کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1152060 958268 2013 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Bootstrap based model checks with missing binary response data
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Bootstrap based model checks with missing binary response data
چکیده انگلیسی

Dikta, Kvesic, and Schmidt proposed a model-based resampling scheme to approximate critical values of tests for model checking involving binary response data. Their approach is inapplicable when the binary response variable is not always observed, however. We propose a missingness adjusted marked empirical process under the framework that the missing binary responses are missing at random. We introduce a resampling scheme for the bootstrap and prove its asymptotic validity. We present some numerical comparisons and illustrate our methodology using a real data set.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 83, Issue 1, January 2013, Pages 219–226
نویسندگان
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