NCHU Course Outline
Course Name (中) 統計諮詢(6068)
(Eng.) Statistical Consulting
Offering Dept Graduate Institute of Statistics
Course Type Elective Credits 3 Teacher WU, HONG-DAR
Department Graduate Institute of Statistics / Graduate Language Chinese 英文/EMI Semester 2025-FALL
Course Description 使修課之學生由閱讀實際的資料開始,學習如何列出統計問題與科學問題,適當聯結其所熟悉的傳統統計理論,或查閱及學習尚未熟悉的較新之統計方法等,以解決諮詢者所詢問的統計問題或科學問題。
Prerequisites
self-directed learning in the course Y
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
1. 使修課之學生由閱讀實際的資料開始,學習如何列出統計問題與科學問,以解決諮詢者所詢問的統計問題或科學問題。
Lecturing
Assignment
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 cluster analysis
Week 2 cluster analysis and AI applications (1)
Week 3 cluster analysis and AI applications (2)
Week 4 Presentation for project 1
Week 5 Linear model and GLM with applications (1)
Week 6 Linear model and GLM with applications (2)
Week 7 Presentation for project 2
Week 8 Generalized additive models
Week 9 Presentation for project 3
Week 10 spatial temporal data analysis (I)
Week 11 spatial temporal data analysis (II)
Week 12 Presentation for project 4
Week 13 longitudinal data analysis (1)
Week 14 longitudinal data analysis (2)
Week 15 Event history data analysis
Week 16 Presentation for project 5
彈性自主學習: 製作專題報告
彈性自主學習: 製作專題報告
self-directed
learning
   03.Preparing presentations or reports related to industry and academia.

Evaluation
報告100%

Textbook & other References
Teaching Aids & Teacher's Website
Office Hours
(W2) 12:00~13:00
Sustainable Development Goals, SDGs(Link URL)
include experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:2025/06/18 20:58:04 Printed Date, year/month/day:2025 / 8 / 31
The second-hand book website:http://www.myub.com.tw/