介紹統計原理與方法及如何應用於分析實際資料。使學生熟習：敘述統計方法、機率分佈、抽樣方法、點估計、區間估計、假設檢定、迴歸分析等，並瞭解如何應用適當的統計方法分析資料。Introduces statistical principles and methods and how they are applied to analyze actual data. Make students familiar with: narrative statistical methods, probability distribution, sampling methods, point estimation, interval estimation, hypothesis testing, regression analysis, etc., and understand how to apply appropriate statistical methods to analyze data.
統計方法是現今計量科學研究中最常用的方法之一，但是，隨著科技的進步、套裝軟體的發達，同學可以很容易的處理一些基本資料的分析及推論，但並不全然了解方法背後之理論基礎。因此，本課程的主要目的是建立同學能獲正確的統計基本概念。盡量以簡單、生動且易於了解的方式講授課程內容進而引發同學學習之興趣，避免艱深的內容和太多的數學推導。本課程內容包含：
1. 敘述統計：關於數據資料的描述及整理。
2. 機率論：統計推論的基礎。
3. 假設檢定。
4. 變方分析與實驗設計。
5. 迴歸分析。
Statistical methods are one of the most commonly used methods in today's quantitative scientific research. However, with the advancement of technology and the development of packaged software, students can easily handle the analysis and inference of some basic data, but they do not fully understand the reasons behind the methods. Theoretical basis. Therefore, the main purpose of this course is to enable students to acquire correct basic concepts of statistics. Try to teach the course content in a simple, vivid and easy-to-understand way to arouse students' interest in learning, and avoid difficult content and too many mathematical deductions. This course content includes:
1. Narrative statistics: description and organization of data.
2. Probability theory: the basis of statistical inference.
3. Hypothesis test.
4. Variation analysis and experimental design.
5. Regression analysis.
張玉媚、呂錦玫、李仁耀編著. 應用統計學. 2015/04 初版.滄海書局
Compiled by Zhang Yumei, Lu Jinmei and Li Renyao. Applied Statistics. First edition 2015/04. Canghai Book Company
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 期中考期中考 midterm exam |
35 | |
| 期末考期末考 final exam |
35 | |
| 小考小考 Quiz |
20 | |
| 平時表現平時表現 daily performance |
10 |
