Results 1 to 10 of about 7,865 (191)

Spatial Data Analysis With R-INLA With Some Extensions [PDF]

Journal of Statistical Software, 2015
The integrated nested Laplace approximation (INLA) provides an interesting way of approximating the posterior marginals of a wide range of Bayesian hierarchical models.
Håvard Rue, Virgilio Gómez-Rubio, Roger Bivand   +2 more
exaly   +4 more sources

Approximate Bayesian Inference Based on INLA Algorithm

Statistical Theory and Related Fields
The integrated nested Laplace approximation (INLA) algorithm provides a computationally efficient approach for approximate Bayesian inference, overcoming the limitations of traditional Markov chain Monte Carlo (MCMC) methods.
Yincai Tang, Pingping Wang
exaly   +4 more sources

Spatial modelling of agro-ecologically significant grassland species using the INLA-SPDE approach [PDF]

Scientific Reports, 2023
The use of spatially referenced data in agricultural systems modelling has grown in recent decades, however, the use of spatial modelling techniques in agricultural science is limited.
Andrew Fichera, Rachel King, Jarrod Kath, David Cobon, Kathryn Reardon-Smith   +4 more
doaj   +2 more sources

New Frontiers in Bayesian Modeling Using the INLA Package in R

Journal of Statistical Software, 2021
The INLA package provides a tool for computationally efficient Bayesian modeling and inference for various widely used models, more formally the class of latent Gaussian models.
Haakon Bakka, Olaf Schenk, Håvard Rue
exaly   +3 more sources

Estimating Animal Abundance With N-Mixture Models Using the R-INLA Package for R

Journal of Statistical Software, 2020
Successful management of wildlife populations requires accurate estimates of abundance. Abundance estimates can be confounded by imperfect detection during wildlife surveys.
Nicole L. Michel, Håvard Rue
exaly   +3 more sources

مدل‌بندی داده‌های فضایی-زمانی با گمشدگی غیرقابل چشم پوشی [PDF]

مدل‌سازی پیشرفته ریاضی, 2020
غلب داده‌های فضایی و فضایی-زمانی به واسطه شرایطی که تحت آن اندازه‌گیری‌ها صورت می‌گیرد حاوی مقادیر گمشده هستند. مقادیر گمشده‌ای که در فواصل مکانی یا زمانی نزدیک‌تر نسبت به مشاهدات قرار دارند شامل اطلاعات مفیدی هستند که درنظر گرفتن آن‌ها می‌تواند منجر به ...
محسن محمدزاده, سمیرا زحمت کش   +1 more
doaj   +1 more source

Analysis of production levels of InlA and InlB invasion factors in Listeria monocytogenes isolates collected in the Russian Federation

Журнал микробиологии, эпидемиологии и иммунобиологии, 2023
Background. Listeria monocytogenes is characterized by the presence of epidemic hypervirulent clones. A key feature of L. monocytogenes is its capacity to invade non-professional phagocytic cells.
Egor V. Kalinin, Yaroslava M. Chalenko, Polina V. Safarova, Victoria A. Fedorova, Svetlana A. Ermolaeva   +4 more
doaj   +1 more source

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   +1 more source

Murinization of internalin extends its receptor repertoire, altering Listeria monocytogenes cell tropism and host responses. [PDF]

PLoS Pathogens, 2013
Listeria monocytogenes (Lm) is an invasive foodborne pathogen that leads to severe central nervous system and maternal-fetal infections. Lm ability to actively cross the intestinal barrier is one of its key pathogenic properties.
Yu-Huan Tsai, Olivier Disson, Hélène Bierne, Marc Lecuit   +3 more
doaj   +1 more source

Characterization of internalin genes in Listeria monocytogenes from food and humans, and their association with the invasion of Caco-2 cells

Gut Pathogens, 2019
Background Internalins are surface proteins that are utilized by Listeria monocytogenes to facilitate its invasion into human intestinal epithelial cells. The expression of a full-length InlA is one of essential virulence factors for L.
Xudong Su, Guojie Cao, Jianmin Zhang, Haijian Pan, Daofeng Zhang, Dai Kuang, Xiaowei Yang, Xuebin Xu, Xianming Shi, Jianghong Meng   +9 more
doaj   +1 more source