Speculation on the generality of the backward stepwise view of PCA Conference

Marron, JS, Jung, S, Dryden, IL. (2010). Speculation on the generality of the backward stepwise view of PCA . 227-230. 10.1145/1743384.1743423

cited authors

  • Marron, JS; Jung, S; Dryden, IL

authors

abstract

  • A novel backwards viewpoint of Principal Component Analysis is proposed. In a wide variety of cases, that fall into the area of Object Oriented Data Analysis, this viewpoint is seen to provide much more natural and accessable analogs of PCA than the standard forward viewpoint. Examples considered here include principal curves, landmark based shape analysis, medial shape representation and trees as data. Copyright 2010 ACM.

publication date

  • May 21, 2010

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

start page

  • 227

end page

  • 230