Generalized Estimating Equations
GPTKB entity
Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
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 |
| https://www.w3.org/2000/01/rdf-schema#label |
Generalized Estimating Equations
|
| 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
|