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Bayesian nonparametric regression and density estimation using integrated nested Laplace approximations

Integrated nested Laplace approximations (INLA) are a recently proposed approximate Bayesian approach to fit structured additive regression models with latent Gaussian field. INLA method, as an alternative to Markov chain Monte Carlo techniques, provides accurate approximations to estimate posterior...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile nagusia: Wang, Xiao-Feng
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2013
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC3885145/
https://ncbi.nlm.nih.gov/pubmed/24416633
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4172/2155-6180.1000e125
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