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Using leave‐one‐out cross validation (LOO) in a multilevel regression and poststratification (MRP) workflow: A cautionary tale

Statistics in Medicine(2023)10.1002/sim.9964Source: DataRank Database

Using leave‐one‐out cross validation (LOO) in a multilevel regression and poststratification (MRP) workflow: A cautionary tale is a research paper published in Statistics in Medicine (2023). On theSindex it has a DataRank of 0. It has been cited 15 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access15 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 3.78)OA: hybridTopics (27)IDs (PubMed, PMC, 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 (4)

Lauren Kennedy ORCID,Qixuan Chen ORCID,Andrew Gelman ORCID,Swen Kuh ORCID

Live enrichment

PubMed:38146825 PMC:PMC12467109 OpenAlex:https://openalex.org/W4390233171

National Institutes of Health

Grant: 5R01AG067149−02

NIH HHS

Grant: 5R01AG067149-02

NIA NIH HHS

Grant: R01 AG067149

FWCI

3.78

Citation Percentile

0.9%

Citation Trend

2023

2024

2025

2026

hybridLicense: cc-by-nc-nd

journalhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/sim.9964

publisherhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/sim.9964

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.9964

journalhttps://doi.org/10.1002/sim.9964

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38146825

Fields of Study

Health disparities and outcomesAdvanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

MeSH Terms

Bayes TheoremComputer SimulationHumansNutrition SurveysResearch DesignUnited StatesWorkflow

Keywords

LooPopulationCross-validationRanking (information retrieval)CovariateComputer scienceEconometricsStatisticsBayesian probabilityArtificial intelligenceMathematicsMachine learningMedicineModel validationMRPSmall-area EstimationPopulation Estimand

Sustainable Development Goals

SDG 0: Zero hunger