Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
outline in the ML section: Therefore the ML estimate of μ is the sample mean. Now we need to compute the bias and CRLB as well as check if the estimator is consistent. Bias: Therefore the sample mean is an unbiased estimator. Consistency: To check the consistency we need to find the distribution of