choosepc: Choose the Number of Principal Components via Recistruction Error

One way to choose the number of principal components is via the reconstruction error. This package is designed mainly for this purpose. Graphical representation is also supported, plus some other principal component analysis related functions. References include: Jolliffe I.T. (2002). Principal Component Analysis. <doi:10.1007/b98835> and Mardia K.V., Kent J.T. and Bibby J.M. (1979). Multivariate Analysis. ISBN: 978-0124712522. London: Academic Press.

Package details

AuthorMichail Tsagris [aut, cre]
MaintainerMichail Tsagris <mtsagris@uoc.gr>
LicenseGPL (>= 2)
Version1.0
URL
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("choosepc")

Try the choosepc package in your browser

Any scripts or data that you put into this service are public.

choosepc documentation built on Oct. 25, 2023, 1:06 a.m.