Nonparametric statistical methods such as locally weighted scatterplot smoothing are often used in water quality assessments for this purpose while generalized additive models (GAMs) have been applied ...

A general method for constructing low-rank tensor product smooths for use as components of generalized additive models or generalized additive mixed models is presented. A penalized regression ...