plotprops: Property plots for relevant component analysis

In mixlm: Mixed Model ANOVA and Statistics for Education

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)

mixlm documentation built on Oct. 7, 2024, 9:06 a.m.