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  "Title": "Bayesian Analysis of Dynamic Generalized Linear Models",
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  "Description": "Provide routines for filtering and smoothing, forecasting,\nsampling and Bayesian analysis of Dynamic Generalized Linear\nModels using the methodology described in Alves et al.\n(2024)<doi:10.48550/arXiv.2201.05387> and dos Santos Jr. et al.\n(2024)<doi:10.48550/arXiv.2403.13069>.",
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  "BugReports": "https://github.com/silvaneojunior/kDGLM/issues",
  "Config/pak/sysreqs": "make",
  "Repository": "https://silvaneojunior.r-universe.dev",
  "Date/Publication": "2026-04-07 02:09:37 UTC",
  "RemoteUrl": "https://github.com/silvaneojunior/kdglm",
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    "block_superpos",
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    "eval_dlm_norm_const",
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    "harmonic_block",
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    "if.nan",
    "if.null",
    "intervention",
    "joint_prior",
    "kdglm",
    "Multinom",
    "noise",
    "noise_block",
    "Normal",
    "Poisson",
    "pol",
    "polynomial_block",
    "reg",
    "regression_block",
    "rowQuantile",
    "simulate",
    "smoothing",
    "specify",
    "TF",
    "TF_block",
    "zero_sum_prior"
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      "title": "Hospital admissions by chicken pox in Brazil",
      "object": "chickenPox",
      "class": [
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      ],
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        "< 5 year",
        "5 to 9 years",
        "10 to 14 years",
        "15 to 49 years",
        "50 years or more"
      ],
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      "table": true,
      "tojson": true
    },
    {
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      "class": [
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      ],
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        "corn.price",
        "wheat.price",
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        "wheat.log.return"
      ],
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      "table": true,
      "tojson": true
    },
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      "object": "gastroBR",
      "class": [
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        "tbl",
        "data.frame"
      ],
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        "Date",
        "Population",
        "Admissions"
      ],
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      "table": true,
      "tojson": true
    },
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      "title": "SARI data from Belo Horizonte",
      "object": "noticeSARI",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ref.week",
        "reported.1.week",
        "reported.2.week",
        "reported.4.week",
        "reported.6.week",
        "reported.8.week",
        "reported.12.week",
        "occured"
      ],
      "rows": 118,
      "table": true,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "block_mult",
      "title": "Auxiliary function to replicate blocks",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "block_mult"
      ]
    },
    {
      "page": "block_rename",
      "title": "block_rename",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "block_rename"
      ]
    },
    {
      "page": "block_superpos",
      "title": "Auxiliary function for block superposition",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "block_superpos"
      ]
    },
    {
      "page": "CAR_prior",
      "title": "CAR prior",
      "concept": [
        "auxiliary functions for defining priors."
      ],
      "topics": [
        "CAR_prior"
      ]
    },
    {
      "page": "chickenPox",
      "title": "Hospital admissions by chicken pox in Brazil",
      "topics": [
        "chickenPox"
      ]
    },
    {
      "page": "coef.fitted_dlm",
      "title": "coef.fitted_dlm",
      "concept": [
        "auxiliary functions for fitted_dlm objects"
      ],
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        "coef.fitted_dlm"
      ]
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    {
      "page": "cornWheat",
      "title": "Corn and wheat prices from 1986 to 2014",
      "topics": [
        "cornWheat"
      ]
    },
    {
      "page": "ffs_block",
      "title": "Structural blocks for free-form seasonal trends and regressions",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "ffs",
        "ffs_block"
      ]
    },
    {
      "page": "fit_model",
      "title": "Fitting kDGLM models",
      "concept": [
        "auxiliary functions for fitted_dlm objects"
      ],
      "topics": [
        "fit_model"
      ]
    },
    {
      "page": "fit_model_single",
      "title": "Fitting one kDGLM models",
      "topics": [
        "fit_model_single"
      ]
    },
    {
      "page": "forecast.fitted_dlm",
      "title": "Auxiliary function for forecasting",
      "concept": [
        "auxiliary functions for fitted_dlm objects"
      ],
      "topics": [
        "forecast.fitted_dlm"
      ]
    },
    {
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      "title": "Gamma outcome for kDGLM models",
      "concept": [
        "auxiliary functions for a creating outcomes"
      ],
      "topics": [
        "Gamma"
      ]
    },
    {
      "page": "gastroBR",
      "title": "Hospital admissions from gastroenteritis in Brazil",
      "topics": [
        "gastroBR"
      ]
    },
    {
      "page": "harmonic_block",
      "title": "Structural blocks for seasonal trends and regressions",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "har",
        "harmonic_block"
      ]
    },
    {
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      "title": "An auxiliary function for model intervention",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "intervention"
      ]
    },
    {
      "page": "joint_prior",
      "title": "Joint prior",
      "concept": [
        "auxiliary functions for defining priors."
      ],
      "topics": [
        "joint_prior"
      ]
    },
    {
      "page": "kdglm",
      "title": "Fitting kDGLM models",
      "concept": [
        "auxiliary functions for fitted_dlm objects"
      ],
      "topics": [
        "kdglm"
      ]
    },
    {
      "page": "Multinom",
      "title": "Multinom outcome for kDGLM models",
      "concept": [
        "auxiliary functions for a creating outcomes"
      ],
      "topics": [
        "Multinom"
      ]
    },
    {
      "page": "noise_block",
      "title": "noise_block",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "noise",
        "noise_block"
      ]
    },
    {
      "page": "Normal",
      "title": "Normal outcome for kDGLM models",
      "concept": [
        "auxiliary functions for a creating outcomes"
      ],
      "topics": [
        "Normal"
      ]
    },
    {
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      "title": "SARI data from Belo Horizonte",
      "topics": [
        "noticeSARI"
      ]
    },
    {
      "page": "plot.dlm_coef",
      "title": "Visualizing latent states in a fitted kDGLM model",
      "concept": [
        "auxiliary visualization functions for the fitted_dlm class"
      ],
      "topics": [
        "plot.dlm_coef"
      ]
    },
    {
      "page": "plot.fitted_dlm",
      "title": "Visualizing a fitted kDGLM model",
      "concept": [
        "auxiliary visualization functions for the fitted_dlm class"
      ],
      "topics": [
        "plot.fitted_dlm"
      ]
    },
    {
      "page": "Poisson",
      "title": "Poisson outcome for kDGLM models",
      "concept": [
        "auxiliary functions for a creating outcomes"
      ],
      "topics": [
        "Poisson"
      ]
    },
    {
      "page": "polynomial_block",
      "title": "Structural blocks for polynomial trends and regressions",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "pol",
        "polynomial_block"
      ]
    },
    {
      "page": "regression_block",
      "title": "Structural blocks for regressions",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "reg",
        "regression_block"
      ]
    },
    {
      "page": "simulate.fitted_dlm",
      "title": "Draw samples from the distribution of the latent states",
      "concept": [
        "auxiliary functions for fitted_dlm objects"
      ],
      "topics": [
        "simulate.fitted_dlm"
      ]
    },
    {
      "page": "smoothing",
      "title": "Auxiliary function for model smoothing",
      "concept": [
        "auxiliary functions for fitted_dlm objects"
      ],
      "topics": [
        "smoothing"
      ]
    },
    {
      "page": "specify.dlm_block",
      "title": "Specify method for dlm blocks",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "specify.dlm_block"
      ]
    },
    {
      "page": "summary.fitted_dlm",
      "title": "Summary for a fitted kDGLM model",
      "concept": [
        "auxiliary visualization functions for the fitted_dlm class"
      ],
      "topics": [
        "summary.fitted_dlm"
      ]
    },
    {
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      "title": "Structural blocks for auto regressive trends and regressions",
      "concept": [
        "auxiliary functions for structural blocks"
      ],
      "topics": [
        "AR",
        "TF",
        "TF_block"
      ]
    },
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      "title": "update.fitted_dlm",
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      ],
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      ]
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      "title": "Zero sum prior",
      "concept": [
        "auxiliary functions for defining priors."
      ],
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        "zero_sum_prior"
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