描述
统计决策理论；似然函数；充分性；因子分解定理；指数族；UMVU 估计量；Fisher 信息量；Cramér–Rao 下界；最大似然、矩估计；不变与稳健点估计；渐近性质；贝叶斯点估计。
条件与方式
- 亦在本科层次提供，要求不同，作为 STAT 4500 开设，已计学分者不得重复计学分。
原文参考文本
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.
来源与参考
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来源参考 : https://calendar.carleton.ca/grad/courses/STAT/