Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:advantage |
computational efficiency
avoids MCMC sampling fast approximate Bayesian inference |
| gptkbp:application |
ecology
epidemiology spatial statistics time series analysis disease mapping |
| gptkbp:citation |
Rue, H., Martino, S., & Chopin, N. (2009). Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society: Series B, 71(2), 319-392.
|
| gptkbp:developedBy |
gptkb:Finn_Lindgren
gptkb:Håvard_Rue gptkb:Sara_Martino |
| gptkbp:firstPublished |
2009
|
| gptkbp:fullName |
gptkb:Integrated_Nested_Laplace_Approximation
|
| https://www.w3.org/2000/01/rdf-schema#label |
INLA
|
| gptkbp:implementedIn |
gptkb:R-INLA
|
| gptkbp:relatedTo |
gptkb:Markov_Chain_Monte_Carlo
Gaussian Markov random fields |
| gptkbp:usedFor |
Bayesian inference
latent Gaussian models |
| gptkbp:website |
https://www.r-inla.org/
|
| gptkbp:bfsParent |
gptkb:Official_IRA
gptkb:Provisional_IRA gptkb:Ulster_Defence_Association gptkb:Irish_National_Liberation_Army gptkb:Ulster_Volunteer_Force |
| gptkbp:bfsLayer |
6
|