| 當期課號 | 7175 | Course Number | 7175 |
|---|---|---|---|
| 授課教師 | 洪弘祈 | Instructor | HORNG,HORNG CHYI |
| 中文課名 | 高等統計方法 | Course Name | Advanced Statistical Methods |
| 開課單位 | 工業工程與管理系碩士班一A | Department | |
| 修習別 | 必修 | Required/Elective | Required |
| 學分數 | 3 | Credits | 3 |
| 課程目標 | 本課程主要介紹進階統計學的理論、方法、與應用，並偏重於基礎數理統計、迴歸分析與變異數分析等。 | Objectives | This course aims to provide advanced statistics theory and some application of statistical methods. Selected topics are: basic concept of mathematical statistics, regression, analysis of variance (ANOVA), etc |
| 教材 | Applied Statistics and Probability for Engineers, 4th Edition Douglas C. Montgomery, George C. Runger ISBN: 978-0-471-74589-1 Hardcover 784 pages April 2006 |
Teaching Materials | Applied Statistics and Probability for Engineers, 4th Edition Douglas C. Montgomery, George C. Runger ISBN: 978-0-471-74589-1 Hardcover 784 pages April 2006 |
| 成績評量方式 | 報告與口頭簡報 20% 考試 80% |
Grading | Report & presentation 20% Exam 80% |
| 教師網頁 | http://www.cyut.edu.tw/~hchorng | ||
| 教學內容 | 複習基礎工程統計(包括抽樣及抽樣分布，點及區間估計，假設檢定等)，並著重於迴歸分析，變異數分析，以及無母數分析，以使學生具備完整之統計分析技巧，應用於學術論文研究及產業實務。 | Syllabus | This course reviews some of the fundamental statistics (including sampling and sample distribution, point and interval estimation, hypothesis testing) and introduces advanced topics such as ANOVA, regression analysis, and Nonparametric Statistics. The purpose is to facilitate students with sound statistical skill in studing academic research as well as solvingreal-world problems. |