國立中山大學 109學年度第2學期 課程教學大綱
National Sun Yat-sen University 109Academic year Course syllabus
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中文名稱 Course name(Chinese) |
管理統計學 |
課號 Course Code |
BM508 |
英文名稱 Course name(English) |
MANAGERIAL STATISTICS |
課程類別 Type of the course |
講授類 | 必選修 Required/Selected | 選修 |
系所 Dept./faculty |
企業管理學系企業管理碩士班 |
授課教師 Instructor |
黃俊智
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學分 Credit |
3 |
因應嚴重特殊傳染性肺炎(武漢肺炎),倘若後續需實施遠距授課,授課方式調整如下: |
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因應嚴重特殊傳染性肺炎(武漢肺炎),倘若後續需實施遠距授課,評分方式調整如下: |
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1.Exercises:40% 2.Exams:50% 3.Class Participation:10%
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課程大綱 Course syllabus |
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課程目標 Objectives |
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Upon successful completion of this course, students will be able to: • Perform descriptive and inferential statistics correctly with clear interpretation • Apply statistical skills instructed from the class to develop and detect statistical hypothesis in response to managerial business problems • Apply statistical software packages to perform statistical analysis
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授課方式 Teaching methods |
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Lectures with hand-on practices using statistical software
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評分方式﹝評分標準及比例﹞Evaluation (Criteria and ratio)等第制單科成績對照表 letter grading reference
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1.Exercises:40% 2.Exams:50% 3.Class Participation:10%
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參考書/教科書/閱讀文獻 Reference book/ textbook/ documents
〔請遵守智慧財產權觀念,不可非法影印。教師所提供之教材供學生本人自修學習使用,不得散播及做為商業用途〕
No copies for intellectual property rights. Textbooks provided by the instructor used only for self-study, can not broadcast or commercial use
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序號 | 作者 | 書名 | 出版社 | 出版年 | 出版地 | ISBN# | No. | Auther | Title | Publisher | Year of publish | Publisher place | ISBN# | 1 | Anderson et al. | Statistics for Business and Economics, 14/e | Cengage Learning | 2019 | Boston, MA, USA | 9780357114483 | 2 | Mendenhall, Sincich | A Second Course in Statistics: Regressing Analysis 7/e | Pearson Education | 2012 | Boston, MA, USA | 9780321748249 |
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彈性暨自主學習規劃 Alternative learning periods
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每週課程內容及預計進度 Weekly scheduled progress |
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週次 | 日期 | 授課內容及主題 | Week | Date | Content and topic | 1 | 2021/02/21~2021/02/27 | Data and Data Type | 2 | 2021/02/28~2021/03/06 | Describing and Summarizing Data | 3 | 2021/03/07~2021/03/13 | No Class | 4 | 2021/03/14~2021/03/20 | Basic Probability and Probability Distributions | 5 | 2021/03/21~2021/03/27 | Sampling Distributions | 6 | 2021/03/28~2021/04/03 | Estimation with Confidence Intervals | 7 | 2021/04/04~2021/04/10 | Tests of Hypothesis | 8 | 2021/04/11~2021/04/17 | Tests of Hypothesis (Cont.) | 9 | 2021/04/18~2021/04/24 | Midterm Exam | 10 | 2021/04/25~2021/05/01 | Chi-Square Test | 11 | 2021/05/02~2021/05/08 | The Analysis of Variance | 12 | 2021/05/09~2021/05/15 | Simple Linear Regression and Correlation | 13 | 2021/05/16~2021/05/22 | Multiple Linear Regression and Model Building | 14 | 2021/05/23~2021/05/29 | Generalized Linear Models: Logistic Regression | 15 | 2021/05/30~2021/06/05 | Generalized Linear Models (Cont.); Survival Analysis | 16 | 2021/06/06~2021/06/12 | Non-Parametric Methods | 17 | 2021/06/13~2021/06/19 | Time Series Models | 18 | 2021/06/20~2021/06/26 | Final Exam |
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課業討論時間 Office hours |
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時段1 Time period 1: 時間 Time:星期三14:00~16:00 地點 Office/Laboratory:CM3041 時段2 Time period 2: 時間 Time:星期四14:00~16:00 地點 Office/Laboratory:CM3041
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系所學生專業能力/全校學生基本素養與核心能力 basic disciplines and core capabilitics of the dcpartment and the university |
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系所學生專業能力/全校學生基本素養與核心能力 basic disciplines and core capabilities of the department and the university | 課堂活動與評量方式 Class activities and evaluation | 本課程欲培養之能力與素養 This course enables students to achieve. | 紙筆考試或測驗 Test. | 課堂討論︵含個案討論︶ Group discussion (case analysis). | 個人書面報告、作業、作品、實驗 Indivisual paper report/ assignment/ work or experiment. | 群組書面報告、作業、作品、實驗 Group paper report/ assignment/ work or experiment. | 個人口頭報告 Indivisual oral presentation. | 群組口頭報告 Group oral presentation. | 課程規劃之校外參訪及實習 Off-campus visit and intership. | 證照/檢定 License. | 參與課程規劃之校內外活動及競賽 Participate in off-campus/ on-campus activities and competitions. | 課外閱讀 Outside reading. 課外閱讀 Outside reading. 課外閱讀 Outside reading. | ※系所學生專業能力 Basic disciplines and core capabilities of the department | |
1.溝通能力與團隊合作(Communication ability and team cooperation) 1. Communication ability and team cooperation. | | | | | | | | | | | | 2.進階管理知識(Advanced knowledge of management) 2. Advanced knowledge of management. | V | V | V | V | | | | | | | | 3.倫理觀與社會責任實踐(Ethics and social responsibilities) 3. Ethics and social responsibilities. | | | | | | | | | | | | 4.問題分析與解決能力(Ability of problem analysis and solution) 4. Ability of problem analysis and solution. | V | V | V | V | | | | | | | | 5.國際觀與外語能力(Global perspective and foreign language ability) 5. Global perspective and foreign language ability. | | | | | | | | | | | | ※全校學生基本素養與核心能力 Basic disciplines and core capabilities of the university | |
1.表達與溝通能力。 1. Articulation and communication skills | | | | | | | | | | | | 2.探究與批判思考能力。 2. Inquisitive and critical thinking abilities | V | V | V | V | | | | | | | | 3.終身學習能力。 3. Lifelong learning | | | | | | | | | | | | 4.倫理與社會責任。 4. Ethnics and social responsibility | | | | | | | | | | | | 5.美感品味。 5. Aesthetic appreciation | | | | | | | | | | | | 6.創造力。 6. Creativity | | | | | | | | | | | | 7.全球視野。 7. Global perspective | | | | | | | | | | | | 8.合作與領導能力。 8. Team work and leadership | | | | | | | | | | | | 9.山海胸襟與自然情懷。 9. Broad-mindedness and the embrace of nature | | | | | | | | | | | |
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本課程與SDGs相關項目:The course relates to SDGs items: |
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本課程校外實習資訊: This course is relevant to internship: |
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