Multiple Linear Regression - Estimated Regression Equation
Cry_Sad[t] = + 1.55818696167561 + 0.00970850787920307Age[t] + 0.216489180560649Use_hands[t] + 0.273494403108749Hand_on_hips[t] + 0.148458261933412Quiet_FirstMeeting[t] -0.138792085520547Outgoing_individual[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.558186961675611.1562051.34770.1796920.089846
Age0.009708507879203070.1185360.08190.9348270.467413
Use_hands0.2164891805606490.1298331.66740.0974060.048703
Hand_on_hips0.2734944031087490.0997892.74070.0068370.003418
Quiet_FirstMeeting0.1484582619334120.0867121.71210.0888420.044421
Outgoing_individual-0.1387920855205470.103965-1.3350.18380.0919


Multiple Linear Regression - Regression Statistics
Multiple R0.294897539336513
R-squared0.0869645587067305
Adjusted R-squared0.0580710320835258
F-TEST (value)3.00982845883853
F-TEST (DF numerator)5
F-TEST (DF denominator)158
p-value0.0126753249430451
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.74510105898936
Sum Squared Residuals481.169677561553


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
173.178875966739763.82112403326024
232.926367665861050.0736323341389457
333.78414485223896-0.784144852238956
463.491318096304482.50868190369552
523.21943732814292-1.21943732814292
633.86870429494382-0.868704294943817
713.44266186196931-2.44266186196931
823.76885993587923-1.76885993587923
954.196431340868250.803568659131747
1014.26719250776156-3.26719250776156
1163.863085554996962.13691444500304
1213.00695325258194-2.00695325258194
1312.51428175211280-1.51428175211280
1423.58707268743671-1.58707268743671
1513.28453742362303-2.28453742362303
1634.20209241228145-1.20209241228145
1723.52040128847575-1.52040128847575
1824.3145315538968-2.3145315538968
1923.71215116007839-1.71215116007839
2023.59116245536906-1.59116245536906
2122.98757856828987-0.98757856828987
2223.90517588841462-1.90517588841462
2313.28858486008904-2.28858486008904
2434.45179688441205-1.45179688441205
2523.22748986960859-1.22748986960859
2633.90356225346744-0.903562253467436
2743.491275764838140.50872423516186
2852.916817401396562.08318259860344
2922.66538559937961-0.665385599379614
3054.280990783573110.719009216426887
3153.741390378655151.25860962134485
3212.90579170531742-1.90579170531742
3364.282562087053961.71743791294604
3433.28449509215669-0.284495092156694
3543.307917212914770.69208278708523
3663.578681367757442.42131863224256
3754.54762283901710.452377160982898
3853.782658211690781.21734178830922
3933.83284341804046-0.832843418040463
4034.23369406890422-1.23369406890422
4153.854990682064941.14500931793506
4223.6591933739963-1.65919337399630
4323.20675566565026-1.20675566565025
4433.4678959755464-0.467895975546402
4553.993698104652811.00630189534719
4624.07593744077801-2.07593744077801
4744.06172902328005-0.0617290232800512
4853.659108711063621.34089128893638
4923.15950128244770-1.15950128244770
5024.44650362321893-2.44650362321893
5154.665723052045650.334276947954352
5263.864614527011472.13538547298853
5363.530519938041362.46948006195864
5453.454097699734851.54590230026515
5543.477604483425610.522395516574395
5633.43299568555644-0.432995685556445
5774.500778597500952.49922140249905
5873.639776358237893.36022364176211
5953.849329610651751.15067038934825
6022.71974523659432-0.719745236594316
6163.362234518663132.63776548133687
6263.596781195315922.40321880468408
6343.837144969787390.162855030212614
6453.204067748850521.79593225114948
6524.03425946605597-2.03425946605597
6662.564308715047783.43569128495222
6733.15945895098136-0.159458950981358
6823.98403192823995-1.98403192823995
6924.18676516445539-2.18676516445539
7053.542746910372061.45725308962794
7133.52485886662816-0.524858866628164
7243.595704696454150.404295303545848
7353.131989393757271.86801060624273
7472.997287076169074.00271292383093
7522.78761791180685-0.787617911806846
7653.905175888414621.09482411158538
7763.520401288475752.47959871152425
7843.463806207614060.536193792385944
7934.34497426573434-1.34497426573434
8064.118734245828151.88126575417185
8153.571745439610651.42825456038935
8223.63977635823789-1.63977635823789
8353.007037915514611.99296208448539
8433.46207887772772-0.462078877727716
8564.487771456254561.51222854374544
8653.939875603523531.06012439647647
8713.2371983774878-2.23719837748780
8852.257641351835412.74235864816459
8923.28449509215669-1.28449509215669
9013.29416126856956-2.29416126856956
9144.59905165308468-0.599051653084684
9223.43299568555644-1.43299568555644
9333.22753220107493-0.227532201074933
9453.788276951637641.21172304836236
9563.217823693195732.78217630680427
9644.5145768733125-0.5145768733125
9743.126370653810420.873629346189583
9852.994398584488292.00560141551171
9912.22976165292492-1.22976165292492
10064.653368958833051.34663104116695
10123.08874011555439-1.08874011555438
10233.21377625672972-0.213776256729721
10353.30391210791511.6960878920849
10422.79451150848730-0.794511508487297
10523.20411008031686-1.20411008031686
10633.65357463404944-0.65357463404944
10722.78211508380836-0.782115083808357
10863.974323420360752.02567657963925
10933.73730061072280-0.737300610722804
11022.76835913946315-0.768359139463147
11113.10399378289841-2.10399378289841
11213.06122822686396-2.06122822686396
11312.98757856828987-1.98757856828987
11443.702400320732850.297599679267153
11512.56426638358144-1.56426638358144
11613.61094728134753-2.61094728134753
11713.6535323025831-2.6535323025831
11852.719745236594322.28025476340568
11953.530025133422281.46997486657772
12022.22976165292492-0.229761652924919
12133.50098427271734-0.500984272717343
12252.780797895608422.21920210439158
12323.41391744801163-1.41391744801163
12423.49127576483814-1.49127576483814
12544.25347889488269-0.253478894882691
12612.71003672871511-1.71003672871511
12754.537998994070580.462001005929424
12812.80148976810043-1.80148976810043
12923.19031180450531-1.19031180450531
13023.57174543961065-1.57174543961065
13163.65353230258312.3464676974169
13223.22348476460892-1.22348476460892
13312.28804173220661-1.28804173220661
13433.05136147557005-0.0513614755700526
13543.571745439610650.428254560389346
13662.832226709676013.16777329032399
13754.206182180213790.793817819786206
13864.39222864893691.6077713510631
13963.581496278956202.41850372104380
14013.69686624371867-2.69686624371867
14162.941652582220783.05834741777922
14223.04012621268556-1.04012621268556
14323.27482891574383-1.27482891574383
14473.362192187196803.63780781280320
14523.21377625672972-1.21377625672972
14623.38458014055944-1.38458014055944
14763.284495092156692.71550490784331
14813.40817171366576-2.40817171366576
14923.28449509215669-1.28449509215669
15033.62201530889301-0.62201530889301
15144.02455095817676-0.0245509581767641
15253.338812397905061.66118760209494
15354.354640442147210.645359557852794
15463.947972693464772.05202730653523
15532.748870760231930.251129239768074
15613.5455930705865-2.54559307058650
15733.07498417120917-0.0749841712091741
15823.34690727083707-1.34690727083707
15933.65915104252996-0.659151042529958
16073.426218000824363.57378199917564
16133.54411763897186-0.544117638971863
16242.936234417154971.06376558284503
16363.808104109082452.19189589091755
16423.08874011555439-1.08874011555438


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.9749960653803060.05000786923938870.0250039346196943
100.95653572025880.08692855948239970.0434642797411998
110.9346631374080680.1306737251838640.065336862591932
120.9251839178305070.1496321643389860.0748160821694931
130.9153859084260750.1692281831478510.0846140915739254
140.8762173392086710.2475653215826580.123782660791329
150.8587362101011720.2825275797976560.141263789898828
160.8295523532832790.3408952934334420.170447646716721
170.8264504507840420.3470990984319160.173549549215958
180.7801268681959560.4397462636080890.219873131804044
190.7224752435738320.5550495128523370.277524756426168
200.7077739570921610.5844520858156780.292226042907839
210.6426485493696180.7147029012607640.357351450630382
220.5920876268996150.815824746200770.407912373100385
230.6398064255027040.7203871489945920.360193574497296
240.59381582353110.8123683529378010.406184176468901
250.5555014922106430.8889970155787140.444498507789357
260.4895552566339350.979110513267870.510444743366065
270.4467574807324350.893514961464870.553242519267565
280.5602980028882070.8794039942235860.439701997111793
290.498149563862680.996299127725360.50185043613732
300.4769166380111880.9538332760223750.523083361988812
310.5054169193613870.9891661612772260.494583080638613
320.4609339531534860.9218679063069730.539066046846514
330.6069787191302350.786042561739530.393021280869765
340.5510211026399930.8979577947200150.448978897360007
350.5072860168684830.9854279662630340.492713983131517
360.5477333313352150.904533337329570.452266668664785
370.4977463992450370.9954927984900730.502253600754963
380.4529310398305180.9058620796610370.547068960169482
390.4131008260007510.8262016520015030.586899173999249
400.3958978203835930.7917956407671860.604102179616407
410.3995753595372060.7991507190744110.600424640462795
420.389470185154940.778940370309880.61052981484506
430.3494414402922390.6988828805844780.650558559707761
440.3012963803356580.6025927606713150.698703619664342
450.2808591498658380.5617182997316770.719140850134162
460.2643572484528780.5287144969057550.735642751547122
470.2230007386396270.4460014772792540.776999261360373
480.2007973904055690.4015947808111370.799202609594431
490.1775757524890910.3551515049781830.822424247510909
500.1816391147554940.3632782295109870.818360885244506
510.1708899765364830.3417799530729660.829110023463517
520.2016125145689470.4032250291378940.798387485431053
530.3409381407460390.6818762814920790.65906185925396
540.3458395352448140.6916790704896280.654160464755186
550.3132787388615090.6265574777230190.686721261138491
560.2721454158559660.5442908317119330.727854584144034
570.3209729141063060.6419458282126110.679027085893694
580.4365371413964790.8730742827929580.563462858603521
590.4123739741777060.8247479483554120.587626025822294
600.3702470592447430.7404941184894860.629752940755257
610.4292621735275890.8585243470551780.570737826472411
620.4965970291592820.9931940583185630.503402970840718
630.4551551887974440.9103103775948880.544844811202556
640.4536534695600240.9073069391200490.546346530439976
650.4647988303185370.9295976606370750.535201169681463
660.6379540359922980.7240919280154030.362045964007702
670.5944566017405380.8110867965189240.405543398259462
680.6019695554095520.7960608891808960.398030444590448
690.6253037516985770.7493924966028470.374696248301423
700.6166775416191190.7666449167617620.383322458380881
710.575219997555190.849560004889620.42478000244481
720.5359650371705810.9280699256588370.464034962829419
730.540219135270670.919561729458660.45978086472933
740.7123267153353150.575346569329370.287673284664685
750.67828090528620.64343818942760.3217190947138
760.6517041416904890.6965917166190220.348295858309511
770.6861484180823580.6277031638352840.313851581917642
780.6475270126638270.7049459746723460.352472987336173
790.6313411163919650.7373177672160710.368658883608035
800.6404937425310830.7190125149378330.359506257468917
810.6247250601275210.7505498797449570.375274939872478
820.6217204351390420.7565591297219150.378279564860958
830.6297873720076890.7404252559846210.370212627992311
840.5896127309567120.8207745380865750.410387269043288
850.5783324756734020.8433350486531960.421667524326598
860.552846168424160.894307663151680.44715383157584
870.5846819495660840.8306361008678320.415318050433916
880.6619897876561970.6760204246876060.338010212343803
890.643130022584520.713739954830960.35686997741548
900.6765965001629450.646806999674110.323403499837055
910.6421489611207880.7157020777584240.357851038879212
920.6320379157177650.7359241685644690.367962084282235
930.588985690117620.8220286197647590.411014309882380
940.559763899079640.880472201840720.44023610092036
950.6283206592482110.7433586815035780.371679340751789
960.5892427457658010.8215145084683980.410757254234199
970.5602300232255090.8795399535489820.439769976774491
980.5885928109050260.8228143781899480.411407189094974
990.5644801848855190.8710396302289620.435519815114481
1000.5411151074044020.9177697851911970.458884892595598
1010.5128169169358910.9743661661282170.487183083064109
1020.4666935900184550.933387180036910.533306409981545
1030.4578511106523120.9157022213046230.542148889347688
1040.4184973717670180.8369947435340360.581502628232982
1050.3913583886660720.7827167773321440.608641611333928
1060.3522497791965650.704499558393130.647750220803435
1070.3160773980989360.6321547961978730.683922601901063
1080.3329679867648450.665935973529690.667032013235155
1090.2954232691750150.590846538350030.704576730824985
1100.2601321023662250.520264204732450.739867897633775
1110.3018329959240260.6036659918480530.698167004075974
1120.3054516803094930.6109033606189850.694548319690507
1130.3038824507377850.607764901475570.696117549262215
1140.2623730434506820.5247460869013640.737626956549318
1150.2459789772692080.4919579545384160.754021022730792
1160.3070745189590400.6141490379180790.69292548104096
1170.3618770484239270.7237540968478550.638122951576073
1180.395580718064240.791161436128480.60441928193576
1190.3654591398077730.7309182796155450.634540860192227
1200.3173202747972120.6346405495944230.682679725202788
1210.2755958339983960.5511916679967920.724404166001604
1220.3114546731540990.6229093463081980.688545326845901
1230.3286029963725590.6572059927451180.671397003627441
1240.3035809026710880.6071618053421770.696419097328912
1250.2690815130820650.538163026164130.730918486917935
1260.2557350349141870.5114700698283740.744264965085813
1270.2138222415171790.4276444830343580.786177758482821
1280.2070437293413920.4140874586827830.792956270658609
1290.1814811212732780.3629622425465570.818518878726722
1300.1789741003145050.3579482006290110.821025899685495
1310.2145798538747680.4291597077495360.785420146125232
1320.1974872669414520.3949745338829040.802512733058548
1330.1821289779141740.3642579558283490.817871022085826
1340.1450456342755890.2900912685511780.854954365724411
1350.1143023358958370.2286046717916740.885697664104163
1360.2238820877971740.4477641755943480.776117912202826
1370.180641492803250.36128298560650.81935850719675
1380.1545191744417340.3090383488834680.845480825558266
1390.2119827448885250.4239654897770490.788017255111475
1400.2192778958526720.4385557917053450.780722104147328
1410.3261546133209550.652309226641910.673845386679045
1420.2873880354816240.5747760709632470.712611964518376
1430.2407500040397490.4815000080794970.759249995960251
1440.4840649674461220.9681299348922440.515935032553878
1450.4369926075991380.8739852151982760.563007392400862
1460.3674987364907880.7349974729815760.632501263509212
1470.6584122258524560.6831755482950880.341587774147544
1480.6658021465190450.668395706961910.334197853480955
1490.5903097204913020.8193805590173960.409690279508698
1500.6035256092486550.792948781502690.396474390751345
1510.5717044460331060.8565911079337880.428295553966894
1520.4941028377918620.9882056755837250.505897162208138
1530.3749922252690110.7499844505380220.625007774730989
1540.2586098927774300.5172197855548590.74139010722257
1550.5419511226066720.9160977547866550.458048877393328


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level00OK
10% type I error level20.0136054421768707OK