362 citations · 635 across the 29 of their papers we have counts for
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math.ST2018
Asymptotic Analysis of Model Selection Criteria for General Hidden Markov Models
Shouto Yonekura, Alexandros Beskos, Sumeetpal S. Singh
The paper obtains analytical results for the asymptotic properties of Model Selection Criteria -- widely used in practice -- for a general family of hidden Markov models (HMMs), th…
math.ST2018
On the loss of Fisher information in some multi-object tracking observation models
Jeremie Houssineau, Ajay Jasra, Sumeetpal S. Singh
The concept of Fisher information can be useful even in cases where the probability distributions of interest are not absolutely continuous with respect to the natural reference me…