{
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  "Title": "Integration of 'Blimp' Software into R",
  "Version": "1.2.5",
  "Authors@R": "person(given = \"Brian T.\",\nfamily = \"Keller\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"btkeller@missouri.edu\")",
  "Description": "Provides an interface to 'Blimp' software for Bayesian\nlatent variable modeling, missing data analysis, and multiple\nimputation. The package generates 'Blimp' syntax, executes\n'Blimp' models, and imports results back into 'R' as structured\nobjects with methods for visualization and analysis. Requires\n'Blimp' software (freely available at\n<https://www.appliedmissingdata.com/blimp>) to be installed\nseparately.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "SystemRequirements": "Blimp software\n(<https://www.appliedmissingdata.com/blimp>)",
  "Roxygen": "list(markdown = TRUE)",
  "URL": "https://github.com/blimp-stats/rblimp",
  "BugReports": "https://github.com/blimp-stats/rblimp/issues",
  "Config/roxygen2/version": "8.0.0",
  "Repository": "https://blimp-stats.r-universe.dev",
  "Date/Publication": "2026-10-15 17:25:07 UTC",
  "RemoteUrl": "https://github.com/blimp-stats/rblimp",
  "RemoteRef": "HEAD",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-15 20:38:39 UTC",
    "User": "root"
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  "Author": "Brian T. Keller [aut, cre, cph]",
  "Maintainer": "Brian T. Keller <btkeller@missouri.edu>",
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  "_created": "2026-10-15T20:38:39.000Z",
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  "_buildurl": "https://github.com/r-universe/blimp-stats/actions/runs/38803197914",
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  "_commit": {
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    "author": "Brian Keller <bk@bkeller2.com>",
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    "message": "Update version number\n",
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    "name": "Brian T. Keller",
    "email": "btkeller@missouri.edu",
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    "uuid": 4304778
  },
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  "_registered": true,
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    {
      "package": "R",
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      "role": "Depends"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "methods",
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    },
    {
      "package": "ggplot2",
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    },
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      "package": "scales",
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    },
    {
      "package": "mitml",
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    {
      "package": "rstudioapi",
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    },
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      "package": "posterior",
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      "package": "ggrepel",
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  ],
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    "name": "Blimp Statistical Software",
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    "count": 355,
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  "_devurl": "https://github.com/blimp-stats/rblimp",
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  "_rbuild": "4.6.1",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
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    "extra/contents.json",
    "extra/manual.pdf",
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    {
      "version": "1.2.0",
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  ],
  "_exports": [
    "algorithm",
    "as.array",
    "as.data.frame",
    "as.matrix",
    "as.mitml",
    "at",
    "blimp_style",
    "by_group",
    "compare",
    "compute_condeff",
    "cooks.distance",
    "datainfo",
    "describe",
    "detect_blimp",
    "diagnostic_plots",
    "distribution_plot",
    "distribution_plots",
    "estimates",
    "has_blimp",
    "influence",
    "influence_plot",
    "install_blimp",
    "jn_map",
    "jn_plot",
    "jn_plot_func",
    "join",
    "model_table",
    "modelfit",
    "modelinfo",
    "output",
    "posterior_plot",
    "predict",
    "probability_plot",
    "psr",
    "qq_plot",
    "rblimp",
    "rblimp_fcs",
    "rblimp_sim",
    "rblimp_source",
    "rblimp_syntax",
    "resid",
    "residual_plot",
    "residuals",
    "scale_imputed",
    "scale_imputed_manual",
    "set_blimp",
    "show",
    "simple_effects",
    "simple_plot",
    "SIMULATE",
    "standardized",
    "summary",
    "theme_blimp",
    "trace_plot",
    "uninstall_blimp",
    "update_blimp",
    "with",
    "write.blimp"
  ],
  "_help": [
    {
      "page": "algorithm",
      "title": "Extract algorithmic options from Blimp output",
      "topics": [
        "algorithm"
      ]
    },
    {
      "page": "as_draws.blimp_obj",
      "title": "Convert blimp_obj to a posterior draws object",
      "topics": [
        "as_draws.blimp_obj",
        "as_draws_array.blimp_obj",
        "as_draws_df.blimp_obj"
      ]
    },
    {
      "page": "as.array-blimp_obj-method",
      "title": "Convert blimp_obj to a 3-D MCMC array",
      "topics": [
        "as.array,blimp_obj-method"
      ]
    },
    {
      "page": "as.character.blimp_syntax",
      "title": "Convert 'blimp_syntax' to character vector",
      "topics": [
        "as.character.blimp_syntax"
      ]
    },
    {
      "page": "as.data.frame-blimp_obj-method",
      "title": "Convert blimp_obj to data.frame",
      "topics": [
        "as.data.frame,blimp_obj-method"
      ]
    },
    {
      "page": "as.matrix-blimp_obj-method",
      "title": "Convert blimp_obj to matrix",
      "topics": [
        "as.matrix,blimp_obj-method"
      ]
    },
    {
      "page": "as.mitml",
      "title": "Coerces a 'blimp_obj' or 'blimp_bygroup' to a 'mitml.list'",
      "topics": [
        "as.mitml"
      ]
    },
    {
      "page": "at",
      "title": "Marker for fixing a moderator at specific SIMPLE evaluated values",
      "topics": [
        "at"
      ]
    },
    {
      "page": "blimp_cp-class",
      "title": "S4 class for Blimp model comparison results",
      "topics": [
        "blimp_cp-class"
      ]
    },
    {
      "page": "blimp_obj",
      "title": "S4 class for Blimp model results",
      "topics": [
        "blimp_obj",
        "blimp_obj-class"
      ]
    },
    {
      "page": "blimp_style",
      "title": "Theme settings for rblimp plots",
      "topics": [
        "blimp_style"
      ]
    },
    {
      "page": "by_group",
      "title": "Wrapper function to run multiple instances of 'rblimp' based on grouping variable",
      "topics": [
        "by_group"
      ]
    },
    {
      "page": "compare",
      "title": "Compare two Blimp models",
      "topics": [
        "compare"
      ]
    },
    {
      "page": "compute_condeff",
      "title": "Convenience Function for computing conditional effects for 'jn_plot_func'",
      "topics": [
        "compute_condeff"
      ]
    },
    {
      "page": "cooks.distance-blimp_obj-method",
      "title": "Cook's distance from 'blimp_obj'",
      "topics": [
        "cooks.distance,blimp_obj-method"
      ]
    },
    {
      "page": "datainfo",
      "title": "Extract data information from Blimp output",
      "topics": [
        "datainfo"
      ]
    },
    {
      "page": "describe",
      "title": "Describe an object",
      "topics": [
        "describe",
        "describe,blimp_obj-method",
        "describe,data.frame-method",
        "describe-methods"
      ]
    },
    {
      "page": "describe-class",
      "title": "The 'describe' class for object summaries",
      "topics": [
        "describe-class",
        "show,describe-method"
      ]
    },
    {
      "page": "detect_blimp",
      "title": "Produce Blimp location Conditional on Operating System",
      "topics": [
        "detect_blimp"
      ]
    },
    {
      "page": "diagnostic_plots",
      "title": "Every applicable diagnostic plot for a 'blimp_obj'",
      "topics": [
        "&.diagnostic_plots",
        "+.diagnostic_plots",
        "diagnostic_plots",
        "print.diagnostic_plots",
        "subset.diagnostic_plots",
        "[.diagnostic_plots"
      ]
    },
    {
      "page": "distribution_plot",
      "title": "Observed and imputed distribution of a variable in a 'blimp_obj'",
      "topics": [
        "distribution_plot"
      ]
    },
    {
      "page": "distribution_plots",
      "title": "Every applicable distribution plot for a 'blimp_obj'",
      "topics": [
        "&.distribution_plots",
        "+.distribution_plots",
        "distribution_plots",
        "print.distribution_plots",
        "subset.distribution_plots",
        "[.distribution_plots"
      ]
    },
    {
      "page": "estimates",
      "title": "Extract model estimates from Blimp output",
      "topics": [
        "estimates"
      ]
    },
    {
      "page": "has_blimp",
      "title": "Does the system have blimp installed?",
      "topics": [
        "has_blimp"
      ]
    },
    {
      "page": "influence_plot",
      "title": "Leverage and Cook's distance plots for an outcome in a 'blimp_obj'",
      "topics": [
        "influence_plot"
      ]
    },
    {
      "page": "influence-blimp_obj-method",
      "title": "Influence values from 'blimp_obj'",
      "topics": [
        "influence,blimp_obj-method"
      ]
    },
    {
      "page": "install_blimp",
      "title": "Install the Blimp computational engine",
      "topics": [
        "install_blimp"
      ]
    },
    {
      "page": "jn_map",
      "title": "Two-dimensional Johnson-Neyman map of a conditional slope",
      "topics": [
        "jn_map"
      ]
    },
    {
      "page": "jn_plot",
      "title": "Function to generate a Johnson-Neyman Plot of Conditional Slope with 'rblimp'",
      "topics": [
        "jn_plot"
      ]
    },
    {
      "page": "jn_plot_func",
      "title": "Function to generate a Johnson-Neyman Plot of Conditional Slope based on a function to produce the conditional effect.",
      "topics": [
        "jn_plot_func"
      ]
    },
    {
      "page": "join",
      "title": "Marker for bundling multiple SIMPLE moderators into one compound moderator",
      "topics": [
        "join"
      ]
    },
    {
      "page": "model_table",
      "title": "Create APA-formatted table of model results",
      "topics": [
        "model_table"
      ]
    },
    {
      "page": "modelfit",
      "title": "Extract model fit from Blimp output",
      "topics": [
        "modelfit"
      ]
    },
    {
      "page": "modelinfo",
      "title": "Extract model information from Blimp output",
      "topics": [
        "modelinfo"
      ]
    },
    {
      "page": "names-blimp_obj-method",
      "title": "Return variable names from 'blimp_obj' object",
      "topics": [
        "names,blimp_obj-method"
      ]
    },
    {
      "page": "output",
      "title": "Extract output from blimp_obj",
      "topics": [
        "output"
      ]
    },
    {
      "page": "posterior_plot",
      "title": "Function to generate graph posterior density plots for parameters",
      "topics": [
        "posterior_plot"
      ]
    },
    {
      "page": "predict-blimp_obj-method",
      "title": "Predicted scores from 'blimp_obj'",
      "topics": [
        "predict,blimp_obj-method"
      ]
    },
    {
      "page": "print.blimp_simple_effects",
      "title": "Print method for 'blimp_simple_effects'",
      "topics": [
        "print.blimp_simple_effects"
      ]
    },
    {
      "page": "print.blimp_std",
      "title": "Print standardized solutions",
      "topics": [
        "print.blimp_std"
      ]
    },
    {
      "page": "print.blimp_syntax",
      "title": "Print 'blimp_syntax'",
      "topics": [
        "print.blimp_syntax"
      ]
    },
    {
      "page": "probability_plot",
      "title": "Predicted probabilities across a predictor for an outcome in a 'blimp_obj'",
      "topics": [
        "probability_plot"
      ]
    },
    {
      "page": "psr",
      "title": "Extract Potential Scale Reduction (PSR) output",
      "topics": [
        "psr"
      ]
    },
    {
      "page": "qq_plot",
      "title": "Normal Q-Q plot of a variable in a 'blimp_obj'",
      "topics": [
        "qq_plot"
      ]
    },
    {
      "page": "rblimp",
      "title": "Wrapper functions to provide Blimp functions in R",
      "topics": [
        "rblimp",
        "rblimp_fcs",
        "rblimp_syntax"
      ]
    },
    {
      "page": "rblimp_getting_started",
      "title": "Getting Started with rblimp",
      "topics": [
        "rblimp_getting_started"
      ]
    },
    {
      "page": "rblimp_plots",
      "title": "Styling and Saving rblimp Plots",
      "topics": [
        "rblimp_plots"
      ]
    },
    {
      "page": "rblimp_sim",
      "title": "Simulate data using Blimp",
      "topics": [
        "rblimp_sim"
      ]
    },
    {
      "page": "rblimp_source",
      "title": "Runs an 'imp' file with Blimp",
      "topics": [
        "rblimp_source"
      ]
    },
    {
      "page": "resid-blimp_obj-method",
      "title": "Residuals scores from 'blimp_obj'",
      "topics": [
        "resid,blimp_obj-method"
      ]
    },
    {
      "page": "residual_plot",
      "title": "Residual diagnostic plots for an outcome in a 'blimp_obj'",
      "topics": [
        "residual_plot"
      ]
    },
    {
      "page": "residuals-blimp_obj-method",
      "title": "Residuals scores from 'blimp_obj'",
      "topics": [
        "residuals,blimp_obj-method"
      ]
    },
    {
      "page": "scale_imputed",
      "title": "Mark cases whose outcome was imputed",
      "topics": [
        "scale_imputed",
        "scale_imputed_manual"
      ]
    },
    {
      "page": "set_blimp",
      "title": "Set Blimp Executable Location",
      "topics": [
        "set_blimp"
      ]
    },
    {
      "page": "show-blimp_cp-method",
      "title": "Show method for blimp_cp",
      "topics": [
        "show,blimp_cp-method"
      ]
    },
    {
      "page": "show-blimp_obj-method",
      "title": "Show method for blimp_obj",
      "topics": [
        "show,blimp_obj-method"
      ]
    },
    {
      "page": "simple_effects",
      "title": "Posterior summaries of conditional (simple) effects",
      "topics": [
        "simple_effects"
      ]
    },
    {
      "page": "simple_plot",
      "title": "Function to generate conditional regression equation plots (i.e., simple effects) with 'rblimp' and SIMPLE command",
      "topics": [
        "simple_plot"
      ]
    },
    {
      "page": "SIMULATE",
      "title": "Create a SIMULATE specification for use in rblimp()",
      "topics": [
        "SIMULATE"
      ]
    },
    {
      "page": "standardized",
      "title": "Extract standardized solutions from Blimp",
      "topics": [
        "standardized"
      ]
    },
    {
      "page": "summary-blimp_obj-method",
      "title": "Summary method for blimp_obj",
      "topics": [
        "summary,blimp_obj-method"
      ]
    },
    {
      "page": "theme_blimp",
      "title": "A theme for rblimp plots",
      "topics": [
        "theme_blimp"
      ]
    },
    {
      "page": "trace_plot",
      "title": "Function to generate trace plots of the burn-in iterations",
      "topics": [
        "trace_plot"
      ]
    },
    {
      "page": "uninstall_blimp",
      "title": "Remove the managed Blimp installation",
      "topics": [
        "uninstall_blimp"
      ]
    },
    {
      "page": "update_blimp",
      "title": "Update the installed Blimp engine",
      "topics": [
        "update_blimp"
      ]
    },
    {
      "page": "with-blimp_bygroup-method",
      "title": "Fit Model across imputations with 'mitml' package using 'by_group'",
      "topics": [
        "with,blimp_bygroup-method"
      ]
    },
    {
      "page": "with-blimp_obj-method",
      "title": "Fit Model across imputations with 'mitml' package",
      "topics": [
        "with,blimp_obj-method"
      ]
    },
    {
      "page": "write.blimp",
      "title": "A function to write out blimp input and output from a model",
      "topics": [
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