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Markov models — hidden Markov models

“Everything we see hides another thing, we always want to see what is hidden by what we see” — Rene Magritte

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Fig. 1: Hidden Markov models have hidden states that emit values.

References

  1. 1.

    Grewal, J. K., Krzywinski, M. & Altman, N. Nat. Methods https://doi.org/10.1038/s41592-019-0476-x (2019).

    CAS  Article  Google Scholar 

  2. 2.

    Puga, J. L., Krzywinski, M. & Altman, N. Nat. Methods 12, 277–278 (2015).

    CAS  Article  Google Scholar 

  3. 3.

    Austin, S., Schwartz, R. & Placeway, P. in ICASSP 91: 1991 Int. Conf. Acoustics, Speech, and Signal Processing https://doi.org/10.1109/ICASSP.1991.150435 (IEEE, 1991).

  4. 4.

    Rabiner, L. R. & Juang, B.-H. IEEE ASSP Mag. 3, 4–16 (1986).

    Article  Google Scholar 

  5. 5.

    Ghahramani, Z. & Jordan, M. I. Mach. Learn. 29, 245–273 (1996).

    Article  Google Scholar 

Download references

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Correspondence to Martin Krzywinski.

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Grewal, J.K., Krzywinski, M. & Altman, N. Markov models — hidden Markov models. Nat Methods 16, 795–796 (2019). https://doi.org/10.1038/s41592-019-0532-6

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