Hidden Markov Pólya Trees for High-Dimensional Distributions
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Publication:6153984
DOI10.1080/01621459.2022.2105223arXiv2011.03121OpenAlexW3098726686MaRDI QIDQ6153984
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Publication date: 19 March 2024
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2011.03121
Bayesian nonparametricsmultivariate analysisrecursive partitioninglatent variable modelsmulti-scale inference
Cites Work
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- Two-sample Bayesian nonparametric hypothesis testing
- Bayesian multiscale smoothing of Gaussian noised images
- Optional Pólya tree and Bayesian inference
- Some aspects of Pólya tree distributions for statistical modelling
- Pólya tree distributions for statistical modeling of censored data
- Bayesian nonparametric \(k\)-sample tests for censored and uncensored data
- Adaptive shrinkage in Pólya tree type models
- A Bayesian nonparametric approach to testing for dependence between random variables
- Pólya tree posterior distributions on densities
- Prior distributions on spaces of probability measures
- A Bayesian analysis of some nonparametric problems
- On Bayesian Consistency
- Rubbery Polya Tree
- Bayesian Smoothing of Photon-Limited Images with Applications in Astronomy
- A class of mixtures of dependent tail-free processes
- Coupling Optional Pólya Trees and the Two Sample Problem
- Analysis of Distributional Variation Through Graphical Multi-Scale Beta-Binomial Models
- Inference for Mixtures of Finite Polya Tree Models
- Bayesian curve fitting using multivariate normal mixtures
- Bayesian Nonparametric Inference for Random Distributions and Related Functions
- A Bayesian Non‐parametric Approach to Survival Analysis Using Polya Trees
- Bayesian nonparametric multiple imputation of partially observed data with ignorable nonresponse
- Modeling Regression Error With a Mixture of Polya Trees
- Bayesian and Conditional Frequentist Testing of a Parametric Model Versus Nonparametric Alternatives
- Bayesian Density Estimation and Inference Using Mixtures
- A Bayesian Hierarchical Model for Related Densities by using Pólya Trees
- Probabilistic Multi-Resolution Scanning for Two-Sample Differences
- Multivariate Density Estimation by Bayesian Sequential Partitioning
- On the Asymptotic Behavior of Bayes' Estimates in the Discrete Case