LVGP_plot {LVGP} | R Documentation |
The Plotting Function of LVGP
Package
Description
Plots the qualitative/categorical variable levels in the latent space (only for 1D or 2D cases).
If the qualitative/categorical variables are not specified, all the qualified variables will be plotted.
See Arguments
for more details on the options.
Usage
LVGP_plot(model, ind_qual_plot = NULL)
Arguments
model |
The LVGP model fitted by |
ind_qual_plot |
An array of index (indices) of the qualitative/categorical variable(s) to be plotted. Default is NULL, in which case all the qualitative/categorical variables will be plotted. |
Note
This plot function only works for 1D or 2D latent spaces.
References
"A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors", Yichi Zhang, Siyu Tao, Wei Chen, and Daniel W. Apley (arXiv)
See Also
LVGP_fit
to fit LVGP model to the datasets.
LVGP_predict
to use the fitted LVGP model for prediction.
Examples
# see the examples in the documentation of the function LVGP_fit.