International Trade (English)
Bachelor	TR-NQF-HE: Level 6	QF-EHEA: First Cycle	EQF-LLL: Level 6

General course introduction information

Course Code:

BST153

Course Name:

Inferential Statistics

Course Semester:

Spring

Course Credits:

Theoretical	Practical	Credit	ECTS
3	0	3	6

Language of instruction:

Course Requisites:

Does the Course Require Work Experience?:

Type of course:

University Elective

Course Level:

Bachelor

TR-NQF-HE:6. Master`s Degree

QF-EHEA:First Cycle

EQF-LLL:6. Master`s Degree

Mode of Delivery:

Face to face

Course Coordinator :

Dr.Öğr.Üyesi FERİDUN CEMAL ÖZÇAKIR

Course Lecturer(s):

Course Assistants:

Course Objective and Content

Course Objectives:

The aim of this course is to teach students how to estimate population parameters from sample values and how to test hypotheses about these parameters.

Course Content:

In this course, Sampling Methods, Central Limit Theorem in Random Sampling, Estimation of Population Mean, Estimation of Population Ratio Estimation, Estimation of Population Variance, Parametric Hypothesis Tests, Tests and Stages of Hypothesis, Tests of Mean, Tests of Proportion, Tests of Variance, Between Two and More than Two Population Mean Tests of Difference – Analysis of Variance – F Test are explained.

Learning Outcomes

The students who have succeeded in this course;

Learning Outcomes

1 - Knowledge
Theoretical - Conceptual
1) Students will be able to estimate population parameters from sample values.
2 - Skills
Cognitive - Practical
1) Students will be able to test hypotheses about population parameters.
3 - Competences
Communication and Social Competence
Learning Competence
Field Specific Competence
Competence to Work Independently and Take Responsibility

Lesson Plan

Week	Subject	Related Preparation
1)	Sampling Methods
2)	Central Limit Theorem in Random Sampling
3)	Estimation of Population Mean
4)	Estimation of Population Ratio Estimation
5)	Estimation of Population Variance
6)	Parametric Hypothesis Tests
7)	Tests and Stages of Hypothesis
8)	Midterm
9)	Tests of Mean, Tests of Proportion
10)	Tests of Proportion
11)	Tests of Variance
12)	Between Two and More than Two Population Mean Tests of Difference
13)	Analysis of Variance
14)	F Test

Sources

Course Notes / Textbooks:	Çözümsel İstatistik - Prof. Dr. Nuray Girginer
References:	Çözümsel İstatistik - Prof. Dr. Nuray Girginer

Course-Program Learning Outcome Relationship

Learning Outcomes	1	2
Program Outcomes
1) To have theoretical and practical knowledge at the basic level supported by textbooks, application tools and other resources with current knowledge in the field based on the qualifications gained at the secondary level.
2) - To gain the ability to use the theoretical and practical knowledge at the basic level at an advanced level or at the same level in the same field. - To be able to interpret and evaluate the data by using the basic knowledge and skills acquired in the field, to identify and analyze the problems, to develop solutions based on evidence.
3) - To be able to convey his / her thoughts on basic knowledge and skills at the level of written and verbal communication. - To share his / her thoughts and solutions to the problems related to his / her field with experts and non-experts. - To be able to follow information in the field and communicate with colleagues by using a foreign language at least at a level of European Language Portfolio A2 General Level. - To be able to use information and communication technologies together with computer software at the basic level of European Computer Driving License required by the field.
4) - To be able to evaluate the basic knowledge and skills acquired in the field with a critical approach, to determine and meet the learning needs. - To be able to direct his / her education to an advanced level of education in the same field or to a profession at the same level. - Not to have gained awareness of lifelong learning.
5) - To have social, scientific, cultural and ethical values in the stages of collecting, applying and announcing the data related to the field. - To have sufficient awareness of the universality of social rights, social justice, quality and cultural values, environmental protection, occupational health and safety.
6) - To be able to conduct a basic level study independently. - To be able to take responsibility as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to carry out activities for the development of employees working under their responsibility within the framework of a project.
7) - To have advanced theoretical and practical knowledge supported by textbooks containing current information in the field, application tools and other resources.
8) To be able to use the advanced theoretical and practical knowledge acquired in the field. - Interpret and evaluate data using the advanced knowledge and skills acquired in the field, identify problems, analyze, develop solutions based on research and evidence.
9) - To be able to inform the relevant persons and institutions about the related subjects; transfer ideas and solutions to problems in written and orally. - To share his / her thoughts and solutions to the problems related to the field with the experts and non-experts by supporting them with quantitative and qualitative data. -To be able to organize and implement projects and activities for the social environment in which he / she lives with a sense of social responsibility. - To follow the information in his / her field and to communicate with his / her colleagues by using a foreign language at least at the European Language Portfolio B1 General Level. - To be able to use information and communication technologies together with computer software at the Advanced Level of European Computer Driving License required by the field. - To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety.
10) - To be able to critically evaluate the advanced knowledge and skills acquired in the field, - Identify learning needs and direct learning. - To develop positive attitudes about lifelong learning.
11) To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety
12) - To be able to conduct an advanced study independently. - To be able to take responsibility as an individual and as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to plan and manage activities for the development of employees working under their responsibility.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Low	3 Average	4 High	5 Highest

	Program Outcomes	Level of Contribution
1)	To have theoretical and practical knowledge at the basic level supported by textbooks, application tools and other resources with current knowledge in the field based on the qualifications gained at the secondary level.
2)	- To gain the ability to use the theoretical and practical knowledge at the basic level at an advanced level or at the same level in the same field. - To be able to interpret and evaluate the data by using the basic knowledge and skills acquired in the field, to identify and analyze the problems, to develop solutions based on evidence.
3)	- To be able to convey his / her thoughts on basic knowledge and skills at the level of written and verbal communication. - To share his / her thoughts and solutions to the problems related to his / her field with experts and non-experts. - To be able to follow information in the field and communicate with colleagues by using a foreign language at least at a level of European Language Portfolio A2 General Level. - To be able to use information and communication technologies together with computer software at the basic level of European Computer Driving License required by the field.
4)	- To be able to evaluate the basic knowledge and skills acquired in the field with a critical approach, to determine and meet the learning needs. - To be able to direct his / her education to an advanced level of education in the same field or to a profession at the same level. - Not to have gained awareness of lifelong learning.
5)	- To have social, scientific, cultural and ethical values in the stages of collecting, applying and announcing the data related to the field. - To have sufficient awareness of the universality of social rights, social justice, quality and cultural values, environmental protection, occupational health and safety.
6)	- To be able to conduct a basic level study independently. - To be able to take responsibility as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to carry out activities for the development of employees working under their responsibility within the framework of a project.
7)	- To have advanced theoretical and practical knowledge supported by textbooks containing current information in the field, application tools and other resources.
8)	To be able to use the advanced theoretical and practical knowledge acquired in the field. - Interpret and evaluate data using the advanced knowledge and skills acquired in the field, identify problems, analyze, develop solutions based on research and evidence.
9)	- To be able to inform the relevant persons and institutions about the related subjects; transfer ideas and solutions to problems in written and orally. - To share his / her thoughts and solutions to the problems related to the field with the experts and non-experts by supporting them with quantitative and qualitative data. -To be able to organize and implement projects and activities for the social environment in which he / she lives with a sense of social responsibility. - To follow the information in his / her field and to communicate with his / her colleagues by using a foreign language at least at the European Language Portfolio B1 General Level. - To be able to use information and communication technologies together with computer software at the Advanced Level of European Computer Driving License required by the field. - To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety.
10)	- To be able to critically evaluate the advanced knowledge and skills acquired in the field, - Identify learning needs and direct learning. - To develop positive attitudes about lifelong learning.
11)	To act in accordance with social, scientific, cultural and ethical values in the stages of collecting, interpreting, applying and announcing the data related to the field. - To have sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety
12)	- To be able to conduct an advanced study independently. - To be able to take responsibility as an individual and as a team member to solve unforeseen complex problems encountered in the applications related to the field. - To be able to plan and manage activities for the development of employees working under their responsibility.

Learning Activity and Teaching Methods

Expression
Individual study and homework
Lesson

Assessment & Grading Methods and Criteria

Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing)
Homework

Assessment & Grading

Semester Requirements	Number of Activities	Level of Contribution
Midterms	1	% 40
Final	1	% 60
total		% 100
PERCENTAGE OF SEMESTER WORK		% 40
PERCENTAGE OF FINAL WORK		% 60
total		% 100

Workload and ECTS Credit Grading

Activities	Number of Activities	Duration (Hours)	Workload
Course Hours	14	42	588
Homework Assignments	3	9	27
Midterms	1	1	1
Final	1	1	1
Total Workload			617