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Information
| Code | UİY747 |
| Name | |
| Term | 2023-2024 Academic Year |
| Semester | . Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator |
Course Goal / Objective
Providing theoretical equipment in analyzing socioeconomic relations. For this aim, understanding econometric definitions and concepts, doing statistical analysis and explaiing these.
Course Content
Two-variable regresssiıon and LS estimation method, classical linear regression model assumptions, estimation and statistical inference in regression models, regressions with dummy variables, violations of classical models assumptions
Course Precondition
Successful completion of two mathematics and two statistics courses at the undergraduate level.
Resources
Carter Hill, William Griffiths, and George Judge, Undergraduate Econometrics, 2nd Edition, John Wiley and Sons, 2001.
Notes
Lecture Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Explaining the concept of regression |
| LO02 | Applying OLS estimation method to the two-variable regression |
| LO03 | Analysing statistical inference for two-variable regression model |
| LO04 | Explaining various functional forms of regression models |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Has the conceptual and theoretical competence to explain the phenomena in the disciplines of Political Science and International Relations. | 4 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Has sufficient knowledge about basic conceptual approaches used in the field of social sciences. | 4 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Develops skills of defining and analyzing the international, regional and national oriented issues, producing appropriate conflict-resolution techniques and negotiation skills. | 5 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Uses the collected data to explain social phenomena. | 5 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Analyzes the interactions between concepts, phenomena and events in the field of social sciences in an interdisciplinary context. | 5 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Learns taking responsibility, leading and working effectively individually and/or in a team. | |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Being aware of the significance of lifelong learning, follows current developments in their field and improves herself/himself. | |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Gains the ability to benefit from various sources within the framework of academic rules in a field of study, to synthesize the information he/she has obtained, and to effectively present it. | |
| PLO09 | Yetkinlikler - Öğrenme Yetkinliği | Questions traditional approaches, practices and methods. | 4 |
| PLO10 | Yetkinlikler - Öğrenme Yetkinliği | Recognizes and applies social, scientific and ethical values. | |
| PLO11 | Yetkinlikler - Öğrenme Yetkinliği | Develops critical thinking skills. | 3 |
| PLO12 | Bilgi - Kuramsal, Olgusal | Identifies the international and national issues by methodologies used in the disciplines of Political Science and International Relations; chooses the appropriate analysis techniques across the issues and applies the appropriate empirical studies. | 5 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction to concept of regression and basic information | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 2 | The content of the concept of regression and basic information | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 3 | Introduction to the estimation of two-variable regression | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 4 | The contents of LS estimation methods | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 5 | Assumptions of LS estimation methods | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 6 | Application of LS estimation method | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 7 | Properties of LS estimators. | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 8 | Midterm Exam | Ölçme Yöntemleri: Yazılı Sınav |
|
| 9 | Introduction to two-variable regression model. | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 10 | Confidence interval estimation for two-variable regression model. | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 11 | Hypothesis testing for two-variable regression model | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 12 | two-variable regression model, evaluation | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 13 | Introduction to Functional forms of regression models | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 14 | Functional forms of regression models | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 15 | Introduction to Multivariate regression models | Reading the textbook | Öğretim Yöntemleri: Anlatım |
| 16 | Term Exams | Reading the textbook | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | Studying the whole course content | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||