	0.0202856930687962	0.0101428465343981
78	0.996386275064658	0.00722744987068356	0.00361372493534178
79	0.996072955429546	0.00785408914090893	0.00392704457045447
80	0.995039778417788	0.00992044316442359	0.0049602215822118
81	0.993515042642571	0.0129699147148574	0.0064849573574287
82	0.997660867047162	0.00467826590567567	0.00233913295283783
83	0.996853482278262	0.00629303544347685	0.00314651772173843
84	0.995716194841765	0.00856761031647074	0.00428380515823537
85	0.993910564561084	0.0121788708778331	0.00608943543891653
86	0.991460242136492	0.0170795157270168	0.00853975786350838
87	0.997484653365034	0.00503069326993145	0.00251534663496572
88	0.99630005127932	0.00739989744136006	0.00369994872068003
89	0.994741708221769	0.0105165835564615	0.00525829177823073
90	0.993135489249695	0.0137290215006097	0.00686451075030484
91	0.990727618885121	0.0185447622297585	0.00927238111487924
92	0.997733002370033	0.00453399525993309	0.00226699762996654
93	0.997182749929707	0.0056345001405856	0.0028172500702928
94	0.996231602939612	0.00753679412077554	0.00376839706038777
95	0.996100030121096	0.00779993975780775	0.00389996987890388
96	0.99572725665688	0.0085454866862395	0.00427274334311975
97	0.996744932896252	0.00651013420749653	0.00325506710374827
98	0.996280664053295	0.00743867189341003	0.00371933594670502
99	0.99667807892902	0.00664384214195905	0.00332192107097952
100	0.995455133768068	0.00908973246386415	0.00454486623193208
101	0.993415339448505	0.0131693211029902	0.00658466055149508
102	0.991953773917303	0.016092452165394	0.00804622608269699
103	0.991861490073759	0.0162770198524813	0.00813850992624065
104	0.990775575237477	0.018448849525046	0.00922442476252299
105	0.987190119735306	0.0256197605293888	0.0128098802646944
106	0.983558419332736	0.032883161334527	0.0164415806672635
107	0.976351663760543	0.0472966724789148	0.0236483362394574
108	0.993855952322647	0.0122880953547063	0.00614404767735317
109	0.990557615801947	0.0188847683961063	0.00944238419805313
110	0.988022504804614	0.0239549903907722	0.0119774951953861
111	0.982689444391612	0.0346211112167751	0.0173105556083875
112	0.974548079251788	0.0509038414964238	0.0254519207482119
113	0.972383669165162	0.0552326616696752	0.0276163308348376
114	0.981688862446628	0.0366222751067439	0.018311137553372
115	0.973484012318373	0.0530319753632533	0.0265159876816267
116	0.963632138928083	0.0727357221438338	0.0363678610719169
117	0.952278479718461	0.0954430405630771	0.0477215202815386
118	0.997973078640615	0.00405384271877043	0.00202692135938522
119	0.996464998367165	0.00707000326566952	0.00353500163283476
120	0.99399812681891	0.0120037463621794	0.00600187318108972
121	0.99049054105261	0.0190189178947795	0.00950945894738973
122	0.98758313231503	0.0248337353699396	0.0124168676849698
123	0.981641484930837	0.0367170301383259	0.018358515069163
124	0.971843658344728	0.0563126833105439	0.028156341655272
125	0.958568565200085	0.0828628695998297	0.0414314347999149
126	0.947203443220114	0.105593113559771	0.0527965567798856
127	0.921997142451774	0.156005715096451	0.0780028575482256
128	0.89512563522951	0.209748729540979	0.10487436477049
129	0.863886510363297	0.272226979273406	0.136113489636703
130	0.818046426047017	0.363907147905966	0.181953573952983
131	0.756717072101116	0.486565855797768	0.243282927898884
132	0.683396040229675	0.633207919540651	0.316603959770325
133	0.601167221356181	0.797665557287639	0.398832778643819
134	0.493495823886655	0.98699164777331	0.506504176113345
135	0.37792500149845	0.755850002996899	0.62207499850155
136	0.275848199711077	0.551696399422154	0.724151800288923
137	0.165403375671607	0.330806751343213	0.834596624328393

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	19	0.145038167938931	NOK
5% type I error level	49	0.374045801526718	NOK
10% type I error level	66	0.50381679389313	NOK