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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

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TECHNIQUES FOR STATISTICAL ANALYSIS

Evaluation Tools (Active Term)

No evaluation items have been defined.

Course outcomes

  1. 01 define statistical applications for business and economics.
  2. 02 discuss the elementary concept of probability theory and also sampling theory
  3. 03 construct probability models with an emphasis on discrete random variables.
  4. 04 pply methods for continuous random variables and probability distributions and predicting approximations.
  5. 05 interpret based on a Single Sample: Estimation with Confidence Intervals.
  6. 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

  1. 01 Statistics for business and economics (2013) Paul Newbold, William L. Carlson, Betty M. Thorne.—8th ed
  2. 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

  1. L01 define statistical applications for business and economics.
  2. L02 discuss the elementary concept of probability theory and also sampling theory
  3. L03 construct probability models with an emphasis on discrete random variables.
  4. L04 pply methods for continuous random variables and probability distributions and predicting approximations.
  5. L05 interpret based on a Single Sample: Estimation with Confidence Intervals.
  6. L06 nterpret based on a Single Sample: Estimation with Confidence Intervals.

Program Outcomes

  1. P01 1. Develops and deepens his / her knowledge in the field of tourism and hotel management based on his / her undergraduate qualifications.
  2. P02 2. Have knowledge about management and organization issues in the field of Tourism and Hotel Management.
  3. P03 3. Has knowledge about production management and marketing in Tourism and Hotel Management.
  4. P04 4. Tourism and Hotel Management, accounting and finance issues.
  5. P05 5. Evaluate the concepts, ideas, data, and information in the sectoral and academic fields and solve the problems.
  6. P06 6. Understands the interaction between disciplines related to tourism.
  7. P07 7. Evaluate the sectoral conjuncture and make predictions about the future, determine strategic goals and targets, plan and implement them.
  8. P08 8. Can prepare projects for the sector; take an active role in the programming, evaluation and execution phases.
  9. P09 9. Have cognitive abilities such as attention, memory, judgment and evaluation, reasoning, problem-solving and decision making, understanding, and language production.
  10. 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.
  11. P11 11. Analyze the business, its competitors, the sector and the sectoral competitiveness through various graphs, matrices and tables.
  12. P12 12. Knows at least one foreign language which is valid in the field of tourism management.
  13. P13 13. Has sufficient knowledge about the sector and business issues such as occupational safety, worker health, social security, quality and sustainability.
  14. P14 14. Has knowledge about his / her field and can transfer his / her knowledge, predictions, and thoughts orally and in writing.
  15. P15 15. Can apply all stages of tourism industry-related businesses from investment decision to operate.
  16. 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 - - - - - - - - - - - - - - - - -