A Bayesian semiparametric Jolly-Seber model with individual heterogeneity: an application to migratory mallards at stopover

DOI10.1214/20-AOAS1421zbMath1478.62346arXiv1811.01619OpenAlexW3181126545MaRDI QIDQ2245159

Alexis Avril, Scott H. Holan, Jonas Waldenström, Guohui Wu

Publication date: 15 November 2021

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

Full work available at URL: https://arxiv.org/abs/1811.01619

zbMATH Keywords

Ornstein-Uhlenbeck processcapture-recaptureindividual heterogeneitylow-rank thin-plate splinesstopover duration analysis

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Biological rhythms and synchronization (92B25)

Uses Software

• R
• CODA
• WinBUGS
• SemiPar
• OEIS

Cites Work

• Smoothing Population Size Estimates for Time-Stratified Mark-Recapture Experiments Using Bayesian P-Splines
• Full open population capture-recapture models with individual covariates
• Population size and stopover duration estimation using mark-resight data and Bayesian analysis of a superpopulation model
• Modelling animal growth in random environments: An application using nonparametric estimation
• Semiparametric Regression in Capture-Recapture Modeling
• The Calculation of Posterior Distributions by Data Augmentation
• A General Methodology for the Analysis of Capture-Recapture Experiments in Open Populations
• Semiparametric Regression
• Bayesian model discrimination for multiple strata capture-recapture data
• A Bayesian Formulation of Exploratory Data Analysis and Goodness‐of‐fit Testing*
• An Extension of the Cormack–Jolly–Seber Model for Continuous Covariates with Application to Microtus pennsylvanicus
• Explicit estimates from capture-recapture data with both death and immigration-stochastic model
• A note on the multiple-recapture census

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