Null distribution of multiple correlation coefficient under mixture normal model

Abstract

The multiple correlation coefficient is used in a large variety of statistical tests and regression problems. In this article, we derive the null distribution of the square of the sample multiple correlation coefficient,R2, when a sample is drawn from a mixture of two multivariate Gaussian populations. The moments of1−R2and inverse Mellin transform have been used to derive the density ofR2.