Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
本課程主要目的首先是從機率理論的定義和例子出發,然後再去建立學生的理論統計的概念。 |
1.Statistical Thinking and Logic |
4.Professional Knowledge and Literature Review |
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Attendance |
Assignment |
Quiz |
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Course Content and Homework/Schedule/Tests Schedule |
Week |
Course Content |
Week 1 |
Probability Theory |
Week 2 |
Probability Theory |
Week 3 |
Transformation and Expectations |
Week 4 |
Transformation and Expectations |
Week 5 |
Common Families of Distributions |
Week 6 |
Multiple Random Variables |
Week 7 |
Multiple Random Variables |
Week 8 |
Properties of a Random Sample |
Week 9 |
midterm |
Week 10 |
Properties of a Random Sample |
Week 11 |
Principles of Data Reduction |
Week 12 |
Principles of Data Reduction |
Week 13 |
estimation |
Week 14 |
estimation |
Week 15 |
hypothesis testing |
Week 16 |
hypothesis testing
confidence interval
final exam. |
self-directed learning |
   01.Participation in professional forums, lectures, and corporate sharing sessions related to industry-government-academia-research exchange activities.
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Evaluation |
三次考試各佔30%,作業(10%),點名(加分) |
Textbook & other References |
Statistical Inference, Casella and Berger, 2nd ed., 2002,
Duxbury, 華泰
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Teaching Aids & Teacher's Website |
iLearning |
Office Hours |
另訂 |
Sustainable Development Goals, SDGs(Link URL) |
04.Quality Education   05.Gender Equality   08.Decent Work and Economic Growth | include experience courses:N |
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