CONTEMPORANEOUS AGGREGATION OF TRIANGULAR ARRAY OF RANDOM-COEFFICIENT AR(1) PROCESSES

被引:5
|
作者
Philippe, Anne [1 ]
Puplinskaite, Donata [1 ,2 ]
Surgailis, Donatas [2 ]
机构
[1] Univ Nantes, Nantes, France
[2] Vilnius Univ, Vilnius, Lithuania
关键词
Aggregation; random-coefficient AR(1) process; triangular array; infinitely divisible distribution; partial sums process; long memory; disaggregation; DISAGGREGATION;
D O I
10.1111/jtsa.12045
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We discuss contemporaneous aggregation of independent copies of a triangular array of random-coefficient processes with i.i.d. innovations belonging to the domain of attraction of an infinitely divisible law W. The limiting aggregated process is shown to exist, under general assumptions on W and the mixing distribution, and is represented as a mixed infinitely divisible moving average {X(t)} in (4). Partial sums process of {X(t)} is discussed under the assumption EW2<and a mixing density regularly varying at the unit root' x=1 with exponent >0. We show that the previous partial sums process may exhibit four different limit behaviors depending on and the Levy triplet of W. Finally, we study the disaggregation problem for {X(t)} in spirit of Leipus et al. (2006) and obtain the weak consistency of the corresponding estimator of phi(x) in a suitable L-2 space.
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页码:16 / 39
页数:24
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