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1. COURSE OBJECTIVE
The course is designed to introduce students to statistical data analysis and inference techniques within the context of business analytics. Students will learn how to select statistical tools that are appropriate for a given application and also develop a high level of proficiency in Microsoft Excel.
2. COURSE CONTENT
No.
Content
Time Allocation
Contribution to CLO
Hour(s) on the class
Essays, exercise,
Assignments...
Self-study with teacher’s tutorials
Lecture
Practice, Seminar…
1
Chap 1. Introduction
2
1
6
1
2
Chap 2. Descriptive Statistics
2
1
4.5
6
1,3,4
5,6,7
3
Chap 2. Descriptive Statistics
2
1
6
1,3,4
5,6,7
4
Chap 3. Normal Probability Model
2
1
6
1,2,3,4
5,6,7
5
Chap 4. Sampling distributions
2
1
4.5
6
1,2,3,4
5,6,7
6
Chap 5. Interval Estimation
2
1
0
7
1,2,3,4
5,6,7
7
Review
2
1
4.5
6
1,2,3,4
5,6,7
8
Midterm test 1
3
0
4.5
6
1,2,3,4
5,6,7
9
Chap 6. Hypothesis test 1
2
1
6
1,2,3,4
5,6,7
10
Chap 7. Hypothesis test 2
2
1
4.5
6
1,2,3,4
5,6,7
11
Chap 8. Experimental design and analysis of variance (ANOVA)
2
1
6
1,2,3,4
5,6,7
12
Chap 8. Experimental design and analysis of variance (ANOVA)
2
1
6
1,2,3,4
5,6,7
13
Chap 9. Regression Models
2
1
3
1,2,3,4
5,6,7
14
Review
1
2
3
1,2,3,4
5,6,7
15
Review
2
1
3.5
1,2,3,4
5,6,7
Total
30
15
22.5
82.5
3. COURSE ASSESSMENT
- Score ladder: 10
3.1. Type of Assessement
- Type of assessment
Form
Content
Criteria
CLO
Proportion
Formative
Class attendance
The number of attendances and participation in lesson
5
10%
Quizes and inclass discussion
.
student's contribution to in-class lecture
5
Summative
Midterm tests
Short form and/or multiple choice tests
+ For math problem: using the correct formula, correct formula transformation accounts for 50% of points. Correct result of from the calculation accounts for 20% of the points, accurately illustrated figure accounts for 30% of points
+ For short answer test: correct answers accounts for 20% of points, full explanation with
correct formula or illustrated graph accounts for 80% of points
1,3,4,5,6,7.
30%
Final test
Multiple choice tests and/or short answer tests and /or short essay questions
+ For short answer tests: correct answers accounts for 20% of points, full explanation with correct formula or illustrated graph accounts for 80% of points
+ For short essay question: answering correct content accounts for 20% of the points, using the knowledge learned to illustrate, explain, analyze accounts for 70% of the points, making practical connection accounts for 10% of the points
1,2,3,4,5,6,7.
60%
Total:
100%