The concept of statistical inference, estimation, point estimation, methods of estimation; moments, MLE, least squares estimates, properties of estimators, unbiased estimators, sufficient statistics, complete statistics, Fisher information criteria, Rao-Cramer inequality, exponential family distributions, interval estimation, testing of hypotheses, the Neyman-Pearson lemma, uniformly most powerful tests, likelihood ratio tests..