International Trade (English) | |||||
Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 |
Course Code: | BBA182 | ||||||||
Course Name: | Applied Statistics | ||||||||
Course Semester: | Spring | ||||||||
Course Credits: |
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Language of instruction: | EN | ||||||||
Course Requisites: | |||||||||
Does the Course Require Work Experience?: | No | ||||||||
Type of course: | Compulsory | ||||||||
Course Level: |
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Mode of Delivery: | Face to face | ||||||||
Course Coordinator : | Assoc. Prof. OYA KENT BIRIK | ||||||||
Course Lecturer(s): |
Dr.Öğr.Üyesi SEDA KEKLİK |
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Course Assistants: |
Course Objectives: | The purpose of this course is to equip students with an understanding of descriptive statistics and analytical thinking. Discussions will range from key concepts to useful data resources. Among topics covered are: Data collection, summarizing and presenting techniques, probability theory, discrete and continuous random variables, discrete probability distribution, continuous probability distribution, sampling distributions, inferential statistics, confidence intervals, hypothesis testing and simple correlation. |
Course Content: | • Population, sample, decision-making in statistics, uncertainty • Understand the concept of uncertainty and Probability Theory • Understand the concept of discrete random variables and discrete probability distributions • Sampling Distributions • Building confidence intervals • Understand the concept of Hypothesis testing • Calculate sample covariance and correlation coefficients and interpret their meanings |
The students who have succeeded in this course;
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Week | Subject | Related Preparation |
1) | • Population, sample, decision-making in statistics, uncertainty | none |
2) | • Mean, median, mode, range | • Review the Syllabus Watch the video: Introduction to Statistics |
3) | • Variance, standard deviation, histograms, bar and pie-charts | • Watch the videos: ÖF İstatistik Dersi Ders 1 Ünite 2 |
4) | • Random experiment, outcomes, events, Probability Theory, permutations, combinations | Videoları izleyin |
5) | • Probability rules, bivariate probability, Bayes' theorem | Watch videos: |
6) | • Discrete random variables • Probability distributions for discrete variables • Expected value • Joint Distribution • Binomial Distribution • Poisson distribution • Hyper Geometrical Distribution | Watch the videos |
7) | • Continuous random variable • Probability Distribution • Expected value • Joint Distribution • Normal Distribution • Empirical Rule | watch the videos |
8) | • sampling of a population • sampling distribution of the sample mean • sampling distribution of the sample variance • sampling distribution of the sample proportion | Watch the videos |
9) | • Confidence interval when Population variance is known • Confidence interval when Population variance is unknown • Student's t distribution • Confidence interval for a Population proportion | Watch the videos |
10) | • Confidence intervals for population mean population known/ population unknown/proportion/variance/difference in means | |
11) | • Null hypothesis, alternative/research hypothesis, type-1 error, type-2 errors, power of the test • Hypothesis testing of the population mean when the population variance is known • Hypothesis testing of the population mean when the population variance is unknown | |
12) | • Hypothesis test of the population proportion • Hypothesis test of the population variance • Hypothesis test of the difference of two population mean • Hypothesis test of the difference between two population proportions | |
13) | • Correlation • Hypothesis testing | |
14) | • Review of the material covered during the entire semester | |
15) | final sınavı |
Course Notes / Textbooks: | Statistics for Business and Economics, Eighth Edition Authors: Paul Newbold, William L. Carlson, Betty M. Thorne |
References: | İşletme ve İktisat için İstatistik, Paul Newbold, William L.Carlson, Betty M. Thorne (çeviri: Ümit Şenesen), 8. Baskı Literatür Yayıncılık, 14.12. 2009 ISBN: 9758431557 |
Learning Outcomes | 1 |
2 |
3 |
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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. |
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. |
Field Study | |
Peer Review | |
Expression | |
Brainstorming/ Six tihnking hats | |
Individual study and homework | |
Lesson | |
Group study and homework | |
Lab | |
Reading | |
Homework | |
Problem Solving | |
Q&A / Discussion | |
Case Study |
Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing) | |
Homework | |
Application | |
Group project | |
Reporting | |
Bilgisayar Destekli Sunum |
Semester Requirements | Number of Activities | Level of Contribution |
Quizzes | 1 | % 20 |
Midterms | 1 | % 30 |
Final | 1 | % 50 |
total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 50 | |
PERCENTAGE OF FINAL WORK | % 50 | |
total | % 100 |
Activities | Number of Activities | Workload |
Course Hours | 15 | 45 |
Application | 15 | 45 |
Homework Assignments | 15 | 30 |
Quizzes | 15 | 30 |
Midterms | 15 | 39 |
Final | 15 | 37 |
Total Workload | 226 |