A new technique for evaluating land use regression models and their impact on health effect estimates

BACKGROUND: Leave-one-out cross-validation that fails to account for variable selection does not properly reflect prediction accuracy when the number of training sites is small. The impact on health effect estimates has rarely been studied. OBJECTIVES: Develop an improved validation procedure for la...

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Veröffentlicht in:Epidemiology
Hauptverfasser: Wang, Meng, Brunekreef, Bert, Gehring, Ulrike, Szpiro, Adam, Hoek, Gerard, Beelen, Rob
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5221608/
https://ncbi.nlm.nih.gov/pubmed/26426941
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/EDE.0000000000000404
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