定律与定理 › 定理

克拉梅尔-拉奥不等式

Cramér–Rao bound

lower bound on variance of an estimator

In estimation theory and statistics, the Cramér–Rao bound (CRB) relates to estimation of a deterministic parameter. The result is named in honor of Harald Cramér and Calyampudi Radhakrishna Rao, but has also been derived independently by Maurice Fréchet, Georges Darmois, and by Alexander Aitken and Harold Silverstone. It is also known as Fréchet–Cramér–Rao or Fréchet–Darmois–Cramér–Rao lower bound. It states that the precision of any unbiased estimator is at most the Fisher information; or (equivalently) the reciprocal of the Fisher information is a lower bound on its variance.

摘自英文维基百科「Cramér–Rao bound」(英文维基百科,暂无中文条目),CC BY-SA 4.0

类型
不等式、定理
发现者 / 提出者
哈拉尔德·克拉梅尔、C.R. 劳
命名来源
哈拉尔德·克拉梅尔、C.R. 劳、莫里斯·弗雷歇
学科
数学

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