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- W2949277219 abstract "Integer-valued trawl processes are a class of serially correlated, stationary and infinitely divisible processes that Ole E. Barndorff-Nielsen has been working on in recent years. In this Chapter, we provide the first analysis of likelihood inference for trawl processes by focusing on the so-called exponential-trawl process, which is also a continuous time hidden Markov process with countable state space. The core ideas include prediction decomposition, filtering and smoothing, complete-data analysis and EM algorithm. These can be easily scaled up to adapt to more general trawl processes but with increasing computation efforts." @default.
- W2949277219 created "2019-06-27" @default.
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- W2949277219 date "2015-01-05" @default.
- W2949277219 modified "2023-09-23" @default.
- W2949277219 title "Likelihood inference for exponential-trawl processes" @default.
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