Computational Statistics in Data Science. Группа авторов
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where
Under IID sampling, the infinite sum above reduces to
Applying the delta method for function
3.4 Confidence Regions for Means
Suppose that
Let
Sometimes a joint sampling distribution may be difficult to obtain, or the limiting variance–covariance matrix may be too complicated to estimate. In such cases, one can consider hyperrectangular confidence regions. Let