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International Conference on Methods & Models in Automation & Robotics, 2023
Airborne transmission is a key element in the spread of viral contagion. To prevent this, health organization publish guidelines for every major disease outbreak. However, they are often based on researches carried out without access to modern solutions.
Andrzej Neścior +3 more
semanticscholar +1 more source
Airborne transmission is a key element in the spread of viral contagion. To prevent this, health organization publish guidelines for every major disease outbreak. However, they are often based on researches carried out without access to modern solutions.
Andrzej Neścior +3 more
semanticscholar +1 more source
Forecasting the Term Structure of Interest Rates Using Integrated Nested Laplace Approximations [PDF]
Journal of Forecasting, 2014 ABSTRACTThis article discusses the use of Bayesian methods for inference and forecasting in dynamic term structure models through integrated nested Laplace approximations (INLA). This method of analytical approximation allows accurate inferences for latent factors, parameters and forecasts in dynamic models with reduced computational cost.
Márcio Laurini, Luiz Koodi Hotta
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Estimating stochastic volatility models using integrated nested Laplace approximations
The European Journal of Finance, 2011Volatility in financial time series is mainly analysed through two classes of models; the generalized autoregressive conditional heteroscedasticity (GARCH) models and the stochastic volatility (SV) ones. GARCH models are straightforward to estimate using maximum-likelihood techniques, while SV models require more complex inferential and computational ...
Sara Martino +4 more
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Global and Stochastic Analysis
: Count Data denotes the frequency of an event transpiring within a designated time interval. For instance, examine the prevalence of caesarean sections that women experience during their lifetime.
A. Pradesh, Srinu Setti, B.MUNISWAMY
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: Count Data denotes the frequency of an event transpiring within a designated time interval. For instance, examine the prevalence of caesarean sections that women experience during their lifetime.
A. Pradesh, Srinu Setti, B.MUNISWAMY
semanticscholar +1 more source
Applying integrated nested laplace approximation to the superresolution problem
2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2011Superresolution is a term used to describe the generation of a high-resolution image from a sequence of similar low-resolution images. In 2011 we derived a closed form to resolve the superresolution problem, thus proposing a new algorithm to generate the high-resolution image.
Marcelo Oliveira Camponez +2 more
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Direct fitting of dynamic models using integrated nested Laplace approximations — INLA
Computational Statistics & Data Analysis, 2012zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ruiz-Cárdenas, Ramiro +2 more
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Communications in Statistics - Theory and Methods, 2020
Analysis of functional magnetic resonance imaging (fMRI) data plays a crucial role in medical statistics. Many developed approaches have relied on the voxel-wise general linear model (GLM). Despite the popularity of classical GLM, this procedure has some
P. Naseri, H. Alavi Majd, S. Tabatabaei
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Analysis of functional magnetic resonance imaging (fMRI) data plays a crucial role in medical statistics. Many developed approaches have relied on the voxel-wise general linear model (GLM). Despite the popularity of classical GLM, this procedure has some
P. Naseri, H. Alavi Majd, S. Tabatabaei
semanticscholar +1 more source
Integrated Nested Laplace Approximations for Large-Scale Spatiotemporal Bayesian Modeling
SIAM Journal on Scientific ComputingzbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lisa Gaedke-Merzhäuser +4 more
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Statistics in Medicine, 2010
AbstractFor bivariate meta‐analysis of diagnostic studies, likelihood approaches are very popular. However, they often run into numerical problems with possible non‐convergence. In addition, the construction of confidence intervals is controversial.
Paul, M +4 more
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AbstractFor bivariate meta‐analysis of diagnostic studies, likelihood approaches are very popular. However, they often run into numerical problems with possible non‐convergence. In addition, the construction of confidence intervals is controversial.
Paul, M +4 more
openaire +3 more sources