Gaussian random fields

rSPDE

Research Resources

spatial statistics applied statistics Gaussian random fields SPDEs bayesian inference geostatistics

rSPDE: A Computational Framework for Rational Approximations of Fractional Stochastic Partial Differential Equations

Gaussian Random Fields on Metric Graphs

David Bolin, Professor, Statistics

Sep 11, 12:00 - 13:00

B9 B2 L2325

Gaussian random fields Metric graphs Statistical Modeling

This talk presents a comprehensive mathematical and statistical theory, along with user-friendly software, for modeling data with Gaussian random fields on metric graphs by developing valid covariance functions based on network distance.