plotprops {mixlm}

Property plots for relevant component analysis

Description

Plot summary of relevant component analysis.

Usage

plotprops(Y, X, doscaleX = FALSE, docenterX = TRUE, ncomp, subset)

Arguments

Y

Response matrix.

X

Predictor matrix.

doscaleX

Standardize predictors.

docenterX

Center predictors.

ncomp

Number of singular values and eigenvalues to extract.

subset

Subset of predictor and response.

Value

Only plotting.

Author(s)

Solve Sæbø

References

Helland, I.S. & T. Almøy (1994) Comparison of prediction methods when only a few components are relevant. JASA 89, 583-591.

Examples

X <- matrix(rnorm(100),20,5)
Y <- matrix(rnorm(20),20,1)
plotprops(Y, X, doscaleX = FALSE, docenterX = TRUE, 5)