Case studies in Gaussian process modelling of computer codes

Bayesian Calibration of Computer Models

Marc C. Kennedy, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2001 · 4.1K citations · Full text

Bayesian Statistic, Bayesian Calibration, Engineering +19

Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach

Jeremy E. Oakley, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 1.1K citations · Full text

Bayesian Statistics, Engineering, Data Science +15

Bayesian analysis of computer code outputs: A tutorial

Anthony O’Hagan · Reliability Engineering & System Safety · 2006 · 778 citations

Bayesian Statistics, Engineering, Program Analysis +10

A Framework for Validation of Computer Models

M. J. Bayarri, James O. Berger, Rui Paulo et al. · Technometrics · 2007 · 661 citations

Combining Field Data and Computer Simulations for Calibration and Prediction

Dave Higdon, Marc C. Kennedy, James C. Cavendish et al. · SIAM Journal on Scientific Computing · 2004 · 623 citations

Engineering, Computational Model, Monte Carlo Methods +25