Exchangeable trait allocations

DOI10.1214/18-EJS1455zbMath1411.62068arXiv1609.09147OpenAlexW2962873307WikidataQ115021802 ScholiaQ115021802MaRDI QIDQ1657956

Trevor Campbell, Tamara Broderick, Diana Cai

Publication date: 14 August 2018

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1609.09147

zbMATH Keywords

partitionprobability functiongraphexchangeabilityfeature allocationpaintboxedge exchangeabilitytrait allocationvertex allocation

Mathematics Subject Classification ID

Bayesian inference (62F15) Interacting random processes; statistical mechanics type models; percolation theory (60K35) Asymptotic properties of parametric tests (62F05)

Related Items (7)

On edge exchangeable random graphs ⋮ Local exchangeability ⋮ A unified construction for series representations and finite approximations of completely random measures ⋮ Network models: structure and function. Abstracts from the workshop held December 10--16, 2017 ⋮ Bayesian Double Feature Allocation for Phenotyping With Electronic Health Records ⋮ Truncated simulation and inference in edge-exchangeable networks ⋮ Unnamed Item

Uses Software

• plfit

Cites Work

• Defining predictive probability functions for species sampling models
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• Posteriors, conjugacy, and exponential families for completely random measures
• Exchangeable and partially exchangeable random partitions
• Restricted Indian buffet processes
• The Representation of Partition Structures
• Symmetric Measures on Cartesian Products
• Power-Law Distributions in Empirical Data
• Estimating Normal Means with a Dirichlet Process Prior
• Foundations of Modern Probability
• Sparse exchangeable graphs and their limits via graphon processes
• Edge Exchangeable Models for Interaction Networks
• RELATIVELY EXCHANGEABLE STRUCTURES
• Sparse Graphs Using Exchangeable Random Measures
• A Brief History of Generative Models for Power Law and Lognormal Distributions
• Gibbs Sampling Methods for Stick-Breaking Priors
• Bayesian Density Estimation and Inference Using Mixtures
• Relational exchangeability
• A Survey of Statistical Network Models
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