MLE for a log-normal on log-scale
Daily traded volumes are modeled as log-normal, meaning is normal with mean and variance . The log-normal density is
Taking natural logs of five observations gives equal to 2.0, 2.5, 3.0, 3.5, 4.0.
Derive the maximum likelihood estimator of and evaluate it.