Maximum leave-one-out likelihood estimation for location parameter of unbounded densities

Thanakorn Nitithumbundit, Jennifer S. K. Chan

Maximum likelihood estimation of a location parameter fails when the density have unbounded mode. An alternative approach is considered by leaving out a data point to avoid the unb…