Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
Estimators possess some properties that distinguish them from each other. Unbiased Estimator: An estimator is said to be an unbiased estimator of parameter θ if its expected value is equal to θ. Mathematically this is represented as follows: The bias of an estimator is defined to be: Cramer-Rao