MATHEMATICAL STATISTICS II (4 CREDITS)

Learning Outcomes:

On successful completion of this course, students will be able to: describe the concept of Estimation, Hypothesis Testing and Inference Based on the Normal Distribution in real life problems; apply Two-sample Inferences, Goodness-of-Fit Tests, Regression, The Analysis of Variance, Randomized Block Design and Nonparametric Statistics to solve statistical problem; analyze some formula in statistics method using theory of mathematical statistics.

Topics:

1. Estimation;
2. Hypothesis Testing;
3. Inferences Based on the Normal Distribution;
4. Two-Sample Inferences;
5. Goodness-of-Fit Tests;
6. Regression;
7. The Analysis of Variance;
8. Randomized Block Designs;
9. Nonparametric Statistics.