Code |
Name of the Course Unit |
Semester |
In-Class Hours (T+P) |
Credit |
ECTS Credit |
ECF222 |
STATISTICS II |
4 |
4 |
3 |
6 |
GENERAL INFORMATION |
Language of Instruction : |
English |
Level of the Course Unit : |
BACHELOR'S DEGREE, TYY: + 6.Level, EQF-LLL: 6.Level, QF-EHEA: First Cycle |
Type of the Course : |
Compulsory |
Mode of Delivery of the Course Unit |
- |
Coordinator of the Course Unit |
Prof. BÜLENT EŞİYOK |
Instructor(s) of the Course Unit |
|
Course Prerequisite |
No |
OBJECTIVES AND CONTENTS |
Objectives of the Course Unit: |
This course aims to provide students with the ability to make scientific decision making according to statistical analysis techniques and analysis results. |
Contents of the Course Unit: |
Contents of the course include the subjects such as confidence interval estimates for single and two universe, Hypothesis testing for single and two universe, simple and multiple regression analysis, nonparametric statistics, Chi-square distribution. |
KEY LEARNING OUTCOMES OF THE COURSE UNIT (On successful completion of this course unit, students/learners will or will be able to) |
Interpret on parameter by using the statistics. (4) |
Compare the relationship between two variables. (4) |
Interpret the index types and calculations. (4) |
Classify cross tables. (4) |
Analyze hypotheses using statistical methods. (4) |
Analyze distributions. (4) |
Interpret the distributions statistically. (4) |
Solve the problems related to Hypothesis testing and chi-square distributions. (3) |
WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY |
Week |
Preparatory |
Topics(Subjects) |
Method |
1 |
Reading |
Concept and Types |
Lecture & Question Answer |
2 |
Reading |
Central Limit Theorem |
Lecture & Question Answer |
3 |
Reading |
Hypothesis Testing Concept |
Lecture & Question Answer & Problem-Solving Method |
4 |
Reading |
Hypothesis Testing of Single Value and Mean |
Lecture & Question Answer & Problem-Solving Method |
5 |
Reading |
Hypothesis Testing of Single Value and Mean |
Lecture & Question Answer & Problem-Solving Method |
6 |
Reading |
Hypothesis Testing of Single Value and Mean |
Lecture & Question Answer & Problem-Solving Method |
7 |
Reading |
Regression Analysis |
Lecture & Question Answer & Problem-Solving Method |
8 |
- |
MID-TERM EXAM |
- |
9 |
Reading |
Linear Trend |
Lecture & Question Answer & Problem-Solving Method |
10 |
Reading |
Curvilinear Trend |
Lecture & Question Answer & Problem-Solving Method |
11 |
Reading |
Indexes and Time Zaman Indexes |
Lecture & Question Answer & Problem-Solving Method |
12 |
Reading |
Simple and Compound Indexes |
Lecture & Question Answer & Problem-Solving Method |
13 |
Reading |
Chi Squared Distribution |
Lecture & Question Answer & Problem-Solving Method |
14 |
Reading |
Chi Square Test |
Lecture & Question Answer & Problem-Solving Method |
15 |
Reading |
General Revision and Evaluation |
Lecture & Question Answer & Problem-Solving Method |
16 |
- |
FINAL EXAM |
- |
17 |
- |
FINAL EXAM |
- |
SOURCE MATERIALS & RECOMMENDED READING |
Murray R. Spiegel, Larry J. Stephens (2013). Statistic. Nobel Academic Publications |
Witte, R.Witte J. (2009). Statistics. Ninth Edition |
https://www.fd.cvut.cz/department/k611/PEDAGOG/THO_A/A_soubory/statistics_firstfive.pdf |
ASSESSMENT |
Assessment & Grading of In-Term Activities |
Number of Activities |
Degree of Contribution (%) |
Description |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
CONTRIBUTION OF THE COURSE UNIT TO THE PROGRAMME LEARNING OUTCOMES
KNOWLEDGE |
Theoretical |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Define the basic concepts of economics, administrative and human sciences. (Bloom 1)
|
|
1 |
|
|
|
|
2 |
Evaluate the economic environment and overall sustainability of firms. (Bloom 4)
|
|
|
2 |
|
|
|
KNOWLEDGE |
Factual |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Relate principles and concepts of economics and finance with other disciplines. (Bloom 4)
|
|
1 |
|
|
|
|
2 |
Define principles, concepts, methods and theories related with economics and finance. (Bloom 1)
|
|
|
|
3 |
|
|
SKILLS |
Cognitive |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Interpret the charts and tables related to the field. (Bloom 2)
|
|
|
|
3 |
|
|
SKILLS |
Practical |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Evaluate the theoretical models of economic policies which have direct or indirect effects by using the facts and dynamics of the economic system.(Bloom 4)
|
|
|
2 |
|
|
|
2 |
Analyze economic and financial reports. ((bloom 4)
|
|
|
|
3 |
|
|
3 |
Use basic mathematics, statistics and econometric methods and tools to solve economic and financial problems. (Bloom 3)
|
|
|
|
|
4 |
|
4 |
Interpret the operation of current economic, political and social events by using institutional information related with Economics and Finance.(Bloom 2)
|
|
|
|
3 |
|
|
OCCUPATIONAL |
Autonomy & Responsibility |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Organize economic and financial activities in humanitarian and social terms with adherence to ethics. (Bloom 4).
|
|
1 |
|
|
|
|
OCCUPATIONAL |
Learning to Learn |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Develop a critical perspective on national and international economic, political, social, financial and development problems. (bloom 6)
|
|
|
2 |
|
|
|
OCCUPATIONAL |
Communication & Social |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Follow the agenda on economics, politics and social issues and improve himself/ herself. (bloom 6)
|
|
1 |
|
|
|
|
OCCUPATIONAL |
Occupational and/or Vocational |
|
Programme Learning Outcomes |
Level of Contribution |
0 |
1 |
2 |
3 |
4 |
5 |
1 |
Analyze current issues and problems by using the structure and properties of Macro and Microeconomics and variables. (Bloom 4)
|
|
|
2 |
|
|
|
2 |
Evaluate the effectiveness of the general economic system and public policies and their effects on markets and basic economic variables.(Bloom 4)
|
|
1 |
|
|
|
|
3 |
Analyze the cause and effect relationships between the relevant economic variables. (Bloom 4)
|
|
|
2 |
|
|
|
4 |
Evaluate the expected trends and portfolio analyzes in interest and exchange rates within the framework of the general financial system. (Bloom 4)
|
|
|
2 |
|
|
|
WORKLOAD & ECTS CREDITS OF THE COURSE UNIT |
Workload for Learning & Teaching Activities |
Type of the Learning Activites |
Learning Activities (# of week) |
Duration (hours, h) |
Workload (h) |
Lecture & In-Class Activities |
14 |
3 |
42 |
Preliminary & Further Study |
13 |
2 |
26 |
Land Surveying |
0 |
0 |
0 |
Group Work |
0 |
0 |
0 |
Laboratory |
0 |
0 |
0 |
Reading |
10 |
2 |
20 |
Assignment (Homework) |
7 |
2 |
14 |
Project Work |
0 |
0 |
0 |
Seminar |
0 |
0 |
0 |
Internship |
0 |
0 |
0 |
Technical Visit |
0 |
0 |
0 |
Web Based Learning |
0 |
0 |
0 |
Implementation/Application/Practice |
0 |
0 |
0 |
Practice at a workplace |
0 |
0 |
0 |
Occupational Activity |
0 |
0 |
0 |
Social Activity |
0 |
0 |
0 |
Thesis Work |
0 |
0 |
0 |
Field Study |
0 |
0 |
0 |
Report Writing |
0 |
0 |
0 |
Final Exam |
1 |
1 |
1 |
Preparation for the Final Exam |
4 |
8 |
32 |
Mid-Term Exam |
1 |
1 |
1 |
Preparation for the Mid-Term Exam |
2 |
8 |
16 |
Short Exam |
0 |
0 |
0 |
Preparation for the Short Exam |
0 |
0 |
0 |
TOTAL |
52 |
0 |
152 |
|
Total Workload of the Course Unit |
152 |
|
|
Workload (h) / 25.5 |
6 |
|
|
ECTS Credits allocated for the Course Unit |
6,0 |
|