Researcher profile

Nicolai Meinshausen

2 papers in the PaperMetrix corpus

Publications

Papers by this author

backShift: Learning causal cyclic graphs from unknown shift interventions

2015 · arXiv (Cornell University)

We propose a simple method to learn linear causal cyclic models in the presence of latent variables. The method relies on equilibrium data of the model recorded under a specific kind of interventions ("shift interventions"). …
PKLM: A flexible MCAR test using Classification

2021 · arXiv (Cornell University)

We develop a fully non-parametric, easy-to-use, and powerful test for the missing completely at random (MCAR) assumption on the missingness mechanism of a dataset. The test compares distributions of different missing patterns on random projections …