課程資訊
 課程名稱 高等統計推論一ADVANCED STATISTICAL INFERENCE (I) 開課學期 94-1 授課對象 理學院  數學系 授課教師 陳 宏 課號 MATH7603 課程識別碼 221 U1570 班次 學分 3 全/半年 半年 必/選修 選修 上課時間 星期三5,6(12:20~14:10)星期五4(11:20~12:10) 上課地點 新數102 備註 研究所統計科學組基礎課。限學士班三年級以上 課程簡介影片 核心能力關聯 核心能力與課程規劃關聯圖 課程大綱 為確保您我的權利,請尊重智慧財產權及不得非法影印 課程概述 I.Contents： The objective of this course is to introduce to the students some basic theory of probability. It is fundamentally important for understanding the commonly used statistical concepts and methods. It also provides a necessary basis for students for a further study of other advanced statistical courses. 1. Probabilities, random variables, and distributions. 2. Transformations and expectations. 3. Common families of distributions. 4. Multivariate probability distributions and related properties. 5. Random samples, sampling distributions, and convergence concepts. 6. Sufficiency, likelihood, and equivalence principals. II.Course prerequisite： Introduction to Probability Theory or equivalent III.Reference material ( textbook(s) )： 1. Casella, G. and Berger, R. L. (2001). Statistical Inference. 2nd edition. Duxbury Press. (Textbook)Rice, John A. (1995). Mathematical Statistics and Data Analysis. 2nd edition. Duxbury Press. 2. Bickel, P.J., and Doksum, K.A. (2001). Mathematical Statistics: Basic Ideas and Selected Topics, Vol. I. 2nd edition Prentice Hall. 3. Lehmann, E. L. and Casella, G. (1998). Theory of Point Estimation. 2nd Edition, Springer. IV.Grading scheme： Homework(20%); Quizzes (20%); Midterm(30%); Final exam(30%). V.Others： Teaching Assistants: To be assigned. 課程目標 課程要求 預期每週課後學習時數 Office Hours 指定閱讀 參考書目 評量方式(僅供參考)
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