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Paper Citation Record · LEDGER

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference

As of 23 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2502.07275.

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

pith.paper-citation-record.v1
2502.07275 v3

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:22:50.274680Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:04:22.004390Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:31:24.337011Z

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a4b0573-b2fb-4dff-9a96-23f6ca477f32 · outbound

This paper cites For each subgroup g ∈ {1,.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference For each subgroup g ∈ {1,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:22:50.556359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.192797Z digest=sha256:3bc86b9e6685c343cc10d7967eddcd8a6558a90d11bc3dba73273cf948c6686e

Observation 231e5392-9add-43c3-acea-040952532cba · outbound

This paper cites 1 ng nX i=1 ˆGg(Xi) {Yi(1) − Yi(0)} # = E.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference 1 ng nX i=1 ˆGg(Xi) {Yi(1) − Yi(0)} # = E

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:22:50.543441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.198085Z digest=sha256:1f7c47a1d89e0b2bc31d5abffdaab6b333275406c67e8f5b6f677682f187d137

Observation 54d6a11e-2355-4380-8492-872e7e0c18cf · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.530844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.203187Z digest=sha256:e4284d00f57d0ee6b65c15bc8644bfa0c3cc99c5e0be20e685349cb4996bfaba

Observation b80e362c-1f4a-4b16-bd8c-685616f1de4f · outbound

This paper cites , G} and PG g=1 π∗ g = 1.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference , G} and PG g=1 π∗ g = 1

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:22:50.517889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.207623Z digest=sha256:72deb54bebc42427753e81afffbe2dda750d8f576bce47eefc4207c72b3daca1

Observation 14501dc3-7d5e-4c75-98ef-6412c1b003e7 · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.505201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.212378Z digest=sha256:c31a6f2c2dd5ed1ab7e8b16fce3f8a19b4ac6d6196f027d9f9c955db8ae301df

Observation 86f7fc40-7e85-4a9a-9c19-195fbab0e55f · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.492163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.216908Z digest=sha256:d8528649a274a118fe519395e6c1e0123883c9de55b534eebe5c75f00f2db484

Observation 5fa5f03c-cb8a-477f-b55d-8cfd5818367a · outbound

This paper cites CT", cv.option =.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference CT", cv.option =

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:22:50.478653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.221471Z digest=sha256:1d64085648d0dcd4cc69c7b7e96619c6fdfcdd29c551c43528d79f907fbec409

Observation 06980d9f-83f5-448f-8bf6-bc6ce3b4071b · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.465114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.226259Z digest=sha256:c267861a5bf0e18d041bfff091fb0a8b3c91174e2ccded52cc224850fe8fc446

Observation ae27f78b-fdcd-4882-b2eb-e508d08ed407 · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.451347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.231135Z digest=sha256:2058b85d3c61a5d77600c2a25d8fd19ab8cfb8265e57875cc3f87d754caf55a2

Observation 884257ab-8cc1-4776-8e60-0cb76e1b15d5 · outbound

This paper cites D.2 Additional Simulation Settings We next present additional simulation results to complement the main results, shown in Section 5.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference D.2 Additional Simulation Settings We next present additional simulation results to complement the main results, shown in Section 5

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:22:50.437246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.235455Z digest=sha256:84f147e53214c5d17d86d3e659573d94c63e6d3bf3b900d887370d71609e5661

Observation af53b825-e3a5-4763-93c5-4716a69a89fb · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.422817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.240352Z digest=sha256:bb0599383177456d7daf468096c54c9cdded79ea723f5ac7b7ff9b34bfec6247

Observation e09192dc-7a22-4209-96ac-3ddc630296dd · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.409226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.244822Z digest=sha256:90ef03b7841da7f22accd85b2b9faf8c2a23ecd008f2d86b62e268e9d93e25f7

Observation 41e40957-5603-4c61-8e44-31580e771a0d · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.394890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.249411Z digest=sha256:6e0e9c9cfc54348d71d8129e720c716646dfd3ca88606506fbd38b11eb02f931

Observation 820030d1-6ec2-4081-b400-f7e8a1e509a1 · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.380036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.253624Z digest=sha256:4050c1d8916ea588f686195f6b2119b86886eac4e43a473aeb1cafe042ed6817

Observation a935f54e-7436-4c54-b48a-cc54a2ddb36d · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.365913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.258818Z digest=sha256:5ac55bddf069668a0c0e65999e06c6a97c17ab97a0414231eef00f3bdca88f29

Observation 5151fc45-3aae-4a94-b7be-f2d687e516d2 · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.352271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.262932Z digest=sha256:83f8b35c079ffd3ab1b4fa14460bc1a4db2b404ad0bb04c5aee899e1c947e8db

Observation 3af74834-5bad-4e07-849f-58a80ae5e222 · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.338018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.267005Z digest=sha256:c120370eab3df90775799dc76859dccfd9472608fe0c75b32bee976be4b85d6f

Observation b26b2e91-619c-4755-9407-ecebc83a5e7e · outbound

This paper cites an unresolved cited work.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:22:50.324686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T13:22:50.270770Z digest=sha256:5ac7d9f7f056b43176d5e1cbdef6cc9978933b7bf75ea997ded64295c7149b42

Observation e4650270-baba-4780-a99d-135f45dca8ff · outbound

This paper cites Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects.

Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-08T13:22:50.274680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:22:50.274680Z digest=sha256:91a11d86b70ba2310c2219417bac48ad26487e4d8b63483564b038cea98f1d03

Pith citing papers

Observation 26a4b0d4-fe74-443e-9d30-cc1efff1b255 · inbound

Decision Theoretic Subgroup Detection With Bayesian Machine Learning cites this paper.

Decision Theoretic Subgroup Detection With Bayesian Machine Learning Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T05:04:22.004390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:04:22.004390Z digest=sha256:a8029d4a950bc9b68eeb173ff4401554793b2e24732913a9db5580b8148e460d

Observation db504839-798d-49a7-8fe8-3f4550bfab86 · inbound

Causal Stability Selection cites this paper.

Causal Stability Selection Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:31:24.342188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-12T02:47:19.987390Z digest=sha256:12af3a6356e4b5ab5d24decf5fe8a67a3335bf8847f6ab80570566c33f449969