کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10524928 957863 2005 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A consistent procedure for determining the number of clusters in regression clustering
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
A consistent procedure for determining the number of clusters in regression clustering
چکیده انگلیسی
In this paper, an information-based criterion for determining the number of clusters in the problem of regression clustering is proposed. It is shown that, under a probabilistically structured population, the proposed criterion selects the true number of regression hyperplanes with probability one among all class-growing sequences of classifications, when the number of observations n from the population increases to infinity. Results from a simulation study are also presented.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 135, Issue 2, 1 December 2005, Pages 461-476
نویسندگان
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