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Course title: The Theory of Probability and Mathematical Statistics
Course code: TOAH201
Department: Faculty of Basic Science
Course conducting: Mathematics Department
Credit hours: 3
Prerequisite(s): TOAH105
- COURSE OBJECTIVES
The course equips students with basic knowledge
- About the theory of probability: basic concepts of probability, one-dimensional random quantity, multi-dimensional random quantity, probability distribution rules.
- About Mathematical statistics: sample theory, estimation problems and statistical hypothesis testing
- Applying the methods of probability and mathematical statistics applied in economics and business.
- COURSE CONTENTS AND SCHEDULE
|
Section |
Contents |
Time Allocation |
Contribution to CLO |
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|
Hour(s) on the class |
Essays, exercise, Assignments...
|
Self-study with teacher’s tutorials
|
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Lecture
|
Practice, Seminar…
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|
1 |
Chapter 1. Descriptive statistics |
2 |
1 |
2 |
5 |
1,4,5 |
|
2 |
Chapter 2. Events and their probabilities |
2
|
1
|
2 |
5 |
1, 4, 5 |
|
3+4 |
Chapter 3: Random Variables and the Law of Probability Distribution of random variables in economics and business |
4 |
2 |
4 |
10 |
1, 4, 5 |
|
5 + 6 |
Chapter 4: Some common rules of probability distribution in economics and business |
4 |
2 |
4 |
10 |
1, 4, 5 |
|
7 |
Chapter 5: Two-way Random Variable in economics and business Mid-term test |
2 |
1 |
1 |
5 |
1, 4, 5 |
|
8 |
Chapter 6. Sample theoretical basis |
4 |
2 |
2 |
10 |
2, 4, 5 |
|
9-11 |
Chapter 7. Parameter Estimation of Random Variables in economics and business. |
6 |
3 |
5 |
18 |
2, 3, 4, 5 |
|
12-14 |
Chapter 8. Statistical Hypothesis Testing in economics and business. |
6 |
3 |
5 |
18 |
2, 3, 4, 5 |
|
15 |
Chapter 9. Regression and correlation in economics and business. |
2 |
1 |
5 |
4 |
2, 3, 4, 5 |
|
|
Total (hour) |
30 hours |
15 hours |
25 hours |
80 hours |
|
- COURSE ASSESSMENT
- Score ladder: 10
- Type of assessment
|
Form |
Content |
Criteria |
CLO |
Proportion |
|
|
Formative |
Attendance |
Check your attendance in class. Check the level of participation in the lesson and completing all the requirements of the lecturer. Do homework exercises. Complete the Case Study. Work in groups. Participate in class discussions and presentations. Work on essay. |
Number of times attending in class and the process of participating in the lesson |
1,3,4,5 |
10% |
|
Quiz, midterm test; Report |
The contents of the course |
Choose one of the following: +) Multiple choice test or essay in 60 minutes time +) Combination of multiple-choice test (essay) in 60 minutes with large exercises (complete Case Study) |
1,2,3 |
20% |
|
|
Summative |
Final test |
The contents of the course |
60-minute essay test |
2,3,4,5 |
70% |
|
|
|
|
Total: |
100% |
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