Causal discovery on vector-valued variables and consistency-guided aggregation | Paper Citation Record

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This paper cites Anand, Adele H.

Causal discovery on vector-valued variables and consistency-guided aggregation Anand, Adele H

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This paper cites On pearl's hierarchy and the foundations of causal inference (1st edition).

Causal discovery on vector-valued variables and consistency-guided aggregation On pearl's hierarchy and the foundations of causal inference (1st edition)

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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This paper cites The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications.

Causal discovery on vector-valued variables and consistency-guided aggregation The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications

Reference 8

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This paper cites Discovering causal relations and equations from data.

Causal discovery on vector-valued variables and consistency-guided aggregation Discovering causal relations and equations from data

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This paper cites Unsupervised discovery of el nino using causal feature learning on microlevel climate data.

Causal discovery on vector-valued variables and consistency-guided aggregation Unsupervised discovery of el nino using causal feature learning on microlevel climate data

Reference 10

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Causal discovery on vector-valued variables and consistency-guided aggregation Causal feature learning: an overview

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Causal discovery on vector-valued variables and consistency-guided aggregation Double/debiased machine learning for treatment and structural parameters

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Causal discovery on vector-valued variables and consistency-guided aggregation Maathuis

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This paper cites Causal discovery from spatio-temporal data with applications to climate science.

Causal discovery on vector-valued variables and consistency-guided aggregation Causal discovery from spatio-temporal data with applications to climate science

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This paper cites The effect of more choice on voter turnout causal evidence from germany.

Causal discovery on vector-valued variables and consistency-guided aggregation The effect of more choice on voter turnout causal evidence from germany

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This paper cites Mastakouri, Patrick Blöbaum, Michaela Hardt, and Dominik Janzing.

Causal discovery on vector-valued variables and consistency-guided aggregation Mastakouri, Patrick Blöbaum, Michaela Hardt, and Dominik Janzing

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Causal discovery on vector-valued variables and consistency-guided aggregation On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models

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Causal discovery on vector-valued variables and consistency-guided aggregation Faller, Leena C

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This paper cites Internal incoherency scores for constraint-based causal discovery algorithms, 2025.

Causal discovery on vector-valued variables and consistency-guided aggregation Internal incoherency scores for constraint-based causal discovery algorithms, 2025

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This paper cites Causal optimal transport of abstractions.

Causal discovery on vector-valued variables and consistency-guided aggregation Causal optimal transport of abstractions

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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This paper cites Markov Properties for Graphical Models with Cycles and Latent Variables.

Causal discovery on vector-valued variables and consistency-guided aggregation Markov Properties for Graphical Models with Cycles and Latent Variables

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Causal discovery on vector-valued variables and consistency-guided aggregation Kernel measures of conditional dependence

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Causal discovery on vector-valued variables and consistency-guided aggregation Spatiotemporal pattern extraction by spectral analysis of vector-valued observables

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Causal discovery on vector-valued variables and consistency-guided aggregation A kernel statistical test of independence

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Causal discovery on vector-valued variables and consistency-guided aggregation Increasing effect sizes of pairwise conditional independence tests between random vectors

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Causal discovery on vector-valued variables and consistency-guided aggregation Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies

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Causal discovery on vector-valued variables and consistency-guided aggregation Adams, Alberto Arribas, Rachel Prudden, Niall Robinson, Elena Saggioro, and Theodore G

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Causal discovery on vector-valued variables and consistency-guided aggregation Lauritzen

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Causal discovery on vector-valued variables and consistency-guided aggregation Lauritzen and Thomas S

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Causal discovery on vector-valued variables and consistency-guided aggregation Impact of enso on the atmospheric variability over the north atlantic in late winter---role of transient eddies

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Causal discovery on vector-valued variables and consistency-guided aggregation Deterministic nonperiodic flow

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Causal discovery on vector-valued variables and consistency-guided aggregation A cautious approach to constraint-based causal model selection

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Mooij and Tom Claassen

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Causal discovery on vector-valued variables and consistency-guided aggregation Semiparametric causal sufficient dimension reduction of multidimensional treatments

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Causal discovery on vector-valued variables and consistency-guided aggregation Learning structures of bayesian networks for variable groups

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Causality: Models, Reasoning and Inference

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Causal discovery on vector-valued variables and consistency-guided aggregation Peters, D

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Causal discovery on vector-valued variables and consistency-guided aggregation Adjacency-faithfulness and conservative causal inference

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Causal discovery on vector-valued variables and consistency-guided aggregation Choosing DAG Models Using Markov and Minimal Edge Count in the Absence of Ground Truth

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Causal discovery on vector-valued variables and consistency-guided aggregation Ancestral graph Markov models

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Causal discovery on vector-valued variables and consistency-guided aggregation Rischel and Sebastian Weichwald

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Discovering Contemporaneous and Lagged Causal Relations in Autocorrelated Nonlinear Time Series Datasets

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Causal discovery on vector-valued variables and consistency-guided aggregation Identifying causal gateways and mediators in complex spatio-temporal systems

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Causal discovery on vector-valued variables and consistency-guided aggregation Mahecha, Jordi Muñoz-Marí, Egbert H

Reference 48

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Causal discovery on vector-valued variables and consistency-guided aggregation Detecting and quantifying causal associations in large nonlinear time series datasets

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Causal discovery on vector-valued variables and consistency-guided aggregation Causal inference for time series

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Causal discovery on vector-valued variables and consistency-guided aggregation Faithfulness of probability distributions and graphs

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Causal discovery on vector-valued variables and consistency-guided aggregation Cross-validating causal discovery via Leave-One-Variable-Out

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Causal discovery on vector-valued variables and consistency-guided aggregation Toward causal representation learning

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Causal discovery on vector-valued variables and consistency-guided aggregation Aligning Graphical and Functional Causal Abstractions

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

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Causal discovery on vector-valued variables and consistency-guided aggregation Causal discovery with fewer conditional independence tests

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This paper cites Causation, Prediction , and Search , volume 81 of Lecture Notes in Statistics.

Causal discovery on vector-valued variables and consistency-guided aggregation Causation, Prediction , and Search , volume 81 of Lecture Notes in Statistics

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Causal discovery on vector-valued variables and consistency-guided aggregation Detecting strange attractors in turbulence

Reference 58

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This paper cites A spatiotemporal stochastic climate model for benchmarking causal discovery methods for teleconnections.

Causal discovery on vector-valued variables and consistency-guided aggregation A spatiotemporal stochastic climate model for benchmarking causal discovery methods for teleconnections

Reference 59

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Observation e9304cfe-8573-44bb-8dfb-c7ca467254b9 · outbound

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Causal discovery on vector-valued variables and consistency-guided aggregation Clustering and structural robustness in causal diagrams

Reference 60

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Causal discovery on vector-valued variables and consistency-guided aggregation Cobb, Matthieu Lengaigne, Michael J

Reference 61

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Observation 932e103e-0b04-47bf-876e-9180cc9ffeb7 · outbound

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Causal discovery on vector-valued variables and consistency-guided aggregation Unresolved cited work

Reference 62

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Observation 065bf6fd-0f49-42fc-8e38-8492e07008d3 · outbound

This paper cites Geometry of the faithfulness assumption in causal inference.

Causal discovery on vector-valued variables and consistency-guided aggregation Geometry of the faithfulness assumption in causal inference

Reference 63

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Observation 46e7c78b-774c-4b64-875f-e0dc2c78b015 · outbound

This paper cites Causal networks: Semantics and expressiveness* *this work was partially supported by the national science foundation grant iri-8610155.

Causal discovery on vector-valued variables and consistency-guided aggregation Causal networks: Semantics and expressiveness* *this work was partially supported by the national science foundation grant iri-8610155

Reference 64

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Observation 51cc77dc-c690-446e-881c-7d2643ff8437 · outbound

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Causal discovery on vector-valued variables and consistency-guided aggregation Vector causal inference between two groups of variables

Reference 65

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Observation 65f45108-4456-4d6f-9689-4c27354f57e9 · outbound

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Causal discovery on vector-valued variables and consistency-guided aggregation Foundations of causal discovery on groups of variables

Reference 66

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Observation 1902b533-9418-4ef0-95b6-f600a0f66cad · outbound

This paper cites A global feature-rich network dataset of cities and dashboard for comprehensive urban analyses.

Causal discovery on vector-valued variables and consistency-guided aggregation A global feature-rich network dataset of cities and dashboard for comprehensive urban analyses

Reference 67

Resolution: verified exact; doi, observed 2026-08-15T21:22:10.334630Z

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Observation 6a472e5e-7373-4327-902d-2f72dcc4a749 · outbound

This paper cites Causal reasoning with ancestral graphs.

Causal discovery on vector-valued variables and consistency-guided aggregation Causal reasoning with ancestral graphs

Reference 68

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Observation 98a92cb7-15f5-46d8-bfe3-ab62c6f2e678 · outbound

This paper cites On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias.

Causal discovery on vector-valued variables and consistency-guided aggregation On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias

Reference 69

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Observation 38e324cd-fa80-46c1-9ca3-04688b589594 · outbound

This paper cites The three faces of faithfulness.

Causal discovery on vector-valued variables and consistency-guided aggregation The three faces of faithfulness

Reference 70

Resolution: verified exact; raw_fallback, observed 2026-08-15T21:22:10.671399Z

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Observation 53496d94-c26c-4c18-a7f2-0d9b48ea9de7 · outbound

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Causal discovery on vector-valued variables and consistency-guided aggregation Kernel-based conditional independence test and application in causal discovery

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:11.262735Z

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Observation 56b7dd01-3bf7-4f49-825e-55b87b11471d · outbound

This paper cites Meadows, Yan Li, Yanxu Liu, Francesco Cherubini, Paulo Pereira, and Bojie Fu.

Causal discovery on vector-valued variables and consistency-guided aggregation Meadows, Yan Li, Yanxu Liu, Francesco Cherubini, Paulo Pereira, and Bojie Fu

Reference 72

Resolution: verified exact; doi, observed 2026-08-15T21:22:10.317044Z

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Observation 12023092-8271-4817-8a21-038fb0a92681 · outbound

This paper cites K\"ubler, and Dominik Janzing.

Causal discovery on vector-valued variables and consistency-guided aggregation K\"ubler, and Dominik Janzing

Reference 73

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Observation d2b650bf-1a42-4c46-88f9-e34dcb8999d9 · outbound

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Causal discovery on vector-valued variables and consistency-guided aggregation write newline

Reference 74

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