An adaptive independence sampler MCMC algorithm for Bayesian inferences of functions

Mathematics

• Markov Chain Monte Carlo Algorithms 100%
• Bayesian inference 87%
• Independence 73%
• Mesh Refinement 34%
• Gaussian Measure 32%
• Adaptive Algorithm 32%
• Infinite Dimensions 31%
• Markov Chain Monte Carlo Methods 31%
• Posterior distribution 27%
• Function Space 24%
• Efficient Algorithms 23%
• Robustness 23%
• Engineering 22%
• Dependent 18%
• Unknown 17%
• Design 17%
• Numerical Examples 17%
• Demonstrate 16%
• Standards 15%

Engineering & Materials Science

• Markov chains 80%
• Monte Carlo methods 44%
• Adaptive algorithms 41%