Quick info
Jonas Peters has worked on 11 packages so far. In total, Jonas Peters has worked with 29 other authors on those packages. Impressive teamwork!
Packages overview
Package details
| CausalKinetiX | Learning Stable Structures in Kinetic Systems Niklas Pfister , Stefan Bauer , Jonas Peters |
| CondIndTests | Nonlinear Conditional Independence Tests Christina Heinze-Deml , Jonas Peters , Asbjoern Marco Sinius Munk |
| GeneralisedCovarianceMeasure | Test for Conditional Independence Based on the Generalized Covariance Measure (GCM) |
| SID | Structural Intervention Distance |
| dHSIC | Independence Testing via Hilbert Schmidt Independence Criterion |
| ghcm | Functional Conditional Independence Testing with the GHCM Anton Rask Lundborg , Rajen D. Shah , Jonas Peters |
| nonlinearICP | Invariant Causal Prediction for Nonlinear Models Christina Heinze-Deml , Jonas Peters |
| pcalg | Methods for Graphical Models and Causal Inference Markus Kalisch , Alain Hauser , Martin Maechler , Diego Colombo , Doris Entner , Patrik Hoyer , Antti Hyttinen , Jonas Peters , Nicoletta Andri , Emilija Perkovic , Preetam Nandy , Philipp Ruetimann , Daniel Stekhoven , Manuel Schuerch , Marco Eigenmann , Leonard Henckel , Joris Mooij |
| seqICP | Sequential Invariant Causal Prediction |
| tramicp | Model-Based Causal Feature Selection for General Response Types Lucas Kook , Sorawit Saengkyongam , Anton Rask Lundborg , Torsten Hothorn , Jonas Peters |
| weightedGCM | Weighted Generalised Covariance Measure Conditional Independence Test Cyrill Scheidegger , Julia Hoerrmann , Peter Buehlmann , Jonas Peters , Rajen D. Shah |