Spatio-temporal Bayes Regression with INLA in Statistical Downscaling Modeling for Estimating West Java Rainfall

Rachmawati, Ro’fah Nur and Djuraidah, Anik and Wigena, Aji Hamim and Mangku, I Wayan (2020) Spatio-temporal Bayes Regression with INLA in Statistical Downscaling Modeling for Estimating West Java Rainfall. In: Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia.

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Abstract

Currently, the inference of Bayes spatio-temporal regression in SD modeling is still used MCMC method, with convergence issue problem and very high demands for computational resources. When the spatio-temporal model is complex and designed hierarchically, MCMC computing becomes inefficient. Therefor

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 12:53
Last Modified: 17 Apr 2026 12:26
URI: http://eprints.eai.eu/id/eprint/26971

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