Multivariate Cramér-Rao Bound Statistics MLE Equals Least Squares Under Normality Statistics Null Distribution of the Sample Correlation Statistics Independence of Principal Component Scores in the Gaussian Case Statistics Wilks' Theorem Statistics t-Distribution of Normalised Coefficient Estimate Statistics Cramér-Rao Lower Bound Statistics Gibbs Sampler Convergence Statistics