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課程名稱 |
統計學
Statistics |
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開課學期 |
102-1 |
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授課對象 |
生物資源暨農學院 生物機電工程學系 |
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授課教師 |
周呈霙 |
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課號 |
BME2201 |
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課程識別碼 |
611 20020 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期三6,7,8(13:20~16:20) |
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上課地點 |
知203 |
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備註 |
總人數上限：25人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1021statistics |
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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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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
Population, sample and method of randomization (5%)
Descriptive statistics ( 10%)
Method of displaying statistical data (10%)
Probability distribution, Binomial distribution, Poisson distribution and Normal distribution (10%)
Statistical inference- point and interval estimation (5%)
Tests of hypotheses based on a single sample and two samples (5%)
Tests of hypotheses based on two samples (5%)
Independent-sample t-test & paired-sample or non paired-sample t-test (10%)
The chi-square test (10%)
Analysis of variance (ANOVA) (10%)
Regression analysis (10%)
Introduction of experiment design, surveys and questionnaire design (10%)
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課程目標 |
To learn comprensive basic statistics and apply it in future careers and research works |
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課程要求 |
no prerequisite |
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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 |
1. 講義
2. Bluman, A. G. Elementary Statistics: a step by step approach, 8th edition, McGraw Hill, New York. |
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參考書目 |
1. 講義
2. Bluman, A. G. Elementary Statistics: a step by step approach, 8th edition, McGraw Hill, New
York.
3. Montgomery, D. C. and G. C. Runger. 2007. Applied Statistics and Probability for Engineers.
4th edition. John Wiley & Sons, Inc., New York.
4. 史麗珠、林莉華。2008。統計學。學富公司。編譯自：Argyrous. G. 2000. Statistics for social &
health research. Sage Publications Ltd. |
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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第1週 |
9/11 |
Descriptive statistics |
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第2週 |
9/18 |
Binomial distribution and Poisson distribution |
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第3週 |
9/25 |
Sampling methods & sampling distribution |
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第4週 |
10/02 |
Point and interval estimation |
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第5週 |
10/09 |
Hypothesis Testing |
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第6週 |
10/16 |
Midterm exam I |
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第7週 |
10/23 |
Comparison between two populations |
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第9週 |
11/06 |
Comparison of variances between two populations (revised slides) |
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第10週 |
11/13 |
Goodness of fit |
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第11週 |
11/20 |
Midterm II |
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第12週 |
11/27 |
Linear regression
lectureI.pdf (updated) |
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第13週 |
12/04 |
Lack of fit |
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第14週 |
12/11 |
ANOVA (slides updated) |
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第15週 |
12/18 |
ANOVA |
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第17週 |
1/01 |
Holiday (No class) |
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第18週 |
1/08 |
Final exam |
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