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RISHamiltonian Monte Carlo and Borrowing Strength in Hierarchical Inverse Problems
Publisher: American Society of Civil Engineers
Abstract: Bayesian approaches to uncertainty quantification and information acquisition in hierarchically defined inverse problems are presented. The techniques comprise simple updating, staged estimation, and multilevel model ...
Hamiltonian Monte Carlo and Borrowing Strength in Hierarchical Inverse Problems
Publisher: American Society of Civil Engineers
Abstract: Bayesian approaches to uncertainty quantification and information acquisition in hierarchically defined inverse problems are presented. The techniques comprise simple updating, staged estimation, and multilevel model ...