A time dependent Bayesian nonparametric model for air quality analysis
type: Item
instance of: scholarly article
title: A time dependent Bayesian nonparametric model for air quality analysis
zbMATH Open document ID: 1468.62071
author: Luis Gutiérrez
author: Ramsés H. Mena
author: Matteo Ruggiero
published in: Computational Statistics and Data Analysis
publication date: 2018-08-15T00:00:00Z
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62P12
Mathematics Subject Classification ID: 62G07
Mathematics Subject Classification ID: 62G99
zbMATH DE Number: 6918610
zbMATH Keywords: Dirichlet process
zbMATH Keywords: density estimation
zbMATH Keywords: dependent process
zbMATH Keywords: stick-breaking construction
zbMATH Keywords: particulate matter
describes a project that uses: WinBUGS
describes a project that uses: CODA
MaRDI profile type: Publication
full work available at URL: j.csda.2015.10.002
OpenAlex ID: W1788033529
cites work: Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity
cites work: On the support of MacEachern's dependent Dirichlet processes and extensions
cites work: Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures
cites work: Q3486670
cites work: An ANOVA Model for Dependent Random Measures
cites work: Semiparametric Bayesian Classification with longitudinal Markers
cites work: Modeling threshold exceedance probabilities of spatially correlated time series
cites work: Bayesian dynamic modeling of latent trait distributions
cites work: Kernel stick-breaking processes
cites work: Bayesian Density Regression
cites work: Bayesian Density Estimation and Inference Using Mixtures
cites work: Linear functionals and Markov chains associated with Dirichlet processes
cites work: A Bayesian analysis of some nonparametric problems
cites work: Prior distributions on spaces of probability measures
cites work: Bayesian Nonparametric Spatial Modeling With Dirichlet Process Mixing
cites work: Inference from iterative simulation using multiple sequences
cites work: Order-Based Dependent Dirichlet Processes
cites work: Multivariate Bayesian semiparametric models for authentication of food and beverages
cites work: On a class of Bayesian nonparametric estimates: I. Density estimates
cites work: Nonparametric Bayesian models through probit stick-breaking processes
cites work: Bayesian dynamic density estimation
cites work: Q4839399
cites work: Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. With comments and a rejoinder by the author
cites work: Sampling the Dirichlet Mixture Model with Slices
DOI: 10.1016/J.CSDA.2015.10.002
description: scientific article; zbMATH DE number 6918610