工程統計學

臺北科技大學 115-1 學期課程，課號 362351。

課程大綱

本課程介紹統計學與機率論的基本概念，包括敘述統計、機率、隨機變數、常見機率分配、抽樣分配，以及基本推論方法。學生將學習如何整理、描述、分析資料，並理解統計方法在實際問題中的應用。 This course introduces fundamental concepts in statistics and probability, including descriptive statistics, probability, random variables, common probability distributions, sampling distributions, and basic inference. Students will learn to organize, describe, and analyze data, and understand applications of statistical methods.

課程進度

Chapter 1: Introduction to Statistics and Probability Chapter 2: Measures of Central Tendency Chapter 3: Measures of Dispersion Chapter 4: Skewness and Kurtosis Chapter 5: Fundamentals of Probability Chapter 6: Conditional Probability and Independence Chapter 7: Random Variables Chapter 8: Midterm Examination Chapter 9: Joint and Marginal Distributions Chapter 10: Special Discrete Distributions Chapter 11: Normal Distribution Chapter 12: Sampling Distributions Chapter 13: Chi-square, t, and F Distributions Chapter 14: Gamma Distribution Chapter 15: Linear Transformations and Subscores Chapter 16: Final Examination or Final Project Presentation

評量方式

Midterm examination:30% Final examination or project: 30% Attendance and participation: 30% Flexible learning activities: 10%

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 References (for supplementary reading, not the main textbook) Ross, S. M. A First Course in Probability. Pearson. Devore, J. L. Probability and Statistics for Engineering and the Sciences. Cengage Learning.