NCHU Course Outline

Course Name	(中) 高等統計方法與試驗設計專題討論(一)(8058)
	(Eng.) Seminar on Advanced Statistical Method and Experimental Design (I)
Offering Dept	Department of Agronomy
Course Type	Required			Credits	1	Teacher	CHIANG,KUO-SZU
Department	Department of Agronomy / Ph.D			Language	Chinese	Semester	2026-FALL
Course Description	指導學生研讀與檢討有關大規模試驗之設計與分析的理論與方法之當代研究報告, 期使學生掌握試驗設計與統計方法之發展趨勢。
Prerequisites

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. 掌握試驗設計與統計方法之發展趨勢	4. 6. 7.	50 30 20	topic Discussion / Production	Attendance Oral Presentation Written Presentation
Course Content and Homework/Schedule/Tests Schedule
Week Course Content Week 1 Regression Week 2 Regression Week 3 Design of experiments Week 4 Design of experiments Week 5 Linear Models Week 6 Linear Models Week 7 Linear Models Week 8 Generalized Linear Models Week 9 Generalized Linear Models Week 10 Generalized Linear Models Week 11 Generalized Linear Models Week 12 Linear mixed models Week 13 Linear mixed models Week 14 Categorical data analysis Week 15 Categorical data analysis Week 16 Survival analysis self-directed learning    02.Viewing multimedia materials related to industry and academia.    05.Participation in various workshops organized by different departments of NCHU.
Evaluation
書面報告、臨場報告與答辯、參與討論等表現。
Textbook & other References
The American Statistician The Annals of Applied Statistics Biometrics Biometrika Communications in Statistics - Theory and Methods Computational Statistics and Data Analysis Journal of Agricultural, Biological, and Environmental Statistics Journal of the American Statistical Association Journal of the Royal Statistical Society. Series A (General) Journal of the Royal Statistical Society. Series B (Statistical Methodology) Journal of the Royal Statistical Society. Series C (Applied Statistics) Technometrics 等重要期刊
Teaching Aids & Teacher's Website
https://sites.google.com/email.nchu.edu.tw/biostatistics and I-LEARNING 通知同學們相關訊息
Office Hours
11:00 AM - 12:00 PM on Friday

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Update Date, year/month/day：2026/06/25 08:33:59	Printed Date, year/month/day：2026 / 8 / 25
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