Efficient MCMC for temporal epidemics via parameter reduction
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Publication:1623715
DOI10.1016/j.csda.2014.07.002zbMath1506.62194OpenAlexW1964905987MaRDI QIDQ1623715
Publication date: 23 November 2018
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://eprints.lancs.ac.uk/id/eprint/72717/1/efmcmc_rev.pdf
Computational methods for problems pertaining to statistics (62-08) Epidemiology (92D30) Applications of statistics to biology and medical sciences; meta analysis (62P10)
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Cites Work
- Unnamed Item
- Weak convergence and optimal scaling of random walk Metropolis algorithms
- Simulation-based Bayesian inference for epidemic models
- Inference for Epidemics with Three Levels of Mixing: Methodology and Application to a Measles Outbreak
- Bayesian inference for stochastic multitype epidemics in structured populations using sample data
- Optimal Scaling of Discrete Approximations to Langevin Diffusions
- The Collapsed Gibbs Sampler in Bayesian Computations with Applications to a Gene Regulation Problem
- Markov Chain Monte Carlo Methods for Fitting Spatiotemporal Stochastic Models in Plant Epidemiology
- Inference for an epidemic when susceptibility varies
- Bayesian Inference for Stochastic Epidemics in Populations with Random Social Structure
- Bayesian analysis for emerging infectious diseases
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