Multiple Linear Regression - Estimated Regression Equation
Learning[t] = + 4.02213192467022 + 2.51220871915759Pop[t] -0.00416326360064588t + 0.000172174548079316Pop_t[t] -0.0555568413104843Connected[t] + 0.142876235895835Connected_p[t] + 0.157004790836635Separate[t] -0.171050529312447Separate_p[t] + 0.561688749040416Software[t] -0.0423405001257778Software_p[t] + 0.129559018015456Happiness[t] -0.0990921264717638Happiness_p[t] + 0.0223866216094669Depression[t] -0.105904658670812Depression_p[t] -0.00941064469108985Belonging[t] + 0.0247479684327579Belonging_p[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)4.022131924670223.3275781.20870.2279190.11396
Pop2.512208719157594.2401550.59250.5540690.277034
t-0.004163263600645880.006372-0.65340.5141130.257057
Pop_t0.0001721745480793160.0071810.0240.9808910.490446
Connected-0.05555684131048430.052264-1.0630.2888130.144406
Connected_p0.1428762358958350.070032.04020.0423880.021194
Separate0.1570047908366350.0597982.62560.0091870.004594
Separate_p-0.1710505293124470.074474-2.29680.0224650.011232
Software0.5616887490404160.0822326.830600
Software_p-0.04234050012577780.109405-0.3870.6990840.349542
Happiness0.1295590180154560.0893821.44950.1484620.074231
Happiness_p-0.09909212647176380.117868-0.84070.4013220.200661
Depression0.02238662160946690.0622070.35990.7192470.359624
Depression_p-0.1059046586708120.084312-1.25610.2102580.105129
Belonging-0.009410644691089850.019054-0.49390.6218160.310908
Belonging_p0.02474796843275790.0246211.00520.3158010.1579


Multiple Linear Regression - Regression Statistics
Multiple R0.683693459674527
R-squared0.467436746801725
Adjusted R-squared0.435225259713119
F-TEST (value)14.5114922982577
F-TEST (DF numerator)15
F-TEST (DF denominator)248
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.8457000801965
Sum Squared Residuals844.838978937264


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11316.0460838528533-3.04608385285332
21616.0978854720565-0.0978854720564726
31916.61871875636862.38128124363138
41512.26884458802932.73115541197066
51415.6143076175297-1.61430761752971
61315.0952278482479-2.09522784824791
71915.11063832808453.88936167191553
81516.9713242202552-1.9713242202552
91416.1392821471749-2.13928214717491
101514.40254902683560.597450973164367
111615.46104561611020.53895438388983
121616.1235117839571-0.123511783957114
131615.62067067091850.379329329081526
141615.2094476897910.790552310209006
151717.6741165821685-0.674116582168502
161515.1802222027614-0.180222202761399
171514.76159243630510.238407563694873
182016.42800219785453.57199780214554
191815.61600384710282.38399615289716
201615.3074180814340.692581918565993
211615.26131583146810.738684168531906
221615.15902031359790.840979686402121
231916.31832667718252.68167332281752
241614.88965935292741.11034064707262
251716.54098375244340.459016247556616
261717.0622567007993-0.0622567007993018
271615.00636954836510.993630451634888
281516.287354596739-1.28735459673898
291615.55287080604040.447129193959563
301414.3904425234722-0.390442523472173
311515.87707304005-0.877073040049984
321212.4410863242391-0.441086324239132
331415.163223672435-1.16322367243501
341615.90662985509370.0933701449062521
351415.6500827322888-1.65008273228881
361013.265086391234-3.26508639123402
371012.727741817731-2.72774181773097
381415.8385839962544-1.8385839962544
391614.51740860014511.48259139985485
401614.78001356928661.21998643071339
411615.18584544673760.814154553262369
421415.5727609632611-1.57276096326111
432017.66916236156272.33083763843728
441414.1387756696789-0.138775669678917
451415.0696607461849-1.06966074618494
461115.6144856270065-4.61448562700648
471416.5709069707458-2.57090697074579
481515.1481882666103-0.148188266610253
491615.06149671851080.938503281489179
501416.0633090042108-2.06330900421075
511616.6187303550879-0.6187303550879
521414.1780196281422-0.178019628142177
531214.6837657036483-2.68376570364832
541615.65273467634940.347265323650568
55911.6694846725896-2.66948467258964
561412.57777434350911.42222565649092
571616.0036265752432-0.00362657524322887
581615.32268553084720.677314469152829
591515.3869151033687-0.38691510336873
601614.25342629665071.74657370334928
611211.53887566369250.46112433630749
621615.93448106905030.0655189309496813
631616.5909413491474-0.590941349147434
641414.2618668653366-0.261866865336581
651615.24002473894630.759975261053671
661716.17189889622650.828101103773527
671816.11730306441781.88269693558221
681814.69913511195783.3008648880422
691215.6722816230555-3.67228162305551
701615.36965607647760.630343923522355
711013.5866524120327-3.5866524120327
721414.195891330998-0.195891330997985
731816.54853435757361.45146564242639
741816.93223559619481.06776440380516
751615.82251880560930.177481194390736
761713.8949822443113.10501775568903
771616.1954946350854-0.195494635085416
781614.50384625714061.49615374285942
791315.0129915707567-2.01299157075666
801615.77143790597510.228562094024869
811615.56908839480520.430911605194758
821615.77002784063690.229972159363091
831515.8074459225013-0.807445922501287
841514.78765965784620.212340342153843
851614.3564786199951.64352138000496
861414.1571625912084-0.157162591208444
871615.30587517141970.69412482858025
881614.46961712212471.53038287787534
891514.27882744411280.7211725558872
901213.6023588239322-1.60235882393221
911716.62692436380830.373075636191673
921615.43188579041260.568114209587381
931515.2277147708315-0.227714770831527
941315.0813275746976-2.08132757469762
951615.04423723303750.955762766962505
961615.72952952739410.270470472605888
971614.14624948948471.85375051051533
981615.97021736677540.0297826332246424
991414.4087389652808-0.408738965280757
1001617.0669910224862-1.06699102248623
1011614.73222687926871.26777312073132
1022017.33020551365792.66979448634215
1031514.66572992513880.334270074861162
1041614.49821769694741.50178230305259
1051315.1210647666331-2.12106476663309
1061715.90440880021231.09559119978767
1071615.58144924545380.418550754546195
1081614.34814496419761.65185503580237
1091211.90531554876780.0946844512321832
1101615.06094993674240.939050063257641
1111615.82292431418580.177075685814231
1121714.84557042888432.15442957111575
1131313.8834738038531-0.883473803853097
1141214.737925679879-2.73792567987902
1151816.5795463429741.42045365702602
1161415.2281114767074-1.22811147670737
1171412.997601783371.00239821663001
1181314.8993115345838-1.89931153458377
1191615.65819550510370.34180449489626
1201314.0711360179465-1.07113601794654
1211615.55353296477610.446467035223899
1221315.953286738566-2.95328673856601
1231616.9658873937755-0.96588739377553
1241516.1569827481446-1.15698274814463
1251616.7580898664056-0.758089866405581
1261515.4110906664556-0.411090666455593
1271715.85229137592431.14770862407565
1281513.97600467624881.0239953237512
1291214.8005465356512-2.80054653565118
1301614.10601398122161.89398601877844
1311013.3359227827828-3.33592278278283
1321613.93818327066542.06181672933456
1331213.8537668978712-1.85376689787118
1341415.5185421206393-1.5185421206393
1351515.2365070835217-0.236507083521652
1361312.04406001145220.95593998854782
1371514.40118610941360.598813890586378
1381113.1320965306762-2.13209653067624
1391213.2328826440951-1.23288264409513
1401113.3171512856996-2.3171512856996
1411612.89308708187863.10691291812139
1421513.34818269269091.6518173073091
1431716.62514951259640.374850487403569
1441614.69206466204911.30793533795091
1451014.1015702832193-4.10157028321932
1461815.76904499025742.23095500974264
1471314.9873219097027-1.98732190970275
1481615.13184475647920.868155243520752
1491313.0275017473578-0.0275017473578296
1501013.1303945600366-3.13039456003663
1511516.0188472173771-1.01884721737711
1521613.86170861869592.13829138130414
1531612.01586208539183.98413791460821
1541412.66071546501811.33928453498189
1551012.6056861353774-2.60568613537736
1561716.36750357539150.632496424608499
1571311.61391676011681.38608323988322
1581513.85627200467181.14372799532819
1591615.06472645802270.93527354197734
1601212.4616481771048-0.461648177104799
1611312.62783046371590.372169536284077
1621312.7584271073090.241572892690999
1631211.56186916598640.438130834013608
1641716.02200116430790.977998835692081
1651514.20731811040660.792681889593419
1661012.6331863748026-2.63318637480264
1671414.3683314267263-0.36833142672632
1681113.7153437366673-2.71534373666733
1691314.8885990551029-1.88859905510291
1701615.24579793527780.754202064722239
1711210.2854991539591.71450084604099
1721615.51946387742460.480536122575411
1731212.8367523332627-0.836752333262689
174911.0531284391401-2.05312843914013
1751214.1163175907024-2.11631759070241
1761514.3370390705290.662960929471049
1771211.78859249769670.211407502303293
1781212.6880411523742-0.688041152374177
1791413.70497897590840.295021024091634
1801213.0681347026367-1.06813470263668
1811615.21287666098140.78712333901862
1821110.65543835721040.344561642789644
1831917.14638929041181.85361070958822
1841514.19419064063410.805809359365868
185814.6477265300753-6.64772653007527
1861615.25678747987640.743212520123609
1871714.19114571967042.80885428032958
1881211.26498995727910.73501004272089
1891111.4971440575779-0.497144057577875
1901111.2351280597453-0.235128059745265
1911415.2001378944469-1.20013789444686
1921615.46397608197750.536023918022509
193129.936877583228892.06312241677111
1941614.45759801375191.54240198624807
1951313.6527489527911-0.652748952791145
1961515.0215787178556-0.0215787178555945
1971612.73111478028613.26888521971392
1981615.24477170617040.755228293829609
1991412.47498152772431.52501847227566
2001614.76009329963581.23990670036417
2011613.86628866102472.13371133897526
2021413.73750994725160.262490052748435
2031112.9533618586172-1.9533618586172
2041214.5378169642539-2.5378169642539
2051512.67903169423822.32096830576176
2061514.64433937195840.355660628041621
2071614.4861613266571.51383867334303
2081615.52351119692540.476488803074615
2091113.2889439413281-2.28894394132807
2101513.60804914550061.39195085449943
2111214.1204962557417-2.12049625574169
2121216.0388683048002-4.03886830480023
2131514.66868323688610.331316763113927
2141511.82532690439463.17467309560537
2151614.59318204365951.40681795634046
2161412.73200213779121.26799786220876
2171714.60792322403512.39207677596489
2181413.20425622963980.79574377036021
2191312.05393707393230.946062926067691
2201515.4547445845594-0.454744584559436
2211314.0575639701152-1.05756397011525
2221414.0515537515291-0.0515537515291178
2231514.02336300349450.976636996505471
2241212.9139492925951-0.913949292595147
2251313.1823819391275-0.182381939127509
226811.888500611787-3.88850061178705
2271414.195549170554-0.195549170554001
2281412.86337075024671.13662924975329
2291112.346430686068-1.34643068606798
2301212.7834452633279-0.783445263327946
2311310.66607158616872.33392841383131
2321013.6996524618582-3.69965246185822
2331611.58161543910614.41838456089387
2341815.20217171636742.79782828363262
2351313.3927306361125-0.392730636112462
2361112.6034082064064-1.60340820640645
237410.2801833291943-6.28018332919433
2381313.5153843221827-0.515384322182692
2391613.88765363063272.1123463693673
2401010.6255327401344-0.625532740134383
2411211.98685168009140.0131483199086499
2421213.7069303922495-1.7069303922495
243108.903144473420451.09685552657955
2441310.90488836442212.09511163557788
2451512.91569032845892.0843096715411
2461212.599045499187-0.599045499186976
2471413.146496033370.85350396663004
2481012.9835984954948-2.98359849549482
2491210.93683641274571.06316358725429
2501211.42404690839420.575953091605809
2511112.1229276563997-1.12292765639966
2521011.4263977997735-1.42639779977355
2531210.93943962805511.06056037194487
2541612.50836615236183.49163384763824
2551212.998299110583-0.998299110582997
2561413.68713252142640.312867478573624
2571614.48747784698391.51252215301608
2581411.72894151443612.27105848556386
2591314.053654051576-1.05365405157599
26048.08400355852546-4.08400355852546
2611513.80438982536241.19561017463759
2621115.320972187573-4.32097218757297
2631111.1048724893516-0.104872489351625
2641412.79613327800321.20386672199677


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
190.998342410934830.003315178130339930.00165758906516997
200.9959061174629930.008187765074013330.00409388253700666
210.9908262820651740.01834743586965290.00917371793482643
220.984925087703940.03014982459211960.0150749122960598
230.9773700103639870.04525997927202560.0226299896360128
240.9685847877411850.06283042451763050.0314152122588153
250.950494221430680.09901155713864070.0495057785693203
260.9300800538382360.1398398923235270.0699199461617637
270.9013016563254870.1973966873490270.0986983436745133
280.9129317320350440.1741365359299120.0870682679649558
290.8806837015055060.2386325969889890.119316298494494
300.8772128846867040.2455742306265930.122787115313296
310.8436563490209620.3126873019580760.156343650979038
320.8323304580631710.3353390838736570.167669541936829
330.8122311193400630.3755377613198750.187768880659937
340.7624885774420320.4750228451159360.237511422557968
350.74442019017710.5111596196457990.2555798098229
360.8132881432441340.3734237135117320.186711856755866
370.8531152440272320.2937695119455360.146884755972768
380.8343443045511990.3313113908976020.165655695448801
390.8560053337606740.2879893324786530.143994666239326
400.8394663186479120.3210673627041760.160533681352088
410.8111489051629190.3777021896741630.188851094837081
420.7849083372567060.4301833254865880.215091662743294
430.7912691506890620.4174616986218760.208730849310938
440.7511931188812630.4976137622374740.248806881118737
450.7146455311817030.5707089376365950.285354468818297
460.8660350194900060.2679299610199880.133964980509994
470.8718186551865950.256362689626810.128181344813405
480.8477741800091920.3044516399816170.152225819990808
490.8380645787075470.3238708425849070.161935421292453
500.8217974879327160.3564050241345680.178202512067284
510.787607199305180.424785601389640.21239280069482
520.7533089486620590.4933821026758820.246691051337941
530.7520812720111550.4958374559776910.247918727988845
540.7243456859672680.5513086280654640.275654314032732
550.7298814228999920.5402371542000170.270118577100008
560.7371446119665650.525710776066870.262855388033435
570.6992661310633940.6014677378732120.300733868936606
580.6824616281470750.6350767437058510.317538371852925
590.6434532977718570.7130934044562860.356546702228143
600.6640825568737780.6718348862524440.335917443126222
610.6349177269625160.7301645460749680.365082273037484
620.5956361920866310.8087276158267370.404363807913369
630.5557219934830980.8885560130338040.444278006516902
640.5103929173471230.9792141653057550.489607082652877
650.4758415615447290.9516831230894580.524158438455271
660.4576165856573740.9152331713147480.542383414342626
670.4603213562565580.9206427125131160.539678643743442
680.5827819183958670.8344361632082660.417218081604133
690.6845652871430850.6308694257138290.315434712856915
700.6531385039695680.6937229920608640.346861496030432
710.7264777219175960.5470445561648080.273522278082404
720.6903254549427630.6193490901144740.309674545057237
730.6843136355148980.6313727289702040.315686364485102
740.6632903926540840.6734192146918310.336709607345916
750.6246817291673630.7506365416652750.375318270832637
760.6814789954293050.6370420091413890.318521004570695
770.6433646840968250.7132706318063490.356635315903175
780.6218990989459260.7562018021081480.378100901054074
790.6264637932641940.7470724134716120.373536206735806
800.5865563254218760.8268873491562470.413443674578124
810.5507547618161870.8984904763676260.449245238183813
820.5131695982084660.9736608035830680.486830401791534
830.4808343215159820.9616686430319640.519165678484018
840.4420128444701680.8840256889403370.557987155529832
850.4304253977201460.8608507954402910.569574602279854
860.3914702775257380.7829405550514770.608529722474262
870.3576461169247760.7152922338495530.642353883075224
880.3398866492571350.6797732985142710.660113350742865
890.3073320461768060.6146640923536120.692667953823194
900.2945789090786410.5891578181572820.705421090921359
910.2632402627409770.5264805254819540.736759737259023
920.2359742939261260.4719485878522520.764025706073874
930.2087682755073930.4175365510147850.791231724492607
940.2181970581684120.4363941163368240.781802941831588
950.1976039189393570.3952078378787150.802396081060643
960.1719764842612250.343952968522450.828023515738775
970.1706978244635110.3413956489270220.829302175536489
980.1468973441803040.2937946883606070.853102655819696
990.1273083251028420.2546166502056830.872691674897158
1000.1149094355470720.2298188710941450.885090564452928
1010.1035147272791050.207029454558210.896485272720895
1020.1221563133918910.2443126267837810.877843686608109
1030.1037424436912590.2074848873825190.89625755630874
1040.09814798851360990.196295977027220.90185201148639
1050.1118713435241450.2237426870482910.888128656475855
1060.1002147637234450.2004295274468890.899785236276555
1070.08769065133532720.1753813026706540.912309348664673
1080.08438409511361960.1687681902272390.91561590488638
1090.07707971052293020.154159421045860.92292028947707
1100.0683190547364740.1366381094729480.931680945263526
1110.05817858099917110.1163571619983420.941821419000829
1120.0667847259085870.1335694518171740.933215274091413
1130.05740815675417820.1148163135083560.942591843245822
1140.06916809494023020.138336189880460.93083190505977
1150.06691465427446640.1338293085489330.933085345725534
1160.05911111910380870.1182222382076170.940888880896191
1170.0545895058597490.1091790117194980.945410494140251
1180.05340056121704560.1068011224340910.946599438782954
1190.05188455746379980.10376911492760.9481154425362
1200.04433770026974150.0886754005394830.955662299730259
1210.03846791820118190.07693583640236370.961532081798818
1220.04628135556232640.09256271112465280.953718644437674
1230.03892563936868640.07785127873737280.961074360631314
1240.03348914302010090.06697828604020180.966510856979899
1250.02774466140314850.0554893228062970.972255338596852
1260.02229561174337380.04459122348674770.977704388256626
1270.02168490289893810.04336980579787630.978315097101062
1280.02015086970433670.04030173940867340.979849130295663
1290.02342959807537940.04685919615075880.976570401924621
1300.0251054858535330.05021097170706610.974894514146467
1310.03414938710303830.06829877420607660.965850612896962
1320.0455277194627170.09105543892543390.954472280537283
1330.04554186665783740.09108373331567480.954458133342163
1340.04011021371484920.08022042742969850.959889786285151
1350.03338553934624060.06677107869248130.966614460653759
1360.02911143939182670.05822287878365340.970888560608173
1370.02559559566123820.05119119132247640.974404404338762
1380.02783573973645520.05567147947291040.972164260263545
1390.02392765787525580.04785531575051170.976072342124744
1400.03184330376932620.06368660753865230.968156696230674
1410.04065571822870720.08131143645741430.959344281771293
1420.03883549235950570.07767098471901130.961164507640494
1430.03195130063877040.06390260127754090.96804869936123
1440.0282667239515820.0565334479031640.971733276048418
1450.04557874729751250.09115749459502510.954421252702487
1460.05508200149677760.1101640029935550.944917998503222
1470.06836062609142330.1367212521828470.931639373908577
1480.05871908397584050.1174381679516810.94128091602416
1490.04932245087327810.09864490174655620.950677549126722
1500.06595038847376450.1319007769475290.934049611526236
1510.05928356021592870.1185671204318570.940716439784071
1520.06073440490579520.121468809811590.939265595094205
1530.07992990811021570.1598598162204310.920070091889784
1540.06972811169552540.1394562233910510.930271888304475
1550.06789970731612520.135799414632250.932100292683875
1560.05698171985566730.1139634397113350.943018280144333
1570.04965499969598290.09930999939196580.950345000304017
1580.04218398370976590.08436796741953170.957816016290234
1590.03516993602707010.07033987205414030.96483006397293
1600.0285842316182830.05716846323656590.971415768381717
1610.0230056238209910.0460112476419820.976994376179009
1620.01833275745816630.03666551491633260.981667242541834
1630.01457155848945670.02914311697891350.985428441510543
1640.01194192085099440.02388384170198880.988058079149006
1650.00953073827212750.0190614765442550.990469261727873
1660.009651050378038970.01930210075607790.990348949621961
1670.007481607138500120.01496321427700020.9925183928615
1680.008028104690218090.01605620938043620.991971895309782
1690.007340082027861290.01468016405572260.992659917972139
1700.005956848727888040.01191369745577610.994043151272112
1710.006979486973631360.01395897394726270.993020513026369
1720.005408012898740160.01081602579748030.99459198710126
1730.004288395692250530.008576791384501060.99571160430775
1740.004236450090441830.008472900180883650.995763549909558
1750.004231209160712920.008462418321425840.995768790839287
1760.00350217595153340.007004351903066790.996497824048467
1770.002619411663557470.005238823327114940.997380588336442
1780.002105808883725820.004211617767451640.997894191116274
1790.001616452890686890.003232905781373790.998383547109313
1800.001391319348260920.002782638696521840.998608680651739
1810.001094176173045270.002188352346090550.998905823826955
1820.0007935067346118760.001587013469223750.999206493265388
1830.0007847054731048530.001569410946209710.999215294526895
1840.0005798807103629910.001159761420725980.999420119289637
1850.01682086411471770.03364172822943530.983179135885282
1860.01437743826290880.02875487652581750.985622561737091
1870.01698938655710430.03397877311420870.983010613442896
1880.01337775973331760.02675551946663520.986622240266682
1890.01131635151616940.02263270303233880.988683648483831
1900.008964566761553440.01792913352310690.991035433238447
1910.00790479664502840.01580959329005680.992095203354972
1920.006102130213286970.01220426042657390.993897869786713
1930.005608552367255420.01121710473451080.994391447632745
1940.004873788056824570.009747576113649140.995126211943175
1950.003964896689821230.007929793379642460.996035103310179
1960.002897804204192820.005795608408385640.997102195795807
1970.003971742457702660.007943484915405310.996028257542297
1980.002898203853766010.005796407707532030.997101796146234
1990.002446588601850330.004893177203700670.99755341139815
2000.002053784380385110.004107568760770210.997946215619615
2010.00181149204614910.00362298409229820.998188507953851
2020.001389441103695510.002778882207391020.998610558896304
2030.001663395889689880.003326791779379760.99833660411031
2040.00264581159064530.005291623181290610.997354188409355
2050.002640136505073190.005280273010146390.997359863494927
2060.001880583872688320.003761167745376640.998119416127312
2070.001521576365375450.003043152730750890.998478423634625
2080.001078571817168880.002157143634337760.998921428182831
2090.001378861436947010.002757722873894030.998621138563053
2100.001036224283845430.002072448567690870.998963775716155
2110.001323842872877920.002647685745755850.998676157127122
2120.004032497523943890.008064995047887770.995967502476056
2130.002803906835009340.005607813670018680.997196093164991
2140.003704304240152790.007408608480305580.996295695759847
2150.002829670539017410.005659341078034820.997170329460983
2160.002030202005747620.004060404011495240.997969797994252
2170.002165603286302470.004331206572604940.997834396713698
2180.001679637059900320.003359274119800640.9983203629401
2190.001463459206152160.002926918412304310.998536540793848
2200.001007588085430270.002015176170860540.99899241191457
2210.0007379951617153930.001475990323430790.999262004838285
2220.0004748723775266510.0009497447550533020.999525127622473
2230.0003234869091067050.0006469738182134090.999676513090893
2240.0002187256122924760.0004374512245849530.999781274387707
2250.0001329043274539640.0002658086549079280.999867095672546
2260.000345001316703980.0006900026334079610.999654998683296
2270.0002401043357682360.0004802086715364720.999759895664232
2280.0001499246117902260.0002998492235804520.99985007538821
2299.76700348352576e-050.0001953400696705150.999902329965165
2305.8442096056655e-050.000116884192113310.999941557903943
2316.14139037689169e-050.0001228278075378340.999938586096231
2320.0002817367328122320.0005634734656244630.999718263267188
2330.00140086117832110.002801722356642190.998599138821679
2340.002289740949298370.004579481898596750.997710259050702
2350.001337847641138050.00267569528227610.998662152358862
2360.0008735973382415850.001747194676483170.999126402661758
2370.0191809140129550.03836182802590990.980819085987045
2380.01165371117857160.02330742235714330.988346288821428
2390.007944134142832880.01588826828566580.992055865857167
2400.004536144822264090.009072289644528170.995463855177736
2410.003125833397266380.006251666794532770.996874166602734
2420.005117902687495820.01023580537499160.994882097312504
2430.002930621448106940.005861242896213890.997069378551893
2440.002124768061856060.004249536123712120.997875231938144
2450.001113814824422490.002227629648844970.998886185175577


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level620.273127753303965NOK
5% type I error level950.418502202643172NOK
10% type I error level1230.541850220264317NOK