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6235 - 量化資料分析基礎 Basis of Quantitative Data Analysis


教育目標 Course Target

量化分析方法主要是利用統計學所發展出的一種因果關係的研究方法。更具體地說,就是在控制其他因素的情形下,研究一變項對另一變項之影響,或變項之間如何相互影響的方法。分析方法會因研究者的研究情境、資料型態與特質或研究的課題之不同有所差異。因此,本課程之授課內容將先講解基本統計概論,再介紹不同類型的分析方法。Quantitative analysis method is mainly a causal relationship research method developed by statistics. More specifically, it is a method of studying the impact of one variable on another variable, or how variables interact with each other, while controlling other factors. The analysis methods will vary depending on the researcher's research situation, data type and characteristics, or the research topic. Therefore, the teaching content of this course will first explain the basic introduction to statistics, and then introduce different types of analysis methods.


參考書目 Reference Books

1. Hair et al. (2009) Multivariate Data Analysis, Prentice Hall.
2. 邱皓政 (2006) 量化研究法(二)(修訂版)統計原理與分析技術:SPSS中文視窗版操作實務詳析, 雙葉書廊
3. 吳明隆 (2014) 論文寫作與量化研究,五南書局
4. 陳正昌、程炳林、陳新豐、劉子鍵 (2011) 多變量分析方法:統計軟體應用,五南書局
5. 蕭文龍 (2013) 統計分析SPSS中文版+PLS_SEM(SmartPLS),碁峰。

1. Hair et al. (2009) Multivariate Data Analysis, Prentice Hall.
2. Qiu Haozheng (2006) Quantitative Research Method (2) (Revised Edition) Statistical Principles and Analysis Techniques: Detailed Analysis of the Operational Practice of SPSS Chinese Window Version, Shuangye Bookstore
3. Wu Minglong (2014) Thesis Writing and Quantitative Research, Wunan Book Company
4. Chen Zhengchang, Cheng Binglin, Chen Xinfeng, Liu Zijian (2011) Multivariate analysis method: application of statistical software, Wunan Book Company
5. Xiao Wenlong (2013) Statistical analysis SPSS Chinese version + PLS_SEM (SmartPLS), Qi Feng.


評分方式 Grading

評分項目 Grading Method 配分比例 Grading percentage 說明 Description
平時成績(出席、參與和小考)平時成績(出席、參與和小考)
Daily results (attendance, participation and quizzes)
30 (超過5次以上無故缺席 0%)
期中考期中考
midterm exam
25
期末報告期末報告
Final report
25
分組報告和作業分組報告和作業
Group reports and assignments
20

授課大綱 Course Plan

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Course Information

Description

學分 Credit:3-0
上課時間 Course Time:Wednesday/5,6,7[M408]
授課教師 Teacher:張伊婷/陳鴻基
修課班級 Class:資管系碩1,2
選課備註 Memo:
授課大綱 Course Plan: Open

選課狀態 Attendance

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