Bayesian nonparametric inference for panel count data with an informative observation process

DOI10.1002/bimj.201700176zbMath1441.62414arXiv1709.05275OpenAlexW2754111904WikidataQ54268904 ScholiaQ54268904MaRDI QIDQ4563266

Bin Zhang, Yang Li, Ye Liang

Publication date: 31 May 2018

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1709.05275

zbMATH Keywords

Gaussian processnonhomogeneous Poisson processHamiltonian Monte CarloBayesian nonparametric inferencerecurrent eventbivariate Gaussian Cox processdependent frailty

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)

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