TÜRKÇE
ENGLISH
Information
| Unit | INSTITUTE OF NATURAL AND APPLIED SCIENCES |
| STATISTICS (MASTER) (WITH THESIS) | |
| Code | ISB508 |
| Name | Categorical Data Analysis |
| Term | 2018-2019 Academic Year |
| Term | Spring |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Belirsiz |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. DENİZ ÜNAL ÖZPALAMUTCU |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
hhhh
Course Content
Defining two-way probability tables, Statistical results for two-way probability tables, Models for binary response variables, Logline models, Logit models, Multinomial response models, Models for paired couples, Repeated categorical response data analysis, Asymptotic theory for parametric models, Estimation theory for parametric models.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Have in-depth theoretical and practical knowledge about Probability and Statistics |
| LO02 | Make scientific research on Mathematics, Probability and Statistics. |
| LO03 | They have the knowledge to make doctoral plans in the field of statistics. |
| LO04 | Has comprehensive knowledge about analysis and modeling methods used in statistics. |
| LO05 | Comprehensive knowledge of methods used in statistics. |
| LO06 | Indicates statistical problems, develops methods to solve. |
| LO07 | Apply innovative methods to analyze statistical problems. |
| LO08 | Designs and applies the problems faced in the field of analytical modeling and experimental researches. |
| LO09 | Access to information and do research about the source. |
| LO10 | Develops solution approaches in complex situations and takes responsibility. |
| LO11 | It has the confidence to take responsibility. |
| LO12 | He demonstrates that he is aware of his / her new and developing practices. |
| LO13 | Transmits the processes and results of their studies clearly in written and oral form in national and international environments. |
| LO14 | It considers the social, scientific and ethical values in the collection, processing, use, interpretation and announcement stages of data and in all professional activities. |
| LO15 | It constantly renews itself in statistics and related fields. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | Have in-depth theoretical and practical knowledge about Probability and Statistics | |
| PLO02 | - | They have the knowledge to make doctoral plans in the field of statistics. | |
| PLO03 | - | Has comprehensive knowledge about analysis and modeling methods used in statistics. | |
| PLO04 | - | Has comprehensive knowledge of methods used in statistics. | |
| PLO05 | - | Make scientific research on Mathematics, Probability and Statistics. | |
| PLO06 | - | Indicates statistical problems, develops methods to solve. | |
| PLO07 | - | Apply innovative methods to analyze statistical problems. | |
| PLO08 | - | Designs and applies the problems faced in the field of analytical modeling and experimental researches. | |
| PLO09 | - | Access to information and do research about the source. | |
| PLO10 | - | Develops solution approaches in complex situations and takes responsibility. | |
| PLO11 | - | Has the confidence to take responsibility. | |
| PLO12 | - | They demonstrate being aware of the new and developing practices. | |
| PLO13 | - | He/She constantly renews himself/herself in statistics and related fields. | |
| PLO14 | - | Communicate in Turkish and English verbally and in writing. | |
| PLO15 | - | Transmits the processes and results of their studies clearly in written and oral form in national and international environments. | |
| PLO16 | - | It considers the social, scientific and ethical values in the collection, processing, use, interpretation and announcement stages of data and in all professional activities. | |
| PLO17 | - | Uses the hardware and software required for statistical applications. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Definitions | none | |
| 2 | contingency tables | study of proposed resources | |
| 3 | Two dimensional contingency tables | study of proposed resources | |
| 4 | Two dimensional contingency tables | study of proposed resources | |
| 5 | three-dimensional contingency tables | study of proposed resources | |
| 6 | Contingency tables and their analysis with three or more entries | study of proposed resources | |
| 7 | Contingency tables and their analysis with three or more entries | study of proposed resources | |
| 8 | Mid-Term Exam | exam | |
| 9 | Relationship measures | study of proposed resources | |
| 10 | Multi-dimensional tables | study of proposed resources | |
| 11 | Logarithmic linear models | study of proposed resources | |
| 12 | Logit model | study of proposed resources | |
| 13 | Multinomial logit model | study of proposed resources | |
| 14 | Probit regression analysis with Logit and Multinomial logit model | study of proposed resources | |
| 15 | Quadratic table analysis | study of proposed resources | |
| 16 | Term Exams | exam | |
| 17 | Term Exams | exam |