Improving nonhomogeneous dynamic Bayesian networks with sequentially coupled parameters

DOI10.1111/STAN.12136OpenAlexW2800551203WikidataQ129917698 ScholiaQ129917698MaRDI QIDQ6089178

Unnamed Author, Mahdi Shafiee Kamalabad

Publication date: 14 December 2023

Published in: Statistica Neerlandica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/stan.12136

zbMATH Keywords

systems biologyBayesian modelingsequential couplingnetwork reconstructiondynamic Bayesian networkparameter coupling

Mathematics Subject Classification ID

Multivariate analysis (62Hxx) Probabilistic methods, stochastic differential equations (65Cxx) Mathematical biology in general (92Bxx)

Cites Work

• Regularization of non-homogeneous dynamic Bayesian networks with global information-coupling based on hierarchical Bayesian models
• Inference from iterative simulation using multiple sequences
• A Non-Homogeneous Dynamic Bayesian Network with Sequentially Coupled Interaction Parameters for Applications in Systems and Synthetic Biology
• Unnamed Item
• Unnamed Item

This page was built for publication: Improving nonhomogeneous dynamic Bayesian networks with sequentially coupled parameters