Question

Explain the types of Estimators and their properties.

Answer 1

Being a function of the data, theestimator is itself a random variable; a particular realization of this random variable is called the "estimate". ... The attractiveness of different estimators can be judged by looking at their properties, such as unbiasedness, mean square error, consistency, asymptotic distribution, etc.