Sampling Distribution of Correlation

This chapter discusses the sampling distribution of correlation coefficients. The sampling distribution of covariance under normality is discussed first. It is followed by an analytical derivation of the sampling distribution of Pearson’s r. The PDF is expressed as a Poisson mixture and convergence properties are discussed. Other popular representations are briefly mentioned.