This is a preview. Log in through your library . Abstract Generalized additive models are a popular class of multivariate non-parametric regression models, due in large part to the ease of use of the ...

This is a preview. Log in through your library . Abstract In recent years, a number of studies have applied generalized additive models to time series data to estimate associations between exposure to ...

Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...

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