Before revision:  To estimate it na\"{i , we chop the data into several blocks, compute the maximum likelihood estimator (MLE) on each block, and take the average of the local estimates.
After revision:  To estimate it na\"ively , we chop the data into several blocks, compute the maximum likelihood estimator (MLE) on each block, and take the average of the local estimates.