کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1152754 1489896 2008 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Limiting mixture distributions for AR(1) model indexed by a branching process
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Limiting mixture distributions for AR(1) model indexed by a branching process
چکیده انگلیسی
First order autoregressive model indexed by a supercritical Galton-Watson branching process is discussed. Limiting distributions of the least squares estimates are derived both for the stationary and explosive cases. It is shown that a certain random variable inherent in the branching process is acting as a mixing variable in limiting mixture distributions. In particular, with explosive Gaussian case, we obtain a mixture of Cauchy distributions rather than Cauchy.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 80, Issues 23–24, 1–15 December 2010, Pages 2003-2008
نویسندگان
, ,