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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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Опубликовано в: :Epidemiology
Главные авторы: Wang, Meng, Brunekreef, Bert, Gehring, Ulrike, Szpiro, Adam, Hoek, Gerard, Beelen, Rob
Формат: Artigo
Язык:Inglês
Опубликовано: 2016
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Online-ссылка: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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