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Generalized additive models with principal component analysis: an application to time series of respiratory disease and air pollution data

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Publication:6641406
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DOI10.1111/RSSC.12239MaRDI QIDQ6641406

Valdério Anselmo Reisen, Jane M. Santos, Pascal Bondon, Márton Ispány, Glaura C. Franco, Juliana B. de Souza

Publication date: 20 November 2024

Published in: Journal of the Royal Statistical Society. Series C. Applied Statistics (Search for Journal in Brave)




zbMATH Keywords

principal component analysisserial correlationrelative riskgeneralized additive modelmulticollinearityvector auto-regressive model


Mathematics Subject Classification ID

Applications of statistics (62Pxx)



Related Items (3)

Epidemic change-point detection in general integer-valued time series ⋮ A longitudinal study of the influence of air pollutants on children: a robust multivariate approach ⋮ Sensitivity Prewarping for Local Surrogate Modeling






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