کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1149916 957903 2008 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The asymptotic distribution of the delete-dd Jackknife variance estimator for smooth functionals
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
The asymptotic distribution of the delete-dd Jackknife variance estimator for smooth functionals
چکیده انگلیسی

The delete-d   Jackknife estimate of variance is commonly used in survey sampling. We derive the asymptotic distribution of this estimator for a class of second-order differentiable statistical functionals, including the useful case of estimating the variance of an estimated coefficient in logistic regression. The asymptotic distribution of the variance estimator depends on the quadratic term of the functional through its Hajék projection. We relate these results to existing results in which the variance estimator is seen to have the asymptotic distribution of a “linearized” version. A practical consequence is that d=1d=1 is the best choice for variance estimates of many common statistics.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 138, Issue 7, 1 July 2008, Pages 2154–2162
نویسندگان
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