Modeling nematode population dynamics using a multivariate poisson model with spike and slab variable selection

DOI10.1080/02664763.2021.1935800OpenAlexW3172848371MaRDI QIDQ5867722

Jacquelin Beacham, Gill Giese, Ciro Velasco-Cruz, Dayna P. Saldaña-Zepeda

Publication date: 14 September 2022

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

Full work available at URL: https://doi.org/10.1080/02664763.2021.1935800

zbMATH Keywords

parsimonious modelsmultivariate Poisson lognormalnematode correlationNUTS algorithmorganism-habitat relationship

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Uses Software

• Armadillo
• RStudio
• COUNT

Cites Work

• Unnamed Item
• The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
• Generating random correlation matrices based on vines and extended onion method
• Simple marginally noninformative prior distributions for covariance matrices
• Spike and slab variable selection: frequentist and Bayesian strategies
• Negative Binomial Regression
• The Biplot as a Diagnostic Tool for Models of Two-Way Tables
• The multivariate Poisson-log normal distribution
• The Deviance Information Criterion: 12 Years on

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