IEEM 5105-0

Brief

This is a basic course in designing experiments and analyzing the resulting data. Students will learn how to plan, conduct and analyze experiments effectively and efficiently in this course. Several types of experiments that are frequently conducted in industrial settings will also be included.

Description

Course keywords: Statistical Methods; Design of experiments; ANOVA; Blocking; Factorial Designs; Response Surface Methodology 一、課程進度 1. Introduction to DOE 2. Basic Statistical Methods 3. Analysis of Variance (ANOVA) 4. Experiments with Blocking Factors 5. General Factorial Experiments 6. Two-level Factorial Designs (i.e. 2^k designs) 7. Blocking and Confounding Systems for Two-level Factorial Designs 8. Two-level Fractional Factorial Designs (i.e. 2^k-p designs) 9. Other Topics (such as Regression Modeling, Response Surface Methodology, Random Effects Models, Nested and Spilt-Plot Designs) 二、成績考核(Evaluation) 1. Midterm Exam (15%+15%) 2. Final Exam (20%) 3. Quiz (40%) 4. Final Project(10%) 三、可連結之網頁位址 Teaching materials and announcements for this course will be posted on the following two course systems: 1. Moodle system at http://moodle.nthu.edu.tw 2. iLMS system at http://lms.nthu.edu.tw 四、AI使用規則 1. 本課程考試禁止使用AI。 2. 修讀本課程之學生於選課時視為同意以上倫理聲明。

Timetable

Scores

Average Percentage 84.69

Std. Deviation 5.61

Remarks

本課程為16週課程.需先修過機率或統計,加簽選課,欲選課者請email工工系辦

Restrictions

限工工系碩士班

Compulsory

Elective

Cross Discipline

First Specialization

Second Specialization