課程說明
統計決策理論；似然函數；充分性；因式分解定理；指數族；UMVU 估計量；Fisher 資訊；Cramér–Rao 下界；最大概似估計、矩估計；不變與穩健點估計；漸近性質；貝氏點估計。
條件與方式
- 同時亦以不同要求於學士班開設，列為 STAT 4500 ，已獲取該課程學分者不得重複取得本課程之學分。
原文參考文本
Statistical decision theory; likelihood functions; sufficiency; factorization theorem; exponential families; UMVU estimators; Fisher's information; Cramer-Rao lower bound; maximum likelihood, moment estimation; invariant and robust point estimation; asymptotic properties; Bayesian point estimation.
- Also offered at the undergraduate level, with different requirements, as STAT 4500 , for which additional credit is precluded.
來源與參考
保留日期與來源以協助你核實資料。為便於閱讀提供譯文；官方來源為條件與要求的參照。
來源參考 : https://calendar.carleton.ca/grad/courses/STAT/