Results 161 to 170 of about 3,106 (192)
Growth rates of coral reefs peaked at 25 °C through the Holocene. [PDF]
PLoS OneMacedo T, van Woesik R.
europepmc +1 more source
Syndemic mapping of HIV and other STIs in KwaZulu-Natal: a Bayesian spatio-temporal modeling approach using latent constructs. [PDF]
Front Public HealthChireshe E +4 more
europepmc +1 more source
Importance Sampling with the Integrated Nested Laplace Approximation [PDF]
Journal of Computational and Graphical Statistics, 2022 The Integrated Nested Laplace Approximation (INLA) is a deterministic approach to Bayesian inference on latent Gaussian models (LGMs) and focuses on fast and accurate approximation of posterior marginals for the parameters in the models. Recently, methods have been developed to extend this class of models to those that can be expressed as conditional ...
Martin Outzen Berild +2 more
exaly +8 more sources
A novel method of marginalisation using low discrepancy sequences for integrated nested Laplace approximations [PDF]
Computational Statistics and Data Analysis, 2021 Recently, it has been shown that approximations to marginal posterior distributions obtained using a low discrepancy sequence (LDS) can outperform standard grid-based methods with respect to both accuracy and computational efficiency. This recent method, which we will refer to as LDS-StM, can also produce good approximations to multimodal posteriors ...
Chaitanya Joshi +2 more
exaly +7 more sources
Fitting complex ecological point process models with integrated nested Laplace approximation [PDF]
Methods in Ecology and Evolution, 2013 Summary We highlight an emerging statistical method, integrated nested Laplace approximation ( INLA ), which is ideally suited for fitting complex models to many of the rich spatial data ...
Janine B Illian +2 more
exaly +6 more sources
Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA) [PDF]
Statistical Methods and Applications, 2013 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Massimo Bilancia, Bilancia Massimo
exaly +4 more sources
Applying integrated nested laplace approximation to the superresolution problem [PDF]
2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2011 Superresolution is a term used to describe the generation of a high-resolution image from a sequence of similar low-resolution images. In 2011 we derived a closed form to resolve the superresolution problem, thus proposing a new algorithm to generate the high-resolution image.
Marcelo Oliveira Camponêz +2 more
exaly +3 more sources