mdl_eigen: Returns the minimum description length given the eigenvalues.

Description Usage Arguments Value Author(s) References See Also

View source: R/cichocki_meet.R

Description

Returns the minimum description length given the eigenvalues.

Usage

1
mdl_eigen(lambda_vec, rho, I_nbar)

Arguments

lambda_vec

A numeric vector of eigenvalues.

rho

The estimated rho parameter from Yokota, Lee, and Cichocki (2017)

I_nbar

The product of the other dimensions.

Value

A list with two elements: rank_est the estimated rank; and dl a data-frame with the description lengths for each rank from 0 to length(lambda_vec) - 1.

Author(s)

David Gerard

References

Yokota, Tatsuya, Namgil Lee, and Andrzej Cichocki. "Robust multilinear tensor rank estimation using higher order singular value decomposition and information criteria." IEEE Transactions on Signal Processing 65.5 (2017): 1196-1206. DOI: 10.1109/TSP.2016.2620965

See Also

meet


dcgerard/hose documentation built on Aug. 1, 2019, 12:11 a.m.