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課程名稱 |
統計學
STATISTICS |
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開課學期 |
95-2 |
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授課對象 |
學程 神經生物與認知科學學程 |
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授課教師 |
丘政民 |
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課號 |
MATH3601 |
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課程識別碼 |
201 38100 |
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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 |
必修 |
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上課時間 |
星期五6,7,8(13:20~16:20) |
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上課地點 |
新生502 |
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備註 |
總人數上限：100人
外系人數限制：50人 |
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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 |
Probability, Random Variables and Distributions; Joint Distributions and Functions of Random Variables; Limit Theorems; Estimation; Hypothesis Testing; Summarizing Data; Comparing Two Samples and Analysis of Variance; The Analysis of Categorical Data; The Least Squares Methods. |
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課程目標 |
To introduce topics in mathematical statistics with applications to data analysis, and to prepare continuing students for the graduate courses. |
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課程要求 |
Course prerequisite：
Knowledge in basic calculus and probability.
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預期每週課後學習時數 |
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Office Hours |
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參考書目 |
John A. Rice (2007) Mathematical Statistics and Data Analysis, 3rd Edition. Duxbury Press. (required textbook)
Morris H. DeGroot and Mark J. Schervish (2002) Probability and Statistics, 3rd Edition. Addison Wiley. (additional reference)
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指定閱讀 |
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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. |
Homework |
10% |
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2. |
Midterm exams |
50% |
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3. |
Final exams |
40% |
(proportions are subject to change). |
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