loadingsplot {mvdalab} | R Documentation |
Graphical Summary Information Pertaining to the Loadings
Description
Functions to extract graphical loadings information from mvdareg
and mvdapca
object.
Usage
loadingsplot(object, ncomp = object$ncomp, conf = 0.95, verbose = FALSE)
Arguments
object |
an |
ncomp |
the number of components to include. |
conf |
for a bootstrapped model, the confidence level to use. |
verbose |
output results as a data frame |
Details
"loadingsplot"
is used to extract a graphical summary of the loadings of a PLS model.
If "comps"
is missing (or is NULL), a graphical summary for the nth component estimates are returned. Otherwise, if comps is given parameters for a model with only the requested component comps is returned.
Bootstrap graphcal summaries provided are when "method = oob"
Author(s)
Nelson Lee Afanador (nelson.afanador@mvdalab.com)
See Also
loadings
, loadings.boots
, loadingsplot2D
Examples
data(Penta)
## Number of bootstraps set to 300 to demonstrate flexibility
## Use a minimum of 1000 (default) for results that support bootstraping
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
ncomp = 2, validation = "oob", boots = 300)
loadingsplot(mod1, ncomp = 1:2)
[Package mvdalab version 1.7 Index]