Multiple Linear Regression - Estimated Regression Equation
Karakters[t] = + 81.6238509460073 + 0.00829241873168436Pag.bezoeken[t] + 5.39557814476764TijdRFC[t] -0.000471459190068485Compendiums[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)81.623850946007359.2158551.37840.170.085
Pag.bezoeken0.008292418731684360.00046817.733700
TijdRFC5.395578144767643.5575451.51670.1313260.065663
Compendiums-0.0004714591900684850.00087-0.54210.5885090.294254


Multiple Linear Regression - Regression Statistics
Multiple R0.913260278576674
R-squared0.834044336425945
Adjusted R-squared0.830932667733931
F-TEST (value)268.03764120731
F-TEST (DF numerator)3
F-TEST (DF denominator)160
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation279.302481022541
Sum Squared Residuals12481580.1448555


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111731591.95938490572-418.959384905717
2669882.107846092504-213.107846092504
311541257.7226764481-103.722676448102
419481443.71257860556504.287421394436
5705872.669265509623-167.669265509623
6332459.462002505383-127.462002505383
727262770.16688134755-44.1668813475498
8345439.568401266595-94.5684012665954
913851145.8684904169239.131509583099
1011611249.12673981935-88.1267398193469
1114311685.06854740591-254.068547405907
1212281424.37526288047-196.375262880469
1312051137.5311716615667.4688283384356
1417321866.96462035342-134.964620353425
1512141429.12666179866-215.126661798664
1632212455.1792511345765.820748865503
1713851680.91942671935-295.919426719349
1819531857.8409750936595.1590249063542
198831089.57665922426-206.576659224263
2016311534.9603156367296.0396843632811
2114591657.86286644453-198.862866444529
2219292615.9111558135-686.911155813497
23860942.887426607496-82.887426607496
2411651191.46266443103-26.462664431035
2521151420.28619617976694.713803820244
2619391466.38603837246472.613961627536
2718441540.87911505557303.120884944434
2813461656.1147146111-310.114714611101
2910931114.98280115322-21.9828011532154
3016251851.78231098857-226.782310988574
3115511788.54586459907-237.545864599069
3212671388.38569040005-121.385690400049
3314782080.82497561163-602.82497561163
34670829.212142095701-159.212142095701
3520402243.52028201708-203.520282017084
3615611586.79125165765-25.7912516576509
3720782426.20919212494-348.209192124939
3811131181.58418675484-68.5841867548429
39686783.447411082772-97.447411082772
4020651965.4653011468799.5346988531267
4122512060.23293452308190.767065476922
4211061253.56124535362-147.56124535362
4312441352.87962181503-108.879621815031
441021850.599751184445170.400248815555
451735943.194444069532791.805555930468
4636812823.42183993997857.578160060029
47918859.77823880035158.2217611996487
4815821549.8777293253532.122270674646
4929002169.50206222072730.497937779275
5014961303.94633613255192.053663867445
5111161239.88675475879-123.886754758787
52496300.978005626151195.021994373849
5317772423.0987043556-646.0987043556
54744702.64548715860841.3545128413923
551101955.420552529752145.579447470248
5616121595.4377536610816.5622463389205
5718491745.17708656846103.822913431542
5824601799.00475889685660.995241103153
5917012001.52636715698-300.526367156981
6013341425.258773984-91.2587739840028
6125492334.12305487876214.876945121245
6222181875.9904605554342.009539444603
6316331439.93985831471193.060141685288
6417241711.1084393261412.8915606738564
659731386.38650405156-413.386504051563
6611711200.72417468918-29.7241746891796
6712821137.23702043798144.762979562022
6819771422.92893404171554.071065958287
6915211464.2211440002656.7788559997364
701071967.152429761656103.847570238344
7114251278.33528334127146.664716658732
72852775.69391083717876.3060891628222
7313631341.6088652605121.3911347394893
7411501393.67726948199-243.677269481986
7511001112.64320427359-12.6432042735868
7613931883.13890615228-490.138906152282
7715211924.25253464959-403.252534649594
7810151050.87283574414-35.8728357441394
799931032.03620610179-39.0362061017929
8011891257.92504973117-68.925049731166
8112441036.51968002363207.480319976374
8226222648.26611476496-26.2661147649629
8311771283.43114515625-106.431145156254
8413331405.61458383947-72.6145838394698
85870769.389687430135100.610312569865
8614731093.49532167638379.504678323624
878811034.38374000741-153.383740007406
8824892112.68840593149376.311594068505
8914291681.13219624931-252.132196249307
9019951160.69866518726834.301334812741
9112471367.74222424597-120.742224245968
9213571442.72436118176-85.7243611817608
9313161226.1087566944989.8912433055095
9419801601.24551870802378.754481291981
9514541732.29167291713-278.291672917131
9610301231.81647184456-201.816471844562
9711541320.94398170406-166.943981704064
9815211828.68070747025-307.680707470246
9922942000.08733342718293.91266657282
10022742235.5559996278438.4440003721612
10113711590.21765919348-219.217659193484
10216241753.26392184336-129.263921843363
1039991057.54995042098-58.5499504209756
104602522.46742576951779.5325742304831
10513801203.51893679636176.481063203636
10612071264.77046601368-57.7704660136794
10714051424.06416162061-19.0641616206136
10818001837.21989416457-37.2198941645744
109682730.157522365122-48.157522365122
1101151981.979937652246169.020062347754
11112701766.11900731849-496.119007318489
11213811432.86224517811-51.8622451781072
113391276.68026562415114.31973437585
11412641231.1429960433332.85700395667
115530642.056499883748-112.056499883748
11611231099.2846936701523.7153063298478
11719802341.70445187529-361.704451875292
118387255.809337315381131.190662684619
11914851589.91253546648-104.912535466477
120449378.63140021427470.3685997857261
12122091848.26577527649360.734224723513
12211351353.06306092773-218.063060927733
123813828.634905625356-15.6349056253563
1241015845.894737170834169.105262829166
125568437.538854042264130.461145957736
126936928.0986935810117.90130641898921
12715851867.62212677324-282.622126773245
1288711362.61683755536-491.616837555363
12922752296.89544178208-21.8954417820788
13016371959.03964390803-322.039643908029
13122382428.47869024439-190.478690244391
1328291322.11971597305-493.119715973045
133809806.8698983316852.13010166831537
13419041818.0106551675485.9893448324617
13530532626.56199856479426.438001435209
136655640.56240540986214.4375945901383
13726172291.1080726041325.891927395903
13813111068.05459352986242.945406470143
13911541609.99974642387-455.999746423865
14014961337.633784478158.366215522003
141742845.070649148185-103.070649148185
14228312256.14145755985574.858542440146
14312811435.44948483058-154.449484830583
14420351614.11926411799420.88073588201
14518941976.15656722956-82.1565672295617
1461268972.524696069834295.475303930166
14717131396.75100134583316.248998654168
14815681723.42860672432-155.428606724321
149081.623850946007-81.623850946007
150207200.5832985752046.41670142479557
151582.4365079817119-77.4365079817119
152885.3969014689233-77.3969014689233
153081.623850946007-81.623850946007
154081.623850946007-81.623850946007
15513011312.91813620597-11.9181362059736
15617611769.3644954087-8.36449540869889
157081.623850946007-81.623850946007
158483.3072119485388-79.3072119485388
159151140.5458944869310.4541055130698
160474492.612853354804-18.6128533548044
161141230.675551795431-89.6755517954312
162705804.814748450675-99.8147484506748
1632989.6592046970091-60.6592046970091
16410211019.375271264071.62472873593453


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.880783477037760.2384330459244810.11921652296224
80.7881702754297110.4236594491405790.21182972457029
90.781114791937740.437770416124520.21888520806226
100.6796490137524040.6407019724951930.320350986247596
110.5835686672259550.8328626655480890.416431332774045
120.4767998787320070.9535997574640130.523200121267993
130.420464613249270.840929226498540.57953538675073
140.3277495232418760.6554990464837520.672250476758124
150.2487821830404620.4975643660809240.751217816959538
160.7726810431929260.4546379136141480.227318956807074
170.7670771375771240.4658457248457520.232922862422876
180.7092640246652190.5814719506695620.290735975334781
190.6469456736454410.7061086527091180.353054326354559
200.5850942342185440.8298115315629110.414905765781456
210.5441643650800670.9116712698398660.455835634919933
220.8077683264501590.3844633470996810.192231673549841
230.7646691360534980.4706617278930040.235330863946502
240.711157431435810.5776851371283790.28884256856419
250.9161291407720360.1677417184559280.0838708592279639
260.948650294220530.102699411558940.0513497057794702
270.9545924323367810.09081513532643750.0454075676632188
280.9540462820294420.09190743594111510.0459537179705576
290.9380724664653930.1238550670692140.061927533534607
300.9291592530466640.1416814939066720.0708407469533362
310.9219733256917710.1560533486164580.0780266743082289
320.9042678795542380.1914642408915240.0957321204457618
330.9560853559758980.08782928804820450.0439146440241023
340.9450811324801780.1098377350396440.0549188675198221
350.9327037659031540.1345924681936920.067296234096846
360.9139760381465680.1720479237068650.0860239618534323
370.9116580127275950.1766839745448110.0883419872724055
380.8887846361503950.2224307276992090.111215363849605
390.8626794026835170.2746411946329660.137320597316483
400.8450427985823770.3099144028352460.154957201417623
410.8402738216856330.3194523566287340.159726178314367
420.8129477965218110.3741044069563790.187052203478189
430.7790872273672420.4418255452655160.220912772632758
440.7587467262207310.4825065475585370.241253273779269
450.9398466355331840.1203067289336310.0601533644668157
460.9947916397336530.01041672053269410.00520836026634705
470.9928285002719050.01434299945619020.0071714997280951
480.9900659544153870.01986809116922520.00993404558461258
490.9979520476741640.004095904651671030.00204795232583551
500.9974530288762170.005093942247566120.00254697112378306
510.9965349204298940.006930159140212330.00346507957010617
520.9961985826779040.00760283464419150.00380141732209575
530.9991821759979440.00163564800411270.000817824002056351
540.9987948143843410.002410371231317710.00120518561565886
550.9984062586109110.003187482778178640.00159374138908932
560.9976846091360130.004630781727974980.00231539086398749
570.9967734442300450.006453111539910260.00322655576995513
580.9991978626036430.001604274792714710.000802137396357353
590.9992621814702330.001475637059533410.000737818529766704
600.9989501446423790.002099710715241720.00104985535762086
610.9986974938177690.002605012364461170.00130250618223059
620.9987869394921490.002426121015701080.00121306050785054
630.998616957585860.002766084828279040.00138304241413952
640.9979985649060680.00400287018786390.00200143509393195
650.9988103091113810.002379381777237650.00118969088861882
660.9982742607438020.003451478512396740.00172573925619837
670.9977125691649820.00457486167003580.0022874308350179
680.9992431198825650.001513760234869690.000756880117434846
690.9989021294550190.002195741089961910.00109787054498096
700.9984720730851130.0030558538297750.0015279269148875
710.9980067541235950.003986491752810010.00199324587640501
720.997258093538620.005483812922759490.00274190646137974
730.9961372123837490.007725575232501140.00386278761625057
740.9958947938655130.008210412268973050.00410520613448653
750.9943006956856320.01139860862873610.00569930431436807
760.9972420474042320.005515905191535130.00275795259576756
770.9982191527217730.003561694556453090.00178084727822655
780.9979591925940550.004081614811890770.00204080740594538
790.9971077622252290.005784475549541720.00289223777477086
800.9960115655469210.00797686890615720.0039884344530786
810.9953738821233930.009252235753213570.00462611787660678
820.9936614719485680.01267705610286460.00633852805143231
830.9917472769647830.01650544607043340.00825272303521671
840.9890283037528030.02194339249439420.0109716962471971
850.9859421732880590.02811565342388160.0140578267119408
860.9889911018794060.02201779624118840.0110088981205942
870.9863979313768740.0272041372462510.0136020686231255
880.9893935876615290.02121282467694280.0106064123384714
890.989120120936990.02175975812601920.0108798790630096
900.9996481823380810.0007036353238382970.000351817661919148
910.9995267770863890.0009464458272216930.000473222913610847
920.9993099474500040.001380105099991230.000690052549995613
930.9990065410843660.001986917831268160.000993458915634082
940.9993354948483680.001329010303263610.000664505151631805
950.9993610074103180.00127798517936380.000638992589681902
960.999208231596020.001583536807960550.000791768403980277
970.998940675702790.00211864859442070.00105932429721035
980.9990042686883540.001991462623292770.000995731311646385
990.9991509579011260.001698084197749020.000849042098874512
1000.99873728130250.00252543739499950.00126271869749975
1010.9984938847111970.003012230577605910.00150611528880296
1020.9979311669294320.00413766614113680.0020688330705684
1030.9970260572370310.00594788552593790.00297394276296895
1040.9959993022320630.008001395535873210.0040006977679366
1050.9950569266016880.009886146796623350.00494307339831167
1060.9930424734565640.01391505308687230.00695752654343616
1070.990236215950250.01952756809950040.00976378404975018
1080.9865311216739230.02693775665215480.0134688783260774
1090.9827034336438130.03459313271237430.0172965663561872
1100.9801653673816760.03966926523664790.0198346326183239
1110.9909456322357280.01810873552854350.00905436776427176
1120.9873755460709040.02524890785819270.0126244539290963
1130.9835132830336670.03297343393266570.0164867169663328
1140.9776184136119410.04476317277611830.0223815863880591
1150.9710578052828630.05788438943427310.0289421947171365
1160.9616828706314210.07663425873715740.0383171293685787
1170.980681213075050.03863757384990.01931878692495
1180.9751609619016880.04967807619662310.0248390380983116
1190.968964937353930.06207012529213920.0310350626460696
1200.9599121009186260.08017579816274890.0400878990813744
1210.965291213020870.06941757395826070.0347087869791303
1220.9581846275596490.08363074488070160.0418153724403508
1230.9454710084836540.1090579830326920.0545289915163462
1240.9422360005559820.1155279988880370.0577639994440184
1250.9312149455838540.1375701088322920.0687850544161458
1260.9130951296900570.1738097406198860.0869048703099428
1270.9182288749861810.1635422500276390.0817711250138193
1280.9533939831560020.09321203368799670.0466060168439984
1290.9427720292080970.1144559415838050.0572279707919026
1300.9624556558333090.07508868833338220.0375443441666911
1310.9668613189421110.06627736211577870.0331386810578893
1320.9939589996510980.01208200069780330.00604100034890163
1330.9905140444984830.01897191100303440.00948595550151719
1340.9859326731280780.02813465374384450.0140673268719222
1350.9844600970489430.03107980590211310.0155399029510566
1360.9766983813497940.04660323730041270.0233016186502064
1370.9711191682883460.05776166342330890.0288808317116545
1380.9699608682484780.0600782635030430.0300391317515215
1390.9965002075991210.006999584801757840.00349979240087892
1400.994342916045630.01131416790874050.00565708395437024
1410.9915813680351750.01683726392965040.00841863196482518
1420.9989362675783530.002127464843293490.00106373242164674
1430.9989687758894930.002062448221014990.00103122411050749
1440.9999914678831471.70642337056916e-058.53211685284579e-06
1450.9999762109320234.75781359542667e-052.37890679771334e-05
1460.9999815419170333.69161659332902e-051.84580829666451e-05
1470.999999999668266.63479549343506e-103.31739774671753e-10
1480.999999999893972.12059531358722e-101.06029765679361e-10
1490.9999999990907891.81842116372888e-099.09210581864441e-10
1500.9999999978168974.36620615822455e-092.18310307911228e-09
1510.9999999781471244.37057514661414e-082.18528757330707e-08
1520.9999997931558564.13688287689289e-072.06844143844645e-07
1530.9999982511228553.49775429081457e-061.74887714540728e-06
1540.9999862631944352.74736111304332e-051.37368055652166e-05
1550.999883083116890.0002338337662206380.000116916883110319
1560.9991656097017920.001668780596416440.000834390298208218
1570.9942241376979650.01155172460406960.00577586230203481


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level640.423841059602649NOK
5% type I error level950.629139072847682NOK
10% type I error level1090.721854304635762NOK