EKMS401 Econometric Models I

5 ECTS - 3-0 Duration (T+A)- 7. Semester- 3 National Credit

Information

Code EKMS401
Name Econometric Models I
Term 2023-2024 Academic Year
Semester 7. Semester
Duration (T+A) 3-0 (T-A) (17 Week)
ECTS 5 ECTS
National Credit 3 National Credit
Teaching Language Türkçe
Level Lisans Dersi
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Prof. Dr. SEDA ŞENGÜL
Course Instructor (A Group) ()


Course Goal / Objective

By the end of the course, students are expected to be completely mastered all aspects of the Least Squares Estimation and be familiar and able to use the methods Maximum Likelihood and Generalized Method of Moments

Course Content

This course is the first part of a two semester sequence designed to provide students with the applications of economic theory and econometric methods. To this end an overview of econometric methods and their applications believed to be the most useful will be presented. We will discuss how to use economic theory and data to estimate key parameters, test economic hypotheses, and predict economic outcomes

Course Precondition

No prerequisites are required.

Resources

Jeffrey M. Wooldridge "Introduction to Econometrics"

Notes

Lectures


Course Learning Outcomes

Order Course Learning Outcomes
LO01 Economic infrastructure and economic models are created.
LO02 Traditional approaches, applications and methods are examined.
LO03 The maximum likelihood method is examined.
LO04 Econometric techniques are applied to test economic theories.
LO05 Knowledge on relevant issues and problems in economics is developed.


Relation with Program Learning Outcome

Order Type Program Learning Outcomes Level
PLO01 Bilgi - Kuramsal, Olgusal Explain the basic concepts and theorems in the fields of Econometrics, Statistics and Operations research 3
PLO02 Bilgi - Kuramsal, Olgusal Acquires basic Mathematics, Statistics and Operation Research concepts 4
PLO03 Bilgi - Kuramsal, Olgusal Describes the necessary concepts of Business 5
PLO04 Beceriler - Bilişsel, Uygulamalı Equipped with the foundations of Economics, and develops Economic models 4
PLO05 Beceriler - Bilişsel, Uygulamalı Models problems with Mathematics, Statistics, and Econometrics 5
PLO06 Beceriler - Bilişsel, Uygulamalı Has the ability to analyze/interpret at the conceptual level to develop solutions to problems 4
PLO07 Beceriler - Bilişsel, Uygulamalı Collects/analyses data 3
PLO08 Beceriler - Bilişsel, Uygulamalı Interprets the results analyzed with the model 2
PLO09 Beceriler - Bilişsel, Uygulamalı Combines the information obtained from different sources within the framework of academic rules in a field which does not research 4
PLO10 Beceriler - Bilişsel, Uygulamalı It develops traditional approaches, practices and methods into new working methods when it deems necessary 5
PLO11 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Leads by taking responsibility individually and/or within the team 4
PLO12 Yetkinlikler - Öğrenme Yetkinliği In addition to herself/himself professional development, constantly improves in scientific, cultural, artistic and social fields in line with interests and abilities 4
PLO13 Yetkinlikler - Öğrenme Yetkinliği Being aware of the necessity of lifelong learning, it constantly renews itself by following the current developments in its field. 3
PLO14 Yetkinlikler - İletişim ve Sosyal Yetkinlik Uses a package program of Econometrics, Statistics, and Operation Research 4
PLO15 Yetkinlikler - İletişim ve Sosyal Yetkinlik Uses Turkish and at least one other foreign language, academically and in the business context 3
PLO16 Yetkinlikler - İletişim ve Sosyal Yetkinlik Interprets the feelings, thoughts and behaviors of the related persons correctly/expresses himself/herself correctly in written and verbal form
PLO17 Yetkinlikler - Alana Özgü Yetkinlik Interprets data on current economic and social issues
PLO18 Yetkinlikler - Alana Özgü Yetkinlik Applies social, scientific and professional ethical values


Week Plan

Week Topic Preparation Methods
1 Subject Matters and Methodology Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
2 Least Squares Estimation Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
3 Least Squares Estimation (Second lesson) Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
4 Methods of Maximum Likelihood Estimation Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
5 Methods of Maximum Likelihood Estimation (second lesson) Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
6 Statistical Inference Using the Maximum Likelihood Approach Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
7 Statistical Inference Using the Maximum Likelihood Approach (second lesson) Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
8 Mid-Term Exam Students are prepared for the midterm exam. Ölçme Yöntemleri:
Yazılı Sınav
9 Moments Estimator Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
10 Expected value and Methods of Moments Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
11 Statistical Inference Using Methods of Moments Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
12 Statistical Inference Using Generalized Methods of Moments (second Lesson) Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
13 Generalized Methods of Moments Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
14 Other Estimation Techniques Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
15 Other Estimation Techniques (application) Students will be prepared by studying relevant subjects from source books according to the weekly program. Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama
16 Term Exams Students are prepared for the final exam. Ölçme Yöntemleri:
Yazılı Sınav
17 Term Exams Students are prepared for the final exam. 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 3 42
Assesment Related Works
Homeworks, Projects, Others 0 0 0
Mid-term Exams (Written, Oral, etc.) 1 12 12
Final Exam 1 18 18
Total Workload (Hour) 114
Total Workload / 25 (h) 4,56
ECTS 5 ECTS

Update Time: 09.05.2023 09:15