Paper Citation Record · LEDGER

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes

As of 17 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2601.20405.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2601.20405 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:46:49.336748Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact4
verified fuzzy2
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 29614214-0ecc-4751-927a-24eb9e96a421 · outbound

This paper cites Marginal causal effect estimation with continuous instrumental variables.arXiv preprint arXiv:2510.14368,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Marginal causal effect estimation with continuous instrumental variables.arXiv preprint arXiv:2510.14368,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.268987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93727eee-494a-4b84-8c2c-51f29e593535 · outbound

This paper cites Learning the effect of persuasion via difference-in-differences.arXiv preprint arXiv:2410.14871,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Learning the effect of persuasion via difference-in-differences.arXiv preprint arXiv:2410.14871,

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-15T15:46:49.846456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 52757fdd-c531-4810-a42d-6ece33bc2852 · outbound

This paper cites Complete identification methods for the causal hierarchy.Journal of Machine Learning Research, 9:1941–1979,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Complete identification methods for the causal hierarchy.Journal of Machine Learning Research, 9:1941–1979,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:46:50.067901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 23cd4ebb-dceb-4df8-a33d-54d77777cbaa · outbound

This paper cites Semiparametric principal stratification analysis beyond monotonicity.arXiv preprint arXiv:2501.17514,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Semiparametric principal stratification analysis beyond monotonicity.arXiv preprint arXiv:2501.17514,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.323299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 527e1cdc-f964-402f-998d-e9a759688c1b · outbound

This paper cites Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.327720Z

Source-reported events for the cited work

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Observation dd638968-e4b8-4758-8a4b-3f4dfadc3b7c · outbound

This paper cites Quantifying Individual Risk for Binary Outcomes.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Quantifying Individual Risk for Binary Outcomes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.336748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f7ef036-6590-4676-ba64-5bcb12a20152 · outbound

This paper cites Regression Adjustment for Estimating Distributional Treatment Effects in Randomized Controlled Trials.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Regression Adjustment for Estimating Distributional Treatment Effects in Randomized Controlled Trials

Reference 1990

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.302838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76ddff9-58e0-4ed3-9e9f-82c0af2c3d6a · outbound

This paper cites Semiparametric Estimation of Long-Term Treatment Effects.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Semiparametric Estimation of Long-Term Treatment Effects

Reference 2005

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:46:49.978623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d4c73d21-b5b5-4439-bae5-c996fe8a4e54 · outbound

This paper cites Identification and estimation of joint potential outcome distribu- tions from a single study.arXiv preprint arXiv:2509.20506,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Identification and estimation of joint potential outcome distribu- tions from a single study.arXiv preprint arXiv:2509.20506,

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.308298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15702036-0b6d-480f-bbcd-d8fd538f70aa · outbound

This paper cites Cross-world assumption and refining prediction intervals for individual treatment effects.arXiv:2507.12581,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Cross-world assumption and refining prediction intervals for individual treatment effects.arXiv:2507.12581,

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.249125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b38c5cae-f79a-4a8d-b9df-101270e199e3 · outbound

This paper cites Distributional treatment effect with latent rank invariance.arXiv:2403.18503,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Distributional treatment effect with latent rank invariance.arXiv:2403.18503,

Reference 2013

Resolution: verified exact; raw_fallback, observed 2026-08-15T15:46:49.630322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c079722e-2242-46bd-96d0-b68397ba9ab4 · outbound

This paper cites Identifying the Distribution of Treatment Effects under Support Restrictions.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Identifying the Distribution of Treatment Effects under Support Restrictions

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.297208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51a2dc5a-2d3f-49c8-ba73-b4a69e095afa · outbound

This paper cites Causal analysis of ordinal treatments and binary outcomes under truncation by death.Journal of the Royal Statistical Society Series B: Statistical Methodology, 79(3):719–735, 2017a.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Causal analysis of ordinal treatments and binary outcomes under truncation by death.Journal of the Royal Statistical Society Series B: Statistical Methodology, 79(3):719–735, 2017a

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.332187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8f3fa8-06b8-4ee5-b444-02f3391d24f8 · outbound

This paper cites A First Course in Causal Inference.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes A First Course in Causal Inference

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.263475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a52eb4a-7154-463c-9749-a9f6eef204b3 · outbound

This paper cites Identifying the effect of persuasion.Journal of Political Economy, 131(8):2032–2058,.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Identifying the effect of persuasion.Journal of Political Economy, 131(8):2032–2058,

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:46:50.086239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation da8a6d6d-09e8-4c4d-bc1b-da112f0c18de · outbound

This paper cites Assessing Heterogeneity of Treatment Effects.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes Assessing Heterogeneity of Treatment Effects

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T15:46:49.291639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b429d6-509e-45d1-b5f7-e99a09d88cf9 · outbound

This paper cites From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy.

A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:46:49.870744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.