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Paper Citation Record · LEDGER

Robust and efficient multiple-unit switchback experimentation

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2506.12654.

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

pith.paper-citation-record.v1
2506.12654 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:54:32.942691Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T23:28:31.210579Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T23:34:04.601969Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact1
  • verified fuzzy7
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0dee13bc-30ce-4c77-a299-59fa1beac995 · outbound

This paper cites Aronow and Cyrus Samii.

Robust and efficient multiple-unit switchback experimentation Aronow and Cyrus Samii

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:34.633290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:31.644249Z digest=sha256:629af4cc5d710bd0cf11393b9a968dd35f7a5f14d8d2bdb01048e0b6bae0bc86

Observation c92f047c-be65-440a-a869-c0bd575d98fd · outbound

This paper cites Clustered Switchback Designs for Experimentation Under Spatio-temporal Interference.

Robust and efficient multiple-unit switchback experimentation Clustered Switchback Designs for Experimentation Under Spatio-temporal Interference

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:32.244275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:32.244275Z digest=sha256:6c26be60fedf1f33bfa0c5d782cc4f761ec701660ec03ee3c6b9609fd0ee8224

Observation 1861d895-4287-48ba-8532-ff870c1ba4fc · outbound

This paper cites Lorenzo Masoero, Suhas Vijaykumar, Thomas Richardson, James McQueen, Ido Rosen, Brian Burdick, Pat Bajari, and Guido Imbens.

Robust and efficient multiple-unit switchback experimentation Lorenzo Masoero, Suhas Vijaykumar, Thomas Richardson, James McQueen, Ido Rosen, Brian Burdick, Pat Bajari, and Guido Imbens

Reference 9

Resolution
verified exact
raw_fallback, observed 2026-08-07T00:54:33.288849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:32.461995Z digest=sha256:aacef10f565128e395f04211ee10a9dd4c45721d25ff7d17cafbd77b2e9fd022

Observation 78a597b1-9d7f-4dc2-9c7f-46955109876a · outbound

This paper cites Using Ego-Clusters to Measure Network Effects at LinkedIn.

Robust and efficient multiple-unit switchback experimentation Using Ego-Clusters to Measure Network Effects at LinkedIn

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:32.575564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:32.575564Z digest=sha256:6b12c9e89723f91b44f30341af5a5ea7cbabe2fd39bcb6f469f59ef9933c00f6

Observation cf65128f-e3ca-4044-9cfe-7c6f6fe6b002 · outbound

This paper cites Moreover, Assumption 2 and Assumption 4 allow us to write each potential outcome Yn,s as a function of only the assignments 23 [Wn,s−p,.

Robust and efficient multiple-unit switchback experimentation Moreover, Assumption 2 and Assumption 4 allow us to write each potential outcome Yn,s as a function of only the assignments 23 [Wn,s−p,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:33.521196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:32.942691Z digest=sha256:5ce9f08ed71ec25d9966981750826928b9fe9c68577f0278bb41013273ba5f22

Observation f061e99f-94e6-4e8a-ab86-e9512ba60329 · outbound

This paper cites Interference, bias, and variance in two- sided marketplace experimentation: Guidance for platforms.

Robust and efficient multiple-unit switchback experimentation Interference, bias, and variance in two- sided marketplace experimentation: Guidance for platforms

Reference 1864

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:33.787591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:32.343292Z digest=sha256:b451a773c38645368cb5d3bf93bd1e61f1815337454984a192476f8ba960205b

Observation 0c9f5839-b3f1-4d67-9f15-aa3acdb66f53 · outbound

This paper cites Science of price experimentation at Amazon.

Robust and efficient multiple-unit switchback experimentation Science of price experimentation at Amazon

Reference 1941

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:34.070489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:31.912473Z digest=sha256:ebf74935957eac5218d60333abe51c3a5695160fbff0ade09d3eb3c91897107f

Observation f2934523-38ff-4548-a14e-9847e70a9b85 · outbound

This paper cites Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs.

Robust and efficient multiple-unit switchback experimentation Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs

Reference 1949

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:32.836969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:32.836969Z digest=sha256:80826c0c2cf67455c787e875be45d4797003e188da059b4161a4faf241128e85

Observation fdf3468f-1eaa-4bce-aded-b54391ec36c3 · outbound

This paper cites Switchback experiments under geometric mixing.

Robust and efficient multiple-unit switchback experimentation Switchback experiments under geometric mixing

Reference 1952

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:32.129728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:32.129728Z digest=sha256:f2b06e5017ce9c7d759945b5cee6a45e53e596151d0aeb18c4c7d0f8ad17185f

Observation 3d7d8bf1-de7b-4f32-bce8-69adf777de0a · outbound

This paper cites URL https://doi.org/10.1214/16-AOAS1005.

Robust and efficient multiple-unit switchback experimentation URL https://doi.org/10.1214/16-AOAS1005

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:31.724302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:31.724302Z digest=sha256:9ae0b40597dd7891830901e177d8c729dd4e25207031e4f53d668555719f375c

Observation 542e0efe-ae78-450e-9026-d96f50f77c0c · outbound

This paper cites EJ Williams.

Robust and efficient multiple-unit switchback experimentation EJ Williams

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:33.659880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:32.689270Z digest=sha256:6a22d443b46ff2c974623fc07cb0538aac746301280a0c9971d28d6593be7a82

Observation d49fd0d0-92d5-4683-bb7d-56a42ea7ec30 · outbound

This paper cites The use of triangulation in qualitative research.

Robust and efficient multiple-unit switchback experimentation The use of triangulation in qualitative research

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:34.334755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:31.832991Z digest=sha256:df209fae8e1abd1425b51d58624d6cc9dd20283014e7ee6a7794badb609b3fe2

Observation 8f4bcb23-89a9-43f0-9061-10adbfca2210 · outbound

This paper cites Accessed: 2025-01-27.

Robust and efficient multiple-unit switchback experimentation Accessed: 2025-01-27

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:33.845609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:54:32.053806Z digest=sha256:ded3187dcdc91297b6c3065af26793c8eaf3210a35845376e9f32886c1cc0907

Pith citing papers

Observation 34d6525e-acf6-42bb-94b4-bdd8c8a70e84 · inbound

Principled analysis of crossover designs: causal effects, efficient estimation, and robust inference cites this paper.

Principled analysis of crossover designs: causal effects, efficient estimation, and robust inference Robust and efficient multiple-unit switchback experimentation

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-17T22:42:10.847033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-17T22:41:14.804154Z digest=sha256:edcb3da299a3a03dc3c1050b9dbaba8118f461561c9a2079110eda610f262244

Observation 43b9d35c-307e-45c1-8291-91db5b7aeef2 · inbound

Choosing Online Experiment Designs under Interference in Ads, Recommendations, and Member-Experience Systems cites this paper.

Choosing Online Experiment Designs under Interference in Ads, Recommendations, and Member-Experience Systems Robust and efficient multiple-unit switchback experimentation

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T23:34:04.603546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T23:28:31.210579Z digest=sha256:e9db0ce40c8305377d5cf70f8d2f074f70ef9a31cd8daf6cadbc42cfc33f0e64