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 ...

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 82, No. 4 (2020), pp. 1059-1086 (28 pages) In many supervised learning applications, understanding and visualizing ...

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The systematic evaluation of the results of time-series studies of air pollution is challenged by differences in model specification and publication bias. We evaluated the associations of inhalable ...