何謂數據？如何描述？
機率論與一些機率分配
抽樣理論
估計與檢定
變異數分析
迴歸分析
卡方檢定What is data? How to describe it?
Probability Theory and Some Probability Assignments
sampling theory
Estimation and Verification
Variance analysis
regression analysis
Chi-square test
本課程主要目的為使修習者熟習統計學基礎理論與方法，培養對數字的敏感度，能夠從商管類研究報告中，迅速發掘有用之決策資訊，並為進一步獲取實際分析數據能力作準備。課程主要內容包括以下項目：
1.數據蒐集與表示方法
2.基礎機率理論
3.隨機變數與機率分配
4.常用機率分配
5.抽樣理論
6.點估計與區間估計
7.統計假說檢定
8.二母體之比較
9.關於比率
10.卡方檢定之應用
11.變異數分析
12.迴歸分析
The main purpose of this course is to familiarize students with the basic theories and methods of statistics, cultivate sensitivity to numbers, quickly discover useful decision-making information from business and management research reports, and prepare for further acquisition of practical data analysis capabilities. The main content of the course includes the following items:
1. Data collection and presentation methods
2. Basic probability theory
3. Random variables and probability distribution
4. Commonly used probability distribution
5. Sampling theory
6. Point estimation and interval estimation
7. Statistical hypothesis testing
8. Comparison of two mothers
9. About ratios
10.Application of chi-square test
11. Variation analysis
12.Regression analysis
1. (中文版由陳可杰、黃聯海、李宗倚、李婉怡、與陳益昌譯) Anderson, Sweeny, and Williams, 2011, Statistics for Business and Economics, 12e., 滄海
2. 自編講義一冊
1. (Chinese version translated by Chen Kejie, Huang Lianhai, Li Zongyi, Li Wanyi, and Chen Yichang) Anderson, Sweeny, and Williams, 2011, Statistics for Business and Economics, 12e., Canghai
2. Compile a self-written handout
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 小考小考 Quiz |
30 | 兩次,每次30% |
| 期末考期末考 final exam |
40 |
