Maximum likelihood estimation often fails when the parameter takes values in an infinite dimensional space. For example, the maximum likelihood method cannot be applied to the completely nonparametric ...

This is a preview. Log in through your library . Abstract In the literature of point estimation, the Cauchy distribution with location parameter is often cited as an example for the failure of maximum ...