Integrated Nested Laplace Approximation
GPTKB entity
Statements (20)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:statistical_analysis
|
| gptkbp:abbreviation |
gptkb:INLA
|
| gptkbp:advantage |
computational efficiency
accuracy for latent Gaussian models |
| gptkbp:contrastsWith |
gptkb:Markov_Chain_Monte_Carlo
|
| gptkbp:developedBy |
gptkb:Håvard_Rue
gptkb:Sara_Martino gptkb:Nicolas_Chopin |
| gptkbp:field |
Bayesian statistics
statistics computational statistics |
| gptkbp:implementedIn |
gptkb:R-INLA_package
|
| gptkbp:publicationYear |
2009
|
| gptkbp:publishedIn |
gptkb:Journal_of_the_Royal_Statistical_Society,_Series_B
|
| gptkbp:usedFor |
Bayesian inference
latent Gaussian models |
| gptkbp:website |
https://www.r-inla.org/
|
| gptkbp:bfsParent |
gptkb:INLA
|
| gptkbp:bfsLayer |
7
|
| https://www.w3.org/2000/01/rdf-schema#label |
Integrated Nested Laplace Approximation
|