1. COURSE OBJECTIVES
The course equips students with basic knowledge the theory of probability and mathematical statistics in economics, including:
– 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.
2. COURSE CONTENTS
|
Section |
Contents |
Time Allocation |
Contribution to CLO |
|||
|
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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|
1-2 |
Chapter 1. Events and their probabilities Chapter 2: Random Variables and the Law of Probability Distribution |
2 |
1 |
4 |
10 |
1,4,5 |
|
3-4 |
Chapter 2. (continued) Chapter 3: Some common rules of probability distribution |
2 |
1 |
2 |
10 |
1,4,5 |
|
5-6 |
Chapter 3. (continued) Chapter 4: Two-way Random Variable Mid-term test |
2 |
1 |
2 |
10 |
1,4,5 |
|
7-8 |
Chapter 5. Sample theoretical basis |
4 |
2 |
2 |
10 |
2,4,5 |
|
9-10 |
Chapter 6. Parameter Estimation of Random Variables in economics and business. |
4 |
2 |
4 |
12 |
2,3,4,5 |
|
11-12 |
Chapter 6 (continued) Chapter 7. Statistical Hypothesis Testing in economics and business. |
2 |
1 |
2 |
12 |
2,3,4,5 |
|
13-14 |
Chapter 7: (continued) |
4 |
2 |
4 |
12 |
2,3,4,5 |
|
15 |
Chapter 8. Regression and correlation in economics and business. |
2 |
1 |
2,5 |
6,5 |
2,3,4,5 |
|
Total (hours) |
30 |
15 |
22,5 |
82,5 |
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3. 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 lecturers |
Number of times attending in class and the process of participating in the lesson |
1, 4,5 |
10% |
|
Quiz, midterm test; Report |
The contents of the course |
Multiple choice or essay test in about 60 minutes |
2, 4,5 |
20% |
|
|
Summative |
Final test |
The contents of the course
|
60-minute essay test
|
2,3,4,5 |
70% |
|
|
|
|
Total: |
100% |
|