Introduction to Statistics Theory

3 Credits

Introduction to analysis of variance: sampling distributions; central limit theorem; estimation; properties of point estimators; confidence intervals; hypothesis testing; common large sample tests; normal theory small sample tests; uniformly most powerful and likelihood ratio tests; linear models and least squares; correlation.