کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1147534 957766 2012 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Goodness-of-fit tests for general linear models with covariates missed at random
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Goodness-of-fit tests for general linear models with covariates missed at random
چکیده انگلیسی

In this paper, we consider a model checking problem for general linear models with randomly missing covariates. Two types of score type tests with inverse probability weight, which is estimated by parameter and nonparameter methods respectively, are proposed to this goodness of fit problem. The asymptotic properties of the test statistics are developed under the null and local alternative hypothesis. Simulation study is carried out to present the performance of the sizes and powers of the tests. We illustrate the proposed method with a data set on monozygotic twins.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 142, Issue 7, July 2012, Pages 2047–2058
نویسندگان
, ,