Hierarchical Bayesian models
GPTKB entity
Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:advantage |
Borrowing strength across groups
Handling of missing data Improved parameter estimation |
| gptkbp:application |
gptkb:Psychology
Ecology Econometrics Meta-analysis Multilevel modeling Random effects models |
| gptkbp:basedOn |
Bayesian statistics
|
| gptkbp:feature |
Hyperparameters
Multiple levels of parameters Partial pooling Posterior inference Prior distributions |
| https://www.w3.org/2000/01/rdf-schema#label |
Hierarchical Bayesian models
|
| gptkbp:originatedIn |
Bayesian hierarchical modeling
|
| gptkbp:relatedTo |
gptkb:Markov_Chain_Monte_Carlo
gptkb:Gibbs_sampling gptkb:Empirical_Bayes gptkb:JAGS_(software) BUGS (software) Stan (software) |
| gptkbp:usedIn |
Statistics
Machine learning Data analysis |
| gptkbp:bfsParent |
gptkb:Inverse_gamma_distribution
|
| gptkbp:bfsLayer |
7
|