Inference in Hidden Markov Models

Olivier Cappé, E. (2005). Inference in Hidden Markov Models. Springer.

Type

Book

Intellectual base

Review or monograph

Year

2005

DOI

10.1007/0-387-28982-8

ISBN

9780387402642

Link

https://doi.org/10.1007/0-387-28982-8

Cited by

1 citation across 1 artifact.

Domain-specific

• Hidden Markov model
  • … per hidden state; the forward recursion sums over possible state paths to obtain an observation-sequence likelihood. to A sequence of noisy measurements can be modeled as emissions from persistent latent regimes, and smoothing can estimate the posterior probability of each regime using the entire observation record..

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