Before revision:  This allows to approximate the Ising distribution by a simpler model where the latent variables follow a multivariate normal distribution , the so-called Cox distribution.
After revision:  This allows to approximate the Ising distribution by a simpler model where the latent variables follow a multivariate normal distribution . This article explores the conditions for a principled replacement of the Ising distribution by a Cox distribution.