Bayesian detection of event spreading pattern from multivariate binary time series
From MaRDI portal
Publication:6171852
DOI10.1080/03610918.2021.1879138OpenAlexW3126674108MaRDI QIDQ6171852
WenWei Lin, Xiaodan Fan, Unnamed Author, Jie Hu
Publication date: 18 July 2023
Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610918.2021.1879138
Metropolis-Hastings algorithmBayesian inferencepath detectionevent spreading modelprobabilistic tree
Cites Work
- Unnamed Item
- Global dynamics of a pine wilt disease transmission model with nonlinear incidence rates
- Bayesian detection of embryonic gene expression onset in \textit{C. elegans}
- Bayesian anomaly detection methods for social networks
- A Bayesian method for the induction of probabilistic networks from data
- Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks
- Improving Markov chain Monte Carlo model search for data mining
- Enumeration of labelled chain graphs and labelled essential directed acyclic graphs.
- Bayesian model averaging: A tutorial. (with comments and a rejoinder).
- Learning Bayesian networks from data: An information-theory based approach
- Bayesian inference for multiple Gaussian graphical models with application to metabolic association networks
- Learning Bayesian networks: The combination of knowledge and statistical data
- 10.1162/153244301753344605
- High-Dimensional ODEs Coupled With Mixed-Effects Modeling Techniques for Dynamic Gene Regulatory Network Identification
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window
- Approximating discrete probability distributions with dependence trees