| Code | Name of the Course Unit | Semester | In-Class Hours (T+P) | Credit | ECTS Credit |
|---|---|---|---|---|---|
| EKF228 | STATISTICS II | 4 | 3 | 3 | 6 |
Objectives and Contents |
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| Objectives: | The aim of this course is to enable students to understand sampling- and probability-based statistical inference approaches and to develop the ability to apply fundamental statistical methods such as parameter estimation, confidence intervals, and hypothesis testing. In addition, the course aims to examine relationships between variables through correlation and simple linear regression analysis, and to interpret data by conducting trend analysis in time series. Students are expected to accurately interpret statistical results and use them in decision-making processes. |
| Content: | This course covers sampling methods, sampling distributions and the Central Limit Theorem, point and interval estimation (confidence intervals), hypothesis testing (z and t tests), two-sample tests, chi-square tests, one-way analysis of variance (ANOVA), correlation analysis, simple linear regression analysis, as well as an introduction to time series and trend analysis. The course is supported not only by theoretical instruction but also by sample problem solving and applied analyses. |