Generalized Linear Mixed Models
GPTKB entity
Statements (39)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
GLMM
|
| gptkbp:allows |
Modeling of Correlated Data
Modeling of Hierarchical Data Modeling of Non-Normal Data |
| gptkbp:author |
Breslow, N.E.
Clayton, D.G. |
| gptkbp:canBe |
Bayesian Methods
Maximum Likelihood Restricted Maximum Likelihood |
| gptkbp:citation |
Breslow, N.E. and Clayton, D.G. (1993). Approximate Inference in Generalized Linear Mixed Models. Journal of the American Statistical Association.
|
| gptkbp:component |
Link Function
Fixed Effects Structure Random Effects Structure Variance Function |
| gptkbp:extendsTo |
gptkb:Generalized_Linear_Models
|
| https://www.w3.org/2000/01/rdf-schema#label |
Generalized Linear Mixed Models
|
| gptkbp:implementedIn |
gptkb:Python
gptkb:SAS gptkb:SPSS gptkb:Stata R |
| gptkbp:includes |
Fixed Effects
Random Effects |
| gptkbp:introducedIn |
1993
|
| gptkbp:relatedTo |
gptkb:Generalized_Linear_Models
Hierarchical Models Linear Mixed Models Multilevel Models |
| gptkbp:usedFor |
Longitudinal Data Analysis
Clustered Data Analysis Multilevel Data Repeated Measures |
| gptkbp:usedIn |
Ecology
Social Sciences Statistics Biostatistics |
| gptkbp:bfsParent |
gptkb:Charles_E._McCulloch
|
| gptkbp:bfsLayer |
8
|