Normal likelihoods and their relation to large sample theory of estimation

摘要: Normal likelihoods are shown to be associated with asymptotic normal distributions of large sample theory. An examination the likelihood function can indicate when standard theory estimation applied and it may inaccurate misleading do so. Transformations that improve accuracy so extend domain application methods sometimes suggested by their effect on function. therefore prove useful in usual frequency approach estimation.