| Teaching Staff
|
|
| Language of Instruction |
Türkçe (Turkish) |
| Type Of Course |
Compulsory |
| Prerequisites |
None |
| Recommended Optional Programme Component |
|
| Course Objectives |
To teach Analysis Methods in relation to Categorical Data |
| Course Content |
Probability Distributions and Measures of Association for Count Data, Inferences for Two-way Contingency Tables, Generalized Linear Models, Logistic Regression and Loglinear Models. |
| Learning Outcomes (LO) |
To be able to distinguish between the Categorical Data Structure and the statistical analysis appropriate to these data, and to gain the ability to analyze categorical data using SPSS. |
| Mode of Delivery |
Face to face |
| Course Outline |
| Week |
Topics |
| 1. Week |
Basic Definition & Concepts |
| 2. Week |
Probability Distributions of Categorical Coefficients |
| 3. Week |
Estimation & Goodness of Fit Tests |
| 4. Week |
Contingency Tables for Two Categorical Coefficients |
| 5. Week |
2x2 and RxC type Contingency Tables |
| 6. Week |
Homogeneity & Independence Tests and Fisher's Certainty Test |
| 7. Week |
Correlation Measures |
| 8. Week |
Contingency Tables for Three Categorical Coefficients |
| 9. Week |
Generalized Linear Models |
| 10. Week |
Log Lİnear Models for Contingency Tables |
| 11. Week |
Model Selection & Analysis |
| 12. Week |
Lojit and Probit Models & Analysis |
| 13. Week |
Logistics Regression Analysis |
| 14. Week |
Sample Applications on Real Data |
|
| Assessment |
| |
Percentage(%) |
| Mid-term (%) |
40 |
| Quizes (%) |
|
| Homeworks/Term papers (%) |
|
| Practice (%) |
|
| Labs (%) |
|
| Projects/Field Work (%) |
|
| Seminars/Workshops (%) |
|
| Final (%) |
60 |
| Other (%) |
|
| Total(%) |
100 |
|
| Course Book (s) and/or References |
1. Agresti, A., 2002, Categorical Data Analysis, John Wiley&Sons.
2. Lawal B.,2003,Categorical Data Analysis with SAS and SPSS Applications, Lawrance Erlbaum Associates. |
| Work Placement(s) |
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| The Relationship between Program Qualifications (PQ) and Course Learning Outcomes (LO) |
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