Multiple Linear Regression - Estimated Regression Equation
Quiet_Outgoing[t] = + 6.61747451124493 -0.219240011126145Use_hands[t] -0.12159210020993Hand_on_hips[t] -0.279781546959985individual[t] + 0.12278254111577Cry[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)6.617474511244930.6959479.508600
Use_hands-0.2192400111261450.117568-1.86480.0640530.032026
Hand_on_hips-0.121592100209930.09218-1.31910.1890420.094521
individual-0.2797815469599850.091435-3.05990.00260.0013
Cry0.122782541115770.0715671.71560.0881770.044089


Multiple Linear Regression - Regression Statistics
Multiple R0.355223107204072
R-squared0.126183455891716
Adjusted R-squared0.104200649750627
F-TEST (value)5.74009774192846
F-TEST (DF numerator)4
F-TEST (DF denominator)159
p-value0.000242967852694509
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.58435955092612
Sum Squared Residuals399.121034671118


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
164.860252408414821.13974759158517
265.866186918210050.133813081789946
363.626916485445672.37308351455433
444.67641930292288-0.676419302922883
523.50413394432991-1.50413394432991
674.80709323766172.19290676233830
764.001965061510191.99803493848981
854.465070685419790.534929314580211
964.030671014427271.96932898557273
1074.038562408050322.96143759194968
1175.856596055138911.14340394486109
1243.722183514550210.277816485449791
1313.62453560363399-2.62453560363399
1463.723373955456052.27662604454395
1544.28174660847018-0.281746608470179
1653.383732285025811.61626771497419
1753.905507591499821.09449240850018
1864.538774407042291.46122559295771
1943.881563402206100.118436597793896
2064.404529149585951.59547085041405
2134.12474760262596-1.12474760262596
2233.26094974391004-0.260949743910044
2354.683120255640090.316879744359906
2453.845647468029571.15435253197043
2554.027099691709750.972900308290251
2654.186479579365640.813520420634356
2754.151072673731360.848927326268641
2823.99407366788714-1.99407366788714
2963.906016620042072.09398337995793
3075.21084776664331.7891522333567
3124.31045256138725-2.31045256138725
3233.81983142546642-0.819831425466424
3364.251101466459251.74889853354075
3454.247530143741730.752469856258266
3574.491904785067432.50809521493257
3653.897616197876771.10238380212323
3763.410057356131212.58994264386879
3855.514573502897-0.514573502896999
3933.9672395682395-0.967239568239499
4074.867634773495542.13236522650446
4154.931066219683310.0689337803166858
4254.18528913845980.814710861540196
4364.343987613752111.65601238624789
4424.18647957936564-2.18647957936564
4574.651284672723332.34871532727667
4634.31953439591614-1.31953439591614
4764.309262120481411.69073787951859
4873.994073667887143.00592633211286
4954.526121249795880.473878750204121
5043.41913919066010.580860809339901
5164.286508372093541.71349162790646
5274.494285666879112.50571433312089
5323.97131991949927-1.97131991949927
5423.75088946746728-1.75088946746728
5524.30926212048141-2.30926212048141
5654.527311690701720.472688309298281
5723.41243823794289-1.41243823794289
5854.799201844038650.200798155961346
5965.332439866853230.66756013314677
6023.84496605566598-1.84496605566598
6144.3966377559629-0.396637755962899
6264.214504119919131.78549588008087
6343.725754837267730.274245162732271
6434.27385521484713-1.27385521484713
6533.54073129087003-0.54073129087003
6635.05435778934133-2.05435778934133
6764.369122243951661.63087775604834
6864.562718596336001.43728140366400
6953.942104938039941.05789506196006
7035.61222141381321-2.61222141381321
7134.00434594332187-1.00434594332187
7225.18571313644374-3.18571313644374
7334.09172157880336-1.09172157880336
7434.73866030820481-1.73866030820481
7555.74340437709428-0.743404377094284
7633.62929736725735-0.629297367257354
7754.39663775596290.603362244037101
7823.62810692635151-1.62810692635151
7954.34466902611570.655330973884301
8064.652475113629171.34752488637083
8164.772876772933261.22712322706674
8254.18528913845980.814710861540196
8324.77287677293326-2.77287677293326
8464.247530143741731.75246985625827
8575.114390296632921.88560970336708
8655.12636204151574-0.126362041515745
8753.904317150593981.09568284940602
8824.65179370126558-2.65179370126558
8954.124747602625960.875252397374036
9063.722183514550212.27781648544979
9154.345859467021540.654140532978461
9254.404529149585950.595470850414051
9344.4296637797855-0.429663779785504
9454.83341830876710.166581691232901
9544.79801140313281-0.798011403132814
9623.72524580872548-1.72524580872548
9734.65009423181749-1.65009423181749
9855.89251198931545-0.89251198931545
9924.06301562588628-2.06301562588628
10024.250592437917-2.25059243791700
10144.02709969170975-0.0270996917097486
10234.02829013261559-1.02829013261559
10354.493095225973270.506904774026726
10454.465579713962040.534420286037961
10524.1852891384598-2.18528913845980
10654.989226873705470.0107731262945261
10724.02709969170975-2.02709969170975
10865.053848760799080.946151239200916
10923.38373228502581-1.38373228502581
11013.62572604453983-2.62572604453983
11165.90040338293850.0995966170615005
11223.10156985625415-1.10156985625415
11334.00196506151019-1.00196506151019
11453.847346937477661.15265306252234
11544.1606635368025-0.160663536802499
11643.576647225046560.423352774953436
11764.463880244513951.53611975548605
11824.21331367901329-2.21331367901329
11973.714292120927163.28570787907284
12024.18579816700205-2.18579816700205
12154.028290132615590.971709867384411
12234.71233523709942-1.71233523709942
12334.19845132424846-1.19845132424846
12453.905507591499821.09449240850018
12554.28531793118770.7146820688123
12623.72218351455021-1.72218351455021
12743.969620450051180.0303795499488210
12833.62453560363399-0.624535603633994
12923.5041339443299-1.50413394432990
13064.404529149585951.59547085041405
13165.07779295009280.922207049907201
13233.90550759149982-0.905507591499819
13323.56399406780015-1.56399406780015
13465.464813271040140.53518672895986
13564.650094231817491.34990576818251
13625.89370243022129-3.89370243022129
13754.310452561387250.689547438612746
13864.530883013419241.46911698658076
13955.17544086100901-0.175440861009014
14034.71971760218022-1.71971760218022
14175.273597800467481.72640219953252
14254.246339702835890.753660297164106
14344.40452914958595-0.404529149585949
14454.239638750118680.760361249881316
14533.90550759149982-0.905507591499819
14625.24387379046590-3.24387379046590
14754.615877767089040.384122232910956
14863.917479336382642.08252066361736
14954.124747602625960.875252397374036
15023.78510593219573-1.78510593219573
15133.78629637310157-0.78629637310157
15224.1522631146372-2.1522631146372
15364.310452561387251.68954743861275
15463.593890461623072.40610953837693
15523.96774859678175-1.96774859678175
15623.44189293904797-1.44189293904797
15733.7485085856556-0.748508585655604
15844.58666278562972-0.586662785629719
15964.028290132615591.97170986738441
16023.89880663878261-1.89880663878261
16176.122024275876330.877975724123675
16223.87129112677137-1.87129112677137
16324.53088301341924-2.53088301341924
16444.02709969170975-0.0270996917097486


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.8315749199015350.336850160196930.168425080098465
90.7848328890877590.4303342218244820.215167110912241
100.7228325510086640.5543348979826730.277167448991336
110.6219689323310560.7560621353378880.378031067668944
120.5102966716005380.9794066567989230.489703328399462
130.5254888778578240.9490222442843520.474511122142176
140.4752009255246930.9504018510493860.524799074475307
150.4003569872196740.8007139744393480.599643012780326
160.3777206884893680.7554413769787360.622279311510632
170.3361666975397950.672333395079590.663833302460205
180.3640824503668210.7281649007336420.635917549633179
190.35379036802490.70758073604980.6462096319751
200.3182239212257480.6364478424514970.681776078774252
210.3175364101128660.6350728202257320.682463589887134
220.3323638777052410.6647277554104820.667636122294759
230.2681462875361880.5362925750723750.731853712463812
240.2153196866825520.4306393733651040.784680313317448
250.1936709812619800.3873419625239610.80632901873802
260.1510704724210580.3021409448421160.848929527578942
270.1166751695812110.2333503391624230.883324830418789
280.1652999670107710.3305999340215420.834700032989229
290.2180517341092900.4361034682185810.78194826589071
300.1850220430098630.3700440860197250.814977956990137
310.3596072881947080.7192145763894160.640392711805292
320.3680913788616150.736182757723230.631908621138385
330.3327818366543370.6655636733086740.667218163345663
340.2838552360438570.5677104720877150.716144763956143
350.3411676390571660.6823352781143330.658832360942834
360.3091023725424630.6182047450849250.690897627457537
370.3431982693022640.6863965386045280.656801730697736
380.3123539279112910.6247078558225820.687646072088709
390.2946908683617240.5893817367234480.705309131638276
400.3186851454019570.6373702908039140.681314854598043
410.2885084112413370.5770168224826730.711491588758663
420.2509091846991030.5018183693982060.749090815300897
430.2319859342970530.4639718685941060.768014065702947
440.3223095220644380.6446190441288770.677690477935562
450.3330890450184880.6661780900369770.666910954981512
460.3741428523285720.7482857046571440.625857147671428
470.3634184476658520.7268368953317040.636581552334148
480.4454325132871530.8908650265743060.554567486712847
490.3989034095238170.7978068190476330.601096590476183
500.3557821581972470.7115643163944940.644217841802753
510.3360021246517230.6720042493034460.663997875348277
520.3523735815947440.7047471631894880.647626418405256
530.5017381736920620.9965236526158750.498261826307938
540.5574201719035560.8851596561928880.442579828096444
550.643484897408190.713030205183620.35651510259181
560.6019789199131480.7960421601737030.398021080086852
570.6017096664635140.7965806670729710.398290333536486
580.5584554682672830.8830890634654330.441544531732717
590.5187336446707880.9625327106584240.481266355329212
600.5661734744540290.8676530510919420.433826525545971
610.5289343378766890.9421313242466230.471065662123311
620.5259884821300940.9480230357398130.474011517869906
630.4826687994856650.965337598971330.517331200514335
640.477844169731480.955688339462960.52215583026852
650.4383857436664960.8767714873329920.561614256333504
660.5282282109931040.9435435780137920.471771789006896
670.5238176131620260.9523647736759480.476182386837974
680.5110298258120010.9779403483759970.488970174187999
690.4866244547993590.9732489095987170.513375545200641
700.5925144561464460.8149710877071090.407485543853554
710.5735766517949570.8528466964100850.426423348205043
720.7121197961265620.5757604077468770.287880203873438
730.6958927367046940.6082145265906120.304107263295306
740.7070201658653130.5859596682693750.292979834134687
750.6779425093064120.6441149813871760.322057490693588
760.6426042373112850.714791525377430.357395762688715
770.6051955033239460.7896089933521080.394804496676054
780.6096539063518620.7806921872962770.390346093648138
790.575238879545660.849522240908680.42476112045434
800.566788719956310.866422560087380.43321128004369
810.5493648831688080.9012702336623840.450635116831192
820.5187808742226350.962438251554730.481219125777365
830.6128964083126410.7742071833747190.387103591687359
840.623354210441690.7532915791166210.376645789558310
850.6516248782259010.6967502435481980.348375121774099
860.6083553837585470.7832892324829060.391644616241453
870.5908549104490190.8182901791019610.409145089550981
880.6762508945834480.6474982108331030.323749105416551
890.6512143998392540.6975712003214920.348785600160746
900.7053967760727040.5892064478545930.294603223927296
910.6819374351012710.6361251297974580.318062564898729
920.6544402790105770.6911194419788460.345559720989423
930.6197671847283490.7604656305433020.380232815271651
940.5803669555402780.8392660889194440.419633044459722
950.5460519345640320.9078961308719350.453948065435968
960.5433667153909170.9132665692181670.456633284609083
970.5444746312767290.9110507374465410.455525368723271
980.5120464169862920.9759071660274150.487953583013708
990.5482426535618630.9035146928762730.451757346438137
1000.5768294546524220.8463410906951560.423170545347578
1010.5373910385481770.9252179229036460.462608961451823
1020.5082841153824130.9834317692351750.491715884617587
1030.4660292813132020.9320585626264040.533970718686798
1040.4285380979728560.8570761959457110.571461902027144
1050.4577322886172590.9154645772345180.542267711382741
1060.416905201541780.833810403083560.58309479845822
1070.4335871165695850.867174233139170.566412883430415
1080.4056548379020950.8113096758041910.594345162097905
1090.3895146428191170.7790292856382340.610485357180883
1100.4559062374803570.9118124749607140.544093762519643
1110.4151337687303780.8302675374607570.584866231269622
1120.3875125864513850.775025172902770.612487413548615
1130.353489129603860.706978259207720.64651087039614
1140.3292552964990570.6585105929981150.670744703500943
1150.2855172302302140.5710344604604290.714482769769786
1160.2477890402069470.4955780804138930.752210959793054
1170.2783259819617140.5566519639234270.721674018038286
1180.3261886034201830.6523772068403660.673811396579817
1190.470474952041280.940949904082560.52952504795872
1200.5101961150263020.9796077699473960.489803884973698
1210.4924538595958170.9849077191916330.507546140404183
1220.510585142228990.978829715542020.48941485777101
1230.5032610167499160.9934779665001680.496738983250084
1240.5020974593598540.9958050812802920.497902540640146
1250.4613483141723340.9226966283446670.538651685827666
1260.4648278702341870.9296557404683740.535172129765813
1270.4222690038421210.8445380076842420.577730996157879
1280.3716495837522590.7432991675045180.628350416247741
1290.3568067925720430.7136135851440860.643193207427957
1300.3881419710729400.7762839421458810.611858028927060
1310.4182246233351690.8364492466703380.581775376664831
1320.3671047989505260.7342095979010520.632895201049474
1330.4144868847972620.8289737695945240.585513115202738
1340.3577560228906560.7155120457813120.642243977109344
1350.3768616591538390.7537233183076770.623138340846161
1360.6457148342143690.7085703315712630.354285165785631
1370.6383796977561130.7232406044877730.361620302243887
1380.6733202879013760.6533594241972470.326679712098624
1390.6207888196648640.7584223606702730.379211180335136
1400.5662813284104610.8674373431790790.433718671589539
1410.5126028579764910.9747942840470170.487397142023509
1420.4502897456902660.9005794913805320.549710254309734
1430.378677301227540.757354602455080.62132269877246
1440.3306200563071010.6612401126142020.669379943692899
1450.2681532225513560.5363064451027120.731846777448644
1460.2960186613984730.5920373227969460.703981338601527
1470.2392480645285230.4784961290570460.760751935471477
1480.2062757073322750.4125514146645490.793724292667725
1490.1717052810444530.3434105620889060.828294718955547
1500.1434731917241850.286946383448370.856526808275815
1510.09851750935803160.1970350187160630.901482490641968
1520.09154704095853690.1830940819170740.908452959041463
1530.1249890995156120.2499781990312230.875010900484388
1540.5212438535278710.9575122929442590.478756146472129
1550.4986668454713180.9973336909426350.501333154528682
1560.354599517374290.709199034748580.64540048262571


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 level00OK