Multiple Linear Regression - Estimated Regression Equation
neat[t] = + 2.66020802501524 -0.0216461795712711standards[t] + 0.317101533122638organization[t] -0.12757403167846punished[t] + 0.0145397512907747secondrate[t] -0.0551812777793777mistakes[t] + 0.0489105933244106competent[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.660208025015240.4257396.248400
standards-0.02164617957127110.065713-0.32940.7423030.371151
organization0.3171015331226380.0712394.45121.6e-058e-06
punished-0.127574031678460.073232-1.7420.0835240.041762
secondrate0.01453975129077470.0629160.23110.8175490.408774
mistakes-0.05518127777937770.070596-0.78160.4356360.217818
competent0.04891059332441060.0784230.62370.5337760.266888


Multiple Linear Regression - Regression Statistics
Multiple R0.41006257220594
R-squared0.168151313124152
Adjusted R-squared0.135315180747473
F-TEST (value)5.12092323161605
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value8.09002176053175e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.73968317220331
Sum Squared Residuals83.1639416765942


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
144.0209930619608-0.0209930619608009
243.718431280128930.281568719871066
343.779230792090180.220769207909820
443.646711868677940.353288131322058
542.935681345082021.06431865491798
654.160456012276090.839543987723907
744.22274371833597-0.222743718335967
833.55467131758843-0.554671317588429
943.420325093923630.579674906076371
1043.788825651647180.211174348352824
1143.356540513014290.643459486985713
1243.096117132520500.903882867479505
1343.229300717629980.770699282370017
1423.40578534263285-1.40578534263285
1533.75909369879253-0.759093698792528
1644.18655778747392-0.186557787473921
1733.68224534926689-0.682245349266889
1822.99086262286140-0.990862622861395
1943.667705597976110.332294402023886
2033.60541789191624-0.60541789191624
2133.90118658958677-0.901186589586772
2243.604582148090710.395417851909289
2333.19726736413112-0.197267364131121
2433.74453305532676-0.744533055326763
2543.956706973520080.0432930264799172
2643.626228327661980.373771672338018
2743.715780447474990.284219552525005
2843.673976282431080.326023717568919
2943.559126913214990.440873086785014
3043.715780447474990.284219552525005
3153.838571988797121.16142801120288
3243.364809579850090.635190420149906
3343.257226262407060.742773737592938
3443.732971031419710.267028968580291
3533.64605941840484-0.646059418404843
3644.11797850478409-0.117978504784089
3734.14589536881033-1.14589536881033
3843.658600787314780.341399212685223
3943.391572486071860.608427513928139
4033.73032019876577-0.73032019876577
4154.067252822631270.932747177368731
4243.770961725254370.229038274745627
4333.62506568910667-0.62506568910667
4434.10260300966779-1.10260300966779
4533.75907280661754-0.759072806617537
4644.17466886883709-0.174668868837086
4743.493056953976640.506943046023356
4843.964636934201960.0353630657980426
4943.701240696184220.298759303815780
5043.540792697321590.459207302678408
5143.978014046937420.0219859530625790
5243.701240696184220.298759303815780
5353.744533055326761.25546694467324
5433.26582088478619-0.265820884786186
5532.913863330594030.0861366694059704
5654.05452816016890.945471839831096
5753.773612557908311.22638744209169
5843.828814727862680.171185272137319
5944.23728346962674-0.237283469626742
6033.27442905777593-0.274429057775926
6144.11681586622878-0.116815866228778
6243.920181936504100.0798180634958958
6354.189208620127860.81079137987214
6443.725537708409430.274462291590569
6543.801550314109540.198449685890459
6654.218288122709410.78171187729059
6743.625065689106670.374934310893329
6833.78371760574752-0.78371760574752
6944.20820396704519-0.208203967045192
7043.759072806617540.240927193382463
7143.533359374311310.466640625688686
7243.872107087005220.127892912994777
7343.905307948919170.0946920510808273
7443.870937106885540.129062893114463
7544.10260300966779-0.102603009667785
7633.74453305532676-0.744533055326763
7743.865000658724730.134999341275274
7833.91984770020995-0.919847700209948
7954.039988408878130.960011591121871
8043.75642197396360.243578026036402
8153.980351535472191.01964846452781
8253.307964155984031.69203584401597
8343.775448538911710.224551461088287
8443.495003226151710.504996773848289
8543.892917522750960.107082477249035
8643.808983637119820.191016362880181
8743.8866468382960.113353161704003
8854.229850146616460.770149853383537
8943.460632384118080.539367615881925
9033.77806815353487-0.778068153534869
9143.701240696184220.298759303815780
9234.18093955329205-1.18093955329205
9343.569545305173360.43045469482664
9443.533359374311310.466640625688686
9543.871772850711070.128227149288934
9643.723715278016650.276284721983354
9743.559106021039990.440893978960005
9833.5692110688792-0.569211068879203
9933.65860078731478-0.658600787314777
10033.72915756021046-0.729157560210459
10133.53929582247212-0.539295822472124
10233.85673159188892-0.856731591888919
10323.54013156629765-1.54013156629765
10433.74453305532676-0.744533055326763
10553.956706973520081.04329302647992
10623.16021992740878-1.16021992740878
10723.67397628243108-1.67397628243108
10832.869721677015340.130278322984658
10933.64338769357591-0.643387693575913
11034.07684768218826-1.07684768218826
11143.448262850124860.551737149875142
11243.605417891916240.39458210808376
11333.55054995825603-0.550549958256028
11423.64455033213122-1.64455033213122
11533.54461837995499-0.544618379954994
11643.743697311501230.256302688498766
11723.08157738122972-1.08157738122972
11842.948719351663551.05128064833645
11943.517649642900850.482350357099147
12023.49071946544187-1.49071946544187
12133.92018193650410-0.920181936504104
12233.35687474930844-0.356874749308444
12333.30729081353594-0.307290813535944
12444.11054518177381-0.110545181773811
12543.816925809225840.183074190774155
12643.364308072318720.635691927681278
12733.8641649148992-0.864164914899197
12843.688516033721860.311483966278144
12943.816090065400320.183909934599684
13043.682245349266890.317754650733111
13123.28564463396467-1.28564463396467
13243.673976282431080.326023717568919
13353.716453789923081.28354621007692
13443.849625163608420.150374836391578
13543.646711868677940.353288131322058
13643.715780447474990.284219552525005
13733.55500555388259-0.555005553882585
13813.64605941840484-2.64605941840484
13943.665033873147180.334966126852816
14032.778354468373920.221645531626081
14133.02904693610428-0.0290469361042816
14233.5673750878758-0.567375087875803
14312.44821492866975-1.44821492866975
14443.92728836478460.0727116352153995
14553.27110488267391.72889511732610
14643.696785100557660.303214899442337
14733.48377543853881-0.483775438538814
14843.068852718767360.931147281232645
14933.04871562546970-0.0487156254697031
15043.475172135408850.52482786459115
15143.41948935009810.580510649901901
15243.715780447474990.284219552525005
15353.663218784318771.33678121568123
15423.14570106829300-1.14570106829300
15533.63745611527488-0.637456115274879
15633.67397628243108-0.673976282431081
15743.786337220370680.213662779629323
15843.460632384118080.539367615881925
15932.935347108787860.064652891212139


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.2130169495100120.4260338990200240.786983050489988
110.1656186094230380.3312372188460770.834381390576962
120.08338256263511590.1667651252702320.916617437364884
130.0684998885042550.136999777008510.931500111495745
140.3630352081399820.7260704162799640.636964791860018
150.2769002268158280.5538004536316570.723099773184172
160.2010126107872720.4020252215745440.798987389212728
170.1857817896607730.3715635793215460.814218210339227
180.458396567588590.916793135177180.54160343241141
190.4695488477240830.9390976954481670.530451152275917
200.4638552189364520.9277104378729050.536144781063548
210.5022769172986090.9954461654027830.497723082701391
220.4635071080786470.9270142161572940.536492891921353
230.4300161932146550.860032386429310.569983806785345
240.3795012369495070.7590024738990150.620498763050493
250.3326241730497230.6652483460994450.667375826950278
260.2712622943855630.5425245887711270.728737705614437
270.2164191253723830.4328382507447650.783580874627617
280.1782696776571950.356539355314390.821730322342805
290.1521161450457790.3042322900915580.847883854954221
300.1158536207200730.2317072414401450.884146379279927
310.3330531105803210.6661062211606430.666946889419679
320.2971453688546540.5942907377093070.702854631145346
330.2630839990008370.5261679980016740.736916000999163
340.2158355832821930.4316711665643860.784164416717807
350.1981922969789670.3963845939579340.801807703021033
360.1617585857730320.3235171715460640.838241414226968
370.2391992645468840.4783985290937690.760800735453116
380.198900722288610.397801444577220.80109927771139
390.1696604825113320.3393209650226630.830339517488669
400.1869617705522650.3739235411045310.813038229447735
410.2331622578935400.4663245157870790.76683774210646
420.1936731428955420.3873462857910840.806326857104458
430.1873001880838030.3746003761676050.812699811916197
440.2364829315185680.4729658630371360.763517068481432
450.2292007821540320.4584015643080640.770799217845968
460.1926295059903220.3852590119806430.807370494009679
470.1662169956113450.3324339912226890.833783004388655
480.1363662944444640.2727325888889270.863633705555537
490.1126916926008220.2253833852016430.887308307399178
500.09422528131826140.1884505626365230.905774718681739
510.07678837203048450.1535767440609690.923211627969516
520.06183157956560610.1236631591312120.938168420434394
530.1087265054365420.2174530108730840.891273494563458
540.09109347299153930.1821869459830790.90890652700846
550.07441021948918060.1488204389783610.92558978051082
560.0927742921491610.1855485842983220.907225707850839
570.1379333414160440.2758666828320880.862066658583956
580.1133290431882460.2266580863764920.886670956811754
590.0925410026710410.1850820053420820.907458997328959
600.07747633912385010.1549526782477000.92252366087615
610.06144647371176710.1228929474235340.938553526288233
620.04786230629031470.09572461258062940.952137693709685
630.05299640422000230.1059928084400050.947003595779998
640.04223309432554160.08446618865108330.957766905674458
650.03282388052684320.06564776105368650.967176119473157
660.03408627869696880.06817255739393760.965913721303031
670.02753732266538750.05507464533077490.972462677334613
680.03068082018517840.06136164037035680.969319179814822
690.02374327881624140.04748655763248270.976256721183759
700.01816687498329620.03633374996659230.981833125016704
710.01494646617060680.02989293234121360.985053533829393
720.01105692025785680.02211384051571360.988943079742143
730.008042513934300830.01608502786860170.9919574860657
740.005794112859078510.01158822571815700.994205887140922
750.004139346906445450.00827869381289090.995860653093555
760.0043829598894630.0087659197789260.995617040110537
770.003115215541066670.006230431082133340.996884784458933
780.003907930289383420.007815860578766840.996092069710617
790.005132935096411290.01026587019282260.994867064903589
800.003755722799132460.007511445598264920.996244277200868
810.005433648098973770.01086729619794750.994566351901026
820.01864374238565540.03728748477131080.981356257614345
830.01468714285992180.02937428571984350.985312857140078
840.01224970175777450.0244994035155490.987750298242225
850.009036238321876610.01807247664375320.990963761678123
860.006840936337552560.01368187267510510.993159063662447
870.004996704133279020.009993408266558030.99500329586672
880.005393403569569290.01078680713913860.99460659643043
890.004489371593114370.008978743186228730.995510628406886
900.004832156480669650.00966431296133930.99516784351933
910.003687176778059070.007374353556118130.99631282322194
920.005981769850035130.01196353970007030.994018230149965
930.004843133519403520.009686267038807030.995156866480597
940.004066601961958370.008133203923916730.995933398038042
950.002942426694397990.005884853388795970.997057573305602
960.002410012757147010.004820025514294030.997589987242853
970.001803618412237700.003607236824475400.998196381587762
980.001549449142343270.003098898284686550.998450550857657
990.001476344393273310.002952688786546620.998523655606727
1000.001495372219239690.002990744438479370.99850462778076
1010.001243085491396590.002486170982793170.998756914508603
1020.001394538426303440.002789076852606880.998605461573697
1030.004504533676805330.009009067353610670.995495466323195
1040.004491440641112740.008982881282225470.995508559358887
1050.006568228091305920.01313645618261180.993431771908694
1060.01083891486859210.02167782973718420.989161085131408
1070.03389972526866750.06779945053733510.966100274731332
1080.02595412439376390.05190824878752770.974045875606236
1090.02460256762325670.04920513524651350.975397432376743
1100.03771486951599050.0754297390319810.96228513048401
1110.03442140629610220.06884281259220440.965578593703898
1120.04094527515069750.0818905503013950.959054724849302
1130.03459277556260370.06918555112520750.965407224437396
1140.06335043789945190.1267008757989040.936649562100548
1150.05351396798249280.1070279359649860.946486032017507
1160.04169156321211330.08338312642422650.958308436787887
1170.04859760723720240.09719521447440490.951402392762798
1180.0501738040238580.1003476080477160.949826195976142
1190.04204013531293230.08408027062586470.957959864687068
1200.1168797821070150.2337595642140300.883120217892985
1210.1405597912477650.2811195824955310.859440208752235
1220.1248505873235560.2497011746471130.875149412676444
1230.1072267222013330.2144534444026660.892773277798667
1240.08339062454538770.1667812490907750.916609375454612
1250.07218392343281540.1443678468656310.927816076567185
1260.06435764371690360.1287152874338070.935642356283096
1270.08541060880635930.1708212176127190.91458939119364
1280.06510752082070440.1302150416414090.934892479179296
1290.04826672335561550.0965334467112310.951733276644384
1300.04764846903257670.09529693806515350.952351530967423
1310.1078250613175010.2156501226350030.892174938682499
1320.08324403515848720.1664880703169740.916755964841513
1330.1800121781410310.3600243562820620.819987821858969
1340.1403490784566010.2806981569132010.8596509215434
1350.1113403653003010.2226807306006010.8886596346997
1360.09044852818092260.1808970563618450.909551471819077
1370.0688607286235270.1377214572470540.931139271376473
1380.3527473944420350.7054947888840710.647252605557965
1390.2922145230187140.5844290460374280.707785476981286
1400.2300948652867820.4601897305735650.769905134713218
1410.2067228732185010.4134457464370020.793277126781499
1420.2994331736758350.5988663473516710.700566826324165
1430.4243886310738640.8487772621477280.575611368926136
1440.3295784479261730.6591568958523460.670421552073827
1450.5007832911173620.9984334177652750.499216708882638
1460.5167105223952990.9665789552094010.483289477604701
1470.566502083262820.866995833474360.43349791673718
1480.4534923017362410.9069846034724810.546507698263759
1490.4704711869933880.9409423739867770.529528813006612


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level210.15NOK
5% type I error level390.278571428571429NOK
10% type I error level560.4NOK