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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Epidemiology
Prif Awduron: Wang, Meng, Brunekreef, Bert, Gehring, Ulrike, Szpiro, Adam, Hoek, Gerard, Beelen, Rob
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2016
Pynciau:
Mynediad Ar-lein: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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