کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1147772 957793 2011 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Simultaneous confidence band for the difference of segmented linear models
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Simultaneous confidence band for the difference of segmented linear models
چکیده انگلیسی

Consider comparing between two treatments a response variable, whose expectation depends on the value of a continuous covariate in some nonlinear fashion. We fit separate segmented linear models to each treatment to approximate the nonlinear relationship. For this setting, we provide a simultaneous confidence band for the difference between treatments of the expected value functions. The treatments are said to differ significantly on intervals of the covariate where the simultaneous confidence band does not contain zero. We consider segmented linear models where the locations of the changepoints are both known and unknown. The band is obtained from asymptotic results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 141, Issue 2, February 2011, Pages 1059–1068
نویسندگان
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