Algebraic Problems in Structural Equation Modeling

zbMath1411.62128arXiv1612.05994MaRDI QIDQ4627682

Mathias Drton

Publication date: 11 March 2019

Full work available at URL: https://arxiv.org/abs/1612.05994

zbMATH Keywords

Gröbner basiscovariance matrixGaussian distributiongraphical modelstructural equation modelalgebraic statistics

Mathematics Subject Classification ID

Characterization and structure theory for multivariate probability distributions; copulas (62H05) Applications of graph theory (05C90) Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.) (13P25)

Related Items (8)

Algebraic structures in statistical methodology. Abstracts from the workshop held December 4--10, 2022 ⋮ Algebraic properties of HTC-identifiable graphs ⋮ Symmetries in directed Gaussian graphical models ⋮ A note on the connection between trek rules and separable nonlinear least squares in linear structural equation models ⋮ Identifiability in Continuous Lyapunov Models ⋮ Nested covariance determinants and restricted trek separation in Gaussian graphical models ⋮ Convergence rates of latent topic models under relaxed identifiability conditions ⋮ Half-trek criterion for identifiability of latent variable models

This page was built for publication: Algebraic Problems in Structural Equation Modeling