Multiple Linear Regression - Estimated Regression Equation
TijdRFC[t] = + 37859.5043449744 + 0.378489611688265Karakters[t] + 1075.65318876556Blogs[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)37859.50434497447853.0958024.8213e-062e-06
Karakters0.3784896116882650.1491772.53720.0121260.006063
Blogs1075.65318876556116.0031639.272600


Multiple Linear Regression - Regression Statistics
Multiple R0.770665641571073
R-squared0.593925531098153
Adjusted R-squared0.588881127757757
F-TEST (value)117.739500793284
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation46152.3259765184
Sum Squared Residuals342935988079.894


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1170650211710.06584145-41060.0658414498
286621154244.923806879-67623.9238068795
3127843134854.82255118-7011.82255118027
4152526184223.679014475-31697.6790144745
592389104548.64525417-12159.6452541698
63813893223.3577813666-55085.3577813666
7316392200401.6818123115990.3181877
83275051869.9828625765-19119.9828625765
9132344134924.914567605-2580.91456760499
10137034127330.8561357349703.14386426583
11176816163066.63108723713749.3689127629
12140146138174.8905619521971.1094380478
13113286116121.28647054-2835.28647054021
14195452186454.3824845458997.61751545475
15144513128779.64293101415733.3570689856
16263581193741.38582776969839.6141722305
17183271209195.84507692-25924.8450769197
18210763145388.48120816165374.5187918386
19113853188309.431509692-74456.4315096919
20159968176792.106927238-16824.1069272379
21174585174386.876883221198.12311677857
22294675166510.100999072128164.899000928
239621397092.906982395-879.906982395047
24116390172214.317936826-55824.3179368258
25146342171630.237027728-25288.2370277284
26152647142144.78237303510502.2176269645
27166661152085.34780850114575.6521914989
28175505164588.53781583610916.4621841644
2911248597551.95773076314933.0422692371
30197053160722.68778500936330.3122149909
31191822172362.8144534819459.18554652
32139127155807.300348624-16680.3003486236
33221991163445.55633914758545.443660853
347533967994.63291280687344.36708719323
35247985217480.38987237730504.6101276232
36167351112118.36604967355232.6339503274
37266609144331.681061718122277.318938282
38122024126919.787842136-4895.78784213573
398096484650.1752993633-3686.17529936325
40215183163087.12667687852095.8733231218
41225469146906.86722903578562.1327709652
42125382120765.6181943474616.38180565301
43141437120877.34406805720559.6559319425
448110697676.9021655775-16570.9021655776
459312595824.6740195426-2699.67401954262
46318668139628.769174014179039.230825986
477880072950.4901623385849.50983766202
48161048173081.758976205-12033.7589762054
49236367215896.97507655520470.0249234445
50131108167973.327550206-36865.3275502063
51131096150131.17736805-19035.1773680496
522418877411.9472424424-53223.9472424424
53267003203263.37032801363739.6296719871
546502972768.4366591159-7739.43665911591
5510014787505.865131898712641.1348681013
56178549166983.66294155611565.3370584436
57186965186096.152849411868.84715058867
58197266304372.58486022-107106.58486022
59217300220370.85788623-3070.85788623013
60149594117102.724321332491.2756786996
61263413205005.65802418158407.3419758186
62209228237137.89053341-27909.8905334103
63145699105385.50007326540313.499926735
64187197150416.25148391336780.7485160866
65150752159340.936513955-8588.93651395521
66125555137154.004065662-11599.0040656615
67118697164066.772093147-45369.7720931474
68147913147724.404790281188.595209718572
69155015191829.649086785-36814.6490867845
7096487140923.046481811-44436.0464818107
71128780134285.167110284-5505.16711028439
727197273311.5121012786-1339.51210127861
73140266130965.8703663889300.12963361173
74148454158468.489383709-10014.4893837088
75110655165915.12961715-55260.1296171505
76203795170664.43155226733130.5684477327
77211093179701.54228463331391.4577153669
78113421166065.361684044-52644.3616840444
79103660142008.090472606-38348.090472606
80128390125368.0375848243021.9624151762
8110550298909.25005358216592.74994641795
82299359178394.617655474120964.382344526
8314149391123.454552762750369.5454472373
84146390191199.828085283-44809.8280852828
8580953121678.22808639-40725.2280863898
8610923772742.235149994536494.7648500055
87102104155681.741811111-53577.7418111105
88233139123557.457583727109581.542416273
89176507103788.70955216272718.2904478378
90118217203522.32866067-85305.3286606701
91142694109898.13169985732795.8683001432
92152193216145.428436647-63952.4284366473
93126500106858.56735430319641.4326456967
94147410147534.738631868-124.738631868136
95187772164572.74126571223199.2587342879
96140903155071.30950572-14168.3095057198
97150587238068.639351509-87481.6393515092
98202077244810.196301333-42733.1963013332
99213875172551.23084183841323.7691581617
100252952296290.517719364-43338.5177193639
101166981138272.30526868128708.694731319
102190562233058.151009023-42496.1510090225
10310635176979.440640497129371.5593595029
10443287107125.431105848-63838.4311058485
105127493124060.6773154433432.32268455743
106132143218990.070632181-86847.0706321814
107157469153004.3348733334464.66512666727
108197727175766.79285682721960.2071431731
10988077160009.849236034-71932.8492360338
11094968115796.149606447-20828.1496064475
111191351158073.09632836733277.903671633
112153332163792.181385191-10460.181385191
1132293850133.7652878475-27195.7652878475
114125927150880.558223887-24953.5582238874
1156185777501.3492397102-15644.3492397102
116103749117901.908641704-14152.9086417036
117269909221248.06821725148660.9317827489
1182105442485.7257180301-21431.7257180301
119174409146744.27386018627664.7261398138
1203141485152.7380654228-53738.7380654228
121200405153256.33751645547148.6624835453
122139456144482.491379-5026.4913789996
1237800186121.5215841729-8120.52158417292
12482724121877.342197443-39153.3421974428
1253821458390.4447285645-20176.4447285645
12691390114708.470476023-23318.4704760229
127197612178706.05745528318905.942544717
128137161185995.331736177-48834.3317361774
129251103183671.43409571667431.5659042836
130209835206048.268315513786.73168448985
131269470266039.2144054013430.78559459865
132139215139929.511251129-714.511251129039
1337647083605.6011217136-7135.6011217136
134197114148296.73823376448817.261766236
135291962217911.13962578374050.860374217
1365672770683.9016174193-13956.9016174193
137254843200191.69151607654651.3084839242
138105908118843.31231954-12935.3123195398
139170155167069.52293283085.47706720029
140136745157902.140335751-21157.1403357507
1418670691243.857112237-4537.85711223701
142251448165746.78746586485701.2125341358
143152366238167.589314984-85801.5893149842
14417326068088.4983365054105171.501663495
145212582167480.95542835745101.0445716426
14687850120450.536374946-32600.5363749455
147148363170183.514132336-21820.5141323365
148185455242460.504216667-57005.5042166675
149037859.5043449744-37859.5043449744
1501468845517.4132200007-30829.4132200007
1519837859.5043449744-37761.5043449744
15245537859.5043449744-37404.5043449744
153037859.5043449744-37859.5043449744
154037859.5043449744-37859.5043449744
155137891140021.791278119-2130.79127811852
156200096183806.76192487116289.2380751291
157037859.5043449744-37859.5043449744
15820337859.5043449744-37656.5043449744
159719944935.6603991833-37736.6603991833
1604666054181.6831095485-7521.6831095485
1611754742572.4141267593-25025.4141267593
1627356766016.60333916647550.39666083358
16396937859.5043449744-36890.5043449744
164106662108145.853386613-1483.85338661252


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.267564449333390.5351288986667790.73243555066661
70.9395999923503760.1208000152992470.0604000076496237
80.9063154232353370.1873691535293260.0936845767646629
90.8472052038846590.3055895922306810.152794796115341
100.800915754615030.3981684907699410.19908424538497
110.7400882768823050.519823446235390.259911723117695
120.6566811297343960.6866377405312080.343318870265604
130.5699060369338360.8601879261323280.430093963066164
140.4791556613753010.9583113227506030.520844338624699
150.417384193690370.834768387380740.58261580630963
160.4576366211598040.9152732423196080.542363378840196
170.4238169413676220.8476338827352450.576183058632378
180.5330139994038650.9339720011922690.466986000596135
190.6756763001288080.6486473997423850.324323699871192
200.617719724249660.7645605515006810.38228027575034
210.5471773051287860.9056453897424270.452822694871214
220.8350220058754820.3299559882490370.164977994124518
230.7902755073612790.4194489852774430.209724492638721
240.8184043650177250.3631912699645490.181595634982275
250.804041423225970.391917153548060.19595857677403
260.7595788744994520.4808422510010970.240421125500548
270.714069204186910.571861591626180.28593079581309
280.6598529080302290.6802941839395420.340147091969771
290.6065522955632040.7868954088735920.393447704436796
300.5670422403850740.8659155192298520.432957759614926
310.5321115588601060.9357768822797880.467888441139894
320.4898982085922870.9797964171845750.510101791407713
330.5086455042811030.9827089914377940.491354495718897
340.4604478012344460.9208956024688930.539552198765554
350.4141713724451130.8283427448902260.585828627554887
360.4264924005577110.8529848011154220.573507599442289
370.7091281330581790.5817437338836420.290871866941821
380.6662556786154440.6674886427691110.333744321384556
390.6175170792515160.7649658414969670.382482920748484
400.6117023324353530.7765953351292940.388297667564647
410.6734872976234410.6530254047531180.326512702376559
420.6267958104489720.7464083791020560.373204189551028
430.5845809764006040.8308380471987930.415419023599396
440.5443376886835650.9113246226328710.455662311316435
450.4930871654966540.9861743309933080.506912834503346
460.945612495054450.1087750098911010.0543875049455503
470.9308362528354260.1383274943291470.0691637471645736
480.9166819779540080.1666360440919850.0833180220459923
490.8999032932480260.2001934135039480.100096706751974
500.8954787439918970.2090425120162060.104521256008103
510.8784808986066350.243038202786730.121519101393365
520.8964897039850190.2070205920299620.103510296014981
530.9054068358644940.1891863282710120.0945931641355058
540.8841207651508750.2317584696982490.115879234849125
550.8613077857111780.2773844285776440.138692214288822
560.8353513752834510.3292972494330980.164648624716549
570.8075283672604030.3849432654791930.192471632739597
580.9271819927365260.1456360145269470.0728180072634735
590.9099485610457710.1801028779084580.0900514389542291
600.8979031463645030.2041937072709940.102096853635497
610.9044573620531380.1910852758937240.0955426379468618
620.8946465043593730.2107069912812540.105353495640627
630.8877111384835510.2245777230328970.112288861516449
640.8775762377112370.2448475245775250.122423762288763
650.8554741057194830.2890517885610340.144525894280517
660.8302431241261070.3395137517477860.169756875873893
670.8357362015583960.3285275968832090.164263798441604
680.8065994976935870.3868010046128270.193400502306413
690.7946082415328950.4107835169342090.205391758467105
700.7952251195503330.4095497608993340.204774880449667
710.7630187381552430.4739625236895130.236981261844757
720.7276943933764220.5446112132471560.272305606623578
730.6907472891466710.6185054217066580.309252710853329
740.6526633334380680.6946733331238650.347336666561932
750.6686563080328350.6626873839343290.331343691967165
760.6483377417555450.7033245164889110.351662258244455
770.625535828553350.74892834289330.37446417144665
780.6465586764398290.7068826471203420.353441323560171
790.6355592845723010.7288814308553970.364440715427699
800.5932230616671890.8135538766656220.406776938332811
810.5504458905411660.8991082189176680.449554109458834
820.7889272784995990.4221454430008020.211072721500401
830.7953354326585040.4093291346829910.204664567341496
840.7919060476304640.4161879047390720.208093952369536
850.7851866604459540.4296266791080920.214813339554046
860.7732370924496430.4535258151007130.226762907550357
870.7833778891660810.4332442216678380.216622110833919
880.9100959148015340.1798081703969320.089904085198466
890.9382642632745530.1234714734508940.0617357367254469
900.9641316363121990.07173672737560150.0358683636878008
910.9609527118692070.07809457626158540.0390472881307927
920.9683431915826990.06331361683460280.0316568084173014
930.9621261178886430.07574776422271420.0378738821113571
940.9518950013741080.09620999725178450.0481049986258922
950.9441344814929640.1117310370140730.0558655185070365
960.9308761411621970.1382477176756060.0691238588378028
970.9625993243431680.07480135131366330.0374006756568317
980.961708343754720.076583312490560.03829165624528
990.9614304497418350.07713910051633090.0385695502581654
1000.9629431606451160.07411367870976750.0370568393548837
1010.9581994426345110.08360111473097750.0418005573654888
1020.9591446858425790.08171062831484210.040855314157421
1030.9566995815409120.08660083691817550.0433004184590877
1040.9667102530438320.06657949391233670.0332897469561684
1050.9572904916696770.08541901666064650.0427095083303232
1060.9857574887956960.02848502240860880.0142425112043044
1070.9807251378965530.03854972420689330.0192748621034467
1080.9756118105172970.0487763789654070.0243881894827035
1090.987556275053420.02488744989315920.0124437249465796
1100.9841020901425890.03179581971482280.0158979098574114
1110.9810633603962830.03787327920743420.0189366396037171
1120.9748926590217370.05021468195652510.0251073409782625
1130.9698241566450640.06035168670987280.0301758433549364
1140.9636733651005190.0726532697989610.0363266348994805
1150.9538519477031080.09229610459378350.0461480522968917
1160.9412201924196190.1175596151607620.058779807580381
1170.9438194893933070.1123610212133850.0561805106066927
1180.9312093993931620.1375812012136750.0687906006068375
1190.9177721202087550.1644557595824910.0822278797912454
1200.919695508549330.160608982901340.0803044914506702
1210.9245062235745480.1509875528509050.0754937764254523
1220.9048452824049550.190309435190090.0951547175950452
1230.88077290849430.2384541830113990.1192270915057
1240.8758482490042520.2483035019914960.124151750995748
1250.8491256536067250.301748692786550.150874346393275
1260.8261599559594220.3476800880811550.173840044040578
1270.7952558453720760.4094883092558490.204744154627924
1280.8099629945940520.3800740108118960.190037005405948
1290.8535606688184670.2928786623630670.146439331181533
1300.8176485625008330.3647028749983340.182351437499167
1310.8054030904814780.3891938190370440.194596909518522
1320.7616161851391330.4767676297217340.238383814860867
1330.7133682091586560.5732635816826890.286631790841344
1340.7119034898159560.5761930203680890.288096510184044
1350.7868787533910880.4262424932178240.213121246608912
1360.7545609054559910.4908781890880190.245439094544009
1370.7603909993369890.4792180013260210.239609000663011
1380.7077353147219130.5845293705561740.292264685278087
1390.6555633461764890.6888733076470220.344436653823511
1400.5945088087710950.8109823824578110.405491191228905
1410.5274321439575350.9451357120849290.472567856042465
1420.7604511458722130.4790977082555740.239548854127787
1430.8471720051640480.3056559896719040.152827994835952
1440.9993272342639290.001345531472141690.000672765736070846
1450.9999271243420870.0001457513158254637.28756579127315e-05
1460.999821958562180.0003560828756401580.000178041437820079
1470.9996591634849370.0006816730301253710.000340836515062685
1480.9999998222791913.55441616967145e-071.77720808483573e-07
1490.9999992398046931.52039061382074e-067.60195306910371e-07
1500.9999966103026816.77939463771433e-063.38969731885716e-06
1510.9999863390116362.73219767275999e-051.36609883638e-05
1520.9999464783997750.0001070432004494875.35216002247437e-05
1530.9998033911183450.0003932177633094880.000196608881654744
1540.9993184691467180.001363061706564310.000681530853282153
1550.9981123373462870.003775325307426180.00188766265371309
1560.9929599997054210.01408000058915690.00704000029457847
1570.978529721747650.04294055650469970.0214702782523499
1580.9404837027035620.1190325945928750.0595162972964377


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level120.0784313725490196NOK
5% type I error level200.130718954248366NOK
10% type I error level380.248366013071895NOK