Random sampling of long-memory stationary processe

Details Random sampling of long-memory stationary processe Random sampling of long-memory stationary processe

2008-10-09

arxiv.org/abs/0810.1718v1

Mathematics

Statistics Theory

Scientific paper

This paper investigates the second order properties of a stationary process after random sampling. While a short memory process gives always rise to a short memory one, we prove that long-memory can disappear when the sampling law has heavy enough tails. We prove that under rather general conditions the existence of the spectral density is preserved by random sampling. We also investigate the effects of deterministic sampling on seasonal long-memory.

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