Modeling automobile insurance premium via integrated nested laplace approximation (INLA)
In this dissettation we carried out Bayesian analysis for auto insurance data using latent Gaussian models. Such class of models include generalized linear (mixed) models and can take various structures, such as temporal, spatial and spatiotemporal. To
Mélo, Marcel Irving Pereira
core
A Bayesian spline-augmented piecewise exponential model with spatial frailty for under-five mortality in Nigeria. [PDF]
Omaku PE, Braimah JO, Correa FM.
europepmc +1 more source
Bayesian design and analysis of two-arm cluster randomised trials using assurance: Extension to binary outcomes and comparison of Markov chain Monte Carlo and Integrated Nested Laplace Approximations. [PDF]
Aloufi A +4 more
europepmc +1 more source
Advancing multilevel Bayesian networks with efficient Bayesian inference. [PDF]
Yirdaw BE +3 more
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Approximate Bayesian Inference for Structural Equation Models using Integrated Nested Laplace Approximations [PDF]
Markov chain Monte Carlo (MCMC) methods remain the mainstay of Bayesian estimation of structural equation models (SEM); however they often incur a high computational cost.
Jamil, Haziq, Rue, Haavard
core +1 more source
Diverging trends and persistent inequities in cirrhosis burden across sub-Saharan Africa: Projections to 2040. [PDF]
Paintsil EK +9 more
europepmc +1 more source
Spatiotemporal prediction of scrub typhus incidence and environmental risk factors in Republic of Korea: a Bayesian hierarchical approach. [PDF]
Kim Y, Kwon D, Hasahya E, Lee HS.
europepmc +1 more source
Bayesian modelling of spatio-temporal dynamics for early-warning and control of severe malaria in Cameroon. [PDF]
Nji AM +13 more
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The INLA approach for disease mapping and health risk assessment
Disease mapping is an essential statistical tool for studying the spatial pattern of the disease-specific mortality or hospitalization with respect to a population.
CAMELETTI, Michela
core
Geostatistical Modelling and Web-Based Mapping of Malaria Risks Among Children Under Five Years in Nigeria: Evidence From the 2021 Nigeria Malaria Indicator Survey. [PDF]
Aheto JMK +23 more
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