Results 101 to 110 of about 3,106 (192)
Econometrics at the Extreme: From Quantile Regression to QFAVAR1
Journal of Economic Surveys, Volume 40, Issue 3, Page 1672-1686, July 2026.ABSTRACT This paper surveys quantile modelling from its theoretical origins to current advances. We organize the literature and present core econometric formulations and estimation methods for: (i) cross‐sectional quantile regression; (ii) quantile time series models and their time series properties; (iii) quantile vector autoregressions for ...
Stéphane Goutte +4 more
wiley +1 more source
Modeling automobile insurance premium via integrated nested laplace approximation (INLA) [PDF]
, 2016 In this dissettation we carried out Bayesian analysis for auto insurance data using latent Gaussian models. Such class of models include generalized linear (mixed) models and can take various structures, such as temporal, spatial and spatiotemporal. To
Mélo, Marcel Irving Pereira
core
Cadernos de Saúde Pública, 2013 This study aimed to analyze the spatial distribution of dengue risk and its association with socio-environmental conditions. This was an ecological study of the counts of autochthonous dengue cases in the municipality of Campinas, São Paulo State, Brazil,
José Vilton Costa +2 more
doaj +1 more source
An Extended Simplified Laplace strategy for Approximate Bayesian inference of Latent Gaussian Models using R-INLA [PDF]
, 2022 Various computational challenges arise when applying Bayesian inference approaches to complex hierarchical models. Sampling-based inference methods, such as Markov Chain Monte Carlo strategies, are renowned for providing accurate results but with high ...
Niekerk, Janet van +2 more
core
Acta Technica JaurinensisThis research emphasizes the visualization of spatial data for statistical modelling and analysis of the relative risk associated with the COVID-19 pandemic in Alabama, USA. We used Bayesian analysis and the Integrated Nested Laplace Approximation (INLA)
Getachew Engidaw, György Terdik
doaj +1 more source
International Journal of Applied Mathematics, Sciences, and Technology for National DefenseThe number of malaria cases in Indonesia has increased in recent years. The highest malaria cases in Indonesia are in the eastern region, namely Papua Province, where in 2021 there were 86,022 cases.
Kirana Azzahra +2 more
doaj +1 more source
Bayesian survival analysis with missing data using integrated nested laplace approximation [PDF]
, 2020 Ph. D. Thesis.Bayesian survival analysis has bene tted from the introduction of Markov Chain Monte Carlo (MCMC) since the 1990s. However, MCMC has high computational cost and requires tuning and convergence checking.
Abdul Jalal, Muhammad Irfan bin
core
Journal of Geospatial Science and AnalyticsWest Java is one of Indonesia’s largest rice-producing provinces. However, rice production has declined by 23.07% since 2018 due to land conversion. Therefore, this study investigates the factors influencing rice productivity by modeling and mapping the ...
I Putu Aditya Brama Putra Cakra Negara +2 more
doaj +1 more source
Some extensions of particle Metropolis-Hastings and their applications [PDF]
State-space models are fundamental tools for representing and analysing dynamic systems or phenomena, with applications spanning numerous scientific fields, such as signal processing, finance, and ecology. The fundamental idea of a state-space model (SSM)
Amri, Alaa
core +1 more source
iScienceSummary: Expressions in social media can provide a rapid insight into people’s reactions to events, such as periods of climatic stress. This study explored the link between climatic stressors and negative sentiment on the X platform in Germany to inform ...
Tareq Al-Ahdal +6 more
doaj +1 more source