Multiple Linear Regression - Estimated Regression Equation
TijdRFC[t] = + 42787.9432336566 + 0.678539942742466Karakters[t] + 867.919156745296Blogs[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)42787.943233656617676.8201022.42060.0166090.008304
Karakters0.6785399427424660.3357892.02070.0449650.022482
Blogs867.919156745296261.1157553.32390.0010990.00055


Multiple Linear Regression - Regression Statistics
Multiple R0.471309820692228
R-squared0.22213294708094
Adjusted R-squared0.212470002324182
F-TEST (value)22.9881213928678
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value1.65151625708404e-09
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation103885.955830184
Sum Squared Residuals1737558982818.91


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1170650218720.158065753-48070.1580657534
286621157057.280159731-70436.2801597307
3127843144565.318924196-16722.318924196
4152526190653.057554486-38127.0575544861
592389108261.621757911-15872.6217579107
638138107046.515540746-68908.5155407462
7316392207991.163901253108400.836098747
83275062602.9994915105-29852.9994915105
91323444149993.3056162471173450.69438375
10137034133197.6061234763836.39387652392
11176816163328.26690041313487.7330995871
12140146147335.997220347-7189.99722034651
13113286124766.693605089-11480.6936050892
14195452186168.441092789283.55890722018
15144513130492.6002216514020.3997783497
16263581194990.40516828568590.5948317147
17183271220575.565389288-37304.5653892881
18210763157086.81590748953676.1840925112
19113853194796.422154805-80943.4221548046
20159968182632.382581382-22664.3825813817
21174585183622.718047897-9037.7180478973
22294675167380.640578426127294.359421574
2396213104439.485670586-8226.485670586
24116390177606.916055498-61216.916055498
25146342171257.472121202-24915.4721212024
26152647148090.2545165994556.74548340051
27166661159548.4794096157112.52059038514
28175505166056.676010189448.32398981966
29112485101020.58917901711464.4108209825
30197053162307.54311659534745.4568834048
31191822187417.3259578124404.67404218788
32139127157737.310322314-18610.3103223139
33221991168249.45082521353741.5491747867
347533980905.9230668799-5566.92306687987
35247985219520.75578804628464.2442119539
36167351116529.96381011650821.0361898839
37266609150950.366945237115658.633054763
38122024130339.7290246-8315.72902460018
398096490616.4159371578-9652.41593715778
40215183167606.87349943647576.1265005639
41225469151325.18727354174143.8127264588
42125382124609.126358252772.873641748354
43141437130111.75244400511325.2475559954
4481106104425.981441709-23319.9814417088
4593125108528.646485629-15403.6464856288
46318668157365.708664122161302.291335878
477880083427.776913977-4627.77691397697
48161048174920.164162149-13872.1641621485
49236367230468.1323544865898.86764551411
50131108168943.38463654-37835.3846365398
51131096153924.194964178-22828.1949641779
5224188106272.606266485-82084.6062664855
53267003207819.14760568559183.8523943149
546502983101.3992015178-18072.3992015178
5510014794675.5084446215471.49155537911
56178549173531.9508494415017.04915055896
57186965200372.742814406-13407.7428144058
58197266295762.425263259-98496.4252632592
59217300220460.799888655-3160.79988865513
60149594127586.63903714922007.3609628508
61263413218365.9064858345047.0935141698
62209228246278.153910031-37050.1539100312
63145699110822.36493184334876.6350681569
64187197159737.59234370727459.407656293
65150752168314.124669873-17562.1246698728
66125555138082.535471069-12527.5354710685
67118697177846.865755484-59149.865755484
68147913152790.833549865-4877.83354986496
69155015192623.591278022-37608.5912780219
7096487148020.910302484-51533.9103024844
71128780141423.133589311-12643.133589311
727197279833.1385772381-7861.13857723811
73140266139714.303733575551.696266425276
74148454164629.107380794-16175.1073807938
75110655167374.467148964-56719.4671489639
76203795176949.27771102526845.7222889749
77211093186787.82776071424305.1722392858
78113421221727.549813316-108306.549813316
79103660143603.336155154-39943.3361551543
80128390131799.680701471-3409.68070147124
81105502105574.81613475-72.816134749515
82299359184444.829338425114914.170661575
83141493100100.50185682541392.4981431754
84146390190434.00945277-44044.0094527697
8580953131547.542962848-50594.5429628477
8610923776691.631782295932545.3682177041
87102104164935.474585025-62831.474585025
88233139137037.47649962296101.5235003784
89176507112201.57035552864305.4296444722
90118217213585.725729165-95368.725729165
91142694111489.1571454631204.84285454
92152193215006.562688936-62813.5626889358
93126500112402.75102846814097.248971532
94147410149269.410956965-1859.41095696461
95187772173451.61685628714320.3831437133
96140903169143.446460025-28240.4464600253
97150587251128.157710821-100541.157710821
98202077255790.871647249-53713.8716472485
99213875182452.78204665431422.2179533461
100252952296119.76237334-43167.7623733397
101166981158115.2955909198865.70440908075
102190562238964.17186721-48402.1718672101
10310635185348.377801826621002.6221981734
10443287115002.104409159-71715.104409159
105127493125214.0382971242278.9617028764
106132143213743.520735415-81600.5207354155
107157469162256.465751122-4787.46575112235
108197727181854.70923702115872.2907629788
10988077206629.623827264-118552.623827264
11094968123123.336433745-28155.3364337446
111191351173464.45538538717886.544614613
112153332163568.536610121-10236.5366101214
1132293853127.5886109781-30189.5886109781
114125927153146.72132975-27219.7213297504
1156185784163.1016618108-22306.1016618108
116103749115233.327709347-11484.327709347
117269909212489.23323117357419.766768827
1182105446839.7715116826-25785.7715116826
119174409162698.82006397911710.1799360213
1203141486215.0601784758-54801.0601784758
121200405157405.91655034542999.0834496551
122139456163946.322168794-24490.3221687937
12378001104919.305660414-26918.3056604144
12482724134025.437693788-51301.4376937878
1253821462627.480659261-24413.480659261
12691390128596.652162004-37206.6521620043
127197612180761.30226918616850.6977308136
128137161189587.337584348-52426.3375843484
129251103187542.08505696763560.9149430328
130209835210690.861783327-855.86178332661
131269470287486.550332558-18016.550332558
132139215146239.742952785-7024.74295278542
1337647092985.6111373037-16515.6111373037
134197114158058.75138540739055.2486145933
135291962222413.91696394569548.0830360554
1365672793150.3888837666-36423.3888837666
137254843212917.03103567541925.9689643248
138105908124344.296070649-18436.296070649
139170155169444.013974328710.986025671587
140136745154069.589381692-17324.5893816919
14186706103497.751640203-16791.7516402031
142251448173435.46503761678012.5349623838
143152366235398.564767888-83032.564767888
14417326081074.2009726892185.79902732
145212582171242.07825261841339.9217473817
14687850138890.78163335-51040.7816333502
147148363186691.767049087-38328.7670490874
148185455249457.512961646-64002.5129616457
149042787.9432336566-42787.9432336566
1501468851214.385092521-36526.385092521
1519842787.9432336566-42689.9432336566
15245542787.9432336566-42332.9432336566
153042787.9432336566-42787.9432336566
154042787.9432336566-42787.9432336566
155137891141102.849896171-3211.84989617062
156200096175059.10603012425036.8939698765
157042787.9432336566-42787.9432336566
15820342787.9432336566-42584.9432336566
159719949110.977839997-41911.977839997
1604666058263.5905775512-11603.5905775512
1611754748055.6485190994-30508.6485190994
1627356774178.3992445214-611.399244521369
16396942787.9432336566-41818.9432336566
164106662117891.939455321-11229.9394553215


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.03063666199079620.06127332398159250.969363338009204
70.2133446967865320.4266893935730650.786655303213468
80.1234581049249430.2469162098498850.876541895075057
919.77995467143549e-394.88997733571774e-39
1015.17786377073433e-382.58893188536717e-38
1111.51129443966089e-397.55647219830446e-40
1212.33678620493336e-391.16839310246668e-39
1319.92299330811962e-394.96149665405981e-39
1417.71916995655296e-393.85958497827648e-39
1519.51213844890403e-394.75606922445201e-39
1611.2855704722204e-386.42785236110202e-39
1713.64914376847503e-401.82457188423751e-40
1814.64018870745963e-402.32009435372982e-40
1913.81087502359928e-401.90543751179964e-40
2011.84074028316667e-399.20370141583337e-40
2115.4128755124342e-392.7064377562171e-39
2211.93722692275724e-409.68613461378618e-41
2319.79175237781132e-404.89587618890566e-40
2412.21554800066746e-391.10777400033373e-39
2518.73185759737584e-394.36592879868792e-39
2614.41081330161178e-382.20540665080589e-38
2711.94117446442626e-379.7058723221313e-38
2817.99476881587664e-373.99738440793832e-37
2913.4769329376174e-361.7384664688087e-36
3019.9121174479964e-364.9560587239982e-36
3111.19485238569181e-355.97426192845907e-36
3215.3265748206269e-352.66328741031345e-35
3311.19229042204919e-345.96145211024597e-35
3413.09074251635063e-341.54537125817531e-34
3511.06421056401102e-335.32105282005508e-34
3612.33525302051073e-331.16762651025536e-33
3714.44174922579708e-342.22087461289854e-34
3811.93565148709527e-339.67825743547636e-34
3918.10190194277026e-334.05095097138513e-33
4011.81196125613975e-329.05980628069873e-33
4111.75125151451813e-328.75625757259067e-33
4217.14432812610373e-323.57216406305187e-32
4312.32821456794749e-311.16410728397374e-31
4418.3039408441026e-314.1519704220513e-31
4512.12757001196787e-301.06378500598393e-30
4619.62138562706507e-334.81069281353254e-33
4713.49432104977461e-321.74716052488731e-32
4811.414892700076e-317.07446350037999e-32
4912.43962106555518e-311.21981053277759e-31
5017.904990819266e-313.952495409633e-31
5112.93466662154816e-301.46733331077408e-30
5216.65043779581434e-313.32521889790717e-31
5318.36154232937599e-314.180771164688e-31
5413.11297065214526e-301.55648532607263e-30
5511.14377304393176e-295.71886521965881e-30
5613.97388042205025e-291.98694021102513e-29
5711.14228437962478e-285.71142189812388e-29
5814.76352129447607e-292.38176064723804e-29
5911.80139967741176e-289.0069983870588e-29
6014.8788118238456e-282.4394059119228e-28
6116.89059558262056e-283.44529779131028e-28
6211.89615650798777e-279.48078253993887e-28
6314.29827522602128e-272.14913761301064e-27
6411.02388914224011e-265.11944571120056e-27
6513.42691548783251e-261.71345774391625e-26
6611.20763044891224e-256.03815224456122e-26
6712.21248604562621e-251.10624302281311e-25
6817.60076238314625e-253.80038119157313e-25
6912.07730484674532e-241.03865242337266e-24
7014.57097515138137e-242.28548757569069e-24
7111.51128818487095e-237.55644092435474e-24
7214.99277217189807e-232.49638608594904e-23
7311.55040924523437e-227.75204622617186e-23
7414.92708912215312e-222.46354456107656e-22
7518.98444557758665e-224.49222278879333e-22
7612.15129966683154e-211.07564983341577e-21
7715.20406659947911e-212.60203329973956e-21
7813.13024397750638e-211.56512198875319e-21
7917.71377927137437e-213.85688963568719e-21
8012.38739504764338e-201.19369752382169e-20
8117.19698585360627e-203.59849292680313e-20
8216.63675968846554e-213.31837984423277e-21
8311.05411238310677e-205.27056191553384e-21
8412.43811225918012e-201.21905612959006e-20
8515.51883831746179e-202.75941915873089e-20
8611.14542592689444e-195.7271296344722e-20
8712.00392066483822e-191.00196033241911e-19
8812.64287889799653e-201.32143944899826e-20
8911.62081184223694e-208.10405921118471e-21
9019.10164652788039e-214.55082326394019e-21
9111.89264325435494e-209.46321627177471e-21
9212.37804297333471e-201.18902148666736e-20
9316.35291994592445e-203.17645997296223e-20
9412.08166388254285e-191.04083194127143e-19
9515.41855118986118e-192.70927559493059e-19
9611.69060550143076e-188.4530275071538e-19
9716.34560402079345e-193.17280201039672e-19
9811.11553908515597e-185.57769542577987e-19
9912.15723470673962e-181.07861735336981e-18
10013.12139503194562e-181.56069751597281e-18
10117.43127271979039e-183.71563635989519e-18
10211.17762079578582e-175.88810397892912e-18
10312.20750368880251e-171.10375184440126e-17
10412.81474445051959e-171.40737222525979e-17
10518.96683635185519e-174.48341817592759e-17
10611.42619179347726e-177.13095896738628e-18
10714.82010577496376e-172.41005288748188e-17
10811.47633565010572e-167.38167825052861e-17
10915.33685391902681e-172.6684269595134e-17
11011.66050662759167e-168.30253313795836e-17
11114.59736164905941e-162.29868082452971e-16
11211.49802184221333e-157.49010921106666e-16
1130.9999999999999984.68402847589334e-152.34201423794667e-15
1140.9999999999999941.27476013626984e-146.37380068134919e-15
1150.999999999999984.03001762085065e-142.01500881042532e-14
1160.9999999999999361.27435776787818e-136.37178883939088e-14
1170.999999999999892.18028356246045e-131.09014178123022e-13
1180.9999999999996686.64819718635858e-133.32409859317929e-13
1190.9999999999990921.81607882798839e-129.08039413994197e-13
1200.999999999998223.55943013655004e-121.77971506827502e-12
1210.9999999999972575.48547508509855e-122.74273754254928e-12
1220.9999999999919841.6032633679546e-118.01631683977302e-12
1230.9999999999763564.72872797135373e-112.36436398567687e-11
1240.9999999999541429.1716448895159e-114.58582244475795e-11
1250.9999999998664962.67008384108402e-101.33504192054201e-10
1260.9999999996729176.54165184630057e-103.27082592315029e-10
1270.999999999140521.7189614905255e-098.5948074526275e-10
1280.9999999987995822.40083524890851e-091.20041762445426e-09
1290.9999999988475332.30493491400826e-091.15246745700413e-09
1300.9999999966428666.71426865500091e-093.35713432750045e-09
1310.9999999934338851.31322295687728e-086.56611478438642e-09
1320.9999999813257763.73484472881094e-081.86742236440547e-08
1330.9999999482047831.03590433699893e-075.17952168499467e-08
1340.9999999092647751.81470449368559e-079.07352246842795e-08
1350.9999999243206181.51358763661312e-077.5679381830656e-08
1360.999999822655563.54688879113772e-071.77344439556886e-07
1370.999999702959365.94081280497239e-072.9704064024862e-07
1380.9999991783742191.64325156281174e-068.2162578140587e-07
1390.9999979094184754.18116304903605e-062.09058152451803e-06
1400.9999944809134011.10381731970404e-055.51908659852019e-06
1410.9999857628934442.84742131111e-051.423710655555e-05
1420.9999959944962878.01100742605825e-064.00550371302913e-06
1430.9999971436534355.71269313092477e-062.85634656546239e-06
1440.9999999980093543.98129288817029e-091.99064644408514e-09
1450.9999999997091585.81683514227514e-102.90841757113757e-10
1460.9999999983525743.29485208492704e-091.64742604246352e-09
1470.9999999930530881.38938233136943e-086.94691165684713e-09
1480.9999999999957358.52911005751682e-124.26455502875841e-12
1490.9999999999564938.70148644217021e-114.3507432210851e-11
1500.999999999545519.0897900800732e-104.5448950400366e-10
1510.9999999957126148.5747712570661e-094.28738562853306e-09
1520.9999999610247957.79504092134637e-083.89752046067319e-08
1530.999999670647566.58704880851603e-073.29352440425801e-07
1540.9999973954521075.2090957865867e-062.60454789329335e-06
1550.9999840125949523.19748100953189e-051.59874050476595e-05
1560.9998655821768370.0002688356463252050.000134417823162603
1570.9990789543682880.001842091263423340.00092104563171167
1580.9943240895041960.01135182099160850.00567591049580425


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1490.973856209150327NOK
5% type I error level1500.980392156862745NOK
10% type I error level1510.986928104575163NOK