Multiple Linear Regression - Estimated Regression Equation
totaal_aantal_faillissementen[t] = + 5.52246339358112e-14 + 1Industrie[t] + 1Bouw[t] + 1Handel[t] + 1Horeca[t] + 1`Financi\303\253le_dienstverlening`[t] + 1gezondheidszorg[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5.52246339358112e-1406.878500
Industrie10630984635441257400
Bouw10771504056079549200
Handel101033228696050211400
Horeca10447121341698367200
`Financi\303\253le_dienstverlening`10782743205230276300
gezondheidszorg10114076606932544300


Multiple Linear Regression - Regression Statistics
Multiple R1
R-squared1
Adjusted R-squared1
F-TEST (value)3.3931656029304e+32
F-TEST (DF numerator)6
F-TEST (DF denominator)229
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.81302979682973e-14
Sum Squared Residuals1.81210829006809e-25


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12522524.03785829928857e-13
2255255-5.84192650743475e-14
3404404-6.19825900963619e-15
4306306-3.58754103822894e-14
5276276-1.56903680101126e-14
63443444.53213675306535e-14
73403401.95613333935572e-16
8297297-9.09483912344494e-15
9345345-4.51960581632876e-15
10273273-5.60293429503933e-15
11333333-5.32302149932726e-15
12322322-6.09046223307207e-15
13300300-2.55920953143812e-15
14307307-5.14237840290863e-15
153803804.96505244810587e-15
16275275-1.48895607874764e-16
172702702.85554333918835e-15
183563561.58509968548298e-14
19255255-1.3432524688378e-14
20333333-6.70531984916407e-15
21306306-3.97086374521214e-15
22266266-5.43266132367192e-16
23339339-2.02883613002546e-15
24256256-9.18508495286011e-15
25283283-1.66752646139642e-15
262692695.77866820487169e-15
273093095.85628560737786e-16
28263263-4.08821749901804e-15
29268268-1.27652031416849e-15
30269269-2.65751351228944e-15
31257257-7.64651803636983e-15
32269269-6.12620186767517e-15
33258258-5.87667018293084e-15
34289289-1.55153255911191e-15
35279279-1.17761177844507e-14
362142142.0931889669574e-15
37306306-1.76755065107884e-15
38262262-1.26279105166358e-15
39266266-2.6874267308277e-15
40250250-6.45254854800818e-15
41260260-1.78728290117255e-15
42259259-3.00075089828705e-15
43248248-1.02264004073573e-14
44233233-3.62238747159633e-15
45251251-7.82335046918773e-15
46292292-7.5148238105658e-15
472272274.20979892808007e-17
48231231-8.96162041779693e-15
492772774.01357181234945e-16
50259259-4.10268906450505e-15
512292293.4076415218173e-15
52247247-1.17876431823324e-14
53246246-5.48117884051284e-15
542272273.02663799336714e-15
55270270-4.77477584027962e-15
56201201-2.06605425068185e-15
57265265-9.65280518756684e-16
58271271-7.21710330993843e-15
59250250-4.94360561356464e-15
60237237-1.02461118530128e-14
612212217.92261177098496e-16
622202201.88230239924117e-15
63279279-6.58702969322543e-15
64247247-8.46814406779883e-15
651921923.77181737675228e-15
66248248-5.91545134109724e-15
67226226-2.73397386944172e-15
681881889.12211375095781e-15
69299299-1.27539251622862e-15
70211211-2.52578619761422e-15
711881883.14659955005803e-15
721791795.19493108562732e-15
73149149-1.53866869776593e-14
741851854.88569089523233e-15
75236236-3.37491029943921e-15
762042043.75395192442314e-15
771661666.60432810386625e-15
78218218-5.40600509344828e-15
79148148-1.24553712566783e-14
80162162-1.55061775822295e-14
81173173-1.01571766255238e-15
82153153-1.42439834706394e-14
83181181-4.49093555267958e-15
841701703.15423265280186e-15
85160160-6.4308186689974e-15
86190190-7.66062233038408e-16
872032031.81038394174582e-15
88150150-4.76528113776096e-15
892112117.61938648139692e-17
90162162-1.50127845211783e-14
91174174-7.65904786950017e-16
92222222-4.92413308707159e-15
931781781.64238170215295e-15
94229229-8.53248292627627e-15
95247247-4.77519072508711e-15
961801802.64136020256263e-15
972192191.16343110604293e-15
982092095.89766393687948e-17
992022027.5963825211622e-15
100202202-3.43681878467963e-15
101250250-4.98997336715108e-15
1021891891.53393302958922e-15
103234234-5.36333918789656e-15
104241241-5.79145753956258e-15
1052112111.07345127643039e-15
106256256-7.35050070003397e-15
107220220-4.82150762776776e-15
108193193-1.38131160334644e-14
109290290-5.00753383336561e-15
110238238-1.20220151453967e-14
111240240-1.27158984519284e-14
1121931931.33402465513625e-15
113247247-1.16282460312783e-14
114245245-9.17310793491945e-15
1152972972.82707078887966e-15
1162182181.14657301088953e-14
117243243-1.06823201828367e-14
1182932935.84514974261385e-16
1192112116.47963036757429e-15
120242242-7.19533904672582e-15
121297297-4.34712325095105e-16
122278278-2.23030319563382e-15
123287287-1.78874383441621e-15
1243703709.07505679928313e-15
125352352-5.89674958431437e-15
126353353-4.73019848120257e-15
127331331-6.940529749379e-15
1282722729.3451737416527e-15
129401401-4.60207498798898e-15
130335335-2.83980020997866e-15
1313143142.21206405316133e-15
1323093091.83301738675507e-15
133343343-2.27824177459443e-15
134337337-2.56229317764999e-15
135462462-4.85077734363226e-15
136310310-8.52338981746998e-16
1373173171.46374057515752e-15
1383873879.03067669842329e-16
139321321-2.44174856545483e-16
140354354-4.49227529460853e-15
141354354-6.08405356527478e-15
142310310-3.59857190773066e-15
143395395-1.64814816091733e-15
1443273271.91266925814986e-15
1453493493.39377254961322e-15
146389389-2.96260424953827e-15
147427427-1.62776173674122e-15
148326326-6.73754243522582e-15
1493583583.55420079557036e-15
1504054056.6780108326712e-15
151330330-5.33122419704152e-15
152346346-2.18850140569691e-15
1533953958.02198512142492e-15
1543063065.6680025641304e-16
155371371-8.00105118747082e-15
1563033031.88657463991067e-15
157345345-1.64973000410195e-15
1583433433.94720239379526e-15
159348348-2.24530474377703e-15
1603263265.90733940555227e-15
1613463468.06918689881815e-15
1623213219.38219970971832e-15
1632922926.89162177975199e-15
1643433437.86107381509455e-15
1652792798.18632745035535e-15
1662972975.720664596246e-15
1672982986.89735536508333e-15
1682412412.16978594086801e-15
1693103108.64445207516161e-15
1702202205.38393253537911e-15
1712292293.17678199280198e-17
172232232-2.9912290504133e-15
1732722721.38604367311386e-15
1742232238.11670048354231e-15
175248248-3.9878745333072e-15
1762662666.34814029257498e-16
177245245-9.50014583487218e-15
1783003001.06868295454307e-15
179233233-2.48627373977135e-16
180207207-9.27583159986701e-16
1812512511.33779649201863e-15
1822152153.79986876766545e-16
1832082087.1856069858165e-15
184252252-8.41812785988633e-15
1851661669.66653433039894e-16
186238238-8.31578890222451e-15
187244244-5.40742972998485e-15
188234234-9.4701770405001e-15
189273273-5.25407330816427e-15
1902602601.48136655149494e-18
1913123125.91209482223254e-16
192305305-3.82792048734735e-15
1933623624.94735120333166e-15
1943893893.21293024980292e-15
195492492-1.51767929281926e-14
196487487-3.50533982301806e-14
197357357-5.33020139335334e-15
1985055057.48662715579884e-15
199448448-1.10365442186694e-14
2003453456.80802405919443e-16
201434434-2.26891423242688e-14
2023793796.88602778821162e-15
203439439-1.2408206584292e-14
2043913914.19484022223571e-15
2053873872.10915401720704e-15
2064014013.65608698117103e-15
2074894894.65576553917683e-15
208342342-1.02035470430174e-15
2092892895.24368638057159e-15
210516516-8.73172981253657e-15
2113563561.68126566997077e-16
2123603603.32771057559326e-15
213340340-2.70557865667373e-15
2143993993.65069538644716e-15
2153923925.46668055933456e-15
2163023021.85704626673114e-15
2173773773.04252776456733e-15
2183953951.14911055375505e-14
2193973971.35138982747523e-14
2203203207.82332374195907e-15
2214074079.42404599931171e-15
2222862861.62265580091258e-15
2233063065.34222040932643e-15
2243953951.21034955388982e-14
2254164161.94435880435367e-14
2264124121.64761616244076e-15
2274644642.87759751886903e-15
2283583584.22656045687789e-15
2294994998.20834551917277e-17
230480480-6.48784483881044e-16
231445445-2.20570365980277e-14
2324714711.38640246481875e-15
2335115113.60106363807204e-15
234462462-3.50507915831599e-15
2355445448.85353742243196e-16
2363983986.19726279152269e-15


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.3802386249971990.7604772499943990.619761375002801
110.9169639885366760.1660720229266470.0830360114633236
120.00461276747523290.00922553495046580.995387232524767
130.002347460874705810.004694921749411620.997652539125294
140.6681835278736620.6636329442526760.331816472126338
150.9077638753630380.1844722492739250.0922361246369623
160.9999998873927172.25214566408953e-071.12607283204477e-07
170.5757825578763440.8484348842473120.424217442123656
180.9999999999646557.06891863326092e-113.53445931663046e-11
190.9512160692688690.09756786146226190.0487839307311309
204.91647362216502e-059.83294724433003e-050.999950835263778
210.00048087996413940.00096175992827880.999519120035861
220.9999955913155768.81736884736351e-064.40868442368175e-06
234.55434840719873e-059.10869681439745e-050.999954456515928
240.7981708242597280.4036583514805440.201829175740272
250.04002617433124630.08005234866249270.959973825668754
260.2487611106496030.4975222212992070.751238889350397
270.9999992378161911.5243676176209e-067.6218380881045e-07
280.0001389503412143120.0002779006824286240.999861049658786
290.3678596220216960.7357192440433920.632140377978304
300.006602055882906840.01320411176581370.993397944117093
310.9993005423840360.001398915231928270.000699457615964134
320.9952685354712320.009462929057535870.00473146452876794
331.29907344895159e-062.59814689790318e-060.999998700926551
340.5901508970125350.819698205974930.409849102987465
350.5492871883463140.9014256233073720.450712811653686
360.8845360865756680.2309278268486650.115463913424332
370.4169017396980070.8338034793960140.583098260301993
380.002737239129748650.00547447825949730.997262760870251
390.3443381384122620.6886762768245250.655661861587738
400.004268202835638750.008536405671277510.995731797164361
411.83913010533517e-183.67826021067034e-181
420.0004589186958789770.0009178373917579550.999541081304121
437.42826928026694e-050.0001485653856053390.999925717307197
444.5740562565629e-059.1481125131258e-050.999954259437434
450.7542371856379590.4915256287240820.245762814362041
460.9995648212795540.0008703574408916650.000435178720445833
470.9995121391920870.0009757216158256530.000487860807912826
483.31820175432259e-076.63640350864518e-070.999999668179825
490.03720791742866650.0744158348573330.962792082571334
500.9999999919080251.61839503750225e-088.09197518751125e-09
511.02184684074268e-152.04369368148537e-150.999999999999999
524.90613414976683e-069.81226829953366e-060.99999509386585
530.0003418369996569270.0006836739993138540.999658163000343
540.01938007846980280.03876015693960560.980619921530197
550.000448862444314480.000897724888628960.999551137555685
561.33651049389454e-052.67302098778909e-050.999986634895061
570.99997718724684.56255063995102e-052.28127531997551e-05
582.31571322971797e-394.63142645943593e-391
590.9999999999996487.03383983886761e-133.5169199194338e-13
600.001987356465659540.003974712931319080.99801264353434
613.82453614006699e-087.64907228013398e-080.999999961754639
626.39809016582556e-091.27961803316511e-080.99999999360191
637.38965438501423e-191.47793087700285e-181
640.9999999999995568.87119539362348e-134.43559769681174e-13
6512.36839411680581e-301.18419705840291e-30
660.946316762678350.10736647464330.0536832373216502
671.10773950093894e-102.21547900187789e-100.999999999889226
680.9999999999978744.25131860541913e-122.12565930270957e-12
693.37261202580125e-116.7452240516025e-110.999999999966274
701.0096061919153e-152.01921238383061e-150.999999999999999
7112.60634543159316e-191.30317271579658e-19
720.9999999999543419.13173326028668e-114.56586663014334e-11
730.9999988062032962.38759340906443e-061.19379670453222e-06
740.001387281018091030.002774562036182070.998612718981909
750.9999519922663859.6015467230959e-054.80077336154795e-05
761.41279587772536e-192.82559175545072e-191
775.65051985076578e-121.13010397015316e-110.99999999999435
784.42052481733013e-118.84104963466025e-110.999999999955795
790.9999999990587381.88252324279311e-099.41261621396556e-10
802.83815172405478e-095.67630344810956e-090.999999997161848
810.9999989630379172.07392416506017e-061.03696208253008e-06
820.9990926842171790.001814631565641650.000907315782820826
832.6916561747878e-105.38331234957559e-100.999999999730834
843.03189031071778e-206.06378062143555e-201
8511.10691086119089e-465.53455430595444e-47
860.9999984739926693.05201466198159e-061.5260073309908e-06
8718.43370230888514e-244.21685115444257e-24
888.88226390966032e-131.77645278193206e-120.999999999999112
890.9999999999841473.17066968249006e-111.58533484124503e-11
906.9220209559343e-261.38440419118686e-251
9113.77952984937245e-211.88976492468623e-21
920.9999999969130396.17392167307732e-093.08696083653866e-09
931.15764664705211e-202.31529329410422e-201
942.55950519599679e-145.11901039199358e-140.999999999999974
950.9999966669114986.66617700472317e-063.33308850236159e-06
960.9999982618710233.47625795411059e-061.7381289770553e-06
971.0182431345757e-072.03648626915141e-070.999999898175687
980.9999999995584628.83075072721798e-104.41537536360899e-10
990.007634123871242550.01526824774248510.992365876128757
1003.75831997958844e-167.51663995917689e-161
1012.33458991221556e-194.66917982443113e-191
10211.17306984114158e-165.8653492057079e-17
1030.5151211503049170.9697576993901660.484878849695083
1041.16664561830886e-302.33329123661771e-301
1051.6456381778401e-073.2912763556802e-070.999999835436182
1064.29127337216136e-118.58254674432272e-110.999999999957087
1070.01379373172842890.02758746345685790.986206268271571
1080.9999999999971145.77258929294967e-122.88629464647484e-12
1090.9463857704930440.1072284590139120.0536142295069558
1100.9999999999999991.93865020262824e-159.6932510131412e-16
1117.11573927537232e-071.42314785507446e-060.999999288426072
1120.9999961683680237.66326395496359e-063.8316319774818e-06
1135.30775336235885e-351.06155067247177e-341
1140.9999965302598186.93948036457986e-063.46974018228993e-06
1150.004505325582900420.009010651165800850.9954946744171
1163.43715707996029e-206.87431415992058e-201
1172.70613277410753e-105.41226554821506e-100.999999999729387
1181.29148481588542e-162.58296963177084e-161
1190.0226089649113760.0452179298227520.977391035088624
1201.9198159652763e-153.8396319305526e-150.999999999999998
1211.44561725827483e-452.89123451654966e-451
1225.62200695492756e-541.12440139098551e-531
1230.002431571545039090.004863143090078170.997568428454961
1240.0002803607279555260.0005607214559110510.999719639272044
1258.74663958612848e-081.7493279172257e-070.999999912533604
1263.15711422752394e-086.31422845504788e-080.999999968428858
1278.33900113364865e-061.66780022672973e-050.999991660998866
1280.003461324862345540.006922649724691080.996538675137654
1291.38318263978079e-392.76636527956158e-391
1300.9628798046755640.07424039064887260.0371201953244363
1310.9999715090460925.69819078151013e-052.84909539075507e-05
1320.9981373221863470.003725355627306990.00186267781365349
1332.15525815975901e-154.31051631951801e-150.999999999999998
1340.6764526023145930.6470947953708130.323547397685407
1350.9981414807594770.003717038481046070.00185851924052304
1360.2983910407901580.5967820815803160.701608959209842
1372.97797474117528e-335.95594948235056e-331
1380.999912621166660.0001747576666789948.73788333394968e-05
1390.9999999997324675.35065210633234e-102.67532605316617e-10
1400.999977519716574.49605668590291e-052.24802834295145e-05
1413.69732179110955e-417.39464358221909e-411
1420.9537371663573170.09252566728536590.0462628336426829
1430.01397391808891280.02794783617782570.986026081911087
1440.9999999995749588.50084867955417e-104.25042433977708e-10
1450.9998440125147790.0003119749704424710.000155987485221235
1462.08065897659298e-434.16131795318596e-431
1470.9997334931125270.0005330137749459110.000266506887472955
1480.001503104263451180.003006208526902360.998496895736549
1495.50772232041777e-050.0001101544464083550.999944922776796
1500.1940133724444770.3880267448889530.805986627555523
1510.9966423450791260.006715309841748040.00335765492087402
1525.96033521302185e-461.19206704260437e-451
1538.59809239295582e-241.71961847859116e-231
15415.43759515098953e-182.71879757549476e-18
1552.7288702336741e-065.45774046734821e-060.999997271129766
1560.0681624344765640.1363248689531280.931837565523436
1570.627140581723670.7457188365526590.37285941827633
1580.9999954769639549.04607209220718e-064.52303604610359e-06
1591.30342613734204e-082.60685227468409e-080.999999986965739
1600.9999999960073967.98520729156692e-093.99260364578346e-09
1610.9866217735821980.02675645283560420.0133782264178021
1629.20284406744043e-181.84056881348809e-171
1630.00334919294587460.006698385891749190.996650807054125
1640.0006231762104394140.001246352420878830.999376823789561
1650.9675604536455940.06487909270881190.032439546354406
1661.0066279142524e-132.01325582850479e-130.999999999999899
1671.48530462090826e-082.97060924181653e-080.999999985146954
1682.08043272942245e-074.16086545884491e-070.999999791956727
1693.30872957753186e-116.61745915506372e-110.999999999966913
1703.20305579045675e-126.4061115809135e-120.999999999996797
1710.876816636687540.2463667266249210.12318336331246
1720.9999020405152560.0001959189694880389.79594847440188e-05
1731.41920173991025e-202.8384034798205e-201
1740.6025766725224080.7948466549551840.397423327477592
1750.01402882582059580.02805765164119170.985971174179404
1766.62444423004397e-071.32488884600879e-060.999999337555577
1775.82161966319664e-101.16432393263933e-090.999999999417838
1780.001730414659266750.003460829318533490.998269585340733
1790.0002731888893622390.0005463777787244780.999726811110638
1800.0005919272713313210.001183854542662640.999408072728669
1813.23174723507074e-106.46349447014149e-100.999999999676825
1821.12770939445224e-082.25541878890448e-080.999999988722906
1830.9999867349105252.65301789503967e-051.32650894751984e-05
1849.29725069937053e-221.85945013987411e-211
1851.31052133398331e-102.62104266796661e-100.999999999868948
1860.06434055210025210.1286811042005040.935659447899748
1870.5652807533190030.8694384933619940.434719246680997
1882.27043882924003e-184.54087765848006e-181
1890.1016102770909480.2032205541818960.898389722909052
1901.98536828848039e-113.97073657696079e-110.999999999980146
1917.62155874187804e-151.52431174837561e-140.999999999999992
1920.09041769613009270.1808353922601850.909582303869907
1930.0003900318177645580.0007800636355291160.999609968182235
1941.98979869616754e-333.97959739233507e-331
1950.02922090575278070.05844181150556130.970779094247219
1961.72234979208092e-243.44469958416184e-241
1970.001898408782311320.003796817564622640.998101591217689
1982.3774146171336e-064.7548292342672e-060.999997622585383
1991.14182047436808e-252.28364094873615e-251
2000.02364305754830740.04728611509661490.976356942451693
2018.98562081827058e-131.79712416365412e-120.999999999999101
2022.15642983253103e-304.31285966506205e-301
2033.24944491544771e-336.49888983089541e-331
2041.29376370560115e-392.5875274112023e-391
2053.04439303348925e-256.0887860669785e-251
2063.90694193921227e-257.81388387842454e-251
2073.92989251811971e-117.85978503623943e-110.999999999960701
2080.5859813913731540.8280372172536920.414018608626846
2093.96308675859818e-197.92617351719636e-191
2100.9901447609140860.01971047817182780.00985523908591392
2110.7816430716718660.4367138566562690.218356928328134
2120.914549869335710.1709002613285810.0854501306642903
2130.6168693262541350.766261347491730.383130673745865
2140.999891137192610.0002177256147797630.000108862807389882
2150.9997959836992090.0004080326015828420.000204016300791421
2160.0766344452524960.1532688905049920.923365554747504
2170.9996290661328430.0007418677343140670.000370933867157033
2182.14769825520974e-114.29539651041949e-110.999999999978523
2190.3088498660080450.6176997320160890.691150133991955
2200.5850603256786250.829879348642750.414939674321375
2210.8493415767794350.3013168464411290.150658423220565
2220.9976676232074070.004664753585186280.00233237679259314
2230.7402788167139830.5194423665720350.259721183286017
2240.771707132373550.45658573525290.22829286762645
2250.01978189569333560.03956379138667120.980218104306664
2260.5490796181063510.9018407637872980.450920381893649


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1600.737327188940092NOK
5% type I error level1710.788018433179724NOK
10% type I error level1780.820276497695853NOK