DrBats (version 0.1.3)

pca.proj.Xt: PCA data projected onto a histogram basis

Description

PCA data projected onto a histogram basis

Usage

pca.proj.Xt(X, t, t.range = c(0, 1000), breaks = 15)

Arguments

X

the data matrix

t

the matrix of observation times

t.range

a vector specifying the observation time range (default : c(0, 1000))

breaks

the number of breaks in the histogram basis (default : breaks = 15)

Value

• Xt.proj a matrix of projected observations

  U a matrix of eigenvectors

  lambda a vector of eigenvalues

  lambda.perc the percentage of inertia captured by each axis

Examples

res <- drbats.simul(N = 5, P = 100, t.range = c(5, 100), breaks = 8)
pca.proj.Xt(res$X, res$t.simul, t.range = c(0, 100), breaks = 8)