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  "Package": "nimbleSMC",
  "Title": "Sequential Monte Carlo Methods for 'nimble'",
  "Description": "Includes five particle filtering algorithms for use with\nstate space models in the 'nimble' system: 'Auxiliary',\n'Bootstrap', 'Ensemble Kalman filter', 'Iterated Filtering 2',\nand 'Liu-West', as described in Michaud et al. (2021),\n<doi:10.18637/jss.v100.i03>. A full User Manual is available at\n<https://r-nimble.org>.",
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  "Date": "2024-06-14",
  "Maintainer": "Christopher Paciorek <paciorek@stat.berkeley.edu>",
  "Authors@R": "c(person(\"Nick\", \"Michaud\", role = \"aut\"),\nperson(\"Perry\", \"de Valpine\", role = \"aut\"),\nperson(\"Christopher\", \"Paciorek\", email = \"paciorek@stat.berkeley.edu\", role = c(\"aut\", \"cre\")),\nperson(\"Daniel\", \"Turek\", role = \"aut\"),\nperson(\"Benjamin R.\", \"Goldstein\", role = \"ctb\", comment = \"packaging contributions\"),\nperson(\"Dao\", \"Nguyen\", role = \"ctb\", comment = \"contributions to the IF2 code\"),\nperson(\"The Regents of the\", \"University of California\", role = \"cph\"))",
  "License": "BSD_3_clause + file LICENSE | GPL (>= 2)",
  "Copyright": "See COPYRIGHTS file.",
  "URL": "https://r-nimble.org, https://github.com/nimble-dev/nimbleSMC",
  "Encoding": "UTF-8",
  "Collate": "AuxiliaryFilter.R BootstrapFilter.R EnKFilter.R IF2Filter.R\nLiuWestFilter.R MCMCSamplers.R resamplers.R utils.R zzz.R",
  "RoxygenNote": "7.2.3",
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  "Repository": "https://nimble-dev.r-universe.dev",
  "Date/Publication": "2025-06-25 20:43:58 UTC",
  "RemoteUrl": "https://github.com/nimble-dev/nimblesmc",
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  "NeedsCompilation": "no",
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    "User": "root"
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  "Author": "Nick Michaud [aut],\nPerry de Valpine [aut],\nChristopher Paciorek [aut, cre],\nDaniel Turek [aut],\nBenjamin R. Goldstein [ctb] (packaging contributions),\nDao Nguyen [ctb] (contributions to the IF2 code),\nThe Regents of the University of California [cph]",
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    "extra/citation.json",
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    "buildBootstrapFilter",
    "buildEnsembleKF",
    "buildIteratedFilter2",
    "buildLiuWestFilter",
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    "sampler_RW_PF_block"
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        "buildAuxiliaryFilter"
      ]
    },
    {
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      ],
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        "buildBootstrapFilter"
      ]
    },
    {
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        "particle filtering methods"
      ],
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        "buildEnsembleKF"
      ]
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      "concept": [
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      "topics": [
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      ]
    },
    {
      "page": "buildLiuWestFilter",
      "title": "Create a Liu and West particle filter algorithm.",
      "concept": [
        "particle filtering methods"
      ],
      "topics": [
        "buildLiuWestFilter"
      ]
    },
    {
      "page": "samplers",
      "title": "Particle Filtering MCMC Sampling Algorithms",
      "topics": [
        "RW_PF",
        "RW_PF_block",
        "sampler",
        "samplers",
        "sampler_RW_PF",
        "sampler_RW_PF_block",
        "SMCsamplers"
      ]
    }
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