plot.mave: Plot of mave or mave.dim object

In MAVE: Methods for Dimension Reduction

Plot of mave or mave.dim object

Description

Plot the scatterplot of given dimension directions and reponse variables.

Usage

## S3 method for class 'mave'
plot(x, dim = 4, plot.method = pairs, ...)

## S3 method for class 'mave.dim'
plot(x, dim = "dim.min", plot.method = pairs, ...)

Arguments

x	the object returned by mave
dim	the dimension
plot.method	the method for plotting scatter plot. The default is 'pairs'
...	arguments passed to the plot.method.

See Also

mave for computing the dimension reduction space

Examples

x = matrix(rnorm(2000),400,5)
beta1 = as.matrix(c(1,1,0,0,0))
beta2 = as.matrix(c(0,0,1,1,0))
err = as.matrix(rnorm(400))
y = (x%*%beta1)^2+x%*%beta2+err
dr = mave(y~x, method = 'meanopg')
dr.dim = mave.dim(dr)
plot(dr,dim=3)
plot(dr.dim)

MAVE documentation built on Aug. 8, 2025, 7:13 p.m.