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 ...

This model restriction may be because the pollutant variables do not only have serial dependence but also interdependence between themselves. In an attempt to convey a more realistic model, we propose ...

Many proposals have emerged as alternatives to the Heckman selection model, mainly to address the non-robustness of its normal assumption, which is often illustrated using the 2001 Medical Expenditure ...