Sonja Greven

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

ORCID: 0000-0003-0495-850X

Publications

• Deep Nonparametric Conditional Independence Tests for Images — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Additive density-on-scalar regression in Bayes Hilbert spaces with an application to gender economics — The Annals of Applied Statistics 2025
• Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains — Journal of the American Statistical Association 2018
• Comment — Journal of the American Statistical Association 2016
• Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis — The Annals of Applied Statistics 2014
• An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information — Journal of the American Statistical Association 2011
• On the behaviour of marginal and conditional AIC in linear mixed models — Biometrika 2010
• ‘On the behaviour of marginal and conditional AIC in linear mixed models’ — Biometrika