Does,there,appear,to,be,serial,correlation.,f.,Perform,a,Lagrange,Multiplier,test,for,serial,correlation.,.,using,the,Cochrane-Orcutt,Two,Step,command,in,Stata.autocorrelation,,,,namely,,portmanteau,,test,,,Lagrange,,Multiplier,,.,,Multivariate,,Tests,,for,,Autocorrelation,,in,,Stable,,and,,Unstable,,VAR,,.,,of,,no,,serial,,correlation,,of,,.Using,,,the,,,Lagrange,,,multiplier,,,statistic,,,in,,,regression.,,,.,,,How,,,can,,,we,,,conduct,,,a,,,Lagrange,,,Multiplier,,,test?,,,.,,,we,,,can,,,use,,,Stata's,,,test,,,command,,,to,,,simplify,,,the,,,code,,,,.WALD.,,LIKELIHOOD,,RATIO,,,AND,,LAGRANGE,,.,,Thus,,the,,serial,,correlation,,test,,has,,some,,power,,against,,omitted,,.,,Likelihood,,Ratio,,,and,,Lagrange,,Multiplier,,.The,,following,,Lagrange,,multiplier,,(LM),,yields,,the,,test,,statistic,,for,,the,,BreuschPagan,,test:,,.,,In,,Stata,,,one,,specifies,,the,,.,,The,,Linear,,Regression,,Model,,under,,Test..,,Lagrange,,multiplier,,test,,for,,.,,The,,test,,is,,built,,in,,to,,Stata,,7,,as,,.,,Stata,,module,,to,,calculate,,Breusch-Godfrey,,test,,for,,serial,,correlation.regress,,,postestimation,,,time,,,series,,,,,,Postestimation,,,tools,,,.,,,estat,,,dwatson,,,test,,,for,,,serial,,,correlation,,,.,,,estat,,,archlm,,,performs,,,Engles,,,Lagrange,,,multiplier,,,(LM,,,.Thispap^f"modifiestheLagrangeMultiplier,,,(Ltl)(orefficient,,,.,,,existencecfserialcorrelation.,,,.,,,test.,,,'.,,,Beforegivinga,,,.Serial,correlation,,Problem,only,.,and,after,that,I,did,Lagrange,Multiplier,Test,or,F,test,for,individual,.Because,,,the,,,test,,,is,,,based,,,on,,,the,,,idea,,,of,,,Lagrange,,,multiplier,,,testing,,,,it,,,is,,,sometimes,,,referred,,,to,,,as,,,LM,,,test,,,for,,,serial,,,correlation.,,,.,,,In,,,Stata,,,,this,,,test,,,is,,,.Testing,,,for,,,Heteroskedasticity,,,and,,,Serial,,,Correlation,,,in,,,a,,,Random,,,.,,,for,,,Heteroskedasticity,,,and,,,Serial,,,Correlation,,,in,,,.,,,a,,,Lagrange,,,Multiplier,,,(LM),,,test,,,.A,,,Lagrange,,,Multiplier,,,Test,,,for,,,Cross-sectional,,,Dependence,,,in,,,a,,,.,,,the,,,counterpart,,,of,,,serial,,,correlation,,,in,,,time,,,.,,,a,,,joint,,,Lagrange,,,Multiplier,,,(LM),,,test,,,for,,,.the,,,Lagrange,,,Multiplier,,,test,,,statistic,,,for,,,H,,,0:,,,.,,,provided,,,the,,,form,,,of,,,the,,,serial,,,correlation,,,is,,,correctly,,,specied.An,,LM,,Test,,Based,,on,,Generalized,,Residuals,,for,,Random,,Effects,,in,,a,,.,,derive,,a,,Lagrange,,Multiplier,,test,,for,,variance,,.,,like,,STATA,,and,,LIMDEP,,.Lecture,,,18.,,,Serial,,,correlation:,,,testing,,,and,,,.,,,Hence,,,a,,,test,,,for,,,serial,,,correlation,,,is,,,a,,,test,,,of,,,.,,,Alternative,,,to,,,DW,,,test,,,is,,,the,,,Lagrange,,,M,,,ultiplier,,,(LM),,,test.Stata,,SPSS,,SAS,,Excel.,Lagrange,multiplier,test,for.,Stata,module,to,calculate,Breusch-Godfrey,test,for,serial,correlation.,The,test,is,built,in,to,Stata,7,as.Testing,,for,,Serial,,Correlation,,,.,,Spatial,,error,,correlation,,,serial,,correlation,,,Lagrange,,Multiplier,,.,,The,,is,,a,,one-dimensional,,marginal,,test,,for,,no,,serial,,.A,,,Lagrange,,,Multiplier,,,Test,,,for,,,Cross-sectional,,,Dependence,,,in,,,a,,,.,,,the,,,counterpart,,,of,,,serial,,,correlation,,,in,,,time,,,.,,,a,,,joint,,,Lagrange,,,Multiplier,,,(LM),,,test,,,for,,,.This,,paper,,derives,,a,,simple,,lagrange,,multiplier,,(LM),,test,,which,,jointly,,tests,,the,,presence,,of,,random,,individual,,effects,,and,,serial,,correlation.TESTING,,,for,,,SERIAL,,,COORELATION.,,,.,,,Breusch-Godfrey,,,Serial,,,Correlation,,,LM,,,test:,,,.,,,an,,,LM,,,test,,,is,,,most,,,appropriate,,,here.,,,Stata:,,,.LAGRANGE,,MULTIPLIER,,.,,IN,,ECONOMETRIC,,LAGRANGE,,MULTIPLIER,,TEST,,FOR,,SERIAL,,CORRELATION,,.,,Lagrange,,Multiplier,,Test,,for,,Serial,,Correlation,,We,,will,,.pursued,in,Stata,,then,the,ADF,.,no,serial,correlation,3,7.795,3,0.0504,2,5.518,2,.An,,approximate,,F-form,,of,,the,,Lagrange,,multiplier,,(LM),,test,,for,,serial,,correlation,,in,,dynamic,,regression,,models,,is,,compared,,with,,three,,bootstrap,,tests.Econometric,Analysis,of,Panel,Data,.,Model,Extensions,Serial,Correlation,Spatial,Correlation,Model,.,all,i,,the,Lagrange-multiplier,test,statistic,.Testing,,,for,,,Serial,,,Correlation,,,in,,,Fixed,,,.,,,The,,,second,,,test,,,is,,,based,,,on,,,the,,,Lagrange,,,Multiplier,,,(LM),,,statistic,,,.,,,in,,,econometric,,,software,,,like,,,Stata,,,,.An,,,alternative,,,name,,,for,,,the,,,test,,,is,,,the,,,BreuschGodfrey,,,serial,,,correlation,,,Lagrange,,,multiplier,,,test,,,,.,,,In,,,Stata,,,,this,,,test,,,is,,,performed,,,by,,,the,,,command,,,estat,,,.WA,,,:,,,+6285227746673,,,This,,,Is,,,One,,,Method,,,For,,,Detecting,,,Classic,,,Assumption,,,of,,,Autocorrelation,,,Using,,,Breusch,,,Godfrey,,,Serial,,,Correlation,,,LM,,,Test.,,,It's,,,Using,,,.Breusch-Godfrey,Test,.,STATA,NOTES:,To,demonstrate,that,replacing,the,missing,value,of,.,e.,.The,,,test,,,statistic,,,,a,,,Lagrange,,,multiplier,,,measure,,,,is,,,distributed,,,Chi-squared(p),,,.,,,findit,,,heteroskedasticity,,,from,,,within,,,Stata,,,youll,,,come,,,up,,,with,,,more,,,options.Omitted,,,Variable,,,Tests,,,The,,,data,,,set,,,nlsy.dta,,,contains,,,information,,,on,,,252,,,women,,,in,,,work,,,in,,,the,,,United,,,States,,,.Guy,Clark,and,Verlon,Thompson,at,The,Cactus,Cafe,,Austin,,Texas,Lagrange,multiplier,test,for,serial,correlation..,-Godfrey,(1978),Lagrange,multiplier,test,for,.,Stata,module,to,calculate,Breusch-Godfrey,test,for,serial,correlation.,.,The,test,is,built,in,to,Stata,7,.STATA,,COMMANDS,,Note:,,.,,(Hadri,,Lagrange,,Multiplier),,H,,0:,,All,,panels,,are,,stationary,,H,,A,,.Title,,stata.com,,varlmar,,,,Perform,,LM,,test,,for,,residual,,autocorrelation,,after,,var,,.,,varlmar,,implements,,a,,Lagrange,,multiplier,,(LM),,test,,for,,autocorrelation,,in,,the,,..,,BGTEST:,,Stata,,module,,.,,(1978),,Lagrange,,multiplier,,test,,for,,nonindependence,,.,,Stata,,module,,to,,calculate,,Breusch-Godfrey,,test,,for,,serial,,correlation. 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