STAT 4003 統計推論 Statistical Inference

Course Code	STAT 4003 STAT4003			科目名稱		Statistical Inference 統計推論
教員	Professor CHAN Kin Wai [官方介紹] [學術著作]			學　　分		3學分
課程性質	STAT/RMSC 選修 (STAT有一個stream係必修)			同科其他選擇
Workload	l   非PAPER類HOMEWORK l   MIDTERM l   FINAL EXAM								好重
									重	1
									平均
									輕
									極輕
評價教學內容	#1 今年轉左新人教, 內容深左好多, 亦多左, 可能係4字頭最難嘅course. 全部理論, workload重. 覺得STAT太易又想要挑戰嘅同學可以試下.
評價教員教學	#1 呢個course可取之處就係佢教得好好, lecture notes 足, 睇得出好比心機整. ********交齊嘢, 去齊mid term就唔會爛grade********
CUSIS科目資料	Description： This course provides an introduction to statistical inference. Topics include statistical models, sampling distributions, asymptotic distributions, sufficiency, maximum likelihood estimation, Bayesian estimation, Rao-Blackwell theorem, Cramér-Rao theorem and the best unbiased estimator, Neyman-Pearson lemma, uniformly most powerful test and general likelihood ratio test. Learning Outcome： Upon completion of the course, students should be able to (1) understand the basic concepts of statistical inference, including likelihood, sufficiency, frequentist and Bayesian inference, elementary decision theory, point estimation and hypothesis testing; and (2) formulate the statistical problems that arise from real-world applications and use the principles of statistical inference to tackle them.
其他資料	2018Sem2：學位 110|註冊 90|剩餘 20
同學推薦	高度推薦	1	推薦			有保留		極有保留