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A pilot design for observational studies: Using abundant data thoughtfully

Statistics in Medicine(2020)10.1002/sim.8754Source: DataRank Database

A pilot design for observational studies: Using abundant data thoughtfully is a research paper published in Statistics in Medicine (2020). On theSindex it has a DataRank of 0. It has been cited 2 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access2 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 0.40)OA: greenTopics (39)IDs (PubMed, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (3)

Dylan Greaves,Michael Baiocchi ORCID,Rachael C. Aikens ORCID

Live enrichment

PubMed:33015867 OpenAlex:https://openalex.org/W3020581684

Foundation for the National Institutes of Health

Grant: 32 LM012409

National Institutes of Health

Grant: 1T32LM012409-01

Biomedical Data Science Graduate Training at Stanford

FWCI

0.40

Citation Percentile

0.6%

Citation Trend

2021

2022

greenLicense: Wiley Online Library User Agreement

repositoryhttps://arxiv.org/pdf/1908.09077

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.8754

publisherhttps://onlinelibrary.wiley.com/doi/full-xml/10.1002/sim.8754

repositoryhttp://arxiv.org/abs/1908.09077

Fields of Study

Advanced Causal Inference TechniquesStatistical Methods and InferenceStatistical Methods and Bayesian Inference05 social sciences01 natural sciences0502 economics and business0101 mathematics

MeSH Terms

Computer SimulationHumansPrognosisResearch DesignPropensity Score

Keywords

Observational studyPropensity score matchingSample size determinationComputer scienceOverfittingResearch designMatching (statistics)Set (abstract data type)Contrast (vision)Randomized experimentStatisticsMachine learningArtificial intelligenceMathematicsFOS: Computer and information sciencesmatchingassignment-control plotsPrognosisprognostic scoreApplications of statistics to biology and medical sciences; meta analysisMethodology (stat.ME)HumansComputer Simulationcausal inferencePropensity Scoreobservational studiesStatistics - Methodology

Sustainable Development Goals

SDG 0: No poverty