huge_npn

Usage

huge_npn(x, npn_func="shrinkage", verbose=True) -> numpy.ndarray

Description

Native nonparanormal transformation.

Key arguments

• npn_func: "shrinkage", "truncation", "skeptic"

Returns

• transformed data matrix (shrinkage/truncation)
• rank-based correlation matrix (skeptic)