Results 11 to 20 of about 20,537 (194)
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 +1 more
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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 +4 more
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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.
Janet Van Niekerk +3 more
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Spatial modeling with R‐INLA: A review [PDF]
WIREs Computational Statistics, 2018 Coming up with Bayesian models for spatial data is easy, but performing inference with them can be challenging. Writing fast inference code for a complex spatial model with realistically‐sized datasets from scratch is time‐consuming, and if changes are made to the model, there is little guarantee that the code performs well.
Bakka, Haakon +8 more
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Spatial field reconstruction with INLA
Astronomy & Astrophysics, 2023 Aims. Monte Carlo radiative transfer (MCRT) simulations are a powerful tool for understanding the role of dust in astrophysical systems and its influence on observations. However, due to the strong coupling of the radiation field and medium across the whole computational domain, the problem is non-local and non-linear, and such simulations are ...
Smole, Majda +3 more
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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 +3 more
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INLA or MCMC? A Tutorial and Comparative Evaluation for Spatial Prediction in log-Gaussian Cox Processes [PDF]
, 2012 We investigate two options for performing Bayesian inference on spatial log-Gaussian Cox processes assuming a spatially continuous latent field: Markov chain Monte Carlo (MCMC) and the integrated nested Laplace approximation (INLA). We first describe the
Diggle, Peter J., Taylor, Benjamin M.
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Bayesian Inference for Multivariate Spatial Models with INLA
The R Journal, 2023 Bayesian methods and software for spatial data analysis are generally now well established in the scientific community. Despite the wide application of spatial models, the analysis of multivariate spatial data using R-INLA has not been widely described in the existing literature.
Palmí-Perales, Francisco +4 more
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Bayesian joint models with INLA exploring marine mobile predator-prey and competitor species habitat overlap [PDF]
, 2017 EPSRC grant Ecowatt 2050 EP/K012851/1 ACKNOWLEDGMENTS We would like to thank the associate editor and the anonymous reviewers for their useful and constructive suggestions which led to a considerable improvement of the manuscript.
Dominicis, Michela De +5 more
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A spliced Gamma-Generalized Pareto model for short-term extreme wind speed probabilistic forecasting [PDF]
, 2019 Renewable sources of energy such as wind power have become a sustainable alternative to fossil fuel-based energy. However, the uncertainty and fluctuation of the wind speed derived from its intermittent nature bring a great threat to the wind power ...
Castro-Camilo, Daniela +2 more
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