Tag: skew

  • A Generalized Unified Skew-Normal Process with Neural Bayes Inference

    A Generalized Unified Skew-Normal Process with Neural Bayes Inference arXiv:2411.17400v1 Announce Type: new Abstract: In recent decades, statisticians have been increasingly encountering spatial data that exhibit non-Gaussian behaviors such as asymmetry and heavy-tailedness. As a result, the assumptions of symmetry and fixed tail weight in Gaussian processes have become restrictive and may fail to capture…