Course Objectives
(1) Can calculate an interval estimate of population mean, dispersion and proportion.
(2) Can perform statistical hypothesis testing of population mean, dispersion and proportion.
(3) Can perform regression analysis.
Rubric
| Ideal Level of Achievement | Standard Level of Achievement | Unacceptable Level of Achievement) |
| Evaluation 1 | Can explain a population mean, dispersion and proportion, and can calculate an interval estimate of them. | Can perform statistical hypothesis testing of a population mean, dispersion and proportion. | Can't perform statistical hypothesis testing of a population mean, dispersion and proportion. |
| Evaluation 2 | Can explain statistical hypothesis testing, and can perform it of a population mean, dispersion and proportion.
| Can perform statistical hypothesis testing of a population mean, dispersion and proportion. | Can't perform statistical hypothesis testing of a population mean, dispersion and proportion. |
| Evaluation 3 | Can explain regression analysis, and can perform it. | Can perform regression analysis. | Can't perform regression analysis. |
Assigned Department Objectives
Learning and Educational Objectives of the “General Engineering” A-5
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JABEE 1(2)(c)
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Diploma policy 3
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Teaching Method
Outline:
Statistical methods are often used in experiments and research in mechanical engineering. Therefore, it is necessary to deepen the knowledge of statistics and to know how samples and populations are related. In particular, this subject covers the review of the foundation of statistics to the interval estimate and statistical hypothesis testing of a population mean, dispersion and proportion, and regression analysis.
Style:
Lecture and exercise
Notice:
Learning from both theory and practice through classes using textbooks and exercises and from information processing laboratory personal computers (Microsoft Excel).
Characteristics of Class / Division in Learning
Course Plan
|
|
|
Theme |
Goals |
| 1st Semester |
| 1st Quarter |
| 1st |
Review for statistics |
Understand the
basic language of statistics.
|
| 2nd |
Point and interval estimate of population mean |
Understand point and interval estimate of a population mean.
|
| 3rd |
Interval estimate of population dispersion |
Understand interval estimate of a population dispersion.
|
| 4th |
Interval estimate of population proportion
Exercise 1 |
Understand interval estimate of a population proportion.
Can perform various interval estimate.
|
| 5th |
Statistical hypothesis testing of population mean |
Understand statistical hypothesis testing of a population mean.
|
| 6th |
Statistical hypothesis testing of population dispersion |
Understand statistical hypothesis testing of Understand statistical hypothesis testing of a population dispersion.
|
| 7th |
Statistical hypothesis testing of population proportion
Exercise 2 |
Understand statistical hypothesis testing of Understand statistical hypothesis testing of a population proportion.
|
| 8th |
Middle exam |
|
| 2nd Quarter |
| 9th |
Explanation of middle exam |
|
| 10th |
Single regression analysis (1) |
Understand single regression analysis.
|
| 11th |
Single regression analysis (2) |
Understand single regression analysis.
|
| 12th |
Single regression analysis (3) |
Understand single regression analysis.
Can perform single regression analysis.
|
| 13th |
Multiple regression analysis (1) |
Understand multiple regression analysis.
|
| 14th |
Multiple regression analysis (2)
Exercise 4 |
Understand multiple regression analysis.
Can perform multiple regression analysis.
|
| 15th |
Final exam |
|
| 16th |
Return and explanation final exam |
|
Evaluation Method and Weight (%)
| Examination | Report | Total |
| Subtotal | 80 | 20 | 100 |
| Basic Ability | 20 | 10 | 30 |
| Technical Ability | 60 | 10 | 70 |