Nils Sturma

About

Publications

Algebraic Sparse Factor Analysis

Published by

SIAM Journal on Applied Algebra and Geometry

Summary

journal-article

Matching Criterion for Identifiability in Sparse Factor Analysis

Summary

other

Trek-Based Parameter Identification for Linear Causal Models With Arbitrarily Structured Latent Variables

Summary

other

Algebraic Sparse Factor Analysis

Published by

SIAM Journal on Applied Algebra and Geometry

Summary

journal-article

Mixtures of discrete decomposable graphical models

Published by

Algebraic Statistics

Summary

journal-article

Identifiability and Statistical Inference in Latent Variable Modeling

Summary

dissertation-thesis

Singularity-agnostic incomplete U-statistics for testing polynomial constraints in Gaussian covariance matrices

Summary

other

Testing many constraints in possibly irregular models using incomplete U-statistics

Published by

Journal of the Royal Statistical Society. Series B: Statistical Methodology

Summary

journal-article

Testing many constraints in possibly irregular models using incomplete U-statistics

Published by

Journal of the Royal Statistical Society Series B: Statistical Methodology

Summary

journal-article

Unpaired Multi-Domain Causal Representation Learning

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Half-trek criterion for identifiability of latent variable models

Published by

The Annals of Statistics

Summary

journal-article

HALF-TREK CRITERION FOR IDENTIFIABILITY OF LATENT VARIABLE MODELS

Published by

Annals of Statistics

Summary

journal-article