Results 31 to 40 of about 7,865 (191)

Fitting complex ecological point process models with integrated nested Laplace approximation [PDF]

, 2013
Summary 1. 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 sets that ecologists wish to analyse. 2.
Gallego-Fernández, Juan B., Travis, Justin M. J., Illian, Janine Baerbel, Esquivias, M. Paz, Martino, Sara, Zunzunegui, Maria, Illian, Janine B., Warton, David, Sørbye, Sigrunn H., Travis, Justin M.   +9 more
core   +1 more source

Bayesian Model Averaging with the Integrated Nested Laplace Approximation

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   +1 more source

Molecular detection of Listeria monocytogenes from aborted women [PDF]

Journal of Bioscience and Applied Research
Abortion, an involuntary and spontaneous termination of pregnancy, can be influenced by various factors, including potentially unknown ones. Bacterial infections play a significant role in some cases.
Rahma majid Kamel, Manar Alyassiry, Hadeel Jabar Neam, Rashad imad kadhim, Noor Alhuda Ahmed   +4 more
doaj   +1 more source

Laplace approximation for conditional autoregressive models for spatial data of diseases

MethodsX, 2022
Conditional autoregressive (CAR) distributions are used to account for spatial autocorrelation in small areal or lattice data to assess the spatial risks of diseases.
Guiming Wang
doaj   +1 more source

Bayesian Multivariate Spatial Models for Lattice Data with INLA

Journal of Statistical Software, 2021
The INLAMSM package for the R programming language provides a collection of multivariate spatial models for lattice data that can be used with the INLA package for Bayesian inference. The multivariate spatial models implemented include different struc-tures to model the spatial variation of the variables and the between-variables variability.
Palmí-Perales, Francisco, Gómez-Rubio, Virgilio, Martinez-Beneito, Miguel A.   +2 more
openaire   +4 more sources

Spatially Dependent Bayesian Modeling of Geostatistics Data and Its Application for Tuberculosis (TB) in China

Mathematics, 2023
Geostatistics data in regions always have highly spatial heterogeneous, yet the regional features of the data itself cannot be ignored. In this paper, a novel latent Bayesian spatial model is proposed, which incorporates the spatial dependence of ...
Zongyuan Xia, Bo Tang, Long Qin, Huiguo Zhang, Xijian Hu   +4 more
doaj   +1 more source

Climate impact on blue economy index: Bayesian spatio-temporal regression with statistical downscaling in Sumatera

Journal of Geospatial Science and Analytics
Climate change studies inherently involve spatial, temporal, and regional dimensions, while the blue economy’s sustainability is significantly influenced by global climate factors.
Athalia Christina, Ro'fah Nur Rachmawati, Novi Hidayat Pusponegoro   +2 more
doaj   +1 more source

OF MICE AND MEN: DISSECTING THE INTERACTION BETWEEN LISTERIA MONOCYTOGENES INTERNALIN A AND E-CADHERIN

Computational and Structural Biotechnology Journal, 2013
We report a study of the interaction between internalin A (inlA) and human or murine E-cadherin (Ecad). inlA is used by Listeria monocytogenes to internalize itself into host cell, but the bacterium is unable to invade murine cells, which has been ...
Samuel Genheden, Leif A Eriksson
doaj   +1 more source

Modeling suspected malaria cases in Papua province with second order Besag-York-Mollie 2 spatial regression

International Journal of Applied Mathematics, Sciences, and Technology for National Defense
The number of malaria cases in Indonesia has increased in recent years. The highest malaria cases in Indonesia are in the eastern region, namely Papua Province, where in 2021 there were 86,022 cases.
Kirana Azzahra, Ro'fah Nur Rachmawati, Muhamad Syazali   +2 more
doaj   +1 more source

Bayesian spatial data analysis: Application of pneumonia spread in west java

Desimal
Pneumonia has a notable influence on public health, especially among susceptible demographics like children and the elderly. This respiratory disease can be transmitted through human interaction.
Muhammad Yusuf Al Habsy, Fulkan Kafilah Al Husein, Muhammad Harun Yahya, Ro'fah Nur Rachmawati   +3 more
doaj   +1 more source