eigen.summary function

Summarize Eigenvalues and Eigenvectors of a Covariance Matrix

This function computes the eigenvalues and eigenvectors of a given covariance matrix, ensures sign consistency in the eigenvectors, and outputs a formatted LaTeX table displaying the results.

eigen.summary(
  cov.matrix,
  caption = "Eigenvectors of Covariance Matrix",
  space_after_caption = "5mm"
)

Arguments

• cov.matrix: A square numeric matrix representing the covariance matrix.
• caption: A character string specifying the table caption (default: "Eigenvectors of Covariance Matrix").
• space_after_caption: A character string specifying the space after the caption in LaTeX (default: "5mm").

Returns

A LaTeX formatted table displaying the eigenvectors and eigenvalues.

Examples

cov_matrix <- matrix(c(4, 2, 2, 3), nrow = 2)
eigen.summary(cov_matrix)