Caroline Uhler

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-7008-0216

Broad Institute of MIT and Harvard, and Laboratory for Information & Decision Systems, Massachusetts Institute of Technology

Publications

• The DeCAMFounder: nonlinear causal discovery in the presence of hidden variables — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Consistency guarantees for greedy permutation-based causal inference algorithms — Biometrika 2021
• Maximum likelihood estimation in Gaussian models under total positivity — The Annals of Statistics 2019
• Exact formulas for the normalizing constants of Wishart distributions for graphical models — The Annals of Statistics 2018
• Total positivity in Markov structures — The Annals of Statistics 2017
• Maximum likelihood estimation for linear Gaussian covariance models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Geometry of the faithfulness assumption in causal inference — The Annals of Statistics 2013
• Geometry of maximum likelihood estimation in Gaussian graphical models — The Annals of Statistics 2012