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  "Type": "Package",
  "Title": "Penalised Maximum Likelihood Estimation for Hidden Semi-Markov\nModels",
  "Version": "1.0",
  "Date": "2021-01-28",
  "Author": "Jennifer Pohle",
  "Maintainer": "Jennifer Pohle <jennifer.pohle@uni-bielefeld.de>",
  "Description": "Provides tools for penalised maximum likelihood estimation\nof hidden semi-Markov models (HSMMs) with flexible state\ndwell-time distributions. These include functions for model\nfitting, model checking and state-decoding. The package\nconsiders HSMMs for univariate time series with state-dependent\ngamma, normal, Poisson or Bernoulli distributions. For details,\nsee Pohle, J., Adam, T. and Beumer, L.T. (2021): Flexible\nestimation of the state dwell-time distribution in hidden\nsemi-Markov models. <arXiv:2101.09197>.",
  "License": "GPL-3",
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  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-09-29 09:33:43 UTC",
    "User": "root"
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  "Date/Publication": "2021-02-09 09:10:02 UTC",
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    "n2wHSMM",
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    "npllHSMM",
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      "page": "bern",
      "title": "Bernoulli distribution",
      "topics": [
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        "pbern"
      ]
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      "title": "State decoding",
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      "title": "Muskox movement data",
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      "title": "Parameter transformation from natural to working parameters",
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      ]
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      "title": "Negative log-likelihood evaluation",
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      "title": "negative penalised HSMM log-likelihood function",
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      "title": "Plot of the estimated HSMM dwell-time distributions.",
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      "title": "HSMM penalised maximum likelihood estimation",
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      "title": "Tranistion probability matrix of the HMM representation",
      "topics": [
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    },
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