rsvd: ggscreeplot – R documentation

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ggscreeplot

Pretty Screeplot

Description

Creates a pretty screeplpot using ggplot. By default the explained variance is plotted agaings the number of the principal component. Alternatively the explained variance ratio, the cumulative explained variance ratio, or the eigenvalues can be plotted.

Usage

ggscreeplot(rpcaObj, type = c("var", "ratio", "cum", "eigenvals"))

Arguments

`rpcaObj`	Object returned by the `rpca` function.
`type`	String c('var', 'ratio', 'cum', 'eigenvals'), optional.

Author(s)

N. Benjamin Erichson, erichson@berkeley.edu

Examples

rsvd

Randomized Singular Value Decomposition

v1.0.5

GPL (>= 3)

Authors

N. Benjamin Erichson [aut, cre]

Initial release

2021-04-11