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stat.CO2025
Efficient sampling from a multivariate normal distribution subject to linear equality and inequality constraints
Matthew P. Adams, Gloria M. Monsalve-Bravo, Lucy G. Dowdell +2
Sampling from multivariate normal distributions, subjected to a variety of restrictions, is a problem that is recurrent in statistics and computing. In the present work, we demonst…
stat.ME2025★ 1 cited
Beyond data: leveraging non-empirical information and expert knowledge in Bayesian model calibration
Sarah A. Vollert, Christopher Drovandi, Cailan Jeynes-Smith +2
Mathematical models connect theory with the real world through data, enabling us to interpret, understand, and predict complex phenomena. However, scientific knowledge often extend…