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 ...

I consider the problem of estimating an additive partially linear model using general series estimation methods with polynomial and splines as two leading cases. I show that the finite-dimensional ...

Andreas Buja, Trevor Hastie, Robert Tibshirani, Linear Smoothers and Additive Models, The Annals of Statistics, Vol. 17, No. 2 (Jun., 1989), pp. 453-510 ...

Object Details Author Zuur, Alain F Contents Limitations of linear regression applied on ecological data -- Things are not always linear : additive modeling -- Dealing with heterogeneity -- Mixed ...