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A Bayesian Approach to the G‐Formula via Iterative Conditional Regression

Statistics in Medicine(2025)10.1002/sim.70123Source: DataRank Database

A Bayesian Approach to the G‐Formula via Iterative Conditional Regression is a research paper published in Statistics in Medicine (2025). On theSindex it has a DataRank of 0.

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (8 grants)OA: bronzeTopics (26)IDs (PubMed)

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Authors (5)

Liangyuan Hu ORCID,F. Perry Wilson ORCID,Joshua L. Warren ORCID,Fan Li ORCID,Ruyi Liu ORCID

Live enrichment

PubMed:40476299

Patient-Centered Outcomes Research Institute

Grant: ME‐2021C2‐23685

National Heart, Lung, and Blood Institute

Grant: 1R01HL159077‐01A1

National Heart, Lung, and Blood Institute

Grant: R01‐HL168202

NHLBI NIH HHS

Grant: R01 HL168202

Patient-Centered Outcomes Research Institute

Grant: ME-2021C2-23685

NHLBI NIH HHS

Grant: R01 HL159077

NHLBI NIH HHS

Grant: 1R01HL159077-01A1

NHLBI NIH HHS

Grant: R01-HL168202

bronzeLicense: http://onlinelibrary.wiley.com/termsAndConditions#vor

publisherhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/sim.70123

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.70123

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12184534/

Fields of Study

Bayes TheoremHumansAlgorithmsComputer SimulationLongitudinal StudiesRegression AnalysisObservational Studies as TopicModels, StatisticalMachine LearningCausality

MeSH Terms

Bayes TheoremHumansAlgorithmsComputer SimulationLongitudinal StudiesRegression AnalysisObservational Studies as TopicModels, StatisticalMachine LearningCausality

Keywords

Bayesian additive regression treescausal inferenceg‐formulalongitudinal propensity scoreobservational studiestime‐varying confounding