Estimating Spatial Econometrics Models with Integrated Nested Laplace Approximation
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 +2 more
doaj +3 more sources
Research on the Genetic Polymorphism and Function of inlA with Premature Stop Codons in Listeria monocytogenes [PDF]
Listeria monocytogenes is a Gram-positive bacterial species that causes listeriosis, a major foodborne disease worldwide. The virulence factor inlA facilitates the invasion of L.
Xin Liu +8 more
doaj +2 more sources
Computationally efficient Bayesian inference for semi-parametric joint models of competing risks survival and skewed longitudinal data using integrated nested Laplace approximation [PDF]
Background Joint modeling is widely used in medical research to properly analyze longitudinal biomarkers and survival outcomes simultaneously and to guide appropriate interventions in public health.
Melkamu Molla Ferede +2 more
doaj +2 more sources
Luteolin Inhibits Invasion of Listeria monocytogenes by Interacting with SortaseA and InternalinB [PDF]
Listeria monocytogenes (LM) is a lethal foodborne intracellular pathogen. Internalins A and B (inlA and inlB) are critical virulence factors that promote LM’s adhesion and invasion into host cells.
Junlu Liu +5 more
doaj +2 more sources
Exploratory Genomic Marker Analysis of Virulence Patterns in Listeria monocytogenes Human and Food Isolates [PDF]
Listeria monocytogenes causes listeriosis, a severe foodborne disease with high mortality. Contamination with it poses significant risks to food safety and public health.
Valeria Russini +14 more
doaj +2 more sources
Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke [PDF]
Background: Predicting the incidence of time-sensitive cardiovascular diseases like out-of-hospital cardiac arrest (OHCA), ST-elevation myocardial infarction (STEMI), and stroke can reduce time to treatment and improve outcomes.
Angelo Auricchio +8 more
doaj +2 more sources
مدلبندی دادههای فضایی-زمانی با گمشدگی غیرقابل چشم پوشی [PDF]
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 +1 more
doaj +1 more source
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 +4 more
doaj +1 more source
New Frontiers in Bayesian Modeling Using the INLA Package in R
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.
Janet Van Niekerk +3 more
doaj +1 more source
Murinization of internalin extends its receptor repertoire, altering Listeria monocytogenes cell tropism and host responses. [PDF]
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 +3 more
doaj +1 more source

