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課程名稱 |
統計學下
Statistics (2) |
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開課學期 |
101-2 |
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授課對象 |
生物資源暨農學院 農業經濟學系 |
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授課教師 |
陳郁蕙 |
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課號 |
AGEC2002 |
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課程識別碼 |
607 20012 |
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班次 |
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學分 |
3 |
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全/半年 |
全年 |
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必/選修 |
必帶 |
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上課時間 |
星期五2,3,4(9:10~12:10) |
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上課地點 |
農經二 |
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備註 |
限本系所學生(含輔系、雙修生)
總人數上限：60人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1012_agec |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
This is a two-semester introductory undergraduate business statistics course. |
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課程目標 |
In fall semester, the course will cover (1) Introduction; (2) Organizing Data; (3) Numerical Descriptive Techniques; (4) Probability; (5) Discrete Random Variables & Their Probability Distributions; (6) Continuous Random Variables & Their Probability Distributions; (7) Sampling Distribution; (8) Sampling Distribution; (9) Estimation of the Mean and Proportion; and (10) Hypothesis Tests about the Mean and Proportion. The topics that will be taught in spring semester include: (1) Estimation and Hypothesis Testing: Two populations; (2) Chi-Squares Tests; (3)Analysis of Variance, (4) Non-parametric Methods; (5)Simple Regression; (6) Multiple Regression; (7) Index Number; and (8) Time Series Analysis. |
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課程要求 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
Black, Ken, Applied Business Statistics, 7th edition update, Wiley Company, 2013. |
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參考書目 |
Bereson, Levine, and Krehbiel, Business Statistics: Concepts and Application, 9th edition, Prentice Hall International, Inc, 2008.
Mann, P.S., Statistics for Business and Economics, John Wiely & Sons, New York, U.S.A, 1995.
Mason, R., D. Lind, and W. Marchal, Statistical Techniques in Business and Economics, 11th edition, McGraw Hill Company, 2004. |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
期中考 |
40% |
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2. |
期末考 |
40% |
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3. |
平時成績 |
20% |
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週次 |
日期 |
單元主題 |
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第1週 |
2/22 |
Review |
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第2週 |
3/01 |
Estimation and Hypothesis Testing: Two populations |
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第3週 |
3/08 |
Estimation and Hypothesis Testing: Two populations |
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第4週 |
3/15 |
Estimation and Hypothesis Testing: Two populations |
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第5週 |
3/22 |
Chi-Squares Tests |
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第6週 |
3/29 |
Analysis of Variance |
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第7週 |
4/05 |
Analysis of Variance |
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第8週 |
4/12 |
Review |
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第9週 |
4/19 |
Midterm |
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第10週 |
4/26 |
Non-parametric Methods |
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第11週 |
5/03 |
Non-parametric Methods |
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第12週 |
5/10 |
Simple Linear Regression |
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第13週 |
5/17 |
Simple Linear Regression |
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第14週 |
5/24 |
Multiple Regression |
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第15週 |
5/31 |
Index Number |
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第16週 |
6/07 |
Time series analysis |
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第17週 |
6/14 |
Review |
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第18週 |
6/21 |
Final Exam |
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