کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1155642 958754 2013 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Exit times for multivariate autoregressive processes
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات (عمومی)
پیش نمایش صفحه اول مقاله
Exit times for multivariate autoregressive processes
چکیده انگلیسی

We study exit times from a set for a family of multivariate autoregressive processes with normally distributed noise. By using the large deviation principle, and other methods, we show that the asymptotic behavior of the exit time depends only on the set itself and on the covariance matrix of the stationary distribution of the process. The results are extended to exit times from intervals for the univariate autoregressive process of order nn, where the exit time is of the same order of magnitude as the exponential of the inverse of the variance of the stationary distribution.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Stochastic Processes and their Applications - Volume 123, Issue 8, August 2013, Pages 3052–3063
نویسندگان
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