Multivariate normal approximation with Stein's method of exchangeable pairs under a general linearity condition

In this paper we establish a multivariate exchangeable pairs approach within the framework of Stein's method to assess distributional distances to potentially singular multivariate normal distributions. By extending the statistics into a higher-dimensional space, we also propose an embedding me...