Joris M. Mooij

Joris M. Mooij

Universiteit van Amsterdam

H-index: 35

Europe-Netherlands

About Joris M. Mooij

Joris M. Mooij, With an exceptional h-index of 35 and a recent h-index of 32 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of Causal inference, graphical modeling, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Package ‘pcalg’

Modeling Latent Selection with Structural Causal Models

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

Correcting for selection bias and missing response in regression using privileged information

Supplement-Establishing Markov equivalence in cyclic directed graphs

A Mathematical Introduction to Causality

Establishing Markov equivalence in cyclic directed graphs

Causality and independence in perfectly adapted dynamical systems

Joris M. Mooij Information

University

Position

Professor in Mathematical Statistics Korteweg-de Vries Institute (NL)

Citations(all)

9919

Citations(since 2020)

6941

Cited By

5448

hIndex(all)

35

hIndex(since 2020)

32

i10Index(all)

57

i10Index(since 2020)

44

Email

University Profile Page

Universiteit van Amsterdam

Google Scholar

View Google Scholar Profile

Joris M. Mooij Skills & Research Interests

Causal inference

graphical modeling

machine learning

Top articles of Joris M. Mooij

Title

Journal

Author(s)

Publication Date

Package ‘pcalg’

Markus Kalisch

Alain Hauser

Martin Maechler

Diego Colombo

Doris Entner

...

2024/2/12

Modeling Latent Selection with Structural Causal Models

arXiv preprint arXiv:2401.06925

Leihao Chen

Onno Zoeter

Joris M Mooij

2024/1/12

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

Philip Boeken

Onno Zoeter

Joris Mooij

2024/3/15

Correcting for selection bias and missing response in regression using privileged information

Philip Boeken

Noud de Kroon

Mathijs de Jong

Joris M Mooij

Onno Zoeter

2023/7/2

Supplement-Establishing Markov equivalence in cyclic directed graphs

Tom Claassen

Joris M Mooij

2023

A Mathematical Introduction to Causality

Patrick Forré

Joris M Mooij

2023/6/25

Establishing Markov equivalence in cyclic directed graphs

Tom Claassen

Joris M Mooij

2023/7/2

Causality and independence in perfectly adapted dynamical systems

Journal of Causal Inference

Tineke Blom

Joris M Mooij

2023/3/7

Combining Observational and Interventional Data through Causal ductions

M Ilse

P Forré

M Welling

JM Mooij

2022/1/12

Causality: from data to science

JM Mooij

2022/10/13

Robustness of model predictions under extension

Tineke Blom

Joris M Mooij

2022/8/17

Local constraint-based causal discovery under selection bias

Philip Versteeg

Joris Mooij

Cheng Zhang

2022/6/28

Causal bandits without prior knowledge using separating sets

Arnoud De Kroon

Joris Mooij

Danielle Belgrave

2022/6/28

Conditional independences and causal relations implied by sets of equations

Journal of Machine Learning Research

Tineke Blom

Mirthe M Van Diepen

Joris M Mooij

2021

Foundations of structural causal models with cycles and latent variables

The Annals of Statistics

Stephan Bongers

Patrick Forré

Jonas Peters

Joris M Mooij

2021/10

Combining interventional and observational data using causal reductions

arXiv preprint arXiv:2103.04786

Maximilian Ilse

Patrick Forré

Max Welling

Joris M Mooij

2021/3/8

A weaker faithfulness assumption based on triple interactions

Alexander Marx

Arthur Gretton

Joris M Mooij

2021/12/1

A Bayesian nonparametric conditional two-sample test with an application to local causal discovery

Philip A Boeken

Joris M Mooij

2021/12/1

Efficient causal inference from combined observational and interventional data through causal reductions

stat

Maximilian Ilse

Patrick Forré

Max Welling

Joris M Mooij

2021/3

Causal calculus in the presence of cycles, latent confounders and selection bias

Patrick Forré

Joris M Mooij

2020/8/6

See List of Professors in Joris M. Mooij University(Universiteit van Amsterdam)

Co-Authors

H-index: 121
D Posthuma

D Posthuma

Vrije Universiteit Amsterdam

H-index: 102
Max Welling

Max Welling

Universiteit van Amsterdam

H-index: 79
Richard Zemel

Richard Zemel

University of Toronto

H-index: 55
Tom Heskes

Tom Heskes

Radboud Universiteit

H-index: 55
Kun Zhang

Kun Zhang

Carnegie Mellon University

H-index: 51
Jakob Zscheischler

Jakob Zscheischler

Universität Bern

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