Exploration of concepts in statistical inference, including sampling distributions, point estimation, hypothesis testing, and regression analysis. Topics include point estimation, properties of estimators, evaluation of estimators, confidence intervals, method of moments, maximum likelihood estimation, Neyman-Pearson tests, uniformly powerful tests, likelihood ratio tests, and least squares estimation.