Modelling hourly spatio-temporal PM2.5 concentration in wildfire scenarios using dynamic linear models
Sign Up to like & getrecommendations! Published in 2020 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2020.104999
Abstract: Particulate matter with aerodynamic diameter  read more here.
Keywords: spatio temporal; temporal pm2; dynamic linear; hourly spatio ... See more keywords
Interweaving Markov Chain Monte Carlo Strategies for Efficient Estimation of Dynamic Linear Models
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2015.1105748
Abstract: ABSTRACT In dynamic linear models (DLMs) with unknown fixed parameters, a standard Markov chain Monte Carlo (MCMC) sampling strategy is to alternate sampling of latent states conditional on fixed parameters and sampling of fixed parameters… read more here.
Keywords: monte carlo; markov chain; dynamic linear; chain monte ... See more keywords
An Adaptive Gradient Neural Network to Solve Dynamic Linear Matrix Equations
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2021.3129855
Abstract: In this article, the existing approaches, including numerical algorithms as well as neural networks to solve dynamic linear matrix equations, have been presented and reviewed. Specifically, the conventional gradient recurrent neural networks (CGRNNs) and the… read more here.
Keywords: dynamic linear; solve dynamic; matrix equations; linear matrix ... See more keywords