Covariance estimation and selection for high-dimensional multivariate datasets is a fundamental problem in modern statistics. Gaussian directed acyclic graph (DAG) models are a popular class of models ...

Thermodynamics-consistent graph neural networks Journal: Chemical Science Published: 2024-10-17 DOI: 10.1039/d4sc04554h Affiliations: 3 Authors: 2 Go to article ...

We explain how to obtain a generalized maximum-likelihood chi-square statistic, X M L 2 , and a full-model Akaike Information Criterion (AIC) statistic for piecewise structural equation modeling (SEM) ...