Abstract: Extended dispersion entropy-based Lempel–Ziv complexity (EDELZC) can measure the irregularity or chaos of single-channel time series, which is one of the ideal tools for extracting fault ...

Halva—‘grapHical Analysis with Latent VAriables’—is a Python package dedicated to statistical analysis of multivariate ordinal data, designed specifically to handle missing values and latent variables ...

The LHS indicates that g is a function of D variables whereas the RHS indicates that g is a function of only 1 variable.

An illustration of a magnifying glass. An illustration of a magnifying glass.

Abstract: We consider a recently proposed generalized likelihood ratio test (GLRT) for comparing two complex multivariate random signal realizations to ascertain whether they have identical power ...

An illustration of a magnifying glass. An illustration of a magnifying glass.

In recent years, the advent of great technological advances has produced a wealth of very high-dimensional data, and combining high-dimensional information from multiple sources is becoming ...

Multivariate analysis of variance (MANOVA) is a widely used technique for simultaneously comparing means for multiple dependent variables across two or more groups. MANOVA rests on several assumptions ...