Paper Citation Record · LEDGER

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2507.12241.

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

pith.paper-citation-record.v1
2507.12241 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:56:13.054020Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

30 of 30 outbound references displayed

verified exact10
verified fuzzy5
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25185dc1-578d-432f-9287-c4de0d51b863 · outbound

This paper cites Angelo de Claro, Lola Fashoyin-Aje, Nicole Gormley, Tamy Kim, Steven Lemery, Gautam U.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Angelo de Claro, Lola Fashoyin-Aje, Nicole Gormley, Tamy Kim, Steven Lemery, Gautam U

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:56:13.467715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a4841ef6-7b94-4189-aab1-2a13a639e465 · outbound

This paper cites an unresolved cited work.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.176993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a7d668a3-1fcf-494a-b870-d7d51bb7a0fe · outbound

This paper cites an unresolved cited work.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:11.766770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb952130-e8fd-4088-8eab-07af0b690171 · outbound

This paper cites Beaver, Lynn J.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Beaver, Lynn J

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:56:13.332545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d3e62b95-2fcc-4c10-b1f2-d7dbbf6d6f55 · outbound

This paper cites Bucher, Gordon H.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Bucher, Gordon H

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:11.842421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc9dc3d6-7fba-4ce7-b465-98462ad2963b · outbound

This paper cites Park, Jeroen P.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Park, Jeroen P

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.543136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 680922ee-3063-4465-b5ee-26a69670fe0a · outbound

This paper cites Jaime Caro and K.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Jaime Caro and K

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:12.195144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6239fc-5304-4a98-88d0-5c9076af9f7f · outbound

This paper cites Matching-Adjusted Indirect Comparison Studies in Oncology: A Scoping Review Focused on Reporting Quality.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Matching-Adjusted Indirect Comparison Studies in Oncology: A Scoping Review Focused on Reporting Quality

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.159595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 32d17f65-d6f8-4275-b3dd-72b17ce1fb55 · outbound

This paper cites The Effects of Model Misspecification in Unanchored Matching-Adjusted Indirect Comparison: Results of a Simulation Study.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study The Effects of Model Misspecification in Unanchored Matching-Adjusted Indirect Comparison: Results of a Simulation Study

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:12.481583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69819a12-bb85-4c4f-9021-30c3ba12e634 · outbound

This paper cites Causal Inference: What If.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Causal Inference: What If

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.534109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 984ec3ba-8955-47ac-ab3a-f7d494f79398 · outbound

This paper cites Samjoo, and Chris Cameron.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Samjoo, and Chris Cameron

Reference 11

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.524752Z

Source-reported events for the cited work

correction dated 2025-01-06. Source: crossref record 10.1007/s12325-024-03087-2->10.1007/s12325-024-03013-6:correction, observed 2026-07-11T02:59:43.68825+00:00. This notice travels one citation hop only.

Observation 4e909966-6fad-4aff-a311-6c5b8a7dfd1f · outbound

This paper cites Thomas, and Fan Li.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Thomas, and Fan Li

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:12.927039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3616a6-469f-4525-9400-8a82abe1ba2c · outbound

This paper cites Considerations for Single-Arm Trials to Support Accelerated Approval of Oncology Drugs, November 2024.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Considerations for Single-Arm Trials to Support Accelerated Approval of Oncology Drugs, November 2024

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.515672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 149d87e3-8607-44ea-b70a-262ff6a9e915 · outbound

This paper cites The Acceptance of Indirect Treatment Comparison Methods in Oncology by Health Technology Assessment Agencies in England, France, Germany, Italy, and Spain.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study The Acceptance of Indirect Treatment Comparison Methods in Oncology by Health Technology Assessment Agencies in England, France, Germany, Italy, and Spain

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.014039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1445a698-7329-401d-ab5f-9354237bbbaf · outbound

This paper cites Park, Harlan Campbell, Kevin Towle, Yong Yuan, Jeroen P.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Park, Harlan Campbell, Kevin Towle, Yong Yuan, Jeroen P

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.135191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 20ccc913-505a-49ce-a287-49d0b6dfada8 · outbound

This paper cites Phillippo, Anthony E.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Phillippo, Anthony E

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.019176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e8d8e1e-c65e-458b-b8b5-64d112d247d9 · outbound

This paper cites Phillippo, Sofia Dias, A.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Phillippo, Sofia Dias, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.507449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 16b794e7-4509-4cd5-81a7-f458d7855738 · outbound

This paper cites an unresolved cited work.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:13.499460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation da5ea448-27a2-4000-b17d-bb5f16c52ac4 · outbound

This paper cites Target estimands for population-adjusted indirect comparisons.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Target estimands for population-adjusted indirect comparisons

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.027172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d79c4e7-5d60-4fe6-9354-f7978bf45bff · outbound

This paper cites Methods for population adjustment with limited access to individual patient data: A review and simulation study.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Methods for population adjustment with limited access to individual patient data: A review and simulation study

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.029902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b768bac-6d75-43f6-bfb9-8079b5742784 · outbound

This paper cites target estimands for population-adjusted indirect comparisons.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study target estimands for population-adjusted indirect comparisons

Reference 21

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.112536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4452f80f-3d91-4884-9684-04b9b0b58fa3 · outbound

This paper cites A method- ological review of population-adjusted indirect comparisons reveals inconsistent reporting and suggests publi- cation bias.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study A method- ological review of population-adjusted indirect comparisons reveals inconsistent reporting and suggests publi- cation bias

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.104503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 28d278ed-bb52-4f0f-be62-bb2fe6d514a7 · outbound

This paper cites Signorovitch, Eric Q.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Signorovitch, Eric Q

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.037681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d806d291-9119-40fc-8eb1-2bae189b7085 · outbound

This paper cites an unresolved cited work.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:13.491057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 04058192-0476-48e8-8a70-4efedd1426dc · outbound

This paper cites Tran, Tuan Anh Le, Thi Thu Pham, and Tat-Thang V o.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Tran, Tuan Anh Le, Thi Thu Pham, and Tat-Thang V o

Reference 25

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.092463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 092c1f54-b456-4ec2-b7b6-509f17c2aaed · outbound

This paper cites Rapid access to innovative medicinal products while ensuring relevant health technology assessment.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Rapid access to innovative medicinal products while ensuring relevant health technology assessment

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.044672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b55b814-269f-419b-a3b8-44688fa6339f · outbound

This paper cites Matching-adjusted Indirect Comparisons vs Propensity Score Matching with Individual Patient-level Data to Estimate Treatment Efficacy.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Matching-adjusted Indirect Comparisons vs Propensity Score Matching with Individual Patient-level Data to Estimate Treatment Efficacy

Reference 27

Resolution: verified exact; doi, observed 2026-08-06T16:56:13.084455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2d420d13-f270-4781-8fbc-fe9c4a9c72cc · outbound

This paper cites Harmonic transform-based density estimation method for uncertainty propagation and reliability analysis involving multi-modal distributions.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Harmonic transform-based density estimation method for uncertainty propagation and reliability analysis involving multi-modal distributions

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.049151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d5a02c-f7d6-46f2-94f1-8d549c7113da · outbound

This paper cites Moving toward best practice when using propensity score weighting in survey observational studies, January 2025.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Moving toward best practice when using propensity score weighting in survey observational studies, January 2025

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:13.476365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3834f3d1-ed12-44fd-a958-49ab74278216 · outbound

This paper cites Hubbard, Jessica Chubak, Jason Roy, and Nandita Mitra.

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study Hubbard, Jessica Chubak, Jason Roy, and Nandita Mitra

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:13.054020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.