一、課程說明(Course Description) 
<br>1. Students will have some knowledge of statistics.
<br>2. Students will be in depth understanding of the basic concepts of satistical 
<br>process/quality control.
<br>3. Students will understand the principles of multivariate statistical analysis 
<br>and can apply the methods to practical problems.
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<br>二、指定用書(Text Books)
<br>Douglas C. Montgomery, "Statistical Quality Control: A Modern Introduction", 6th 
<br>Edition.
<br>L. H. Chiang, E. L. Russell and R. D. Braatz, "Fault detection and diagnosis in 
<br>industrial systems".
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<br>三、參考書籍(References) 
<br>I.T. Jolliffe, "Principal Component Analysis", 2nd Edition.
<br>Selected papers.
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<br>四、教學方式(Teaching Method) 
<br>Lecture presentation
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<br>五、教學進度(Syllabus)
<br>1. Introduction to statistical process/quality control
<br>2. Basic statistics
<br>3. Basic methods of univariate statistical process control
<br>Midterm exam
<br>4. Principal component analysis and related methods
<br>5. Multivariate statistical process monitoring and fault diangosis
<br>Final exam
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<br>六、成績考核(Evaluation) 
<br>Midterm Exam = 30% 
<br>Final Exam = 40% 
<br>Homework & in-class performance = 30%