y.loadings {mvdalab} | R Documentation |
Extract Summary Information Pertaining to the y-loadings
Description
Functions to extract the y-loadings from mvdareg and mvdapca objects.
Usage
y.loadings(object, conf = .95)
Arguments
object |
an |
conf |
for a bootstrapped model, the confidence level to use. |
Details
y.loadings
is used to extract a summary of the y-loadings from a PLS or PCA model.
If comps
is missing (or is NULL
), summaries for all regression estimates are returned. Otherwise, if comps
is provided the requested component comps are returned.
For mvdareg
objects only, boostrap summaries provided are for actual regression y.loadings
, bootstrap percentiles, bootstrap mean, skewness, and bias. These summaries can also be extracted using y.loadings.boots
Author(s)
Nelson Lee Afanador (nelson.afanador@mvdalab.com)
Examples
data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
ncomp = 2, validation = "loo")
y.loadings(mod1)
[Package mvdalab version 1.7 Index]