Markov chain Monte Carlo with the Integrated Nested Laplace Approximation
Sign Up to like & getrecommendations! Published in 2018 at "Statistics and Computing"
DOI: 10.1007/s11222-017-9778-y
Abstract: The Integrated Nested Laplace Approximation (INLA) has established itself as a widely used method for approximate inference on Bayesian hierarchical models which can be represented as a latent Gaussian model (LGM). INLA is based on… read more here.
Keywords: laplace approximation; approximation; nested laplace; integrated nested ... See more keywords
Spatial modeling of mid-infrared spectral data with thermal compensation using integrated nested Laplace approximation.
Sign Up to like & getrecommendations! Published in 2021 at "Applied optics"
DOI: 10.1364/ao.435918
Abstract: The problem of analyzing substances using low-cost sensors with a low signal-to-noise ratio (SNR) remains challenging. Using accurate models for the spectral data is paramount for the success of any classification task. We demonstrate that… read more here.
Keywords: spectral data; integrated nested; thermal compensation; nested laplace ... See more keywords