A Strategy for Bayesian Inference for Computationally Expensive Models with Application to the Estimation of Stem Cell Properties
From MaRDI portal
Publication:2846453
DOI10.1111/biom.12017zbMath1274.62851OpenAlexW1916201103WikidataQ51254733 ScholiaQ51254733MaRDI QIDQ2846453
Antony M. Overstall, David C. Woods
Publication date: 5 September 2013
Published in: Biometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/biom.12017
Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Cell biology (92C37)
Related Items (3)
Bayesian prediction for physical models with application to the optimization of the synthesis of pharmaceutical products using chemical kinetics ⋮ Accelerating MCMC via Kriging-based adaptive independent proposals and delayed rejection ⋮ Full Bayesian inference in hidden Markov models of plant growth
Uses Software
Cites Work
- Towards optimal scaling of Metropolis-coupled Markov chain Monte Carlo
- The design and analysis of computer experiments.
- Bayesian Calibration of Computer Models
- A User's Guide to Measure Theoretic Probability
- Goodness-of-Fit Diagnostics for Bayesian Hierarchical Models
- Bayesian Calibration of a Stochastic Kinetic Computer Model Using Multiple Data Sources
- Computer Model Calibration Using High-Dimensional Output
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Adaptive Rejection Metropolis Sampling within Gibbs Sampling
- Adaptive Rejection Sampling for Gibbs Sampling
- Bayesian Emulation and Calibration of a Stochastic Computer Model of Mitochondrial DNA Deletions in Substantia Nigra Neurons
- Parameterization and Bayesian Modeling
- Monte Carlo strategies in scientific computing
- Bayesian model assessment using pivotal quantities
This page was built for publication: A Strategy for Bayesian Inference for Computationally Expensive Models with Application to the Estimation of Stem Cell Properties
