應用統計學

臺北科技大學 115-1 學期課程，課號 363674。

• 學期：115-1
• 授課教師：陳彥璋
• 學分：3
• 選修
• 上課時段：週一 2、3、4 節

課程大綱

The objective of the course is to familiarize the students with statistical topics that frequently arise in engineering application. Realistic applications of moderate complexity will be considered. Students will be expected to become familiar with at least one major statistical software (e.g., Minitab).

課程進度

1. Introduction. 2. Collection and analysis of information. 3. Probability models. 4. Continuous probability models. 5. Applications of sampling distribution theory. 6. Statistical quality control. 7. Tests of statistical hypotheses. 8. Experiments with one factor. 9. Experiments with two factors. 10. Regression Analysis

評量方式

Report: 35% Final: 45% Homework: 20%

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Applied Statistics for Engineers & Physical Scientists 3/E, Ledolter and Hoogg, 2010, Pearson Education. Introductory Statistics 9/E, Weiss, N.A., 2012, Pearson Education.