کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1150107 957913 2011 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Maximum likelihood estimators in finite mixture models with censored data
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Maximum likelihood estimators in finite mixture models with censored data
چکیده انگلیسی

The consistency of estimators in finite mixture models has been discussed under the topology of the quotient space obtained by collapsing the true parameter set into a single point. In this paper, we extend the results of Cheng and Liu (2001) to give conditions under which the maximum likelihood estimator (MLE) is strongly consistent in such a sense in finite mixture models with censored data. We also show that the fitted model tends to the true model under a weak condition as the sample size tends to infinity.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 141, Issue 1, January 2011, Pages 56–64
نویسندگان
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