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stat.ME2024
Bayesian Linear Models: A compact general set of results
J Andres Christen
I present all the details in calculating the posterior distribution of the conjugate Normal-Gamma prior in Bayesian Linear Models (BLM), including correlated observations, predicti…
stat.ME2023
A Physics Based Surrogate Model in Bayesian Uncertainty Quantification involving Elliptic PDEs
A. Galaviz, J. A. Christen, A. Capella
The paper addresses Bayesian inferences in inverse problems with uncertainty quantification involving a computationally expensive forward map associated with solving a partial diff…