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  • Search: subject:"Random-coefficient AR(1) process"
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Aggregation 2 Intermediate scaling 2 Random-coefficient AR(1) process 2 Asymptotic self-similarity 1 Long memory 1 Poisson stochastic integral 1
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Pilipauskaitė, Vytautė 2 Surgailis, Donatas 2
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Statistics & Probability Letters 1 Stochastic Processes and their Applications 1
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RePEc 2
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Joint aggregation of random-coefficient AR(1) processes with common innovations
Pilipauskaitė, Vytautė; Surgailis, Donatas - In: Statistics & Probability Letters 101 (2015) C, pp. 73-82
We discuss joint temporal and contemporaneous aggregation of N copies of stationary random-coefficient AR(1) processes with common i.i.d. standardized innovations, when N and time scale n increase at different rate. Assuming that the random coefficient a has a density, regularly varying at a=1...
Persistent link: https://www.econbiz.de/10011263170
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Joint temporal and contemporaneous aggregation of random-coefficient AR(1) processes
Pilipauskaitė, Vytautė; Surgailis, Donatas - In: Stochastic Processes and their Applications 124 (2014) 2, pp. 1011-1035
We discuss joint temporal and contemporaneous aggregation of N independent copies of AR(1) process with random-coefficient a∈[0,1) when N and time scale n increase at different rate. Assuming that a has a density, regularly varying at a=1 with exponent −1β1, different joint limits of...
Persistent link: https://www.econbiz.de/10011064933
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