Browsing Universitätsbibliographie by Author "Peters, Jonas"

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Causal inference by using invariant prediction: identification and confidence intervals

Peters, Jonas; Buhlmann, Peter; Meinshausen, Nicolai (2016)
Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks

Mooij, Joris M.; Peters, Jonas; Janzing, Dominik; Zscheischler, Jakob; Schoelkopf, Bernhard (2016)
Invariant Models for Causal Transfer Learning

Rojas-Carulla, Mateo; Schoelkopf, Bernhard; Turner, Richard; Peters, Jonas (2018)
Kernel-based tests for joint independence

Pfister, Niklas; Buhlmann, Peter; Schoelkopf, Bernhard; Peters, Jonas (2018)
Methods for causal inference from gene perturbation experiments and validation

Meinshausen, Nicolai; Hauser, Alain; Mooij, Joris M.; Peters, Jonas; Versteeg, Philip; Buhlmann, Peter (2016)
Modeling confounding by half-sibling regression

Schoelkopf, Bernhard; Hogg, David W.; Wang, Dun; Foreman-Mackey, Daniel; Janzing, Dominik; Simon-Gabriel, Carl-Johann; Peters, Jonas (2016)
Quantifying changes in climate variability and extremes: Pitfalls and their overcoming

Sippel, Sebastian; Zscheischler, Jakob; Heimann, Martin; Otto, Friederike E. L.; Peters, Jonas; Mahecha, Miguel D. (2015)

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