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Excel做資料分析。Introduce the principles and methods of statistics and how to apply them to analyse actual data. Mature students: describe statistical methods, probability distribution, sampling methods, point estimation, regional estimation, hypothesis confirmation, replication analysis, etc., and understand how to use Excel for data analysis.
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。
The statistical method is one of the most commonly used methods in today's quantitative scientific research. However, with the advancement of technology and the development of software packages, students can easily handle the analysis and recommendation of some basic data, but they do not fully understand the behind the method. Theoretical basis. Therefore, the main purpose of this course is to establish the basic statistical concepts that students can obtain correctly. As much as possible, teach the course content in a simple, vivid and easy to understand way to attract students' interest in learning, avoiding deep content and too much mathematical guidance. The course includes:
1. Statistics: Description and sorting of data.
2. Opportunity theory: the basis of statistical recommendation.
3. Assume confirmation.
4. Change analysis and experimental design.
5. Reply 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
Edited by Zhang Yumei, Lun Mei, and Li Renyao. Application Statistics. 2015/04 First Edition. Huahai Bookstore
| 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 Small exam |
20 | |
| 平時表現平時表現 Normal performance |
10 |
