課程名稱 |
統計學 Statistics |
開課學期 |
101-1 |
授課對象 |
生物資源暨農學院 生物機電工程學系 |
授課教師 |
周呈霙 |
課號 |
BME2201 |
課程識別碼 |
611 20020 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三5,6,7,8(12:20~16:20) |
上課地點 |
知203 |
備註 |
實習時間:週三(5), 地點:計中212 總人數上限:25人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1011_stat |
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 |
課程大綱
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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 |
課程要求 |
no prerequisite |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
1. 講義
2. Montgomery, D. C. and G. C. Runger. 2010. Applied Statistics and Probability for Engineers. 5th edition. John Wiley & Sons, Inc., New York.
3. 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) |
No. |
項目 |
百分比 |
說明 |
1. |
Final exam I |
35% |
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2. |
Midterm exam II |
25% |
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3. |
Midterm exam I |
20% |
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4. |
課堂內演算作業及課堂外演算作業含軟體應用及隨堂口試 |
10% |
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5. |
實習 |
10% |
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週次 |
日期 |
單元主題 |
第1週 |
9/12 |
Introduction |
第2週 |
9/19 |
Probability Distribution |
第3週 |
9/26 |
Sampling distribution (lectureD.pdf has been updated, please download it.) |
第4週 |
10/03 |
Sampling distribution, confidence interval |
第5週 |
10/10 |
National Day |
第6週 |
10/17 |
Hypothesis Testing |
第7週 |
10/24 |
Hypothesis Testing II |
第8週 |
10/31 |
Midterm exam I |
第9週 |
11/07 |
Testing the difference between two variances |
第10週 |
11/14 |
Goodness of fit |
第11週 |
11/21 |
Linear regression |
第12週 |
11/28 |
Linear regression |
第13週 |
12/05 |
Midterm exam II |
第14週 |
12/12 |
Lab |
第15週 |
12/19 |
Correlation
(lectureJ slides are updated.) |
第16週 |
12/26 |
ANOVA |
第17週 |
1/02 |
Two-way ANOVA |
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