Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
the CRLB proceed as follows: Compute the log-likelihood. Compute the second derivate of the log-likelihood function with respect to the parameter. Take the expectation of part 2, then invert the result and multiply by -1. Based on the above maximum likelihood calculation, we already have the result