Title of article :
The effect of memory on functional large deviations of infinite moving average processes
Author/Authors :
Ghosh، نويسنده , , Souvik and Samorodnitsky، نويسنده , , Gennady، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Pages :
28
From page :
534
To page :
561
Abstract :
The large deviations of an infinite moving average process with exponentially light tails are very similar to those of an i.i.d. sequence as long as the coefficients decay fast enough. If they do not, the large deviations change dramatically. We study this phenomenon in the context of functional large, moderate and huge deviation principles.
Keywords :
Long range dependence , Long memory , Moving Average , rate function , Speed function , Large deviations
Journal title :
Stochastic Processes and their Applications
Serial Year :
2009
Journal title :
Stochastic Processes and their Applications
Record number :
1578072
Link To Document :
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