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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 16 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-reported events for the cited work

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source=arxiv_source observed=2026-08-14T12:33:06.418700Z digest=sha256:a08e0796136538fe183093432c2740810d7833e26dc893bdd15c5b254cb1b575

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=sha256:9346f49d9915ac7a01e54de5bdc54759e24166c813efd3411b38ef3b4feb93bd

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

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

source=arxiv_source observed=2026-08-14T12:33:06.430377Z digest=sha256:15602c455d299097a1fd3938edde8e1e50578d2b62333508858bda4cd8dc25ff

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=sha256:9bfd746f41e4922e3ba971562351d90685bef9337195d358053e926bd3c70a02

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:e4fdfb5c13476afe7448fb02b17efff945db687d5d4f3784ba24785831ba5368

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.

source=arxiv_source observed=2026-08-14T12:33:06.448450Z digest=sha256:5b607d2c368a044f13b8e571f83b6c49aaf5d95c933997d31cca31a61ece85cc

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:a10f7ea339da1e5477e8f7e672af26027f97bd4bf4663364b44846d0f61c54f2

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
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=2026-08-14T12:33:06.460720Z digest=sha256:856e17cefc8cbcf9f39c952de673e0d42f36e7049557ae1b9d388d649bfeed0f

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.

source=arxiv_source observed=2026-08-14T12:33:06.471353Z digest=sha256:e7f38d9f7f6f85eb4f64e6afaca40afb65721e0a7de0500c3dca5791f97cfd4e

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.

source=arxiv_source observed=2026-08-14T12:33:06.478045Z digest=sha256:7224b3f31242b9f8bc1723b3e9e2e4393b194468fc002047b8936301adc2bca4

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
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 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
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 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
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=2026-08-14T12:33:06.496043Z digest=sha256:fe962a612bf49b2eb50c41aa57b7b2c9f7b2591143e326b97b37ecbdfd61292f

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=sha256:26c3e3105f07dcbdaf14dae0a9e88463f17f35debe7d11f1f80214faad259627

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
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=2026-08-14T12:33:06.506736Z digest=sha256:6ccf8a20145d589c5c78e60ff928d1db26ec36c4dd7deacb4c0eb47a52d9cb97

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:33:06.512386Z digest=sha256:1281fdedf7a34da48e4dad9e32c1ba88a009edf57e96e9718a6d811c553132a3

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
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=2026-08-14T12:33:06.518157Z digest=sha256:0ac97f18d218fa587310a38499d428c96600d8ba04d78554d09c6f974ccf8f1c

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.

source=arxiv_source observed=2026-08-14T12:33:06.522978Z digest=sha256:84aedee4fec74c5de4fb15aad5ea0a8daa07edc9f5374050eb1bc148fc4e1af7

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.

source=arxiv_source observed=2026-08-14T12:33:06.532754Z digest=sha256:fb238729ba99a707cb97192882cf9b73ae51b8ed0904a6d7e2b0800281d9f78d

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=sha256:7dbf78d0143d3cf2e345a4f3649e69cad45c9459042f05d1aa1f7eddf644c7d7

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
raw_fallback, observed 2026-08-14T12:33:06.979575Z

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:dfa373bb7e855dd37da9505fcac90c2df42931173fbaa6720e75de9556ee57d7

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:f7be04cbe2785860ec9eac187e4d30604c06ea5e445f35ee3f5016d413af9106

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
raw_fallback, observed 2026-08-14T12:33:06.938186Z

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:cbcc7ab4fd4082c4bc2ae476a83a15405a645966a024c3edf4c22f0bffd049e4

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=sha256:370821bef4e19d9012197eae3bfe358ddacde4ea34b760ffb42cb53ad03773fb

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=sha256:6665fae3a0dab69c15c543547c9a3363c07060d3077d352cffd14324be034430

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=sha256:8e503f037f306c48ac09fbbda1401c40f7cf1b2139233e88748388e96e518f81

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:e60005391a5b04b21f01c36130e500119c5a93e124f32ccc150b4ea5f6cb9464

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.

source=arxiv_source observed=2026-08-14T12:33:06.578665Z digest=sha256:87874649ef32cd1ba2575b6fcdac1e66e9b7e35da85ada4c7a297b7496f218d8

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=sha256:61a60d308c549bca6f9f9d0bad72f3e1b53427786f638cec5abf4daca93c5e6f

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=sha256:2e35ef1906164f108f17128bf23130943c252fea57827e5d21d40dca7057fef8

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

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source=arxiv_source observed=2026-08-14T12:33:06.596092Z digest=sha256:9e85a2e643784d9b37177af83c0a6127bdeb15404dd666f586da255d4981c233

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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

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

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source=arxiv_source observed=2026-08-14T12:33:06.602003Z digest=sha256:ddbc0d398816c1fb93b4bc1ecbd7161d2c2fb1a5a2193fc77adc08f9d9bbbf57

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

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source=arxiv_source observed=2026-08-14T12:33:06.608534Z digest=sha256:fcbdcbf62afa40ce44276b80e10fe7ef0b2bc3cb871a9049f62d293a17ed4dae

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

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source=arxiv_source observed=2026-08-14T12:33:06.615404Z digest=sha256:e89e4fd29f8cc9aec9fe59fc6c147ac77ac2f37a4c2e9e8df3c2e3c893140ec0

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

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source=arxiv_source observed=2026-08-14T12:33:06.620924Z digest=sha256:bf5713404a4032e9d18ef829f75c3167619fde814b32797785503bbaf1e91593

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

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source=arxiv_source observed=2026-08-14T12:33:06.627398Z digest=sha256:61ac29cf28952920d1fed2ff8e259aa87d384ebb1894ada570e14dfd5a68febb

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