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

Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 67, No. 2 (FEBRUARY 2018), pp. 453-480 (28 pages) Environmental epidemiological studies of the health effects of air ...
JSTOR Daily8mon

Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting

Generalized additive models for location, scale and shape (GAMLSSs) are a popular semiparametric modelling approach that, in contrast with conventional generalized additive models, regress not only ...