Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:22:12.636859Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2608.11327.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:22:12.636859Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 76941079-3f95-4d41-975a-a847287c7826 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dce5acb9-de06-4960-947f-66f8a346f7f3 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Chronos-2: From Univariate to Universal Forecasting
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa8c6a85-c497-4dde-b051-11b4b893f56a · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Bernard and Jacob K
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0075e5ed-6875-4a9f-85a7-050136eac33c · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Random forests
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf2f937f-e981-4f6c-b82a-ba6a7d391bad · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Missingfinancialdata
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cda89905-79bd-4765-a060-d481e286b52a · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Campbell, Harrison Ham, Zhongjin (Gene) Lu, and Katherine Wood
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 135a780c-ed8b-4e24-842a-dbdf37b955f0 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Uncertainty-awarelookaheadfactor models for quantitative investing
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8350d6fd-2091-4c73-851c-0e18a68de642 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Predicting future earnings changes using machine learning and detailed financial data.Journal of Accounting Research, 60(2):467–515, 2022
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82ffb813-dd4c-48b5-9c92-5f07d20c95ee · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma A decoder-only foundation model for time-series forecasting
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1c1201bd-7829-4b1d-8ea6-ff27d6e97ba9 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Noise in expectations: Evidence from analyst forecasts
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a7889f6-e7f0-4e8c-b8c7-4218f79e1e3f · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Diebold and Roberto S
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cf27567-7703-4fa3-9dab-81c1b16c3f99 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Fore- casting company fundamentals
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68884e1d-879b-4471-b516-929ba4893513 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Fama and Kenneth R
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3bcb87ec-2aea-4a4d-9bf3-bba4e00bd495 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Quarterly accounting data: Time-series properties and predictive-ability results
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation abef356e-5176-4bbb-ab75-3a5b69cd0ce4 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Projecting financial statements with chained machine learning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation deac43cb-0bd0-410d-83d8-04b9a4c9ad7c · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Point and probabilistic forecast reconciliation for general linearly constrained multiple time series.Statistical Methods & Applications, 33 (2):581–607, 2024
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 511bea0e-35a8-47ae-929c-a35bdec00872 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcc3dbef-8921-48de-9a6f-b60386ed32aa · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Thecontin- uousrankedprobabilityscoreforcircularvariablesanditsapplicationtomesoscaleforecast ensembleverification
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 342cca11-8536-4394-882c-8eb1fd5e6826 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f433ee7-90ab-4d40-8746-57c48d5025a5 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Large language models are zero-shot time series forecasters
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7105b6f6-d893-4791-9ce7-f9bea3473cc8 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Testing the equality of prediction mean squared errors.International Journal of Forecasting, 13(2):281–291, 1997
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11bdcf97-8143-4933-a879-18448d7d1839 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Kelly, and Lasse Heje Pedersen
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c98492f0-5453-4770-9f29-cc4adc7d7476 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Interpretable machine learning for earnings forecasts: Leveraging high-dimensional financial statement data.SSRN Working Paper 4619313, 2026
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cbc17768-d06a-432c-a707-f1b03b6687eb · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma van Dijk, and Yinglei Zhang
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9be65465-890f-4901-ba48-a5d94db01a94 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Machinelearningandthepredic- tion of changes in profitability.Contemporary Accounting Research, 40(4):2643–2672, 2023
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 96c3ef0f-c1ef-40b8-a575-4d2bca6365d3 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 66ce4920-fdfd-4b8b-9068-720d888d4e72 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Kosiorek, Seungjin Choi, and Yee Whye Teh
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation addc4fff-6c74-446a-8c99-dd9943d2827b · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Li and Partha Mohanram
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dfc225d6-3acb-4012-8b73-8033bbb7e96c · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Newey and Kenneth D
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e74166a-5ce9-4494-89f1-4b9393e17424 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6e8e6155-031c-4d21-88af-6811d09e0489 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Probabilisticforecastreconciliation: Properties,evaluationandscoreoptimisation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 865989f7-f2b7-4b37-b2e7-1bf1b6844c9e · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Analysts’ forecasting models and uncertainty about the past
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b5601807-157c-4e5d-9eb9-6a38cb2dbf7a · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Werner, Konstantinos Benidis, Pedro Mercado, Jan Gasthaus, and Tim Januschowski
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f95197e9-bf05-40cd-903c-7b5be7ae4b0e · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma On the pitfalls of heteroscedastic uncertainty estimation with probabilistic neural networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ca54c166-7466-4d46-8747-18722c570fc4 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73b3ef42-f4b6-4db3-82a8-2c0eeefece8e · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Merrill, Vinayak Gupta, Tim Althoff, and Thomas Hartvigsen
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fc0d00fc-4716-4105-91a0-fc3075485bbb · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Attention is all you need
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9511ee1c-4b85-42e7-b5c3-977adde09199 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Waggoner and Tao Zha
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7d96c7f9-cc7b-47ce-b119-9012af0e0dcd · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Wahlen, Stephen P
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6da09522-09e5-4ebb-8b70-a9fbe3dd1c58 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Wickramasuriya, George Athanasopoulos, and Rob J
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c38a729b-9c18-4806-a3a0-138ae2de4404 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Aretransformerseffectivefortimeseries forecasting? InProceedings of the AAAI Conference on Artificial Intelligence,volume37,pages 11121–11128, 2023
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9d95bcb-0edc-4039-a520-ecbfd928f68a · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma [12]) Five selected items across all three statements 1 or 5 1 24 models 𝑑 Varies Varies — Chained statements (Geertsema et al
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1dee199c-e7db-4bb5-9f2b-aaded47fdf55 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 94cab869-1670-4ab9-9141-8040dc2d6d16 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6d695336-2737-4fc9-af8c-3daa1328bb37 · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8bf8af5a-5f5f-4a2e-88f4-8d2d323786fd · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma ppentq[t] ~= ppentq[t-1] + capxq - dpq, with capxq projected as a share of revtq
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0598d236-53db-4783-ab5d-b124cfbf044f · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma A RISE in receivables or inventory is a USE of cash (subtract); a rise in payables is a SOURCE (add); dpq is a positive add-back
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6dfb5653-bc58-49d6-b16f-f09074af53af · outbound
Long-Horizon Forecasting of Complete Financial Statements with Forma Unresolved cited work
Reference 2021
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.