描述
极限定理。抽样分布。参数估计。充分性与效率的概念。Neyman–Pearson 范式、似然比检验。两个样本比较的参数与非参数方法。实验设计的概念、分类数据分析、一般线性模型、决策理论与贝叶斯推断。
条件与方式
- 与 STAT 5600 不重复计学分。
- 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
Limit theorems. Sampling distributions. Parametric estimation. Concepts of sufficiency and efficiency. Neyman-Pearson paradigm, likelihood ratio tests. Parametric and non-parametric methods for two- sample comparisons. Notions of experimental design, categorical data analysis, the general linear model, decision theory and Bayesian inference.
- Precludes additional credit for Precludes additional credit for STAT 5600 .
- 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/