All Outputs (2)

Nonparametric Regression on a Graph (2011)
Journal Article
Kovac, A., & Smith, A. D. A. C. (2011). Nonparametric Regression on a Graph. Journal of Computational and Graphical Statistics, 20(2), 432-447. https://doi.org/10.1198/jcgs.2011.09203

The 'Signal plus Noise' model for nonparametric regression can be extended to the case of observations taken at the vertices of a graph. This model includes many familiar regression problems. This article discusses the use of the edges of a graph to... Read More about Nonparametric Regression on a Graph.

A comparison of dietary patterns derived by cluster and principal components analysis in a UK cohort of children (2011)
Journal Article
Smith, A. D. A. C., Emmett, P. M., Newby, P. K., & Northstone, K. (2011). A comparison of dietary patterns derived by cluster and principal components analysis in a UK cohort of children. European Journal of Clinical Nutrition, 65(10), 1102-1109. https://doi.org/10.1038/ejcn.2011.96

Background/Objectives: The objective of this study was to identify dietary patterns in a cohort of 7-year-old children through cluster analysis, compare with patterns derived by principal components analysis (PCA), and investigate associations with s... Read More about A comparison of dietary patterns derived by cluster and principal components analysis in a UK cohort of children.