کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1150516 957951 2008 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Regression model checking with Berkson measurement errors
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Regression model checking with Berkson measurement errors
چکیده انگلیسی
This paper discusses asymptotically distribution free tests for the lack-of-fit of a parametric regression model in the Berkson measurement error model. These tests are based on a martingale transform of a certain marked empirical process of calibrated residuals. A simulation study is included to assess the effect of measurement error on the proposed test. It is observed that empirical level is more stable across the chosen measurement error variances when fitting a linear model compared to when fitting a nonlinear model, while, in both cases, the empirical power decreases as this error variance increases, against all chosen alternatives.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 138, Issue 6, 1 July 2008, Pages 1615-1628
نویسندگان
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