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Paper Citation Record · LEDGER

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula

As of 17 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:1908.07072.

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

pith.paper-citation-record.v1
1908.07072 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:33:06.627398Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

38 of 38 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2653d61b-4b8d-44dc-af64-c1eea0c69e2a · outbound

This paper cites An Empirical Transition Matrix for Non-Homogeneous Markov Chains Based on Censored Observations.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula An Empirical Transition Matrix for Non-Homogeneous Markov Chains Based on Censored Observations

Reference 1

Resolution
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source=arxiv_source observed=2026-08-14T12:33:06.418700Z digest=sha256:83ae5ad0cfe143c5e0eaa51e4f709bb9f51fb5db90a7c446355d17450f1d1abe

Observation a36932b1-9cf2-486d-8510-1610a48e6f1a · outbound

This paper cites Doubly robust estimation in missing data and causal inference models.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Doubly robust estimation in missing data and causal inference models

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.425107Z digest=sha256:0d9e1451d597b55be5e3f9706a15f09bbb448475b1f717c6330c887534000ae2

Observation a7abdd0f-dd60-4e12-84c5-10240858acd3 · outbound

This paper cites When to start treatment? A systematic approach to the comparison of dynamic regimes using observational data.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula When to start treatment? A systematic approach to the comparison of dynamic regimes using observational data

Reference 3

Resolution
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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-14T12:33:06.430377Z digest=sha256:88fd167fda8b30f89f0aee76ebe5f1d5b562ccd8fddbd0f7e189a47cfbad86fa

Observation 4df3cc56-b8d8-463e-bd99-4ee2d0fff45e · outbound

This paper cites truncreg : Truncated Gaussian Regression Models.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula truncreg : Truncated Gaussian Regression Models

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.436555Z digest=sha256:b99b7ceaf10062a66f22ff856642b9bc74be36cac6365379d8fade45a18bb7b1

Observation c55bf44e-eab1-428d-af0b-45f9d963d08c · outbound

This paper cites Population Intervention Causal Effects Based on Stochastic Interventions.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Population Intervention Causal Effects Based on Stochastic Interventions

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.442396Z digest=sha256:1d53c0da1656577243da6683a6615843183a7071fed0c32497c6c45e28aead9e

Observation a3a0381d-03ed-4b7a-b7e4-ca466aa2ea9c · outbound

This paper cites A proportional hazards model for the subdistribution of a competing risk.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula A proportional hazards model for the subdistribution of a competing risk

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3da172f5-4cd2-494d-99a5-0d4f8caf849d · outbound

This paper cites Estimation of the effect of interventions that modify the received treatment.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Estimation of the effect of interventions that modify the received treatment

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.455325Z digest=sha256:f467486b611acfe76069e10d3fda6f454bd467f4fa98a0587943e9557a9ec963

Observation a6226df8-a6dc-4b6c-9450-47bfffaf03de · outbound

This paper cites The hazards of hazard ratios.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula The hazards of hazard ratios

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.460720Z digest=sha256:fb00951befdaf9c20ac09b98bb2bf67ec5bf6240bd382c5d4e48aeb16b314a33

Observation ea5f378d-c09a-4ea2-afca-f0377e197fb7 · outbound

This paper cites Marginal structural models to estimate the causal effect of zidovudine on the survival of H I V -positive men.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Marginal structural models to estimate the causal effect of zidovudine on the survival of H I V -positive men

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4bc5ad3f-1fad-469d-a09f-99f7c24ebde5 · outbound

This paper cites A structural approach to selection bias.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula A structural approach to selection bias

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1a6de6e9-f011-49bf-86d1-3e291c01676d · outbound

This paper cites Comparison of dynamic treatment regimes via inverse probability weighting.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Comparison of dynamic treatment regimes via inverse probability weighting

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 9e86ce9c-94b3-4270-9293-b930c4d8a932 · outbound

This paper cites Observation plans in longitudinal studies with time-varying treatments.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Observation plans in longitudinal studies with time-varying treatments

Reference 12

Resolution
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Source-reported events for the cited work

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Observation 87743b76-c6f2-4751-b5ae-95fe94dfbcce · outbound

This paper cites Causal Inference.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Causal Inference

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 36aed3f4-9296-4eb6-b125-75fdb9959e02 · outbound

This paper cites The Statistical Analysis of Failure Time Data.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula The Statistical Analysis of Failure Time Data

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.496043Z digest=sha256:36a31626b32e850d041ff99b27da29a608c7d64f9ccbd7c324e3d294cb179f14

Observation f408af1a-ece1-48bf-8468-52d0950b7e73 · outbound

This paper cites Nonparametric estimation from incomplete observations.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Nonparametric estimation from incomplete observations

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.501588Z digest=sha256:06da699a8b2cdbddbc56745f283a93a2a19cbebdf0c776a1fa56726b17773f52

Observation c5b49054-bfae-482b-aaba-e74177e8ab88 · outbound

This paper cites Nonparametric Causal Effects Based on Incremental Propensity Score Interventions.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Nonparametric Causal Effects Based on Incremental Propensity Score Interventions

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.506736Z digest=sha256:65900c5c812d5995aa50d62478b7537f09119b9aa265dc02e6fe75bbffcdd204

Observation 5179ec2f-7d87-4dfe-ab4c-77e44cb2c95a · outbound

This paper cites ltmle : An R Package Implementing Targeted Minimum Loss-Based Estimation for Longitudinal Data.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula ltmle : An R Package Implementing Targeted Minimum Loss-Based Estimation for Longitudinal Data

Reference 17

Resolution
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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-14T12:33:06.512386Z digest=sha256:eea96305ba5496c4a28bc466d8c18de4a53ca6fd6d5f2fca3b775321997e6530

Observation 5f57f14e-5ae0-4b31-93ec-d35bdd3bfafd · outbound

This paper cites gfoRmula : Parametric G-Formula.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula gfoRmula : Parametric G-Formula

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.518157Z digest=sha256:62d413beecb81dfae0c3ba8576a80dce697cae33d21c73850a45115414732225

Observation 26892e13-ccde-4a2e-9f20-23dde7c14726 · outbound

This paper cites GFORMULA SAS MACRO.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula GFORMULA SAS MACRO

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b1368804-befa-4667-9cc4-305440384e9f · outbound

This paper cites Marginal Mean Models for Dynamic Regimes.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Marginal Mean Models for Dynamic Regimes

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 72a13c03-5632-4b96-a2dd-25aff89492d6 · outbound

This paper cites Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, P art I : M ain C ontent.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, P art I : M ain C ontent

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0b3443f1-a3d8-4aa2-a276-46289819c55f · outbound

This paper cites Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, P art I I : P roofs and A dditional R esults.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, P art I I : P roofs and A dditional R esults

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.537597Z digest=sha256:182e2ebf18d646444910c993e1b4b5f987cd22850a560b1cc7426ea0c83f0cb4

Observation 7ddd7256-1ae5-4f58-82d1-7288a4a5102d · outbound

This paper cites Single World Intervention Graphs (SWIGs) : a unification of the counterfactual and graphical approaches to causality.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Single World Intervention Graphs (SWIGs) : a unification of the counterfactual and graphical approaches to causality

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.542437Z digest=sha256:8ffeb57935594d0d4230f29f9bb9ce90fe97462920ddcbecc660718a7d6abdae

Observation a66ed22e-c98c-49e7-a94b-ed72ce7af066 · outbound

This paper cites A new approach to causal inference in mortality studies with a sustained exposure period: application to the healthy worker survivor effect.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula A new approach to causal inference in mortality studies with a sustained exposure period: application to the healthy worker survivor effect

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.956914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.546972Z digest=sha256:19183a2e905297de9f669c4e7a8b7d1a11e1394a8cb8a2832a389e0ab20c4d66

Observation 6dfc8651-0e2a-40f7-b9e8-f09671fd8170 · outbound

This paper cites Marginal structural models.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Marginal structural models

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.552277Z digest=sha256:7e9596b0a7b781bf63e1ed8dfc0e3413af9d065414dc0c112e1f49fa6e54a6f5

Observation d0749c6a-abfa-4603-ba2b-959eb46574a1 · outbound

This paper cites Estimation of the causal effects of time-varying exposures.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Estimation of the causal effects of time-varying exposures

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.920115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.557271Z digest=sha256:342ba5b6bdbab34d2896ef299e4b61da869b97858d11ffcb8393ef7fbd434620

Observation f31b2db0-9e8c-477a-9479-1dd35fa74bed · outbound

This paper cites Marginal structural models and causal inference in epidemiology.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Marginal structural models and causal inference in epidemiology

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.897679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.562147Z digest=sha256:61cf63f450f957159cc6b24ab912c7e7e7b649e42cb54003e8edd898407c1292

Observation 71773b2b-11e3-4822-8066-7553cbfa655e · outbound

This paper cites Effects of multiple interventions.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Effects of multiple interventions

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.877407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.567534Z digest=sha256:fdcb19cb1c596611974ad6e7ca7b90cf030d8d6e04ae6b736e8457d7340840c1

Observation 4dffd05a-8f1f-4599-8128-271e7aeaefac · outbound

This paper cites Estimation of effects of sequential treatments by reparameterizing directed acyclic graphs.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Estimation of effects of sequential treatments by reparameterizing directed acyclic graphs

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.859044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.573496Z digest=sha256:43546eb22dbe895d89b03c528dd6c6ca4af1e339380c440163a5aa0af4a1c912

Observation 4c34e2a6-e5dc-4ef5-9aae-d9a9f6d02092 · outbound

This paper cites Intervening on risk factors for coronary heart disease: an application of the parametric g-formula.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Intervening on risk factors for coronary heart disease: an application of the parametric g-formula

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.839793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4f526767-ce7f-4f50-852a-e5dcc50628e4 · outbound

This paper cites History-Adjusted Marginal Structural Models and Statically-Optimal Dynamic Treatment Regimens.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula History-Adjusted Marginal Structural Models and Statically-Optimal Dynamic Treatment Regimens

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.818062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.584619Z digest=sha256:9c1e89e785d2c847717f5ac4249bce2e3ea4dcc0545e18f60767c5a53f91820f

Observation 6d5d6d6c-1123-40d2-981c-9e1bcb27edff · outbound

This paper cites Modern Applied Statistics with S.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Modern Applied Statistics with S

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.799863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.590344Z digest=sha256:a463043c9d619063c40db73fd8fce446aec4e4d8984cb76edf24c4da9b1070fc

Observation 13dfeb7f-2176-4e47-9472-40eecad66c82 · outbound

This paper cites Inverse probability weighted estimation of risk under representative interventions in observational studies.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Inverse probability weighted estimation of risk under representative interventions in observational studies

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.781277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.596092Z digest=sha256:fd42860305280cd2ee4e6376bdcc770eb337ec9d9f36c9bf2054a68f2fb2bcde

Observation e23d43c9-7c26-4848-bc3d-510889c29cde · outbound

This paper cites A causal framework for classical statistical estimands in failure time settings with competing events.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula A causal framework for classical statistical estimands in failure time settings with competing events

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:33:06.694586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.602003Z digest=sha256:778372bfea03d6b7b63d75f9efd4fc71bf532410316d1e944efd44eb2c3cc0b9

Observation 412dade3-83c5-4afd-9d36-6cc7e3ba88cb · outbound

This paper cites Comparative effectiveness of dynamic treatment regimes: an application of the parametric g-formula.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Comparative effectiveness of dynamic treatment regimes: an application of the parametric g-formula

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.759744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.608534Z digest=sha256:36ce6d30619651ed0ed96a748b967ae0fe5466cd04f21e294d1da4a5b371a3a7

Observation 312b6f50-4615-47b3-a2bc-24d0382ce9bb · outbound

This paper cites Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:33:06.740668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-14T12:33:06.615404Z digest=sha256:b360bfbf1a138705e03f71e6a4bc5f6184f52699e8ea80ed8667152fff58c385

Observation e8a00cb8-467d-4fae-a3e9-e31714f18ae3 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula , " * write output.state after.block = add.period write newline

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-14T12:33:06.620924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:33:06.620924Z digest=sha256:b49cdfe04823e8487711be71c224ca8572bad9b6d6ad4aea6aab274f68e66fa3

Observation d6abf174-01e2-4671-8d31-085f70ed5c0d · outbound

This paper cites write newline.

gfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula write newline

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T12:33:06.627398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:33:06.627398Z digest=sha256:53ecdc2fdc443a0cfc7c6baeabd5c70173b29652603b1d9c5f0050ea37b28e5f

Pith citing papers

No inbound Pith citation observations are available.