Hallo! Does anybody know if it is possible to choose the function to be maximazed in the principal components analysis?Thanks Simone Vantini
Prof Brian Ripley
2004-Sep-13 06:23 UTC
[R] How to personalize principal components analysis
On Mon, 13 Sep 2004, Simone Vantini wrote:> Hallo! > Does anybody know if it is possible to choose the function to be maximazed > in the principal components analysis?ThanksPrincipal components analysis is defined by a series of properties. Two are 1) Maximize the variance of the projection onto a kD subspace 2) Minimize the sum of squares of the distances from points to their projections onto a kD subspace. So the criteria are what defines PCA. Please consult the references in e.g. ?princomp. -- Brian D. Ripley, ripley at stats.ox.ac.uk Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/ University of Oxford, Tel: +44 1865 272861 (self) 1 South Parks Road, +44 1865 272866 (PA) Oxford OX1 3TG, UK Fax: +44 1865 272595