Generalized Estimating Equations

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:statistical_analysis
gptkbp:abbreviation	gptkb:GEE
gptkbp:appliesTo	biostatistics epidemiology social sciences
gptkbp:assumes	large sample sizes
gptkbp:compatibleWith	full likelihood specification
gptkbp:estimatedCost	population-averaged effects robust standard errors
gptkbp:handles	clustered data repeated measures
gptkbp:introduced	gptkb:Liang_and_Zeger 1986
gptkbp:reference_publication	Liang, K.-Y. and Zeger, S.L. (1986). Longitudinal data analysis using generalized linear models. Biometrika, 73(1), 13-22.
gptkbp:relatedTo	gptkb:generalized_linear_models mixed-effects models
gptkbp:software	gptkb:SAS gptkb:SPSS gptkb:Stata R
gptkbp:usedFor	analyzing correlated data longitudinal data analysis
gptkbp:uses	working correlation structure
gptkbp:bfsParent	gptkb:Generalized_Linear_Models gptkb:Liang_and_Zeger gptkb:Scott_L._Zeger gptkb:Kung-Yee_Liang gptkb:Scott_Zeger
gptkbp:bfsLayer	8
https://www.w3.org/2000/01/rdf-schema#label	Generalized Estimating Equations