Pith. sign in

Paper Citation Record · LEDGER

Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2201.12692.

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

pith.paper-citation-record.v1
2201.12692 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:13:55.320100Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T18:12:42.629685Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e84735fe-0039-4cc3-a8ff-78a28930a245 · inbound

From Observational Data to Clinical Recommendations: A Causal Framework for Estimating Patient-level Treatment Effects and Learning Policies cites this paper.

From Observational Data to Clinical Recommendations: A Causal Framework for Estimating Patient-level Treatment Effects and Learning Policies Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:55.320100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:55.320100Z digest=sha256:51d6431c3f6ca853ff67d809c211c3ebd4de25841ba7a33a00608118082d388f

Observation 26bf28fd-8ff9-4ea4-a2e5-ae7aa6c142d3 · inbound

crossfit: A Graph-Based Cross-Fitting Engine in R cites this paper.

crossfit: A Graph-Based Cross-Fitting Engine in R Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-19T18:12:42.631588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T18:08:40.716617Z digest=sha256:e7340c52a265c8fcbdb4e4c2ef51c7cb48a342a129a848259747397a965ecd25