{
  "_id": "6a115d99acfb0bcc41cec885",
  "Package": "simulator",
  "Title": "An Engine for Running Simulations",
  "Version": "0.2.4",
  "Date": "2023-02-01",
  "Authors@R": "person(\"Jacob\", \"Bien\", email = \"jbien@usc.edu\", role = c(\"aut\", \"cre\"))",
  "Description": "A framework for performing simulations such as those\ncommon in methodological statistics papers.  The design\nprinciples of this package are described in greater depth in\nBien, J. (2016) \"The simulator: An Engine to Streamline\nSimulations,\" which is available at <arXiv:1607.00021>.",
  "License": "GPL-3",
  "VignetteBuilder": "knitr",
  "URL": "https://github.com/jacobbien/simulator",
  "BugReports": "https://github.com/jacobbien/simulator/issues",
  "Encoding": "UTF-8",
  "Collate": "'evals-class.R' 'output-class.R' 'component-class.R'\n'model-class.R' 'draws-class.R' 'reference-classes.R'\n'simulation-class.R' 'add-to-simulation.R' 'aggregator-class.R'\n'utils.R' 'create.R' 'draws.R' 'evaluate.R' 'metric-class.R'\n'method-class.R' 'examples.R' 'extended-method-class.R'\n'get-from-simulation.R' 'import_from.R' 'load.R' 'manage.R'\n'method-extension-class.R' 'methods.R' 'models.R'\n'parallel-draws.R' 'parallel-methods.R' 'parallel.R'\n'plot_eval.R' 'plot_eval_by.R' 'plot_evals.R' 'tables.R'\n'zzz.R'",
  "RoxygenNote": "7.2.3",
  "Repository": "https://jacobbien.r-universe.dev",
  "Date/Publication": "2023-02-02 07:53:44 UTC",
  "RemoteUrl": "https://github.com/jacobbien/simulator",
  "RemoteRef": "HEAD",
  "RemoteSha": "3d325ec78d48c57cbdc16d1455c2ffcc85ae8bb1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-23 07:53:12 UTC",
    "User": "root"
  },
  "Author": "Jacob Bien [aut, cre]",
  "Maintainer": "Jacob Bien <jbien@usc.edu>",
  "MD5sum": "85f95b8a8ab93f6a269fc007ca8a8db6",
  "_user": "jacobbien",
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  "_created": "2026-05-23T07:53:12.000Z",
  "_published": "2026-05-23T07:56:09.137Z",
  "_distro": "noble",
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    "author": "jacobbien <jbien@usc.edu>",
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    "message": "Website tweaks\n",
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    "email": "jbien@usc.edu",
    "login": "jacobbien",
    "description": "Professor of Data Sciences and Operations\nUniversity of Southern California",
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  "_exports": [
    "%>%",
    "add",
    "create",
    "describe",
    "draws",
    "evals",
    "evaluate",
    "generate_model",
    "get_contents",
    "get_files_not_in_simulations",
    "get_simulation_with_all_files",
    "load",
    "load_draws",
    "load_evals",
    "load_evals_from_ref",
    "load_model",
    "load_outputs",
    "load_simulation",
    "make_my_example_model",
    "memory_as_string",
    "model",
    "model_names",
    "my_example_loss",
    "my_example_method",
    "new_aggregator",
    "new_extended_method",
    "new_method",
    "new_method_extension",
    "new_metric",
    "new_model",
    "new_simulation",
    "output",
    "plot_eval",
    "plot_eval_by",
    "plot_evals",
    "relabel",
    "rename",
    "run_method",
    "save_simulation",
    "simulate_from_model",
    "subset_evals",
    "subset_models",
    "subset_simulation",
    "tabulate_eval"
  ],
  "_help": [
    {
      "page": "plus-ExtendedMethod-MethodExtension-method",
      "title": "Create an ExtendedMethod from an ExtendedMethod and MethodExtension",
      "topics": [
        "+,ExtendedMethod,MethodExtension-method"
      ]
    },
    {
      "page": "plus-list-MethodExtension-method",
      "title": "Create a list of ExtendedMethod from a list of Methods and a MethodExtension",
      "topics": [
        "+,list,MethodExtension-method"
      ]
    },
    {
      "page": "plus-Method-MethodExtension-method",
      "title": "Create an ExtendedMethod from a Method and MethodExtension",
      "topics": [
        "+,Method,MethodExtension-method"
      ]
    },
    {
      "page": "cash-Model-method",
      "title": "Get element of 'Model''s 'params' list",
      "topics": [
        "$,Model-method"
      ]
    },
    {
      "page": "add",
      "title": "Add a reference to a simulation",
      "topics": [
        "add",
        "add,Simulation,DrawsRef-method",
        "add,Simulation,EvalsRef-method",
        "add,Simulation,list-method",
        "add,Simulation,ModelRef-method",
        "add,Simulation,OutputRef-method"
      ]
    },
    {
      "page": "add_bold",
      "title": "Make a string bold in a certain format",
      "topics": [
        "add_bold"
      ]
    },
    {
      "page": "aggregate_evals",
      "title": "Apply aggregator to a list of Evals objects",
      "topics": [
        "aggregate_evals"
      ]
    },
    {
      "page": "Aggregator-class",
      "title": "An S4 class for aggregating evaluated metrics",
      "topics": [
        "Aggregator-class"
      ]
    },
    {
      "page": "as.data.frame.Evals",
      "title": "Convert an Evals to a data.frame",
      "topics": [
        "as.data.frame.Evals"
      ]
    },
    {
      "page": "as.data.frame.listofEvals",
      "title": "Convert a list of Evals to a data.frame",
      "topics": [
        "as.data.frame.listofEvals"
      ]
    },
    {
      "page": "as.data.frame.listofModels",
      "title": "Convert a List of Models to a data.frame",
      "topics": [
        "as.data.frame.listofModels"
      ]
    },
    {
      "page": "as.data.frame.Model",
      "title": "Convert a Model to a data.frame",
      "topics": [
        "as.data.frame.Model"
      ]
    },
    {
      "page": "catsim",
      "title": "Concatenate and print for the simulator",
      "topics": [
        "catsim"
      ]
    },
    {
      "page": "Component",
      "title": "An S4 class representing a component of the simulator.",
      "topics": [
        "Component-class"
      ]
    },
    {
      "page": "create",
      "title": "Create template for a new set of simulations",
      "topics": [
        "create"
      ]
    },
    {
      "page": "describe",
      "title": "Describe the contents of a simulator directory",
      "topics": [
        "describe"
      ]
    },
    {
      "page": "draws",
      "title": "Get one or more draws from a simulation",
      "topics": [
        "draws"
      ]
    },
    {
      "page": "Draws-class",
      "title": "An S4 class representing the random draws from a Model object.",
      "topics": [
        "Draws-class"
      ]
    },
    {
      "page": "DrawsRef-class",
      "title": "An S4 class representing a reference to an object of class Draws.",
      "topics": [
        "DrawsRef-class"
      ]
    },
    {
      "page": "evals",
      "title": "Get one or more evals from a simulation",
      "topics": [
        "evals"
      ]
    },
    {
      "page": "Evals-class",
      "title": "An S4 class representing the evaluation of a metric run by simulator.",
      "topics": [
        "Evals-class"
      ]
    },
    {
      "page": "EvalsRef-class",
      "title": "An S4 class representing a reference to an object of class Evals",
      "topics": [
        "EvalsRef-class"
      ]
    },
    {
      "page": "evaluate",
      "title": "Evaluate outputs of methods according to provided metrics.",
      "topics": [
        "evaluate"
      ]
    },
    {
      "page": "evaluate_internal",
      "title": "Evaluate outputs of methods according to provided metrics.",
      "topics": [
        "evaluate_internal"
      ]
    },
    {
      "page": "evaluate_single",
      "title": "Run one or more metrics on outputs.",
      "topics": [
        "evaluate_single"
      ]
    },
    {
      "page": "ExtendedMethod-class",
      "title": "An S4 class representing the extension of a method",
      "topics": [
        "ExtendedMethod-class"
      ]
    },
    {
      "page": "generate_model",
      "title": "Generate a model.",
      "topics": [
        "generate_model"
      ]
    },
    {
      "page": "get_contents",
      "title": "Get the contents of a simulator directory",
      "topics": [
        "get_contents"
      ]
    },
    {
      "page": "get_files_not_in_simulations",
      "title": "Find files in simulator directory not referred to by any simulations",
      "topics": [
        "get_files_not_in_simulations"
      ]
    },
    {
      "page": "get_model_indices",
      "title": "Returns indices of a specified subset of sim@model_refs",
      "topics": [
        "get_model_indices"
      ]
    },
    {
      "page": "get_relative_path",
      "title": "Get relative path",
      "topics": [
        "get_relative_path"
      ]
    },
    {
      "page": "get_simulation_with_all_files",
      "title": "Returns a simulation object containing references to all files in directory",
      "topics": [
        "get_simulation_with_all_files"
      ]
    },
    {
      "page": "load_draws",
      "title": "Load one or more draws objects from file.",
      "topics": [
        "load_draws"
      ]
    },
    {
      "page": "load_evals",
      "title": "Load one or more Evals objects from file.",
      "topics": [
        "load_evals",
        "load_evals_from_ref"
      ]
    },
    {
      "page": "load_model",
      "title": "Load a model from file.",
      "topics": [
        "load_model"
      ]
    },
    {
      "page": "load_simulation",
      "title": "Load a simulation object",
      "topics": [
        "load_simulation"
      ]
    },
    {
      "page": "load-DrawsRef-method",
      "title": "Load a DrawsRef",
      "topics": [
        "load,DrawsRef-method"
      ]
    },
    {
      "page": "load-EvalsRef-method",
      "title": "Load an EvalsRef",
      "topics": [
        "load,EvalsRef-method"
      ]
    },
    {
      "page": "load-list-method",
      "title": "Load a list of reference objects",
      "topics": [
        "load,list-method"
      ]
    },
    {
      "page": "load-ModelRef-method",
      "title": "Load a ModelRef",
      "topics": [
        "load,ModelRef-method"
      ]
    },
    {
      "page": "load-OutputRef-method",
      "title": "Load an OutputRef",
      "topics": [
        "load,OutputRef-method"
      ]
    },
    {
      "page": "make_my_example_model",
      "title": "Make My Example Model",
      "topics": [
        "make_my_example_model"
      ]
    },
    {
      "page": "memory_as_string",
      "title": "Write memory in human readable way",
      "topics": [
        "memory_as_string"
      ]
    },
    {
      "page": "Method-class",
      "title": "An S4 class representing a method to be run by simulator.",
      "topics": [
        "Method-class"
      ]
    },
    {
      "page": "MethodExtension-class",
      "title": "An S4 class used to create an extended version of a method",
      "topics": [
        "MethodExtension-class"
      ]
    },
    {
      "page": "Metric-class",
      "title": "An S4 class representing an evaluation metric to be used by simulator.",
      "topics": [
        "Metric-class"
      ]
    },
    {
      "page": "model",
      "title": "Get one or more models from a simulation",
      "topics": [
        "model"
      ]
    },
    {
      "page": "model_names",
      "title": "Get model names in a Simulation",
      "topics": [
        "model_names"
      ]
    },
    {
      "page": "Model-class",
      "title": "An S4 class representing the model component of the simulator.",
      "topics": [
        "Model-class"
      ]
    },
    {
      "page": "ModelRef-class",
      "title": "An S4 class representing a reference to an object of class Model.",
      "topics": [
        "ModelRef-class"
      ]
    },
    {
      "page": "models_as_data.frame",
      "title": "Convert a list of Model objects into a data.frame",
      "topics": [
        "models_as_data.frame"
      ]
    },
    {
      "page": "my_example_loss",
      "title": "My Example Loss",
      "topics": [
        "my_example_loss"
      ]
    },
    {
      "page": "my_example_method",
      "title": "My Example Method",
      "topics": [
        "my_example_method"
      ]
    },
    {
      "page": "new_aggregator",
      "title": "Create an Aggregator object",
      "topics": [
        "new_aggregator"
      ]
    },
    {
      "page": "new_extended_method",
      "title": "Create an ExtendedMethod object",
      "topics": [
        "new_extended_method"
      ]
    },
    {
      "page": "new_method",
      "title": "Create a Method object",
      "topics": [
        "new_method"
      ]
    },
    {
      "page": "new_method_extension",
      "title": "Create an object that can be used to make an extended version of a method",
      "topics": [
        "new_method_extension"
      ]
    },
    {
      "page": "new_metric",
      "title": "Create a Metric object",
      "topics": [
        "new_metric"
      ]
    },
    {
      "page": "new_model",
      "title": "Create a Model object",
      "topics": [
        "new_model"
      ]
    },
    {
      "page": "new_simulation",
      "title": "Make a new simulation object",
      "topics": [
        "new_simulation"
      ]
    },
    {
      "page": "output",
      "title": "Get one or more outputs from a simulation",
      "topics": [
        "output"
      ]
    },
    {
      "page": "Output-class",
      "title": "An S4 class representing the output of a method run by simulator.",
      "topics": [
        "Output-class"
      ]
    },
    {
      "page": "OutputRef-class",
      "title": "An S4 class representing a reference to an object of class Output.",
      "topics": [
        "OutputRef-class"
      ]
    },
    {
      "page": "plot_eval",
      "title": "Plot a metric's value for each method",
      "topics": [
        "plot_eval"
      ]
    },
    {
      "page": "plot_eval_by",
      "title": "Plot a metric across multiple values of a model parameter",
      "topics": [
        "plot_eval_by"
      ]
    },
    {
      "page": "plot_evals",
      "title": "Plot one metric versus another for each method",
      "topics": [
        "plot_evals"
      ]
    },
    {
      "page": "recycle",
      "title": "Recycles elements to create vector of desired length",
      "topics": [
        "recycle"
      ]
    },
    {
      "page": "relabel",
      "title": "Give simulation a new label",
      "topics": [
        "relabel"
      ]
    },
    {
      "page": "rename",
      "title": "Give simulation a new name",
      "topics": [
        "rename"
      ]
    },
    {
      "page": "run_extendedmethod_single",
      "title": "Run a single extended method on a single index of simulated data.",
      "topics": [
        "run_extendedmethod_single"
      ]
    },
    {
      "page": "run_method",
      "title": "Run one or more methods on simulated data.",
      "topics": [
        "run_method"
      ]
    },
    {
      "page": "run_method_single",
      "title": "Run a single method on a single index of simulated data.",
      "topics": [
        "run_method_single"
      ]
    },
    {
      "page": "save_simulation",
      "title": "Save a simulation object",
      "topics": [
        "save_simulation"
      ]
    },
    {
      "page": "simulate_from_model",
      "title": "Simulate from a model.",
      "topics": [
        "simulate_from_model"
      ]
    },
    {
      "page": "simulate_from_model_single",
      "title": "Simulate from a model.",
      "topics": [
        "simulate_from_model_single"
      ]
    },
    {
      "page": "simulate_parallel",
      "title": "Simulate from a model in parallel.",
      "topics": [
        "simulate_parallel"
      ]
    },
    {
      "page": "Simulation",
      "title": "An S4 class representing a simulation.",
      "topics": [
        "Simulation-class"
      ]
    },
    {
      "page": "subset_evals",
      "title": "Reduce an Evals object to a subset of methods and/or metrics",
      "topics": [
        "subset_evals"
      ]
    },
    {
      "page": "subset_models",
      "title": "Subset Models",
      "topics": [
        "subset_models"
      ]
    },
    {
      "page": "subset_simulation",
      "title": "Create a simulation that is a subset of a preexisting simulation object",
      "topics": [
        "subset_simulation"
      ]
    },
    {
      "page": "tabulate_eval",
      "title": "Make a table of a metric for each pair of models and methods",
      "topics": [
        "tabulate_eval"
      ]
    }
  ],
  "_readme": "https://github.com/jacobbien/simulator/raw/HEAD/README.md",
  "_rundeps": [
    "magrittr"
  ],
  "_vignettes": [
    {
      "source": "fdr.Rmd",
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