plot.wrtpls {mvdalab} | R Documentation |
Plots of the Output of a Permutation Distribution for an mvdareg
Object with method = "bidiagpls"
Description
This takes an mvdareg
object fitted with method = "bidiagpls"
and produces a graph of the bootstrap distribution and its corresponding normal quantile plot for a variable of interest.
Usage
## S3 method for class 'wrtpls'
plot(x, comp = 1:object$ncomp, distribution = "log", ...)
Arguments
x |
an object of class |
comp |
number of latent variables to generate the permutation distribution |
distribution |
plot the |
... |
additional arguments. Currently ignored. |
Details
The function generates the permutation distribution and normal quantile plot for a mvdareg
model when method = "bidiagpls"
is specified.
Value
The output of plot.wrtpls
is a histogram of the permutation distribution with the following vertical line indicators.
Solid line = Actual Value; Dashed Line = Critical Value from t-distribution at the model specifed alpha; Dotted line = Quantile at the model specifed alpha
Author(s)
Nelson Lee Afanador (nelson.afanador@mvdalab.com)
See Also
Examples
data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
method = "wrtpls", validation = "none")
## Not run
## plot.wrtpls(mod1, distribution = "log")