統計學

臺北科技大學 115-1 學期課程，課號 362541。

課程大綱

本課程旨在為學生奠定商業統計基礎，並闡述其在數據驅動決策中的作用。學生將學習如何收集、整理、視覺化和分析商業數據，解讀統計結果，並使用 Microsoft Excel 和 SPSS 進行數據分析和結果交流。課程著重透過商業案例研究和真實案例進行實踐應用。 This course provides students with a foundation in business statistics and its role in data-driven decision-making. Students will learn to collect, organize, visualize, and analyze business data, interpret statistical results, and communicate findings using Microsoft Excel and SPSS. The course emphasizes practical applications through business case studies and real-world examples.

課程進度

Week 1 Introduction to Business Statistics Week 2 Business Data & Data Collection Week 3 Organizing & Visualizing Data Week 4 Descriptive Statistics I (Mean, Median, Mode) Week 5 Descriptive Statistics II (Variation & Distribution) Week 6 Business Dashboard & Report Writing Week 7 Introduction to Probability Week 8 Probability in Business Week 9 Midterm Examination Week 10 Probability Distributions Week 11 Normal Distribution Week 12 Sampling Methods Week 13 Sampling Distributions Week 14 Confidence Intervals Week 15 Business Decision Making Week 16 Group Statistical Exhibit Week 17 Sample Project Creation Course Week 18 Wrap-up & Final Examination

評量方式

In-Class Exercises 20% Business Dashboard & Report Writing 15% Midterm Examination 25% Group Presentation & Final exam 40%

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 Introductory Business Statistics (OpenStax) “Holmes, A., Illowsky, B., & Dean, S. (2017). Introductory Business Statistics 2e. OpenStax.”