coefsplot {mvdalab} | R Documentation |
Graphical Summary Information Pertaining to the Regression Coefficients
Description
Functions to extract regression coefficient bootstrap information from mvdalab objects.
Usage
coefsplot(object, ncomp = object$ncomp, conf = 0.95, verbose = FALSE)
Arguments
object |
an mvdareg object. A fitted model. |
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
coefficients
is used to extract a graphical summary of the regression coefficients of a PLS model.
If comps
is missing
(or is NULL
), a graphical summary for the nth component regression 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)
Examples
data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
ncomp = 2, validation = "loo")
coefsplot(mod1, ncomp = 1:2)
[Package mvdalab version 1.7 Index]