單一樣本及兩樣本區間估計認識與應用
區間估計在大樣本下的公式基本推導
了解統計假設檢定的名詞與基礎觀念
學習單一樣本及雙樣本在常態分配下的參數檢定，了解原由並運用
學習單一樣本及雙樣本在二項分配下的參數檢定，了解原由並運用
學習變藝數分析的模型及應用
線性迴歸模型配適級檢定Estimated recognition and application between single and two sample areas
Basic recommendations of the formulas of regional estimates under the general sample
Understand the noun and fundamental concepts of statistical assumption confirmation
Learn the parameter confirmation of single samples and double samples under normal allocation, understand the reason and use it
Learn the parameter confirmation of single and double samples under two allocations, understand the reason and use it
Learning model and application of variable number analysis
Linear rehabilitation model matching check
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 recommendation of some basic data, but they do not fully understand the theoretical basis behind the method. 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.
主要教課書: Statistical Techniques in Business and Economics 14th Edition
Author: Lind, Douglas A., Marchal, William G., Wathen, Samuel A.
雙葉代理
參考書目: 應用統計學 (林惠玲 陳正倉) --- 雙葉出版
Main courses: Statistical Techniques in Business and Economics 14th Edition
Author: Lind, Douglas A., Marchal, William G., Wathen, Samuel A.
Double Leaf Agent
Reference books: Application Statistics (Lin Huiling, Chen Zhengye) --- Double Leaf Publishing
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| AttendanceAttendance attendance |
10 | |
| HomeworkHomework homework |
20 | |
| Quiz 1Quiz 1 quiz 1 |
10 | |
| Quiz 2Quiz 2 quiz 2 |
10 |
