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ArticlesPeer ReviewedFull Text
MAGMA: generalized gene-set analysis of GWAS data
Author / Creator:de Leeuw, Christiaan A ; Mooij, Joris M ; Heskes, Tom ; Posthuma, Danielle
Publisher:United States: Public Library of Science
Journal title:PLoS computational biology, 2015-04, Vol.11 (4), p.e1004219-e1004219
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ArticlesPeer ReviewedFull Text
Methods for causal inference from gene perturbation experiments and validation
Author / Creator:Meinshausen, Nicolai ; Hauser, Alain ; Mooij, Joris M. ; Peters, Jonas ; Versteeg, Philip ; Bühlmann, Peter
Publisher:United States: National Academy of Sciences
Journal title:Proceedings of the National Academy of Sciences - PNAS, 2016-07, Vol.113 (27), p.7361-7368
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ArticlesPeer ReviewedFull Text
MAGMA: Generalized Gene-Set Analysis of GWAS Data: e1004219
Author / Creator:Leeuw, Christiaan Ade ; Mooij, Joris M ; Heskes, Tom ; Posthuma, Danielle
Publisher:San Francisco: Public Library of Science
Journal title:PLoS computational biology, 2015-04, Vol.11 (4)
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ArticlesFull Text
Dynamic Structural Causal Models
Author / Creator:Boeken, Philip ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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ArticlesFull Text
Boosting Local Causal Discovery in High-Dimensional Expression Data
Author / Creator:Versteeg, Philip ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-11
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Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles
Author / Creator:Mooij, Joris M ; Claassen, Tom
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-09
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ArticlesFull Text
Establishing Markov Equivalence in Cyclic Directed Graphs
Author / Creator:Claassen, Tom ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-09
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ArticlesFull Text
Nonparametric Bayesian networks are typically faithful in the total variation metric
Author / Creator:Boeken, Philip ; ré, Patrick ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
Causality and independence in perfectly adapted dynamical systems
Author / Creator:Blom, Tineke ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-02
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ArticlesFull Text
Modeling Latent Selection with Structural Causal Models
Author / Creator:Chen, Leihao ; Zoeter, Onno ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-08
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Robustness of Model Predictions under Extension
Author / Creator:Blom, Tineke ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-08
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ArticlesFull Text
Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift
Author / Creator:Boeken, Philip ; Zoeter, Onno ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-03
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ArticlesFull Text
Foundations of Structural Causal Models with Cycles and Latent Variables
Author / Creator:Bongers, Stephan ; ré, Patrick ; Peters, Jonas ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-11
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Causal Modeling of Dynamical Systems
Author / Creator:Bongers, Stephan ; Blom, Tineke ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-03
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ArticlesFull Text
Local Constraint-Based Causal Discovery under Selection Bias
Author / Creator:Versteeg, Philip ; Zhang, Cheng ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-03
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A Bayesian Nonparametric Conditional Two-sample Test with an Application to Local Causal Discovery
Author / Creator:Boeken, Philip A ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-12
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ArticlesFull Text
A Weaker Faithfulness Assumption based on Triple Interactions
Author / Creator:Marx, Alexander ; Gretton, Arthur ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-08
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ArticlesFull Text
Combining Interventional and Observational Data Using Causal Reductions
Author / Creator:Ilse, Maximilian ; ré, Patrick ; Welling, Max ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-02
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Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias
Author / Creator:ré, Patrick ; Mooij, Joris M
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-07
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ArticlesFull Text
Joint Causal Inference from Multiple Contexts
Author / Creator:Mooij, Joris M ; Magliacane, Sara ; Claassen, Tom
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-08
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MAGMA: generalized gene-set analysis of GWAS data

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Methods for causal inference from gene perturbation experiments and validation

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MAGMA: Generalized Gene-Set Analysis of GWAS Data: e1004219

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Dynamic Structural Causal Models

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Boosting Local Causal Discovery in High-Dimensional Expression Data

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Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles

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Establishing Markov Equivalence in Cyclic Directed Graphs

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Nonparametric Bayesian networks are typically faithful in the total variation metric

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Causality and independence in perfectly adapted dynamical systems

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Modeling Latent Selection with Structural Causal Models

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Robustness of Model Predictions under Extension

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Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift

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Foundations of Structural Causal Models with Cycles and Latent Variables

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Causal Modeling of Dynamical Systems

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Local Constraint-Based Causal Discovery under Selection Bias

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A Bayesian Nonparametric Conditional Two-sample Test with an Application to Local Causal Discovery

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A Weaker Faithfulness Assumption based on Triple Interactions

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Combining Interventional and Observational Data Using Causal Reductions

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Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias

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Joint Causal Inference from Multiple Contexts

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