Curved factor analysis with the Ellipsoid-Gaussian distribution

Hanyu Song, David B. Dunson

There is a need for new models for characterizing dependence in multivariate data. The multivariate Gaussian distribution is routinely used, but cannot characterize nonlinear relat…