Bayesian nonparametric modeling of dynamic pollution clusters through an autoregressive logistic-beta Stirling-gamma process
Fuente:
arXiv
Saved in:
| Main Authors: | Marin, Santiago, Loong, Bronwyn, Westveld, Anton H. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Shrinkage with a Nonparametric Bayesian Lasso
by: Marin, Santiago, et al.
Published: (2024)
by: Marin, Santiago, et al.
Published: (2024)
BOB: Bayesian Optimized Bootstrap for Uncertainty Quantification in Gaussian Mixture Models
by: Marin, Santiago, et al.
Published: (2023)
by: Marin, Santiago, et al.
Published: (2023)
Bayesian nonparametric clustering for spatio-temporal data, with an application to air pollution
by: Aiello, Luca, et al.
Published: (2025)
by: Aiello, Luca, et al.
Published: (2025)
Bayesian nonparametric mean residual life regression
by: Poynor, Valerie, et al.
Published: (2014)
by: Poynor, Valerie, et al.
Published: (2014)
Species Sensitivity Distribution revisited: a Bayesian nonparametric approach
by: Alamichel, Louise, et al.
Published: (2026)
by: Alamichel, Louise, et al.
Published: (2026)
Bayesian nonparametric mixtures of categorical directed graphs for heterogeneous causal inference
by: Castelletti, Federico, et al.
Published: (2024)
by: Castelletti, Federico, et al.
Published: (2024)
Spatially-clustered spatial autoregressive models with application to agricultural market concentration in Europe
by: Cerqueti, Roy, et al.
Published: (2024)
by: Cerqueti, Roy, et al.
Published: (2024)
Surrogate modeling with functional nonlinear autoregressive models (F-NARX)
by: Schär, Styfen, et al.
Published: (2024)
by: Schär, Styfen, et al.
Published: (2024)
Marginally interpretable spatial logistic regression with bridge processes
by: Lee, Changwoo J., et al.
Published: (2024)
by: Lee, Changwoo J., et al.
Published: (2024)
Modelling spatial heterogeneity in the effects of area-level covariates on income distributions using Bayesian nonparametric methods
by: Wang, Ziyou, et al.
Published: (2026)
by: Wang, Ziyou, et al.
Published: (2026)
Extremal properties of max-autoregressive moving average processes for modelling extreme river flows
by: D'Arcy, Eleanor, et al.
Published: (2024)
by: D'Arcy, Eleanor, et al.
Published: (2024)
Bayesian nonparametric modeling of latent partitions via Stirling-gamma priors
by: Zito, Alessandro, et al.
Published: (2023)
by: Zito, Alessandro, et al.
Published: (2023)
Bayesian Source Apportionment of Spatio-temporal air pollution data
by: Frigeri, Michela, et al.
Published: (2025)
by: Frigeri, Michela, et al.
Published: (2025)
Borrowing strength between unaligned binary time-series via Bayesian nonparametric rescaling of Unified Skewed Normal priors
by: Cantoni, Beatrice, et al.
Published: (2025)
by: Cantoni, Beatrice, et al.
Published: (2025)
Prediction of air pollutants PM10 by ARBX(1) processes
by: Álvarez-Liébana, Javier, et al.
Published: (2024)
by: Álvarez-Liébana, Javier, et al.
Published: (2024)
Generalized logistic model for $r$ largest order statistics, with hydrological application
by: Shin, Yire, et al.
Published: (2024)
by: Shin, Yire, et al.
Published: (2024)
Does fertility affect woman's labor force participation in low- and middle-income settings? Findings from a Bayesian nonparametric analysis
by: Garraza, Lucas Godoy, et al.
Published: (2025)
by: Garraza, Lucas Godoy, et al.
Published: (2025)
Bayesian clustering of multiple zero-inflated outcomes
by: Franzolini, Beatrice, et al.
Published: (2022)
by: Franzolini, Beatrice, et al.
Published: (2022)
Flexible extreme thresholds through generalised Bayesian model averaging
by: Jessup, Sébastien, et al.
Published: (2025)
by: Jessup, Sébastien, et al.
Published: (2025)
Bayesian weighted discrete-time dynamic models for association football prediction
by: Macrì-Demartino, Roberto, et al.
Published: (2025)
by: Macrì-Demartino, Roberto, et al.
Published: (2025)
A nonparametric statistical method for deconvolving densities in the analysis of proteomic data
by: Anarat, Akin, et al.
Published: (2025)
by: Anarat, Akin, et al.
Published: (2025)
Bayesian estimation of clustered dependence structures in functional neuroconnectivity
by: Kim, Hyoshin, et al.
Published: (2023)
by: Kim, Hyoshin, et al.
Published: (2023)
Modeling Human Spatial Mobility Patterns with the Lévy Flight Cluster Model
by: Wolff, Malcolm, et al.
Published: (2025)
by: Wolff, Malcolm, et al.
Published: (2025)
Bayesian hidden Markov models for latent variable labeling assignments in conflict research: application to the role ceasefires play in conflict dynamics
by: Williams, Jonathan P, et al.
Published: (2021)
by: Williams, Jonathan P, et al.
Published: (2021)
Valid standard errors for Bayesian quantile regression with clustered and independent data
by: Ji, Feng, et al.
Published: (2024)
by: Ji, Feng, et al.
Published: (2024)
Generalized network autoregressive modelling of longitudinal networks with application to presidential elections in the USA
by: Nason, Guy, et al.
Published: (2025)
by: Nason, Guy, et al.
Published: (2025)
Bayesian local clustering of age-period mortality surfaces across multiple countries
by: Romanò, Giovanni, et al.
Published: (2025)
by: Romanò, Giovanni, et al.
Published: (2025)
Pathway-based Bayesian factor models for 'omics data
by: Mauri, Lorenzo, et al.
Published: (2026)
by: Mauri, Lorenzo, et al.
Published: (2026)
Incorporating nonparametric methods for estimating causal excursion effects in mobile health with zero-inflated count outcomes
by: Liu, Xueqing, et al.
Published: (2023)
by: Liu, Xueqing, et al.
Published: (2023)
Inference for multiple change-points in generalized integer-valued autoregressive model
by: Sheng, Danshu, et al.
Published: (2024)
by: Sheng, Danshu, et al.
Published: (2024)
Bayesian semiparametric modelling of biomarker variability in joint models
by: Chen, Sida, et al.
Published: (2025)
by: Chen, Sida, et al.
Published: (2025)
Mesh-clustered Gaussian process emulator for partial differential equation boundary value problems
by: Sung, Chih-Li, et al.
Published: (2023)
by: Sung, Chih-Li, et al.
Published: (2023)
Efficiency of nonparametric superiority tests based on restricted mean survival time versus the log-rank test under proportional hazards
by: Magirr, Dominic, et al.
Published: (2024)
by: Magirr, Dominic, et al.
Published: (2024)
Bayesian Evidence Synthesis for the common effect model
by: Nikolakopoulos, Stavros, et al.
Published: (2021)
by: Nikolakopoulos, Stavros, et al.
Published: (2021)
Combining chains of Bayesian models with Markov melding
by: Manderson, Andrew A., et al.
Published: (2021)
by: Manderson, Andrew A., et al.
Published: (2021)
A Bayesian multivariate extreme value mixture model
by: Hu, Chenglei, et al.
Published: (2024)
by: Hu, Chenglei, et al.
Published: (2024)
Robust local empirical Bayes correction for Bayesian modeling
by: Hayashi, Yoshiko
Published: (2025)
by: Hayashi, Yoshiko
Published: (2025)
Real-time forecasting within soccer matches through a Bayesian lens
by: Divekar, Chinmay, et al.
Published: (2023)
by: Divekar, Chinmay, et al.
Published: (2023)
A Bayesian joint model of multiple nonlinear longitudinal and competing risks outcomes for dynamic prediction in multiple myeloma: joint estimation and corrected two-stage approaches
by: Alvares, Danilo, et al.
Published: (2024)
by: Alvares, Danilo, et al.
Published: (2024)
Partial membership models for soft clustering of multivariate football player performance data
by: Seri, Emiliano, et al.
Published: (2024)
by: Seri, Emiliano, et al.
Published: (2024)
Similar Items
-
Adaptive Shrinkage with a Nonparametric Bayesian Lasso
by: Marin, Santiago, et al.
Published: (2024) -
BOB: Bayesian Optimized Bootstrap for Uncertainty Quantification in Gaussian Mixture Models
by: Marin, Santiago, et al.
Published: (2023) -
Bayesian nonparametric clustering for spatio-temporal data, with an application to air pollution
by: Aiello, Luca, et al.
Published: (2025) -
Bayesian nonparametric mean residual life regression
by: Poynor, Valerie, et al.
Published: (2014) -
Species Sensitivity Distribution revisited: a Bayesian nonparametric approach
by: Alamichel, Louise, et al.
Published: (2026)