A hierarchical dependent Dirichlet process prior for modelling bird migration patterns in the UK

DOI10.1214/19-AOAS1315zbMath1439.62218OpenAlexW2992919849MaRDI QIDQ2179980

Alison Johnston, Jim E. Griffin, Alex Diana, Eleni Matechou

Publication date: 13 May 2020

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.aoas/1587002683

zbMATH Keywords

Gaussian processhierarchical Dirichlet processcapture recapture

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Gaussian processes (60G15) Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of statistics to environmental and related topics (62P12) Reliability and life testing (62N05) Biological rhythms and synchronization (92B25)

Related Items (3)

A hierarchical dependent Dirichlet process prior for modelling bird migration patterns in the UK ⋮ A General Modeling Framework for Open Wildlife Populations Based on the Polya Tree Prior ⋮ Capture-Recapture Models with Heterogeneous Temporary Emigration

Uses Software

• R
• Rcpp

Cites Work

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• Poisson/gamma random field models for spatial statistics
• Bayesian Density Estimation and Inference Using Mixtures
• Bayesian population size estimation using Dirichlet process mixtures
• Compound Random Measures and their Use in Bayesian Non-Parametrics
• An ANOVA Model for Dependent Random Measures

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