Jonas Peters
15 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-1487-7511
Department of Mathematics , ETH Zurich, Rämistrasse 101, Zurich 8006 , Switzerland
Publications
- DecoR : deconfounding time series with robust regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
- Model-Based Causal Feature Selection for General Response Types — Journal of the American Statistical Association 2025
- Statistical testing under distributional shifts — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
- Conditional independence testing in Hilbert spaces with applications to functional data analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
- Toward Causal Inference for Spatio-Temporal Data: Conflict and Forest Loss in Colombia — Journal of the American Statistical Association 2022
- Stabilizing variable selection and regression — The Annals of Applied Statistics 2021
- Anchor regression: Heterogeneous data meet causality — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
- Causal discovery in heavy-tailed models — The Annals of Statistics 2021
- Foundations of structural causal models with cycles and latent variables — The Annals of Statistics 2021
- The hardness of conditional independence testing and the generalised covariance measure — The Annals of Statistics 2020
- Invariant Causal Prediction for Sequential Data — Journal of the American Statistical Association 2019
- Kernel-based tests for joint independence — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
- Causal inference by using invariant prediction: identification and confidence intervals — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
- CAM: Causal additive models, high-dimensional order search and penalized regression — The Annals of Statistics 2014
- Identifiability of Gaussian structural equation models with equal error variances — Biometrika 2014