Multiple Linear Regression - Estimated Regression Equation
Gewicht[t] = + 0.971972721711049 + 0.992766162147325cholesterol[t] -0.982409687970951Bloeddruk[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.9719727217110490.420162.31330.0210150.010508
cholesterol0.9927661621473250.002895342.898100
Bloeddruk-0.9824096879709510.038833-25.298200


Multiple Linear Regression - Regression Statistics
Multiple R0.998375465684589
R-squared0.99675357048092
Adjusted R-squared0.996743581467015
F-TEST (value)99784.9817783999
F-TEST (DF numerator)2
F-TEST (DF denominator)650
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.03873045136086
Sum Squared Residuals701.324617879821


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
18382.52378865626080.476211343739181
27978.54236753349510.45763246650488
39292.4721632260869-0.472163226086937
48382.51343218208460.486567817915444
59291.45868411558690.541315884413143
6103102.3894683733840.610531626616194
78280.53825633196631.46174366803372
88685.49173066852650.508269331473468
9106105.3677668598260.632233140174218
107978.54236753349530.457632466504744
118687.4772629928212-1.47726299282118
127677.5496013713479-1.54960137134793
13108107.3636556582970.636344341703193
148281.55173544246640.448264557533647
15108108.314995923739-0.314995923738635
16118118.273726967741-0.273726967741012
17127125.2334465769491.76655342305134
18123122.2551480905070.744851909493314
197273.5681802485823-1.56818024858226
20105105.378123334002-0.378123334002157
216361.66534277699071.33465722300928
228686.4948533048502-0.494853304850231
235856.68079901790141.31920098209865
245961.6549863028144-2.65498630281435
25100101.396702211236-1.39670221123648
26100100.403936049089-0.403936049089158
277878.5527240076716-0.55272400767163
289494.4473390762052-0.447339076205206
29105105.367766859826-0.367766859825782
308990.4762744276159-1.47627442761591
3110199.42152636111821.57847363888179
329290.47627442761591.52372557238409
33105106.370889496149-1.37088949614948
347675.55371257287690.446287427123093
358078.57343695602441.42656304397562
366666.618817113551-0.618817113550978
37117117.312030228123-0.312030228122805
389495.4711746608817-1.47117466088165
39107108.346065346268-1.34606534626776
40110109.3595444567680.640455543232168
41110110.352310618915-0.352310618915155
42106104.3853571718551.61464282814517
439494.4369826020288-0.436982602028832
447169.61782854834571.3821714516543
45101102.389468373384-1.38946837338381
468482.52378865626091.47621134373907
478989.4731517912922-0.473151791292207
48119117.3016737539461.69832624605357
499797.4256375626472-0.425637562647182
508279.54549016981892.45450983018105
518988.49074210332130.509257896678744
527070.610594710493-0.610594710493028
53101101.396702211236-0.396702211236483
548182.5341451304373-1.5341451304373
557473.5888931969350.411106803064996
56107107.35329918412-0.353299184120431
579797.4152810884708-0.415281088470808
588385.5228000910557-2.52280009105565
599594.44733907620520.552660923794794
608281.541378968290.458621031710021
618886.49485330485021.50514669514977
627474.6023723074351-0.602372307435078
63104104.385357171855-0.385357171854831
647373.5785367227586-0.57853672275863
657372.58577056061130.414229439388694
668181.54137896829-0.541378968289979
677979.5454901698189-0.545490169818954
688382.51343218208460.486567817915444
69111110.3523106189150.647689381084845
70138138.160119633217-0.160119633216633
718181.5206660199372-0.52066601993723
72107107.363655658297-0.363655658296807
736667.6219397498747-1.62193974987468
748183.5269112925846-2.52691129258463
757473.59924967111140.400750328888622
769696.4121584521471-0.412158452147108
778684.50932098055561.49067901944442
786969.6178285483457-0.617828548345702
797371.60336087264041.39663912735965
807170.62095118466940.379048815330596
816464.6332847892563-0.633284789256329
827980.558969280319-1.55896928031903
836059.67981045269610.320189547303925
84111110.3315976705620.668402329437593
85107105.3781233340021.62187666599784
869089.47315179129220.526848208707793
879896.45358434885261.54641565114739
887777.5392448971716-0.539244897171556
899392.47216322608690.527836773913071
906867.62193974987470.378060250125323
917474.571302884906-0.571302884905955
927070.610594710493-0.610594710493028
938079.54549016981890.454509830181046
948181.5206660199372-0.52066601993723
957272.606483508964-0.606483508964053
968180.54861280614270.451387193857346
979291.46904058976320.53095941023677
988182.5030757079082-1.50307570790818
997879.5247772214662-1.52477722146621
1009292.4514502777342-0.451450277734181
1019291.43797116723410.562028832765892
102107106.3605330219730.639466978026892
1039898.4080472506181-0.408047250618133
1048683.52691129258462.47308870741537
1057778.5423675334953-1.54236753349526
1069697.4256375626472-1.42563756264718
107104104.364644223502-0.364644223502083
1087777.5496013713479-0.549601371347931
1096566.6395300619037-1.63953006190373
1106159.69016692687251.30983307312755
111117118.294439916094-1.29443991609376
1128483.51655481840830.483445181591744
1136970.5898817621403-1.58988176214028
1148584.5196774547320.480322545268045
115116116.298551117623-0.298551117622735
116115114.3130187933280.686981206671918
1175554.71597964195940.28402035804055
1186464.6539977376091-0.653997737609076
119117116.2881946434460.711805356553641
1206867.62193974987470.378060250125323
121104104.395713646031-0.395713646031206
1226666.6291735877274-0.62917358772735
1237069.60747207416930.392527925830674
1248989.4524388429395-0.452438842939458
1257977.55995784552431.4400421544757
1267068.63541886037481.36458113962525
1276363.6508751012854-0.650875101285378
1287978.5630804818480.436919518151996
1296260.67257661484341.3274233851566
1309492.46180675191061.53819324808944
1318383.5165548184083-0.516554818408256
132118117.291317279770.708682720229939
1336261.66534277699070.334657223009275
1347878.563080481848-0.563080481848004
1358384.519677454732-1.51967745473196
1369191.4586841155869-0.458684115586857
1378482.51343218208461.48656781791544
1387675.5847819954060.415218004593971
13910099.42152636111820.578473638881793
1408080.5486128061427-0.548612806142654
1419899.4215263611182-1.42152636111821
1428989.4938647396449-0.493864739644955
1439899.4215263611182-1.42152636111821
1448888.4803856291449-0.480385629144881
1458180.51754338361350.482456616386468
1468888.4700291549685-0.470029154968507
1477575.584781995406-0.584781995406029
1487778.563080481848-1.563080481848
1498887.49797594117390.502024058826069
1506565.6467638997564-0.646763899756399
1516969.6178285483457-0.617828548345702
1527675.57442552122970.425574478770346
1535352.73044731766480.269552682335203
1548282.5341451304373-0.534145130437304
1556765.636407425581.36359257441997
1568484.5196774547319-0.519677454731955
157112110.3419541447391.65804585526122
1589191.4690405897632-0.46904058976323
159104102.3687554250311.63124457496894
1607977.54960137134791.45039862865207
1619090.4659179534395-0.465917953439532
1626061.6860557253435-1.68605572534348
1637980.5486128061427-1.54861280614265
1649998.42876019897090.571239801029118
1656866.64988653608011.3501134639199
1667979.5247772214662-0.524777221466207
167107106.3501765477970.649823452203267
168114116.298551117623-2.29855111762273
1698182.5237886562609-1.52378865626093
1708381.53102249411361.46897750588639
1716160.68293308901980.317066910980226
1728281.51030954576090.489690454239143
173134134.189054984627-0.189054984627334
174102102.379111899207-0.379111899207434
175132132.18280971198-0.182809711979937
1767272.5754140864349-0.57541408643493
1777273.588893196935-1.588893196935
178102101.3759892628840.624010737116265
1799292.4514502777342-0.451450277734181
1809494.4576955503816-0.457695550381582
1818686.4844968306739-0.484496830673857
1828483.50619834423190.493801655768119
1836667.6219397498747-1.62193974987468
184129130.176564439333-1.17656443933254
1858889.4627953171158-1.46279531711583
186109111.314007358533-2.31400735853336
1878484.5093209805556-0.509320980555581
1887373.588893196935-0.588893196935004
1898685.51244361687930.48755638312072
190113113.309896157004-0.309896157004383
1918888.4803856291449-0.480385629144881
1929091.4483276414105-1.44832764141048
1938282.5237886562609-0.52378865626093
194111110.3523106189150.647689381084845
1957372.58577056061130.414229439388694
1969191.4690405897632-0.46904058976323
1977271.60336087264040.396639127359645
198111110.3419541447390.658045855261217
199108107.3429427099440.65705729005594
2008380.53825633196632.46174366803372
2018180.53825633196630.461743668033721
202111111.345076781062-0.345076781062481
2036969.6074720741693-0.607472074169326
204106104.3646442235021.63535577649792
205115113.3098961570041.69010384299562
206132131.2107564981850.789243501814638
2077877.57031431970070.429685680299321
2089090.4762744276159-0.476274427615906
209132130.1972773876851.80272261231472
2109191.4690405897632-0.46904058976323
211115115.295428481299-0.295428481299033
2126565.6260509514037-0.626050951403652
2137778.5527240076716-1.55272400767163
2147169.61782854834571.3821714516543
2157473.59924967111140.400750328888622
2167675.57442552122970.425574478770346
217115115.316141429652-0.316141429651783
21810098.41840372479451.58159627520549
2197069.61782854834570.382171451654298
2207171.593004398464-0.593004398463979
2217474.5816593590823-0.581659359082329
2226060.6829330890198-0.682933089019774
2235858.6870442905487-0.687044290548749
224105105.357410385649-0.357410385649406
225105106.350176547797-1.35017654779673
22610099.40081341276550.599186587234542
2277474.5816593590823-0.581659359082329
2287777.5703143197007-0.570314319700679
2297777.5599578455243-0.559957845524305
230109108.3460653462680.653934653732242
2316867.62193974987470.378060250125323
2326767.6115832756983-0.611583275698301
2339695.42974876417620.570251235823843
2348684.50932098055561.49067901944442
2358584.50932098055560.490679019444419
2369191.4690405897632-0.46904058976323
237104102.3894683733841.61053162661619
2389493.45457291405790.545427085942119
2396766.62917358772740.37082641227265
2407980.5278998577899-1.52789985778991
2417373.5785367227586-0.57853672275863
2429392.45145027773420.548549722265819
2438787.4772629928212-0.477262992821182
2446666.618817113551-0.618817113550978
2457978.55272400767160.44727599232837
2469496.4328714004999-2.43287140049986
2478482.53414513043731.4658548695627
2486767.5908703273456-0.590870327345554
249121120.2489028178590.751097182140717
2508281.53102249411360.468977505886395
251116116.319264065975-0.319264065975479
2528381.541378968291.45862103171002
2536666.618817113551-0.618817113550978
2546666.6291735877274-0.62917358772735
2557170.64166413302210.358335866977849
2568381.53102249411361.46897750588639
2579394.4576955503816-1.45769555038158
2588382.52378865626090.47621134373907
259112112.33784294321-0.337842943209808
2607978.5630804818480.436919518151996
261135135.192177620951-0.192177620951036
2628584.49896450637920.501035493620793
2639192.4825197002633-1.4825197002633
264103102.399824847560.600175152439819
2657776.57754815755340.422451842446646
2667068.63541886037481.36458113962525
2675351.74803762969381.25196237030615
2688585.5020871427029-0.502087142702906
2698889.4731517912922-1.47315179129221
2706563.6405186271091.359481372891
271119119.276849604065-0.276849604064707
2729392.48251970026330.517480299736696
2738484.5093209805556-0.509320980555581
2747068.6147059120221.385294087978
2756464.6539977376091-0.653997737609076
2766362.65810893913810.341891060861949
277152153.051612065427-1.05161206542652
2788382.52378865626090.47621134373907
2796666.618817113551-0.618817113550978
2808381.541378968291.45862103171002
281106107.342942709944-1.34294270994406
2828584.53003392890830.469966071091671
2838584.49896450637920.501035493620793
2848484.5196774547319-0.519677454731955
2857876.58790463172971.41209536827027
2869495.4193922899998-1.41939228999978
2878281.541378968290.458621031710021
2886664.64364126343271.3563587365673
2896969.6074720741693-0.607472074169326
2908382.50307570790820.496924292091818
2918384.5093209805556-1.50932098055558
292124124.230323940625-0.230323940624957
293101102.379111899207-1.37911189920743
294113111.324363832711.67563616729027
295107106.3605330219730.639466978026892
2968381.541378968291.45862103171002
2977977.55995784552431.4400421544757
2988584.5196774547320.480322545268045
2996261.66534277699070.334657223009275
3008382.51343218208460.486567817915444
301101101.417415159589-0.41741515958923
3026061.6653427769907-1.66534277699072
3038685.47101772017380.528982279826217
304101101.407058685413-0.407058685412855
3057372.58577056061130.414229439388694
3067069.62818502252210.371814977477923
3078887.47726299282120.522737007178818
3087474.5816593590823-0.581659359082329
309105105.367766859826-0.367766859825782
3108282.5341451304373-0.534145130437304
3118381.52066601993721.47933398006277
3129090.4762744276159-0.476274427615906
3137068.6147059120221.385294087978
3145657.6942781284014-1.69427812840143
3157069.61782854834570.382171451654298
3167979.5454901698189-0.545490169818954
317127125.2334465769491.76655342305134
3189694.44733907620521.55266092379479
319101100.4039360490890.596063950910842
3208182.5341451304373-1.5341451304373
3219393.4649293882343-0.464929388234255
3229290.45556147926321.54443852073684
3237981.5310224941136-2.5310224941136
3247877.57031431970070.429685680299321
3256867.62193974987470.378060250125323
3269292.4825197002633-0.482519700263304
3277373.5785367227586-0.57853672275863
3286162.6477524649617-1.64775246496168
3297371.5930043984641.40699560153602
330108106.3605330219731.63946697802689
3318887.46690651864480.533093481355192
3326664.63328478925631.36671521074367
3335959.6901669268725-0.690166926872451
3346160.67257661484340.327423385156598
3355553.72321347981211.27678652018788
336119119.266493129888-0.266493129888332
3378988.48038562914490.519614370855119
3386868.614705912022-0.614705912022003
339125127.22933537542-2.22933537541969
3406665.636407425580.363592574419973
3418279.56620311817172.4337968818283
342101100.4142925232660.585707476734468
343104105.347053911473-1.34705391147303
3446363.6612315754617-0.66123157546175
3456364.6436412634327-1.6436412634327
3466360.6622201406672.33777985933297
3479898.4184037247945-0.418403724794507
3489089.48350826546860.516491734531419
3499795.45046171252891.54953828747109
3507473.57853672275860.42146327724137
3516363.6508751012854-0.650875101285378
352102102.389468373384-0.389468373383806
3539089.47315179129220.526848208707793
3547980.5486128061427-1.54861280614265
3557472.6064835089641.39351649103595
3568989.4938647396449-0.493864739644955
3577070.610594710493-0.610594710493028
3587777.5496013713479-0.549601371347931
3597877.54960137134790.450398628652069
3607069.62818502252210.371814977477923
3619594.44733907620520.552660923794794
362100100.383223100736-0.383223100736409
3636462.63739599078531.3626040092147
3649089.46279531711580.537204682884168
365109108.3564218204440.643578179555867
3668989.4627953171158-0.462795317115832
3676665.636407425580.363592574419973
3688888.4907421033213-0.490742103321256
369108107.353299184120.646700815879569
3709798.4080472506181-1.40804725061813
3716664.63328478925631.36671521074367
3728583.51655481840831.48344518159174
3737980.5486128061427-1.54861280614265
3749593.43385996570511.56614003429487
3756264.6436412634327-2.6436412634327
3767674.58165935908231.41834064091767
3776970.6209511846694-1.6209511846694
378105105.378123334002-0.378123334002157
3797473.57853672275860.42146327724137
3809697.4359940368236-1.43599403682356
3818382.51343218208460.486567817915444
3827676.5879046317297-0.587904631729728
3838381.55173544246641.44826455753365
3846869.6178285483457-1.6178285483457
3856868.614705912022-0.614705912022003
3867676.567191683377-0.56719168337698
3877375.5744255212297-2.57442552122965
3887169.61782854834571.3821714516543
3897474.5920158332587-0.592015833258703
3907876.5671916833771.43280831662302
3919594.45769555038160.542304449618418
392103101.3967022112361.60329778876352
3938281.53102249411360.468977505886395
3946766.62917358772740.37082641227265
3957775.55371257287691.44628742712309
3969393.4649293882343-0.464929388234255
3977677.5496013713479-1.54960137134793
3988583.50619834423191.49380165576812
3996868.614705912022-0.614705912022003
4008181.5103095457609-0.510309545760856
4018787.4876194669976-0.487619466997556
4026768.6043494378456-1.60434943784563
4037877.54960137134790.450398628652069
4049393.4545729140579-0.454572914057881
4058787.4979759411739-0.49797594117393
4067777.5496013713479-0.549601371347931
4077979.5454901698189-0.545490169818954
4088484.4989645063792-0.498964506379207
409114114.292305844975-0.292305844975334
4108483.5372677667610.462732233238996
411105102.399824847562.60017515243982
412117116.2881946434460.711805356553641
4139494.4576955503816-0.457695550381582
4146564.66435421178550.335645788214552
4157576.5568352092006-1.5568352092006
4167371.5930043984641.40699560153602
417117116.2985511176230.701448882377265
4187575.5744255212297-0.574425521229654
4198586.4948533048502-1.49485330485023
4208383.5165548184083-0.516554818408256
4216364.62292831508-1.62292831507995
4228080.5382563319663-0.538256331966279
4237372.59612703478770.40387296521232
4248684.49896450637921.50103549362079
425103102.3894683733840.610531626616194
4266767.6115832756983-0.611583275698301
4278382.52378865626090.47621134373907
4285556.7222249146068-1.72222491460685
4299088.49074210332131.50925789667874
430123123.237557778478-0.237557778477638
4319897.43599403682360.564005963176444
432188187.8087842147590.19121578524073
4337675.59513846958240.404861530417597
4347271.60336087264040.396639127359645
4356565.63640742558-0.636407425580027
4369998.42876019897090.571239801029118
4378686.4741403564975-0.474140356497483
4388181.5517354424664-0.551735442466353
4399998.41840372479450.581596275205493
4405858.666331342196-0.666331342196005
4419091.4793970639396-1.47939706393961
4429797.4359940368236-0.435994036823556
4438585.5124436168793-0.51244361687928
4447977.57031431970071.42968568029932
445110109.3595444567680.640455543232168
4469291.46904058976320.53095941023677
4478886.49485330485021.50514669514977
4485655.70874580410680.291254195893223
4497171.6033608726404-0.603360872640355
450110108.3564218204441.64357817955587
4517775.57442552122971.42557447877035
4526666.6395300619037-0.639530061903726
453114115.316141429652-1.31614142965178
4547675.57442552122970.425574478770346
455109107.353299184121.64670081587957
456125124.2303239406250.769676059375042
4577473.5888931969350.411106803064996
4588989.4731517912922-0.473151791292207
459100100.414292523266-0.414292523265532
4607777.5496013713479-0.549601371347931
46199100.403936049089-1.40393604908916
4628887.48761946699760.512380533002444
4639696.4225149263235-0.422514926323484
4648787.5083324153503-0.508332415350305
465101101.396702211236-0.396702211236483
4667878.5527240076716-0.55272400767163
467119119.287206078241-0.287206078241083
468105106.370889496149-1.37088949614948
4698078.5630804818481.436919518152
4706968.6147059120220.385294087977997
4718990.4762744276159-1.47627442761591
4726972.5961270347877-3.59612703478768
4736665.60533800305090.394661996949095
4747069.62818502252210.371814977477923
4758382.52378865626090.47621134373907
4768180.5589692803190.441030719680972
4777373.588893196935-0.588893196935004
478100100.403936049089-0.403936049089158
4796766.64988653608010.350113463919899
480108109.338831508415-1.33883150841508
481105104.3646442235020.635355776497917
482119119.287206078241-0.287206078241083
4839189.48350826546861.51649173453142
484102101.3967022112360.603297788763517
48510099.41116988694180.588830113058167
4867675.5847819954060.415218004593971
48710099.42152636111820.578473638881793
4888685.49173066852650.508269331473468
489103104.375000697678-1.37500069767846
4909394.4576955503816-1.45769555038158
4915756.70151196625410.298488033745897
492115118.294439916094-3.29443991609376
4938280.51754338361351.48245661638647
4949997.42563756264721.57436243735282
4956362.67882188749080.321178112509201
496166164.9544495370181.04555046298195
4977472.58577056061131.41422943938869
4988685.5331565652320.466843434767972
4998787.4772629928212-0.477262992821182
500101103.382234535531-2.38223453553113
5017373.5992496711114-0.599249671111378
502102101.386345737060.613654262939891
5039798.4287601989709-1.42876019897088
5048686.5052097790266-0.505209779026605
505116117.29131727977-1.29131727977006
5068179.54549016981891.45450983018105
507140139.1425293211880.857470678812416
5089391.45868411558691.54131588441314
509111112.327486469033-1.32748646903343
510115115.305784955475-0.305784955475408
5117073.5992496711114-3.59924967111138
5126868.614705912022-0.614705912022003
5137776.57754815755340.422451842446646
5148181.5310224941136-0.531022494113605
5156464.6539977376091-0.653997737609076
516111110.3315976705620.668402329437593
517126123.258270726832.74172927316962
5189798.4287601989709-1.42876019897088
5197271.61371734681670.386282653183272
5208888.4907421033213-0.490742103321256
5217878.5527240076716-0.55272400767163
5229493.44421643988150.555783560118493
5237878.5527240076716-0.55272400767163
5247070.6002382363167-0.600238236316653
5259695.42974876417620.570251235823843
52699100.414292523266-1.41429252326553
5277979.5454901698189-0.545490169818954
528102102.39982484756-0.399824847560181
5298988.47002915496850.529970845031493
5307978.54236753349530.457632466504744
5319494.4576955503816-0.457695550381582
5328990.4762744276159-1.47627442761591
5339495.4504617125289-1.45046171252891
5346364.6539977376091-1.65399773760908
5357676.5464787350242-0.546478735024231
5365555.7294587524595-0.729458752459524
5378381.53102249411361.46897750588639
5387070.6209511846694-0.620951184669404
5398181.5310224941136-0.531022494113605
540130129.2148676997140.785132300285667
5416462.65810893913811.34189106086195
5427775.57442552122971.42557447877035
5438585.5124436168793-0.51244361687928
544104105.367766859826-1.36776685982578
5457270.62095118466941.3790488153306
5467068.63541886037481.36458113962525
5478484.5196774547319-0.519677454731955
548106105.3781233340020.621876665997843
549118119.287206078241-1.28720607824108
5507069.63854149669850.361458503301547
5517474.5816593590823-0.581659359082329
5527574.5713028849060.428697115094045
5539593.44421643988151.55578356011849
5547171.6240738209931-0.624073820993102
5558180.5589692803190.441030719680972
556103102.3791118992070.620888100792566
5575653.73356995398852.2664300460115
5589190.47627442761590.523725572384095
5595454.7159796419594-0.71597964195945
5607675.5847819954060.415218004593971
561101102.410181321737-1.41018132173655
5628383.5165548184083-0.516554818408256
5636262.6270395166089-0.627039516608929
5646766.63953006190370.360469938096274
5659187.49797594117393.50202405882607
5669190.47627442761590.523725572384095
5679796.43287140049990.567128599500142
5686362.64775246496170.352247535038324
5698080.558969280319-0.558969280319027
5707170.6105947104930.389405289506972
5718381.55173544246641.44826455753365
5728887.49797594117390.502024058826069
5737472.58577056061131.41422943938869
5748988.47002915496850.529970845031493
5756565.6260509514037-0.626050951403652
576103103.361521587178-0.361521587178385
577122121.2727384025360.727261597464265
578123122.2758610388590.724138961140569
5799899.4111698869418-1.41116988694183
5809797.4256375626472-0.425637562647182
5816969.597115599993-0.597115599992954
5829089.47315179129220.526848208707793
5838584.49896450637920.501035493620793
5846059.69016692687250.309833073127549
5859797.4256375626472-0.425637562647182
586111113.320252631181-2.32025263118076
587105103.3718780613551.62812193864524
5887273.5992496711114-1.59924967111138
589123123.25827072683-0.258270726830382
590129128.2324580117430.767541988256618
5918382.53414513043730.465854869562695
5928685.50208714270290.497912857297094
5938889.4835082654686-1.48350826546858
5945048.74902619489911.25097380510088
5956263.640518627109-1.640518627109
5967978.54236753349530.457632466504744
5979999.4111698869418-0.411169886941833
5988281.52066601993720.47933398006277
5997171.5722914501112-0.572291450111229
600124123.2375577784780.762442221522362
6018181.5310224941136-0.531022494113605
6028384.5093209805556-1.50932098055558
603121120.2696157662120.730384233787967
6046563.65087510128541.34912489871462
6056159.70052340104881.29947659895118
6066564.64364126343270.356358736567299
6077171.593004398464-0.593004398463979
6087170.6105947104930.389405289506972
6096261.65498630281440.345013697185647
6107473.59924967111140.400750328888622
6116362.65810893913810.341891060861949
6127575.584781995406-0.584781995406029
6138282.5237886562609-0.52378865626093
6149494.4576955503816-0.457695550381582
615107108.346065346268-1.34606534626776
6169493.44421643988150.555783560118493
6179192.4514502777342-1.45145027773418
618102103.392591009708-1.3925910097075
6197372.6064835089640.393516491035947
620107106.3812459703260.618754029674144
6217474.5816593590823-0.581659359082329
6228079.54549016981890.454509830181046
623112111.3347203068860.665279693113894
6247171.6137173468167-0.613717346816729
6257876.55683520920061.4431647907994
6266969.6281850225221-0.628185022522077
6278887.45655004446840.543449955531566
628106106.370889496149-0.37088949614948
6295654.72633611613581.27366388386417
630118119.266493129888-1.26649312988833
6319089.49386473964490.506135260355045
6327675.56406904705330.43593095294672
6338382.51343218208460.486567817915444
6347776.5671916833770.43280831662302
635122122.24479161633-0.244791616330311
6368585.5020871427029-0.502087142702906
6376766.63953006190370.360469938096274
6389393.4545729140579-0.454572914057881
6395959.6798104526961-0.679810452696075
6409291.44832764141050.551672358589518
6415857.69427812840140.305721871598574
642115116.308907591799-1.30890759179911
6439696.4225149263235-0.422514926323484
644120119.2872060782410.712793921758918
6458787.4876194669976-0.487619466997556
646118117.291317279770.708682720229939
6478787.4979759411739-0.49797594117393
648101100.4142925232660.585707476734468
6495553.71285700563571.28714299436425
6509897.43599403682360.564005963176444
6518382.53414513043730.465854869562695
652102100.4039360490891.59606395091084
6537979.5558466439953-0.555846643995328


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.0113762506442010.02275250128840190.988623749355799
70.1395181491581090.2790362983162190.860481850841891
80.07252613908396710.1450522781679340.927473860916033
90.03576823232901180.07153646465802350.964231767670988
100.01659615191485570.03319230382971150.983403848085144
110.2393823633885330.4787647267770660.760617636611467
120.4486356098528680.8972712197057360.551364390147132
130.3552354130447860.7104708260895730.644764586955214
140.2718882598345770.5437765196691530.728111740165423
150.2044209593638590.4088419187277180.795579040636141
160.1616034615767180.3232069231534370.838396538423282
170.2009592255902590.4019184511805190.799040774409741
180.1490172752157870.2980345504315740.850982724784213
190.1742631332706490.3485262665412990.825736866729351
200.1859059411631090.3718118823262180.814094058836891
210.2565399183663370.5130798367326740.743460081633663
220.2267267049306020.4534534098612050.773273295069397
230.3130159495695530.6260318991391060.686984050430447
240.6298936728171270.7402126543657460.370106327182873
250.7086882187312750.582623562537450.291311781268725
260.6725309110960090.6549381778079810.327469088903991
270.6332000056221060.7335999887557880.366799994377894
280.5949159696786790.8101680606426420.405084030321321
290.5512765153822030.8974469692355940.448723484617797
300.6129355987717720.7741288024564560.387064401228228
310.6480174543138810.7039650913722380.351982545686119
320.681122515386510.6377549692269810.31887748461349
330.7424114560885060.5151770878229880.257588543911494
340.7186931139208790.5626137721582430.281306886079121
350.720203160134740.559593679730520.27979683986526
360.6821825235192370.6356349529615260.317817476480763
370.6645376788038790.6709246423922420.335462321196121
380.7413283979517190.5173432040965620.258671602048281
390.7619947536145130.4760104927709750.238005246385487
400.734358144005980.531283711988040.26564185599402
410.7011630210598130.5976739578803740.298836978940187
420.7446977207124790.5106045585750420.255302279287521
430.7115769760030190.5768460479939620.288423023996981
440.7341222107786870.5317555784426260.265877789221313
450.7568813176501950.486237364699610.243118682349805
460.7847204352264130.4305591295471740.215279564773587
470.7574003995836430.4851992008327140.242599600416357
480.794434929678630.411130140642740.20556507032137
490.7691560274850440.4616879450299120.230843972514956
500.8720117264199510.2559765471600970.127988273580049
510.8513900530221690.2972198939556630.148609946977832
520.8400890048177630.3198219903644740.159910995182237
530.8183930227053170.3632139545893660.181606977294683
540.8540605423143970.2918789153712060.145939457685603
550.8322386293431810.3355227413136380.167761370656819
560.8086639604694170.3826720790611650.191336039530582
570.7835247848324720.4329504303350570.216475215167528
580.8988178820138920.2023642359722160.101182117986108
590.8854046150454330.2291907699091340.114595384954567
600.8688625346399680.2622749307200630.131137465360032
610.8866828414920580.2266343170158840.113317158507942
620.8753199985169540.2493600029660920.124680001483046
630.8582273793503310.2835452412993380.141772620649669
640.8420222914754530.3159554170490940.157977708524547
650.8226969888535850.3546060222928290.177303011146415
660.8043607809265570.3912784381468860.195639219073443
670.7844237295645220.4311525408709560.215576270435478
680.7632982830195120.4734034339609770.236701716980489
690.7434241590263840.5131516819472310.256575840973616
700.7152638876085510.5694722247828990.284736112391449
710.6906501468944040.6186997062111920.309349853105596
720.6628423474108630.6743153051782750.337157652589137
730.6991527690849770.6016944618300460.300847230915023
740.8172994161986150.3654011676027710.182700583801385
750.7990668152085820.4018663695828370.200933184791418
760.7768230674860490.4463538650279010.223176932513951
770.8046683687543960.3906632624912080.195331631245604
780.785989359141240.428021281717520.21401064085876
790.80800784797640.38398430404720.1919921520236
800.7877187038993740.4245625922012520.212281296100626
810.7688389449735210.4623221100529580.231161055026479
820.7943600304426180.4112799391147630.205639969557382
830.7741719784285530.4516560431428940.225828021571447
840.7579715312814330.4840569374371330.242028468718567
850.7887840861622910.4224318276754190.211215913837709
860.770646988591750.45870602281650.22935301140825
870.7944542280295740.4110915439408520.205545771970426
880.7747862308975890.4504275382048220.225213769102411
890.7548406182795690.4903187634408630.245159381720431
900.7339847142678430.5320305714643140.266015285732157
910.7129079923376910.5741840153246170.287092007662309
920.6925797164716540.6148405670566910.307420283528346
930.6703384203902580.6593231592194830.329661579609742
940.6464296344331260.7071407311337490.353570365566874
950.6253909326774030.7492181346451930.374609067322597
960.6010656165198170.7978687669603660.398934383480183
970.5776521843420040.8446956313159930.422347815657996
980.5997807270947030.8004385458105940.400219272905297
990.6189907998404340.7620184003191330.381009200159566
1000.5932525166129090.8134949667741820.406747483387091
1010.5786228206426650.8427543587146690.421377179357335
1020.5580886924356690.8838226151286610.441911307564331
1030.5315855035007770.9368289929984460.468414496499223
1040.6644365483899770.6711269032200470.335563451610023
1050.686989592910760.6260208141784790.31301040708924
1060.7107293490080820.5785413019838370.289270650991918
1070.6867071639184730.6265856721630540.313292836081527
1080.6638360144999430.6723279710001130.336163985500056
1090.6954482977972310.6091034044055390.304551702202769
1100.7150602538183910.5698794923632180.284939746181609
1110.7364386293361130.5271227413277740.263561370663887
1120.7185986075211460.5628027849577080.281401392478854
1130.7360149490099760.5279701019800490.263985050990024
1140.7164854799185980.5670290401628040.283514520081402
1150.6940264292265920.6119471415468170.305973570773408
1160.6775015787730650.644996842453870.322498421226935
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4210.6124875993304130.7750248013391740.387512400669587
4220.5966781572953130.8066436854093730.403321842704687
4230.577095068719590.845809862560820.42290493128041
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4260.5707573820081390.8584852359837220.429242617991861
4270.5520293955630130.8959412088739730.447970604436987
4280.5905538946098580.8188922107802840.409446105390142
4290.6161392681448150.7677214637103690.383860731855185
4300.594774701822240.810450596355520.40522529817776
4310.5796459299030240.8407081401939520.420354070096976
4320.5595524656301210.8808950687397580.440447534369879
4330.5407666220874110.9184667558251790.459233377912589
4340.520371645885620.959256708228760.47962835411438
4350.50745076451020.9850984709796010.4925492354898
4360.4923716913518370.9847433827036750.507628308648163
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4380.4585531158053850.917106231610770.541446884194615
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4580.4196873001390580.8393746002781160.580312699860942
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4600.3835812812279540.7671625624559090.616418718772046
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4850.4213117035857060.8426234071714120.578688296414294
4860.4007899590292060.8015799180584130.599210040970794
4870.3860870387779050.772174077555810.613912961222095
4880.3657440410685560.7314880821371130.634255958931444
4890.382433005622940.764866011245880.61756699437706
4900.4013328800017150.802665760003430.598667119998285
4910.3777351687028390.7554703374056780.622264831297161
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4990.6087905622697680.7824188754604650.391209437730232
5000.711425560745420.5771488785091610.28857443925458
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5020.6800460328774470.6399079342451060.319953967122553
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5110.9207690767066820.1584618465866360.0792309232933182
5120.9153651753840390.1692696492319220.0846348246159612
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5140.8976350381808350.2047299236383290.102364961819165
5150.8919949718485760.2160100563028480.108005028151424
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5180.9612119648588860.07757607028222870.0387880351411143
5190.9554592269912140.08908154601757110.0445407730087855
5200.9502867879725210.09942642405495820.0497132120274791
5210.9456920867483280.1086158265033430.0543079132516715
5220.9399439241623630.1201121516752740.0600560758376368
5230.9345997446765940.1308005106468120.065400255323406
5240.9301846124354070.1396307751291870.0698153875645934
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5260.9323308316212220.1353383367575570.0676691683787784
5270.9264268519804250.147146296039150.0735731480195748
5280.9172898600479290.1654202799041420.0827101399520709
5290.9084876267360070.1830247465279860.0915123732639928
5300.8977153687884160.2045692624231680.102284631211584
5310.8872202599072530.2255594801854950.112779740092747
5320.9040916952943910.1918166094112180.095908304705609
5330.9184401479850.163119704030.0815598520149998
5340.942533731462320.1149325370753590.0574662685376796
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5400.9385152285728390.1229695428543220.0614847714271612
5410.9406333023138630.1187333953722750.0593666976861374
5420.9461781761576530.1076436476846940.0538218238423468
5430.940882701553260.118234596893480.05911729844674
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5450.9504809702448250.09903805951035020.0495190297551751
5460.9532923619594790.09341527608104110.0467076380405205
5470.9484880982152630.1030238035694740.0515119017847369
5480.9433544835693420.1132910328613160.0566455164306581
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5500.9391749103564940.1216501792870120.0608250896435061
5510.9346980526592230.1306038946815540.0653019473407769
5520.9250093551765390.1499812896469220.0749906448234608
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5540.9374949483915790.1250101032168420.0625050516084211
5550.9276106306477550.144778738704490.0723893693522452
5560.9216924468481520.1566151063036970.0783075531518484
5570.9517589804871120.09648203902577650.0482410195128882
5580.9450202074067880.1099595851864240.0549797925932119
5590.9439776121087250.112044775782550.0560223878912749
5600.9347361986648840.1305276026702310.0652638013351156
5610.9470768432691180.1058463134617640.0529231567308819
5620.941077825076550.1178443498468990.0589221749234495
5630.9356257200921890.1287485598156210.0643742799078105
5640.9246647333526790.1506705332946420.0753352666473212
5650.9919883436984160.01602331260316780.00801165630158389
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5670.9888844216408650.02223115671827060.0111155783591353
5680.9862053181805270.02758936363894660.0137946818194733
5690.9846052080197590.0307895839604820.015394791980241
5700.9811089244365030.03778215112699450.0188910755634973
5710.9847244941519410.03055101169611780.0152755058480589
5720.9819104891273040.03617902174539250.0180895108726963
5730.9853700333815220.02925993323695560.0146299666184778
5740.9829634289390090.0340731421219820.017036571060991
5750.9811146935518260.03777061289634720.0188853064481736
5760.976904308030350.0461913839393010.0230956919696505
5770.9761035749654150.04779285006916980.0238964250345849
5780.9760389466069750.04792210678605090.0239610533930255
5790.9805748211431530.03885035771369340.0194251788568467
5800.9764842589398890.04703148212022210.023515741060111
5810.9745159639207030.05096807215859360.0254840360792968
5820.9701063588635920.05978728227281560.0298936411364078
5830.9645205415778590.07095891684428120.0354794584221406
5840.9565824546444310.08683509071113850.0434175453555692
5850.9484477074473350.1031045851053290.0515522925526646
5860.9797606010748350.04047879785032930.0202393989251647
5870.9878379239619320.02432415207613530.0121620760380676
5880.9937057008354410.01258859832911870.00629429916455936
5890.9916927697722080.01661446045558460.00830723022779232
5900.991855644957920.01628871008415980.00814435504207989
5910.989766197996580.02046760400684050.0102338020034202
5920.9874531247150840.02509375056983230.0125468752849161
5930.9919627788576130.01607444228477320.00803722114238662
5940.99226008140840.01547983718319990.00773991859159993
5950.9969107822390760.006178435521847660.00308921776092383
5960.9959071932111760.008185613577648840.00409280678882442
5970.9946570496077430.01068590078451320.00534295039225658
5980.9931001726889830.01379965462203340.00689982731101669
5990.9924458040249930.01510839195001460.00755419597500729
6000.9929082855662920.01418342886741680.00709171443370841
6010.991657631947210.01668473610557970.00834236805278987
6020.995854765152890.008290469694219420.00414523484710971
6030.996252712708330.007494574583340030.00374728729167001
6040.9966578085015150.00668438299696930.00334219149848465
6050.9970904860272420.005819027945515370.00290951397275769
6060.9958381406211030.008323718757793490.00416185937889675
6070.9955735977798890.008852804440221660.00442640222011083
6080.9938056457314570.01238870853708520.00619435426854259
6090.9912733274904570.01745334501908590.00872667250954294
6100.9882817348626350.02343653027472930.0117182651373647
6110.9838398896812030.03232022063759470.0161601103187973
6120.9812742821602380.03745143567952360.0187257178397618
6130.9780088852832250.043982229433550.021991114716775
6140.9717198710871460.05656025782570740.0282801289128537
6150.97864807649050.04270384701899940.0213519235094997
6160.9729901331712990.05401973365740190.027009866828701
6170.986151066192080.02769786761583970.0138489338079199
6180.9917639188172150.0164721623655690.00823608118278452
6190.9881899347407990.02362013051840180.0118100652592009
6200.9866389341505090.02672213169898280.0133610658494914
6210.9859075466499850.02818490670003090.0140924533500154
6220.9799832058356970.04003358832860560.0200167941643028
6230.9778748228110740.04425035437785230.0221251771889262
6240.9763366965321420.04732660693571550.0236633034678577
6250.9814224309083410.03715513818331720.0185775690916586
6260.9821578613655060.03568427726898890.0178421386344945
6270.9761854467667820.04762910646643520.0238145532332176
6280.9670536084651390.06589278306972290.0329463915348615
6290.9641002586868720.07179948262625680.0358997413131284
6300.9768155713950450.04636885720991060.0231844286049553
6310.968783090473910.06243381905217920.0312169095260896
6320.9537372788865750.092525442226850.046262721113425
6330.9335763637005590.1328472725988820.066423636299441
6340.907831417468460.1843371650630810.0921685825315403
6350.8817065797876480.2365868404247030.118293420212352
6360.8656122113282850.268775577343430.134387788671715
6370.820906559741770.358186880516460.17909344025823
6380.7853287536096990.4293424927806020.214671246390301
6390.7835715143456730.4328569713086530.216428485654327
6400.7077966085902040.5844067828195920.292203391409796
6410.6179030530803510.7641938938392990.382096946919649
6420.7425191738023090.5149616523953820.257480826197691
6430.7858902474714440.4282195050571110.214109752528556
6440.6946463092120390.6107073815759220.305353690787961
6450.8681276501332760.2637446997334480.131872349866724
6460.8505316831510910.2989366336978190.149468316848909
6470.9453508974805310.1092982050389370.0546491025194685


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level80.0124610591900312NOK
5% type I error level590.0919003115264797NOK
10% type I error level770.11993769470405NOK