A good way to see where this article is headed is to take a look at the screen shot of a demo program shown in Figure 1. The demo sets up a dummy dataset of six items: [ 5.1 3.5 1.4 0.2] [ 5.4 3.9 1.7 ...

PCA is an important tool for dimensionality reduction in data science and to compute grasp poses for robotic manipulation from point cloud data. PCA can also directly used within a larger machine ...

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 68, No. 1 (2006), pp. 109-126 (18 pages) Functional data analysis is intrinsically infinite dimensional; functional ...