Results 1 to 10 of about 3,308,371 (168)

Bayesian Integrated Nested Laplace Approximation (INLA) Longevity Bonds Market Model

Risks
Pricing coupon longevity bonds (CLBs) is challenging in illiquid markets due to the incompleteness of insurance markets and the unavailability of longevity payout data.
Yethu Sithole, Samuel Asante Gyamerah
doaj   +3 more sources

Bayesian Model Averaging with the Integrated Nested Laplace Approximation [PDF]

Econometrics, 2020
The integrated nested Laplace approximation (INLA) for Bayesian inference is an efficient approach to estimate the posterior marginal distributions of the parameters and latent effects of Bayesian hierarchical models that can be expressed as latent ...
Virgilio Gómez-Rubio, Roger S. Bivand, Håvard Rue   +2 more
doaj   +4 more sources

Estimating Spatial Econometrics Models with Integrated Nested Laplace Approximation

Mathematics, 2021
The integrated nested Laplace approximation (INLA) provides a fast and effective method for marginal inference in Bayesian hierarchical models. This methodology has been implemented in the R-INLA package which permits INLA to be used from within R ...
Virgilio Gómez-Rubio, Roger S. Bivand, Håvard Rue   +2 more
doaj   +4 more sources

A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA) [PDF]

Annals of Applied Statistics, 2012
Published in at http://dx.doi.org/10.1214/11-AOAS530 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Håvard Rue, Sigrunn Sørbye, Janine Illian   +2 more
exaly   +9 more sources

Analyzing Local Spatio-Temporal Patterns of Police Calls-for-Service Using Bayesian Integrated Nested Laplace Approximation

ISPRS International Journal of Geo-Information, 2016
This research investigates spatio-temporal patterns of police calls-for-service in the Region of Waterloo, Canada, at a fine spatial and temporal resolution. Modeling was implemented via Bayesian Integrated Nested Laplace Approximation (INLA).
Hui Luan, Matthew Quick, Jane Law
doaj   +4 more sources

PEMODELAN KEMISKINAN DI JAWA MENGGUNAKAN BAYESIAN SPASIAL PROBIT PENDEKATAN INTEGRATED NESTED LAPLACE APPROXIMATION (INLA)

Media Statistika, 2019
Poverty is a complex and multidimensional problem so that it becomes a development priority. Applications of poverty modeling in discrete data are still few and applications of the Bayesian paradigm are also still few.
Retsi Firda Maulina, Anik Djuraidah, Anang Kurnia   +2 more
doaj   +3 more sources

Application of integrated nested Laplace approximation to identify hot spots of methylation heterogeneity in healthy individuals from the MAMELI cohort. [PDF]

Front Genet
DNA methylation is an epigenetic regulator of gene expression and cell identity, which can be shaped by both physiological and pathological factors, including environmental exposure.
Nardi T, Dariol E, Matsagani R, Zojaji D, Gustincich S, Pandolfini L, Biganzoli E, Bollati V.   +7 more
europepmc   +2 more sources

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]

Health Sci Rep
ABSTRACT Background Malaria is a critical public health concern in Nigeria with the country bearing an uneven burden of the disease. In Nigeria, malaria is one of the main causes of child mortality and despite all efforts to reduce malaria mortality rates, the disease remains a major concern, notably among children under‐fives.
Aheto JMK, Afolabi BE, Oniyelu DO, Daniel DO, Ikediashi SI, Mogbojuri OA, Olorunfemi RD, Orogun SA, Abidemi A, Olasupo II, Osikoya SA, Adeyemi SA, Ismail HO, Bakare I, Olagbami SO, Bakare DA, Samuel B, Irewole TV, Olapade OO, Odunola O, Ajewole OR, Ojo JP, Oyedeji S, Takramah W.   +23 more
europepmc   +2 more sources

A Fast, Flexible Simulation Framework for Bayesian Adaptive Designs-The R Package BATSS. [PDF]

Pharm Stat
ABSTRACT The use of Bayesian adaptive designs for randomised controlled trials has been hindered by the lack of software readily available to statisticians. We have developed a new software package (Bayesian Adaptive Trials Simulator Software—BATSS) for the statistical software R, which provides a flexible structure for the fast simulation of Bayesian ...
Couturier DL, Puhr R, Heritier S, Jaki T, Ryan EG.   +4 more
europepmc   +2 more sources

Predicting spatio-temporal dynamics of dengue using INLA (integrated nested laplace approximation) in Yogyakarta, Indonesia

BMC Public Health
Introduction Dengue is a mosquito-borne disease caused by the dengue virus, primarily transmitted by Aedes aegypti and Aedes albopictus. Its incidence fluctuates due to spatial and temporal factors, necessitating robust modeling approaches for prediction
Marko Ferdian Salim, Tri Baskoro Tunggul Satoto, Danardono   +2 more
doaj   +3 more sources