1499 - 統計學
Statistics
教育目標 Course Target
This course is a continuation of Statistics I. Statistics in Business applies statistical methods in a business context in order to address business related questions and help make evidence based decisions. Students will learn to apply commonly used statistical methods in business contexts and to interpret analyses performed by others.
This course will cover:
1. One-Sample Hypothesis Tests.
2. Two-Sample Hypothesis Tests.
3. Analysis of Variance.
4. Correlation Analysis.
5. Simple Regression.
6. Multiple Regression.
7. Time-Series Analysis
8. Chi-Square Tests and Nonparametric Tests.
9. Statistical analysis on financial data using Microsoft Excel and SAS.
This course is a continuation of Statistics I. Statistics in Business applications statistical methods in a business context in order to address business related questions and help make evidence based decisions. Students will learn to apply commonly used statistical methods in business contexts and to interpret analyzes performed by others.
This course will cover:
1. One-Sample Hypothesis Tests.
2. Two-Sample Hypothesis Tests.
3. Analysis of Variance.
4. Correlation Analysis.
5. Simple Regression.
6. Multiple Regression.
7. Time-Series Analysis
8. Chi-Square Tests and Nonparametric Tests.
9. Statistical analysis on financial data using Microsoft Excel and SAS.
課程概述 Course Description
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.
參考書目 Reference Books
1. Applied Statistics in Business & Economics, 5th Edition, by David P. Doane and Lori E. Seward.
2. Applied Statistics for Business and Management using Microsoft Excel, 2013, Linda Herkenhoff and John Fogli.
3. Statistical Data Analysis Using SAS, 2014, Mervyn G. Marasinghe and Kenneth J. Koehler.
1. Applied Statistics in Business & Economics, 5th Edition, by David P. Doane and Lori E. Seward.
2. Applied Statistics for Business and Management using Microsoft Excel, 2013, Linda Herkenhoff and John Fogli.
3. Statistical Data Analysis Using SAS, 2014, Mervyn G. Marasinghe and Kenneth J. Koehler.
評分方式 Grading
評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
---|---|---|
Assignments/Participation Assignments/Participation |
20 | |
Group Term Project Group Term Project |
20 | |
Midterm Exam Midterm Exam |
30 | |
Final Exam Final Exam |
30 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan
相似課程 Related Courses
課程代碼 Course Code |
課程名稱 Course Name |
授課教師 Instructor |
時間地點 Time & Room |
學分 Credits |
操作 Actions |
---|---|---|---|---|---|
必修-0696
|
應數系2 陳淑珍 | 二/3,4,四/3,4[ST520] | 0-3 | 詳細資訊 Details | |
必修-0956
|
環工系3B 賴威博 | 三/7,8[C113] 三/6[ST023] | 0-3 | 詳細資訊 Details | |
必修-1204
|
企管系1A 胡次熙 | 一/6,7,二/9,五/1[M135] | 0-3 | 詳細資訊 Details | |
必修-1208
|
企管系1B 王珊彗 | 二/1[M120] 五/2,3,4[M145] | 0-3 | 詳細資訊 Details | |
必修-1212
|
企管系1C 胡次熙 | 二/6,7,8,9[M231] | 0-3 | 詳細資訊 Details | |
必修-1300
|
國貿系2A 沈葆聖 | 一/6,7,8[M119] 三/6[M220] | 3-3 | 詳細資訊 Details | |
必修-1304
|
國貿系2B 林灼榮 | 一/2,3,4,二/9[M023] | 3-3 | 詳細資訊 Details | |
必修-1308
|
國貿系2C 林灼榮 | 二/6,7,8,三/5[M023] | 3-3 | 詳細資訊 Details | |
必修-1412
|
會計系1A 沈葆聖 | 四/1,五/1,2[M116] 二/6[M219] | 3-3 | 詳細資訊 Details | |
必修-1415
|
會計系1B 魏文翔 | 五/1[M025] 四/8[M220] 二/6,7[M221] | 3-3 | 詳細資訊 Details | |
必修-1503
|
財金系2B 傅郁芬 | 三/1,2[M025] 三/3,4[M233] | 3-3 | 詳細資訊 Details | |
必修-1572
|
統計系1A 張玉媚 | 五/2,3,4[M117] 五/1[M119] | 3-3 | 詳細資訊 Details | |
必修-1577
|
統計系1B 王榮琮 | 二/7,8,9[M116] 三/7[M133] | 3-3 | 詳細資訊 Details | |
必修-1722
|
經濟系一經組2A 黃連成 | 一/1,2,3,4[SS205] | 3-3 | 詳細資訊 Details | |
必修-1725
|
經濟系一經組2B 蘇俊隆 | 一/2,三/6,7,8[SS203] | 3-3 | 詳細資訊 Details | |
必修-1728
|
經濟系產經組2 王榮琮 | 四/4[SS201] 一/7,8,9[SS209] | 3-3 | 詳細資訊 Details | |
必修-1935
|
社會系2A 王維邦 | 一/6,7,8[SS212] | 3-3 | 詳細資訊 Details | |
必修-1937
|
社會系2B 王維邦 | 三/6,7,8[SS210] | 3-3 | 詳細資訊 Details | |
必修-2302
|
健康與運動學程1 張玉媚 | 二/2,3,4[M007] | 0-2 | 詳細資訊 Details | |
必修-4972
|
輔仁大學 外校教師 | 3-3 | 詳細資訊 Details | ||
必修-8313
|
運健學程3 張玉媚 | 二/10,11[ST021] | 0-2 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 1499
- 學分 Credit: 3-3
-
上課時間 Course Time:Thursday/1,2[M007] Thursday/3,4[M101]
-
授課教師 Teacher:傅郁芬
-
修課班級 Class:財金系2A
-
選課備註 Memo:1-2電腦教室
交換生/外籍生選課登記
請點選上方按鈕加入登記清單,再等候任課教師審核。
Add this class to your wishlist by clicking the button above.