| Course Title | Code | Semester | L+U Hour | Credits | ECTS |
|---|---|---|---|---|---|
| -- | SKY649 | 3 + 0 | 3.0 | 10.0 |
| Prerequisites | None |
| Language of Instruction | Turkish |
| Course Level | Graduate |
| Course Type | |
| Mode of delivery | Theoretical and Presentation |
| Course Coordinator |
Prof. Dr. Yalçın KARAGÖZ |
| Instructor(s) | |
| Assistants | |
| Goals | Purpose of this Lesson; Basic Concepts, Z Test, t Test, Analysis of Variance, Regression and Correlation Analysis, Analysis of Covariance (ANCOVA), Canonical Correlation Analysis, Reliability and Validity Analysis, Explanatory Factor Analysis and Structural Equation Modeling, Statistical Methods Specific to the Health Field, Meta Ability to Make and Interpret Analyzes Related to the Analysis |
| Course Content | Basic Concepts, Z Test, t Test, Analysis of Variance, Regression and Correlation Analysis, Analysis of Covariance (ANCOVA), Canonical Correlation Analysis, Reliability and Validity Analysis, Explanatory Factor Analysis and Structural Equation Modeling, Statistical Methods Specific to the Health Field, Meta Analysis Topics Will Be Explained |
| Learning Outcomes |
- Student; Basic Concepts, Z Test, t Test, Analysis of Variance, Regression and Correlation Analysis, Analysis of Covariance (ANCOVA), Canonical Correlation Analysis, Reliability and Validity Analysis, Explanatory Factor Analysis and Structural Equation Modeling, Statistical Methods Specific to the Health Field, Meta Will be able to analyze and interpret analysis topics |
| Week | Topics | Learning Methods |
|---|---|---|
| 1. Week | Basic Concepts (Variables and their types, measurement and scale levels, establishing hypotheses, null and alternative hypotheses, significance (significance) level, power of the test, selection of appropriate statistical techniques, classification of analysis techniques (classification according to the number of variables, data characteristics). classification)) | Verbal Expression Practice Research |
| 2. Week | Z Test (Test of the difference of a population average from a certain value, test of the difference between two population averages (independent, conjugate), test of the difference of a population ratio from a certain value, test of the difference between two population ratios) | Practice Research Verbal Expression |
| 3. Week | t Test (Test of the difference of a population average from a certain value, test of the difference between two population averages (independent, conjugate)) | Verbal Expression Research Practice |
| 4. Week | Variance Analysis (One Way ANOVA, Two Way ANOVA) | Research Verbal Expression Practice |
| 5. Week | Analysis of Variance (One-Way MANOVA, Two-Way MANOVA) | Practice Research Verbal Expression |
| 6. Week | Regression and Correlation Analysis (Basic concepts in regression analysis, Estimation in Bivariate Regression Models) | Verbal Expression Practice Research |
| 7. Week | Regression and Correlation Analysis (Multivariate Regression Analysis, Selection of Variables to be Entered into the Model, Estimation of the Function to be Used in the Model (Curve Estimation), Graph Drawing in Regression) | Practice Verbal Expression Research |
| 8. Week | Covariance Analysis (ANCOVA), Canonical Correlation Analysis | Verbal Expression Practice Research |
| 9. Week | Reliability and Validity Analysis | Research Verbal Expression Practice |
| 10. Week | Exploratory Factor Analysis and Structural Equation Modeling (Basic concepts in structural equation modeling, Fit Indices) | Research Practice Verbal Expression |
| 11. Week | Confirmatory Factor Analysis (First Level Single-Factor (Hidden Variable) Model, First Level Multi-Factor (Hidden Variable) Model, Second Level Multi-Factor (Hidden Variable) Model, Unrelated Model, Explanatory (EFA) and Confirmatory (CFA)) Comparison of Factor Analyzes) | Verbal Expression Practice Research |
| 12. Week | Path Analysis (Path Coefficients, Path Diagram) | Practice Research Verbal Expression |
| 13. Week | Statistical Methods Specific to the Field of Health | Practice Verbal Expression Research |
| 14. Week | Meta Analysis | Research Verbal Expression Practice |
| SPSS AMOS META Applied Biostatistics (2021)., Karagöz Yalçın, Nobel Academic Publishing, Number of Editions: 3, Number of Pages 1296, ISBN: 978-625-439-583-3 |
| SPSS AMOS META Applied Statistical Analysis (2019), Karagöz Yalçın, Nobel Academic Publishing, Number of editions: 3, Number of Pages 1336, ISBN: 978-605-320-547-0 |
| Biostatistics (2019)., Sümbüloğlu, Kadir, Sümbüloğlu Vildan, Hatiboğlu Publishing House, Number of editions: 20, Number of pages 302, ISBN: 9789757527121 |
| Program Requirements | Contribution Level | DK1 | Measurement Method |
|---|---|---|---|
| PY3 | 3 | 3 | - |
| PY6 | 3 | 3 | - |
| PY7 | 3 | 3 | - |
| 0 | 1 | 2 | 3 | 4 | 5 | |
|---|---|---|---|---|---|---|
| Course's Level of contribution | None | Very Low | Low | Fair | High | Very High |
| Method of assessment/evaluation | Written exam | Oral Exams | Assignment/Project | Laboratory work | Presentation/Seminar |
| Event | Quantity | Duration (Hour) | Total Workload (Hour) |
|---|---|---|---|
| Midterm 1 | 1 | 40 | 40 |
| Homework 1 | 1 | 40 | 40 |
| Homework 2 | 1 | 40 | 40 |
| Final | 1 | 40 | 40 |
| Classroom Activities | 5 | 19 | 95 |
| Total Workload | 255 | ||
| ECTS Credit of the Course | 10.0 | ||
