TECHNIQUES FOR STATISTICAL ANALYSIS
- Course
- BUSN595 - TECHNIQUES FOR STATISTICAL ANALYSIS
- Department
- Master of Business Administration - English - Master
- Course Type
- Course
- Status
- Required
- Language
- English
- Credit
- 3
- ECTS
- 0
- T+P+L
- 3 + 0 + 0
- Course Coordinator(s)
- -
- Prerequisite
- -
- Keywords
- -
Course Description
-
TECHNIQUES FOR STATISTICAL ANALYSIS
Evaluation Tools (Active Term)
No evaluation items have been defined.
Course outcomes
- 01 define statistical applications for business and economics.
- 02 discuss the elementary concept of probability theory and also sampling theory
- 03 construct probability models with an emphasis on discrete random variables.
- 04 pply methods for continuous random variables and probability distributions and predicting approximations.
- 05 interpret based on a Single Sample: Estimation with Confidence Intervals.
- 06 nterpret based on a Single Sample: Estimation with Confidence Intervals.
Course Syllabus
| Week | Topic |
|---|---|
| Week 1 | Statistics, Data |
| Week 2 | Methods for Describing Sets of Data |
| Week 3 | Sampling and sampling Distribution |
| Week 4 | Probability |
| Week 5 | Probability |
| Week 6 | Practical cases/Quiz |
| Week 7 | midterm |
| Week 8 | midterm |
| Week 9 | Discrete Random Variables and Probability Distribution |
| Week 10 | Continous Random Variables and Probability Distribution |
| Week 11 | Hypothesis testing:Single Population |
| Week 12 | Hypothesis testing: Two Population |
| Week 13 | Practical cases/Quiz |
| Week 14 | Final exam |
| Week 15 | Final exam |
Reference Books & Course Materials
- 01 Statistics for business and economics (2013) Paul Newbold, William L. Carlson, Betty M. Thorne.—8th ed
- 02 Freedman, D. A. (1985). Statistics and the scientific method. In Cohort analysis in social research (pp. 343-366). Springer, New York, NY.
Learning Outcomes
- L01 define statistical applications for business and economics.
- L02 discuss the elementary concept of probability theory and also sampling theory
- L03 construct probability models with an emphasis on discrete random variables.
- L04 pply methods for continuous random variables and probability distributions and predicting approximations.
- L05 interpret based on a Single Sample: Estimation with Confidence Intervals.
- L06 nterpret based on a Single Sample: Estimation with Confidence Intervals.
Program Outcomes
- P01 1. Develops and deepens his / her knowledge in the field of tourism and hotel management based on his / her undergraduate qualifications.
- P02 2. Have knowledge about management and organization issues in the field of Tourism and Hotel Management.
- P03 3. Has knowledge about production management and marketing in Tourism and Hotel Management.
- P04 4. Tourism and Hotel Management, accounting and finance issues.
- P05 5. Evaluate the concepts, ideas, data, and information in the sectoral and academic fields and solve the problems.
- P06 6. Understands the interaction between disciplines related to tourism.
- P07 7. Evaluate the sectoral conjuncture and make predictions about the future, determine strategic goals and targets, plan and implement them.
- P08 8. Can prepare projects for the sector; take an active role in the programming, evaluation and execution phases.
- P09 9. Have cognitive abilities such as attention, memory, judgment and evaluation, reasoning, problem-solving and decision making, understanding, and language production.
- P10 10. Learn how to learn by learning from their mistakes by making solutions to the problems they face and adopt the principle of lifelong learning.
- P11 11. Analyze the business, its competitors, the sector and the sectoral competitiveness through various graphs, matrices and tables.
- P12 12. Knows at least one foreign language which is valid in the field of tourism management.
- P13 13. Has sufficient knowledge about the sector and business issues such as occupational safety, worker health, social security, quality and sustainability.
- P14 14. Has knowledge about his / her field and can transfer his / her knowledge, predictions, and thoughts orally and in writing.
- P15 15. Can apply all stages of tourism industry-related businesses from investment decision to operate.
- P16 16. Strategic, tactical and operational aspects of business management; comprehend local, national, international and global dimensions.
Po-Lo Matrix
| LO | P01 | P02 | P03 | P04 | P05 | P06 | P07 | P08 | P09 | P10 | P11 | P12 | P13 | P14 | P15 | P16 | Average |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| L01 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| L02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| L03 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| L04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| L05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| L06 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |