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Information
| Unit | INSTITUTE OF SOCIAL SCIENCES |
| ECONOMETRICS (MASTER) (WITH THESIS) | |
| Code | IEM761 |
| Name | Statistical Analysis |
| Term | 2018-2019 Academic Year |
| Term | Fall |
| 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 | Prof. Dr. GÜLSEN KIRAL |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
It is necessary to accurately analyze the data and interpret the results and evaluations of the examined case, which is very important in scientific research stage. In addition to this, businesses face many problems and they are waiting to be solved. Mostly, thanks to the results of the analyzed data, problems can be solved. This course aims to provide the students with the skills of gathering data correctly about the examined case, filtering them to be analyzed and analyzing the data and interpreting it by using SPSS, Minitab, SPLUS and choosing the suitable technique which is due to the aim. The students who take this lesson, have competence in solving the examined phenomenon like a researcher or academician.
Course Content
This lesson covers the concept of data and identify the data, choosing statistical analysis according to the research aim and in this context, descriptive statistics, tests of comparing two and more groups non-parametric tests, correlation and regression analysis, factor analysis, cluster analysis which are multivariable statistical analysis.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Gains the ability to apply the knowledge of statistical analysis techniques. |
| LO02 | Analyzes the data. |
| LO03 | Design the data and do experiment. |
| LO04 | Identifies the problem in the field. |
| LO05 | Formulates and solves the problems. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Explains contemporary concepts about Econometrics, Statistics, and Operation Research | 3 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Explains relationships between acquired knowledge about Econometrics, Statistics, and Operation Research | 3 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Explains how to apply acquired knowledge in the field to Economics, Business, and other social sciences | 2 |
| PLO04 | Beceriler - Bilişsel, Uygulamalı | Performs conceptual analysis to develop solutions to problems | |
| PLO05 | Beceriler - Bilişsel, Uygulamalı | Models problems with Mathematics, Statistics, and Econometrics | 3 |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | Interprets the results obtained from the most appropriate method to predict the model | 4 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Synthesizes the information obtained by using different sources within the framework of academic rules in a field of research | 3 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Uses acquired knowledge in the field to determine the vision, aim, and goals for an organization/institution | |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Searches for new approaches and methods to solve problems being faced | 3 |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Presents analysis results conveniently | 4 |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Collects/analyzes data in a purposeful way | 4 |
| PLO12 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Converts its findings into a master's thesis or a professional report in Turkish or a foreign language | 3 |
| PLO13 | Beceriler - Bilişsel, Uygulamalı | Develops solutions for organizations using Econometrics, Statistics, and Operation Research | |
| PLO14 | Beceriler - Bilişsel, Uygulamalı | Uses a package program/writes a new code for Econometrics, Statistics, and Operation Research | 4 |
| PLO15 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Performs an individual work to solve a problem with Econometrics, Statistics, and Operation Research | 3 |
| PLO16 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Leads by taking responsibility individually and/or within the team | |
| PLO17 | Yetkinlikler - Öğrenme Yetkinliği | Being aware of the necessity of lifelong learning, it constantly renews itself by following the current developments in the field of study | 3 |
| PLO18 | 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 | 2 |
| PLO19 | Yetkinlikler - Alana Özgü Yetkinlik | Interprets data on economic and social events by following current issues | |
| PLO20 | Yetkinlikler - Alana Özgü Yetkinlik | Applies social, scientific and professional ethical values | 2 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | The concept of data and data collection techniques | Reading the relavant parts in the source books | |
| 2 | Choosing the statistical technique for data analysis | Reading the relavant parts in the source books | |
| 3 | Introduction to Minitab, Plus SPSS Package Programmes | Reading the relavant parts in the source books | |
| 4 | Data processes on computer | Reading the relavant parts in the source books | |
| 5 | Data processes on computer | Reading the relavant parts in the source books | |
| 6 | Descriptive Statistics | Reading the relavant parts in the source books | |
| 7 | Tests for comparing two groups | Reading the relavant parts in the source books | |
| 8 | Mid-Term Exam | Reading the relavant parts in the source books | |
| 9 | Variance Analysis | Reading the relavant parts in the source books | |
| 10 | Non Parametric Tests | Reading the relavant parts in the source books | |
| 11 | Homework presentation | Reading the relavant parts in the source books | |
| 12 | Linear Regression and Correlation Analyses | Reading the relavant parts in the source books | |
| 13 | Factor Analysis | Reading the relavant parts in the source books | |
| 14 | Cluster Analysis | Reading the relavant parts in the source books | |
| 15 | Homework presentation | Reading the relavant parts in the source books | |
| 16 | Term Exams | ||
| 17 | Term Exams |
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 | ||