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Generalized additive and index models with shape constraints

We study generalized additive models, with shape restrictions (e.g. monotonicity, convexity and concavity) imposed on each component of the additive prediction function. We show that this framework ...
JSTOR Daily

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 ...