{
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  "Package": "Rceattle",
  "Title": "Fits the Multispecies Assessment Model (CEATTLE) Using TMB",
  "Version": "4.5.0",
  "Authors@R": "person(given = \"Grant\",\nfamily = \"Adams\",\nrole = c(\"aut\", \"cre\"),\nemail = \"grant.adams@noaa.gov\",\ncomment = c(ORCID = \"0000-0003-0297-8347\"))",
  "Description": "Implements the CEATTLE model using Template Model Builder\n('TMB'; Kristensen et al. 2015), which can be installed\nfollowing <https://github.com/kaskr/adcomp/wiki/Download>.\nStructured similar to the original manuscript in terms of\nmodularization. Separate functions estimate retrospective\ntemperature- and size-specific predator rations, prey\npreference, and weight-at-age. These are then used as inputs to\nthe CEATTLE model to evaluate how predation mortality,\nrecruitment, and survival of three target species change under\nhistorical climate conditions and harvest rates.",
  "URL": "https://grantdadams.github.io/Rceattle/,\nhttps://github.com/grantdadams/Rceattle",
  "BugReports": "https://github.com/grantdadams/Rceattle/issues",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "LazyData": "true",
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  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Remotes": [
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  "Config/pak/sysreqs": "libicu-dev zlib1g-dev",
  "Repository": "https://noaa-fisheries-integrated-toolbox.r-universe.dev",
  "Date/Publication": "2026-06-10 02:40:42 UTC",
  "RemoteUrl": "https://github.com/grantdadams/Rceattle",
  "RemoteRef": "HEAD",
  "RemoteSha": "3ccf8f15d3d8364235906cf71d35952cb2464a27",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-10 02:51:22 UTC",
    "User": "root"
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  "Author": "Grant Adams [aut, cre] (ORCID: <https://orcid.org/0000-0003-0297-8347>)",
  "Maintainer": "Grant Adams <grant.adams@noaa.gov>",
  "MD5sum": "49d495bf55a1b168f553aaefa0bc646c",
  "_user": "noaa-fisheries-integrated-toolbox",
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  "_created": "2026-06-10T02:51:22.000Z",
  "_published": "2026-06-10T03:05:24.424Z",
  "_distro": "noble",
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    "build_growth",
    "build_hcr",
    "build_hcr_map",
    "build_M1",
    "build_map",
    "build_params",
    "build_srr",
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    "jitter",
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    "load_mse",
    "model_average",
    "mse_summary",
    "plot_b_eaten",
    "plot_b_eaten_prop",
    "plot_biomass",
    "plot_catch",
    "plot_comp",
    "plot_data",
    "plot_depletion",
    "plot_depletionSSB",
    "plot_diet_comp",
    "plot_exploitable_biomass",
    "plot_f",
    "plot_form",
    "plot_index",
    "plot_indexresidual",
    "plot_logindex",
    "plot_m_at_age",
    "plot_m2_at_age_prop",
    "plot_maturity",
    "plot_mortality",
    "plot_ration",
    "plot_recruitment",
    "plot_selectivity",
    "plot_selectivity_vs_maturity",
    "plot_ssb",
    "plot_ssb_depletion",
    "plot_stock_recruit",
    "plot_timeseries",
    "prior_beta",
    "prior_gamma",
    "prior_lognormal",
    "prior_normal",
    "read_data",
    "rearrange_dat",
    "rearrange_data",
    "remove_F",
    "rename_output",
    "retrospective",
    "run_mse",
    "sample_rec",
    "self_test",
    "set_phases",
    "sim_mod",
    "switch_check",
    "TMBAIC",
    "TMBphase",
    "write_data"
  ],
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      "name": "Atka2022",
      "title": "Data inputs for Atka mackerel CEATTLE model (2022)",
      "object": "Atka2022",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "BS2017MS",
      "title": "Data inputs for multispecies CEATTLE of the Bering Sea from 1979 to 2017",
      "object": "BS2017MS",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "BS2017SS",
      "title": "Data inputs for single species CEATTLE of the Bering Sea from 1979 to 2017",
      "object": "BS2017SS",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "EBS_ms_run",
      "title": "Fitted multispecies CEATTLE model for the Eastern Bering Sea",
      "object": "EBS_ms_run",
      "class": [
        "Rceattle"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "EBS_ss_M_run",
      "title": "Fitted single-species CEATTLE model with estimated M for the Eastern Bering Sea",
      "object": "EBS_ss_M_run",
      "class": [
        "Rceattle"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "EBS_ss_run",
      "title": "Fitted single-species CEATTLE model for the Eastern Bering Sea",
      "object": "EBS_ss_run",
      "class": [
        "Rceattle"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
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      "name": "GeorgesBank3spp",
      "title": "Data inputs for a three-species Georges Bank CEATTLE model",
      "object": "GeorgesBank3spp",
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      ],
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      "table": false,
      "tojson": true
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      "object": "GOA2018SS",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
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      "object": "GOAatf",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
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      "title": "Data inputs for Gulf of Alaska arrowtooth flounder CEATTLE model (2023)",
      "object": "GOAatf2023",
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
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      "title": "Data inputs for Gulf of Alaska Pacific cod CEATTLE model",
      "object": "GOAcod",
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
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      "title": "Data inputs for Gulf of Alaska walleye pollock CEATTLE model",
      "object": "GOApollock",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
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      "name": "GOAsafe2018",
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      "object": "GOAsafe2018",
      "class": [
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      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "NorthernRockfish2022",
      "title": "Data inputs for Northern Rockfish CEATTLE model (2022)",
      "object": "NorthernRockfish2022",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "whamGrowthData",
      "title": "Data inputs for CEATTLE model with WHAM-estimated growth",
      "object": "whamGrowthData",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": true
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  ],
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    {
      "page": "adjust_map_shared_params",
      "title": "Helper to adjust map for shared catchability/selectivity indices",
      "topics": [
        "adjust_map_shared_params"
      ]
    },
    {
      "page": "as.data.frame.Rceattle",
      "title": "Tidy long-format derived quantities from an Rceattle fit",
      "topics": [
        "as.data.frame.Rceattle"
      ]
    },
    {
      "page": "Atka2022",
      "title": "Data inputs for Atka mackerel CEATTLE model (2022)",
      "topics": [
        "Atka2022"
      ]
    },
    {
      "page": "BS2017MS",
      "title": "Data inputs for multispecies CEATTLE of the Bering Sea from 1979 to 2017",
      "topics": [
        "BS2017MS"
      ]
    },
    {
      "page": "BS2017SS",
      "title": "Data inputs for single species CEATTLE of the Bering Sea from 1979 to 2017",
      "topics": [
        "BS2017SS"
      ]
    },
    {
      "page": "build_bounds",
      "title": "Build parameter bounds",
      "topics": [
        "build_bounds"
      ]
    },
    {
      "page": "build_growth",
      "title": "Specify the growth model for Rceattle",
      "topics": [
        "build_growth"
      ]
    },
    {
      "page": "build_hcr",
      "title": "Specify the harvest control rule (HCR) used for Rceattle",
      "topics": [
        "build_hcr"
      ]
    },
    {
      "page": "build_hcr_map",
      "title": "Function to construct the TMB map argument for CEATTLE for projecting under alternative harvest control rules",
      "topics": [
        "build_hcr_map"
      ]
    },
    {
      "page": "build_M1",
      "title": "Define M1 specifications",
      "topics": [
        "build_M1"
      ]
    },
    {
      "page": "build_map",
      "title": "Main function to construct the TMB map argument for CEATTLE",
      "topics": [
        "build_map"
      ]
    },
    {
      "page": "build_map_catchability",
      "title": "Helper to set map for Catchability parameters",
      "topics": [
        "build_map_catchability"
      ]
    },
    {
      "page": "build_map_debug",
      "title": "Helper to set map for debug mode",
      "topics": [
        "build_map_debug"
      ]
    },
    {
      "page": "build_map_f_and_data_weights",
      "title": "Helper to set map for Fishing Mortality and Data Weights",
      "topics": [
        "build_map_f_and_data_weights"
      ]
    },
    {
      "page": "build_map_fixed_natage",
      "title": "Helper to set map for Fixed N-at-Age models",
      "topics": [
        "build_map_fixed_natage"
      ]
    },
    {
      "page": "build_map_growth",
      "title": "Helper to set map for growth parameters",
      "topics": [
        "build_map_growth"
      ]
    },
    {
      "page": "build_map_m1",
      "title": "Helper to set map for Natural Mortality (M1) parameters",
      "topics": [
        "build_map_m1"
      ]
    },
    {
      "page": "build_map_predation",
      "title": "Helper to set map for Predation Mortality (M2) parameters",
      "topics": [
        "build_map_predation"
      ]
    },
    {
      "page": "build_map_recruitment",
      "title": "Helper to set map for Recruitment parameters",
      "topics": [
        "build_map_recruitment"
      ]
    },
    {
      "page": "build_map_selectivity",
      "title": "Helper to set map for Selectivity parameters",
      "topics": [
        "build_map_selectivity"
      ]
    },
    {
      "page": "build_params",
      "title": "Build parameter list from cpp file",
      "topics": [
        "build_params"
      ]
    },
    {
      "page": "build_srr",
      "title": "Specify the stock-recruit relationship (SRR) for Rceattle",
      "topics": [
        "build_srr"
      ]
    },
    {
      "page": "check_mse",
      "title": "Function to load .RDs files from MSE runs",
      "topics": [
        "check_mse"
      ]
    },
    {
      "page": "clean_data",
      "title": "Function to clean data prior to Rceattle runs",
      "topics": [
        "clean_data"
      ]
    },
    {
      "page": "coef.Rceattle",
      "title": "Extract estimated parameters from an Rceattle fit",
      "topics": [
        "coef.Rceattle"
      ]
    },
    {
      "page": "combine_data",
      "title": "Combine data sets. Will use the env_data data set from data_set1 and diet data will have to be updated.",
      "topics": [
        "combine_data"
      ]
    },
    {
      "page": "compare_sim",
      "title": "Evaluate simulation performance",
      "topics": [
        "compare_sim"
      ]
    },
    {
      "page": "convergence_diagnostics",
      "title": "Convergence diagnostics for a fitted Rceattle model",
      "topics": [
        "convergence_diagnostics"
      ]
    },
    {
      "page": "EBS_ms_run",
      "title": "Fitted multispecies CEATTLE model for the Eastern Bering Sea",
      "topics": [
        "EBS_ms_run"
      ]
    },
    {
      "page": "EBS_ss_M_run",
      "title": "Fitted single-species CEATTLE model with estimated M for the Eastern Bering Sea",
      "topics": [
        "EBS_ss_M_run"
      ]
    },
    {
      "page": "EBS_ss_run",
      "title": "Fitted single-species CEATTLE model for the Eastern Bering Sea",
      "topics": [
        "EBS_ss_run"
      ]
    },
    {
      "page": "fit_control",
      "title": "Bundle the optimizer / sdreport / phasing controls for 'fit_mod()'",
      "topics": [
        "fit_control"
      ]
    },
    {
      "page": "fit_mod",
      "title": "This function runs CEATTLE",
      "topics": [
        "fit_mod"
      ]
    },
    {
      "page": "GeorgesBank3spp",
      "title": "Data inputs for a three-species Georges Bank CEATTLE model",
      "topics": [
        "GeorgesBank3spp"
      ]
    },
    {
      "page": "get_growth_matrix_r",
      "title": "Generate Length-at-Age Transition Matrix",
      "topics": [
        "get_growth_matrix_r"
      ]
    },
    {
      "page": "get_weight_at_age_r",
      "title": "Calculate Predicted Weight-at-Age",
      "topics": [
        "get_weight_at_age_r"
      ]
    },
    {
      "page": "GOA2018SS",
      "title": "Data inputs for a single-species Gulf of Alaska CEATTLE model (2018)",
      "topics": [
        "GOA2018SS"
      ]
    },
    {
      "page": "GOAatf",
      "title": "Data inputs for Gulf of Alaska arrowtooth flounder CEATTLE model",
      "topics": [
        "GOAatf"
      ]
    },
    {
      "page": "GOAatf2023",
      "title": "Data inputs for Gulf of Alaska arrowtooth flounder CEATTLE model (2023)",
      "topics": [
        "GOAatf2023"
      ]
    },
    {
      "page": "GOAcod",
      "title": "Data inputs for Gulf of Alaska Pacific cod CEATTLE model",
      "topics": [
        "GOAcod"
      ]
    },
    {
      "page": "GOApollock",
      "title": "Data inputs for Gulf of Alaska walleye pollock CEATTLE model",
      "topics": [
        "GOApollock"
      ]
    },
    {
      "page": "GOAsafe2018",
      "title": "Gulf of Alaska 2018 SAFE report reference values",
      "topics": [
        "GOAsafe2018"
      ]
    },
    {
      "page": "jitter",
      "title": "Jitter analysis",
      "topics": [
        "jitter"
      ]
    },
    {
      "page": "linkage_spec",
      "title": "Capture a linkage specification",
      "topics": [
        "linkage_spec"
      ]
    },
    {
      "page": "load_mse",
      "title": "Function to load .RDs files from MSE runs",
      "topics": [
        "load_mse"
      ]
    },
    {
      "page": "logLik.Rceattle",
      "title": "Log-likelihood of an Rceattle fit",
      "topics": [
        "logLik.Rceattle"
      ]
    },
    {
      "page": "model_average",
      "title": "Model average of derived quantities",
      "topics": [
        "model_average"
      ]
    },
    {
      "page": "mse_summary",
      "title": "Management strategy evaluation performance metric summary",
      "topics": [
        "mse_summary"
      ]
    },
    {
      "page": "NorthernRockfish2022",
      "title": "Data inputs for Northern Rockfish CEATTLE model (2022)",
      "topics": [
        "NorthernRockfish2022"
      ]
    },
    {
      "page": "plot_b_eaten",
      "title": "Plot biomass eaten",
      "topics": [
        "plot_b_eaten"
      ]
    },
    {
      "page": "plot_b_eaten_prop",
      "title": "Plot biomass consumed of each prey species by predator",
      "topics": [
        "plot_b_eaten_prop"
      ]
    },
    {
      "page": "plot_biomass",
      "title": "Plot biomass",
      "topics": [
        "plot_biomass"
      ]
    },
    {
      "page": "plot_catch",
      "title": "Landings fits",
      "topics": [
        "plot_catch"
      ]
    },
    {
      "page": "plot_comp",
      "title": "Plot time series of comp data",
      "topics": [
        "plot_comp"
      ]
    },
    {
      "page": "plot_data",
      "title": "Timeline of data used in the model likelihoods",
      "topics": [
        "plot_data"
      ]
    },
    {
      "page": "plot_depletion",
      "title": "Plot biomass depletion",
      "topics": [
        "plot_depletion"
      ]
    },
    {
      "page": "plot_depletionSSB",
      "title": "Plot SSB depletion",
      "topics": [
        "plot_depletionSSB"
      ]
    },
    {
      "page": "plot_diet_comp",
      "title": "Plot diet composition fits",
      "topics": [
        "plot_diet_comp"
      ]
    },
    {
      "page": "plot_exploitable_biomass",
      "title": "Plot exploitable biomass",
      "topics": [
        "plot_exploitable_biomass"
      ]
    },
    {
      "page": "plot_f",
      "title": "plot F",
      "topics": [
        "plot_f"
      ]
    },
    {
      "page": "plot_form",
      "title": "Plot functional form",
      "topics": [
        "plot_form"
      ]
    },
    {
      "page": "plot_index",
      "title": "CPUE fits",
      "topics": [
        "plot_index"
      ]
    },
    {
      "page": "plot_indexresidual",
      "title": "CPUE residual",
      "topics": [
        "plot_indexresidual"
      ]
    },
    {
      "page": "plot_logindex",
      "title": "log(CPUE) fits",
      "topics": [
        "plot_logindex"
      ]
    },
    {
      "page": "plot_m_at_age",
      "title": "Plot natural mortality by age",
      "topics": [
        "plot_m_at_age"
      ]
    },
    {
      "page": "plot_m2_at_age_prop",
      "title": "Plot predation mortality by age and predator",
      "topics": [
        "plot_m2_at_age_prop"
      ]
    },
    {
      "page": "plot_maturity",
      "title": "Plot maturity",
      "topics": [
        "plot_maturity"
      ]
    },
    {
      "page": "plot_mortality",
      "title": "Plot M1 + M2",
      "topics": [
        "plot_mortality"
      ]
    },
    {
      "page": "plot_ration",
      "title": "Plot ration",
      "topics": [
        "plot_ration"
      ]
    },
    {
      "page": "plot_recruitment",
      "title": "Plot recruitment",
      "topics": [
        "plot_recruitment"
      ]
    },
    {
      "page": "plot_selectivity",
      "title": "Plot selectivity",
      "topics": [
        "plot_selectivity"
      ]
    },
    {
      "page": "plot_selectivity_vs_maturity",
      "title": "Plot fishery selectivity and maturity",
      "topics": [
        "plot_selectivity_vs_maturity"
      ]
    },
    {
      "page": "plot_ssb",
      "title": "Plot spawning stock biomass (SSB)",
      "topics": [
        "plot_ssb"
      ]
    },
    {
      "page": "plot_ssb_depletion",
      "title": "Plot SSB depletion (deprecated name)",
      "topics": [
        "plot_ssb_depletion"
      ]
    },
    {
      "page": "plot_stock_recruit",
      "title": "Plot stock recruit function",
      "topics": [
        "plot_stock_recruit"
      ]
    },
    {
      "page": "plot_timeseries",
      "title": "Plot time-series",
      "topics": [
        "plot_timeseries"
      ]
    },
    {
      "page": "plot.Rceattle",
      "title": "Plot method for fitted Rceattle models",
      "topics": [
        "plot.Rceattle"
      ]
    },
    {
      "page": "print.Rceattle",
      "title": "Print method for fitted Rceattle models",
      "topics": [
        "print.Rceattle"
      ]
    },
    {
      "page": "prior_beta",
      "title": "Beta prior on a linkage coefficient",
      "topics": [
        "prior_beta"
      ]
    },
    {
      "page": "prior_gamma",
      "title": "Gamma prior on a linkage coefficient",
      "topics": [
        "prior_gamma"
      ]
    },
    {
      "page": "prior_lognormal",
      "title": "Lognormal prior on a linkage coefficient",
      "topics": [
        "prior_lognormal"
      ]
    },
    {
      "page": "prior_normal",
      "title": "Normal prior on a linkage coefficient",
      "topics": [
        "prior_normal"
      ]
    },
    {
      "page": "profile.Rceattle",
      "title": "Likelihood profile across one or more parameter cells",
      "topics": [
        "profile.Rceattle"
      ]
    },
    {
      "page": "read_data",
      "title": "Read a CEATTLE excel data file",
      "topics": [
        "read_data"
      ]
    },
    {
      "page": "rearrange_data",
      "title": "Rearrange a data_list for TMB",
      "topics": [
        "rearrange_dat",
        "rearrange_data"
      ]
    },
    {
      "page": "remove_F",
      "title": "Rerun with F = 0.",
      "topics": [
        "remove_F"
      ]
    },
    {
      "page": "rename_output",
      "title": "Function to rename derived quantities from Rceattle",
      "topics": [
        "rename_output"
      ]
    },
    {
      "page": "residuals.Rceattle",
      "title": "Observed-vs-fitted residuals from an Rceattle fit",
      "topics": [
        "residuals.Rceattle"
      ]
    },
    {
      "page": "retrospective",
      "title": "Retrospective peels",
      "topics": [
        "retrospective"
      ]
    },
    {
      "page": "rich.colors.short",
      "title": "Make a vector of colors.",
      "topics": [
        "rich.colors.short"
      ]
    },
    {
      "page": "run_mse",
      "title": "Run a management strategy evaluation",
      "topics": [
        "run_mse"
      ]
    },
    {
      "page": "sample_rec",
      "title": "Sample historical recruitment deviates and place in the projection",
      "topics": [
        "sample_rec"
      ]
    },
    {
      "page": "self_test",
      "title": "Self test simulation analysis analysis",
      "topics": [
        "self_test"
      ]
    },
    {
      "page": "set_phases",
      "title": "Function to set phasing order",
      "topics": [
        "set_phases"
      ]
    },
    {
      "page": "sim_mod",
      "title": "Simulate Rceattle data",
      "topics": [
        "sim_mod"
      ]
    },
    {
      "page": "summary.Rceattle",
      "title": "Compact summary method for Rceattle fits",
      "topics": [
        "summary.Rceattle"
      ]
    },
    {
      "page": "switch_check",
      "title": "Function to check for missing switches for map and parameter functions",
      "topics": [
        "switch_check"
      ]
    },
    {
      "page": "t_col",
      "title": "#https://www.dataanalytics.org.uk/make-transparent-colors-in-r/",
      "topics": [
        "t_col"
      ]
    },
    {
      "page": "TMBAIC",
      "title": "Calculate marginal AIC for a fitted model",
      "topics": [
        "TMBAIC"
      ]
    },
    {
      "page": "TMBphase",
      "title": "Run TMB using phases",
      "topics": [
        "TMBphase"
      ]
    },
    {
      "page": "vcov.Rceattle",
      "title": "Variance-covariance matrix for an Rceattle fit",
      "topics": [
        "vcov.Rceattle"
      ]
    },
    {
      "page": "whamGrowthData",
      "title": "Data inputs for CEATTLE model with WHAM-estimated growth",
      "topics": [
        "whamGrowthData"
      ]
    },
    {
      "page": "write_data",
      "title": "Write data file",
      "topics": [
        "write_data"
      ]
    }
  ],
  "_readme": "https://github.com/grantdadams/Rceattle/raw/HEAD/README.md",
  "_rundeps": [
    "bitops",
    "caTools",
    "cellranger",
    "cli",
    "cowplot",
    "cpp11",
    "crayon",
    "dplyr",
    "farver",
    "generics",
    "ggplot2",
    "glue",
    "gplots",
    "gsw",
    "gtable",
    "gtools",
    "hms",
    "isoband",
    "KernSmooth",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "oce",
    "pillar",
    "pkgconfig",
    "plyr",
    "prettyunits",
    "progress",
    "purrr",
    "R.methodsS3",
    "R.oo",
    "R.utils",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "readxl",
    "rematch",
    "reshape2",
    "rlang",
    "S7",
    "scales",
    "stringi",
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    "tidyr",
    "tidyselect",
    "TMB",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "writexl"
  ],
  "_vignettes": [
    {
      "source": "model-options-and-functionality.Rmd",
      "filename": "model-options-and-functionality.html",
      "title": "Model options and functionality ",
      "author": "Grant Adams",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. Model dimensions and operating mode",
        "msmMode — single-species vs. multi-species",
        "initMode — initial age structure",
        "estimateMode — what does fit_mod() actually do?",
        "Random-effects toggles",
        "2. Predation: suitMode (per predator)",
        "3. Selectivity (per fleet)",
        "4. Catchability (per fleet)",
        "5. Composition likelihoods",
        "6. Recruitment / stock-recruit (recFun = build_srr())",
        "7. Natural mortality (M1Fun = build_M1())",
        "M1_model — fixed-effects structure of M1",
        "M1_re — random-effects structure on M1",
        "8. Growth and weight-at-age (growthFun = build_growth())",
        "growth_model — fixed-effects structure of growth",
        "growth_re — random effects on growth",
        "9. Harvest control rules (HCR = build_hcr())",
        "10. Projection and MSE",
        "11. Diagnostics and inference",
        "12. Plotting",
        "References"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-27 05:57:47",
      "commits": 2
    },
    {
      "source": "introduction.Rmd",
      "filename": "introduction.html",
      "title": "Rceattle: An Introduction ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "1. Installation",
        "2. Data",
        "3. Fit models",
        "4. Compare models",
        "5. Model plots and diagnostics"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-11 19:51:01",
      "commits": 2
    },
    {
      "source": "hcrs-and-mses.Rmd",
      "filename": "hcrs-and-mses.html",
      "title": "HCRs and MSEs: an introduction ",
      "author": "Grant Adams",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Fitting OMs",
        "Fitting EMs (Tier 3 HCR)",
        "Running MSEs",
        "Reproducibility",
        "Evaluating MSEs via plots",
        "Summary statistics",
        "Alternative scenarios",
        "Different BRPs",
        "Triannual BTS",
        "4-year cycle and 50% sampling",
        "Climate MSE",
        "Climate linked OM",
        "Run MSE",
        "Overall summary"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-27 05:57:47",
      "commits": 3
    },
    {
      "source": "model-diagnostics.Rmd",
      "filename": "model-diagnostics.html",
      "title": "Model diagnostics ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Setup and plotting data",
        "S3 Methods",
        "Convergence diagnostics",
        "Fit plots",
        "Composition data",
        "Survey indices",
        "Catch",
        "Retrospective analysis",
        "Jitter testing",
        "Self-test (simulation–estimation)",
        "Likelihood profile",
        "Comparing single- and multi-species trajectories",
        "Model average"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-06-10 02:40:42",
      "commits": 4
    },
    {
      "source": "projections-and-reference-points.Rmd",
      "filename": "projections-and-reference-points.html",
      "title": "Projections and reference points ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Setup",
        "Fixed-F projections",
        "Recruitment in the projection period",
        "Manual recruitment deviations",
        "Stochastic recruitment via sample_rec()",
        "Comparing projection scenarios",
        "Random recruitment effects",
        "Available harvest control rules"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-08 02:52:08",
      "commits": 1
    },
    {
      "source": "single-vs-multispecies.Rmd",
      "filename": "single-vs-multispecies.html",
      "title": "Single- vs. multi-species models ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "When to use each mode",
        "Bering Sea example",
        "Gulf of Alaska example",
        "Predator-prey suitability (suitMode)",
        "Comparing outputs"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-08 02:52:08",
      "commits": 1
    },
    {
      "source": "data-without-excel.Rmd",
      "filename": "data-without-excel.html",
      "title": "Building a data object in R ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Required vs. optional fields",
        "Setup",
        "1. Species / model controls",
        "2. Fleet control table",
        "3. Survey index data",
        "4. Catch data",
        "5. Composition data (optional)",
        "6. Conditional age-at-length (CAAL) data (optional)",
        "7. Biological inputs",
        "Age-to-length transition matrix",
        "Ageing error matrix",
        "Weight-at-age",
        "Maturity-at-age",
        "Sex ratio at age",
        "Fixed selectivity (optional)",
        "Fixed numbers-at-age (optional)",
        "Natural mortality (M1 base)",
        "Environmental covariate data (optional)",
        "8. Multi-species bioenergetics parameters (optional in single-species mode)",
        "9. Validate and fit",
        "10. Export back to Excel (optional)"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-08 14:05:43",
      "commits": 2
    },
    {
      "source": "stock-synthesis-conversion.Rmd",
      "filename": "stock-synthesis-conversion.html",
      "title": "Converting from Stock Synthesis ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Model controls",
        "Fleets",
        "Catch data",
        "Survey indices",
        "Composition data",
        "Ageing error",
        "Weight-at-age",
        "Other inputs",
        "Verifying the conversion against SS",
        "See also"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-08 02:52:08",
      "commits": 1
    },
    {
      "source": "model-parameterizations.Rmd",
      "filename": "model-parameterizations.html",
      "title": "Model parameterizations ",
      "engine": "knitr::rmarkdown",
      "headings": [
        "In progress!",
        "Population dynamics",
        "Predation sub-model",
        "Suitability",
        "MSVPA Type 2 based suitability",
        "Predation mortality",
        "Single-species mode",
        "MSVPA Type 2 based predation mortality",
        "MSVPA Type 3 based predation mortality",
        "Consumption",
        "Bioenergetics based ration",
        "Input ration-at-age",
        "Fishery and survey observation model",
        "Selectivity parameterizations",
        "Fixed selectivity",
        "Non-parametric (Type 1)",
        "Logistic",
        "Time-varying logistic",
        "Double logistic",
        "Time-varying double logistic 1\t(ascending and descending time-varying parameters)",
        "Time-varying double logistic 2\t(random walk ascending-time varying parameters)",
        "Descending logistic",
        "Time-varying descending logistic",
        "Non-parametric (Type 2)",
        "Time-varying non-parametric (Type 2 for hake)",
        "Catchability parameterizations",
        "Linear time-invariant catchability formulations",
        "Time-varying catchability formulations"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-08 02:52:08",
      "commits": 1
    },
    {
      "source": "environmental-linkages-and-priors.Rmd",
      "filename": "environmental-linkages-and-priors.html",
      "title": "Environmental linkages and priors: a formula-driven API",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "A first example: temperature on K",
        "The linkage_spec() API",
        "Priors",
        "Putting a prior on the parameter itself",
        "Growth SD endpoints",
        "Species- and (species, sex)-specific priors",
        "Per-species formulas",
        "Per-sex formulas",
        "Polynomial and basis-expansion formulas",
        "What happens internally",
        "Natural mortality",
        "Recruitment",
        "A multi-process example",
        "Inspecting and debugging",
        "Behind the scenes: automatic base-parameter handling",
        "init and the base parameter",
        "Stratification",
        "Single-sex models and by = ~ ... + sex",
        "Pooling",
        "On the roadmap",
        "See also"
      ],
      "created": "2026-05-08 02:52:08",
      "modified": "2026-05-27 05:57:47",
      "commits": 5
    },
    {
      "source": "growth-estimation.Rmd",
      "filename": "growth-estimation.html",
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        "Load data and inspect the growth dataset",
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        "Inspect the linkage table and prior contributions",
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