{
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  "Type": "Package",
  "Package": "dsDashboard",
  "Title": "Dashboard Framework for DataSHIELD Applications",
  "Version": "0.4.1",
  "Author": "Andreas M\\u00e4ndle",
  "Maintainer": "Andreas M\\u00e4ndle <maendle@leibniz-bips.de>",
  "Description": "Provides a framework for building interactive dashboards\nin R.  The package is designed to support data analysis both on\nlocal data and on data on a DataSHIELD server.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
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  "Repository": "https://bips-hb.r-universe.dev",
  "Date/Publication": "2026-03-20 17:00:56 UTC",
  "RemoteUrl": "https://github.com/bips-hb/dsDashboard",
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    "author": "Andreas Mändle <AndemWue@gmail.com>",
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    "assignAllTables",
    "checkClass",
    "checkDatasources",
    "computeWeightedMeans",
    "createFactorVars",
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    "ds_get_cat_summary",
    "ds_get_hist",
    "ds_get_NA",
    "ds_get_quantile_mean",
    "ds_get_range",
    "ds_get_type",
    "ds_get_variance",
    "ds_quantileMean",
    "ds_safe_aggregate",
    "ds.boxplot_data",
    "ds.meta",
    "ds.meta2",
    "dsBetter.metadata",
    "dsCallGLM",
    "dsCatAgg",
    "dsCatSummary",
    "dsCatTidy",
    "dsCatVarSummary",
    "dsGapply",
    "dsGet_xyg",
    "dsGetPairs",
    "dsGLM",
    "dsIsNumeric",
    "dsNumSummary",
    "dsNumVarSummary",
    "dsResiduals",
    "dsSubsetLevels",
    "dsSummary",
    "dsTableSummary",
    "dsUniqueLevels",
    "dsUniqueVarnames",
    "get_xy",
    "getRange",
    "ggHistDS",
    "runDemo",
    "tabSummary"
  ],
  "_help": [
    {
      "page": "assignAllTables",
      "title": "Assign all tables from all servers to a symbol in DataSHIELD",
      "topics": [
        "assignAllTables"
      ]
    },
    {
      "page": "checkDatasources",
      "title": "Check datasources",
      "topics": [
        "checkDatasources"
      ]
    },
    {
      "page": "createFactorVars",
      "title": "Create for each level of a (factor) variable a boolean factor on the server side in DataShield.",
      "topics": [
        "createFactorVars"
      ]
    },
    {
      "page": "ds_get_boxplot_data",
      "title": "Get (ungrouped) boxplot data (combined) for all or some numeric variables of a table in unified form",
      "topics": [
        "ds_get_boxplot_data"
      ]
    },
    {
      "page": "ds_get_cat_summary",
      "title": "Get summary statistics for all or some categorical variables of a table in unified form",
      "topics": [
        "ds_get_cat_summary"
      ]
    },
    {
      "page": "ds_get_hist",
      "title": "Get histogram data (combined for all servers) for all or some numeric variables of a table in unified form",
      "topics": [
        "ds_get_hist"
      ]
    },
    {
      "page": "ds_get_NA",
      "title": "Get number of missing variables for all or some specified variables of a table in unified form",
      "topics": [
        "ds_get_NA"
      ]
    },
    {
      "page": "ds_get_quantile_mean",
      "title": "Get quantiles and mean (combined or seperate for all servers) for all or some numeric variables of a table in unified form",
      "topics": [
        "ds_get_quantile_mean"
      ]
    },
    {
      "page": "ds_get_range",
      "title": "Get range (combined over all servers) for all or some numeric variables of a table in unified form",
      "topics": [
        "ds_get_range"
      ]
    },
    {
      "page": "ds_get_type",
      "title": "Get variable type as string (\"numeric\" or \"categorical\") for all variables of a table in unified form",
      "topics": [
        "ds_get_type"
      ]
    },
    {
      "page": "ds_get_variance",
      "title": "Get variance (combined for all servers) for all or some numeric variables of a table in unified form",
      "topics": [
        "ds_get_variance"
      ]
    },
    {
      "page": "ds_quantileMean",
      "title": "Get quantiles and mean (separate or combined for all servers) for one numeric variable",
      "topics": [
        "ds_quantileMean"
      ]
    },
    {
      "page": "ds_safe_aggregate",
      "title": "Safely aggregate an expression across multiple DataSHIELD servers",
      "topics": [
        "ds_safe_aggregate"
      ]
    },
    {
      "page": "ds.boxplot_data",
      "title": "Return boxplot data",
      "topics": [
        "ds.boxplot_data"
      ]
    },
    {
      "page": "ds.meta",
      "title": "Gets metadata for multiple variables of a table",
      "topics": [
        "ds.meta"
      ]
    },
    {
      "page": "ds.meta2",
      "title": "Gets metadata for multiple variables of a table",
      "topics": [
        "ds.meta2"
      ]
    },
    {
      "page": "dsBetter.metadata",
      "title": "Returns the metadata for one (!) specified variable",
      "topics": [
        "dsBetter.metadata"
      ]
    },
    {
      "page": "dsCallGLM",
      "title": "Perform generalized linear model regression in a non-disclosive (k-nearest-neighbor) way.",
      "topics": [
        "dsCallGLM"
      ]
    },
    {
      "page": "dsCatAgg",
      "title": "Summary for one (and only one!) categorical variable of a table across all servers",
      "topics": [
        "dsCatAgg"
      ]
    },
    {
      "page": "dsCatSummary",
      "title": "Summary for all non-numeric variables in a DataSHIELD table",
      "topics": [
        "dsCatSummary"
      ]
    },
    {
      "page": "dsCatTidy",
      "title": "A tidy summary for all non-numeric variables in a DataSHIELD table",
      "topics": [
        "dsCatTidy"
      ]
    },
    {
      "page": "dsCatVarSummary",
      "title": "Summary for categorical variable across all servers",
      "topics": [
        "dsCatVarSummary"
      ]
    },
    {
      "page": "dsGapply",
      "title": "Apply a function to subsets of a table in DataSHIELD for each different outcome of a categorical grouping variable",
      "topics": [
        "dsGapply"
      ]
    },
    {
      "page": "dsGet_xyg",
      "title": "Get two numeric columns and a factor column of a DataShield data.frame in a non-disclosive (k-nearest-neighbor) way.",
      "topics": [
        "dsGet_xyg"
      ]
    },
    {
      "page": "dsGetPairs",
      "title": "Get two numeric columns and a factor column of a DataShield data.frame in a non-disclosive (k-nearest-neighbor) way.",
      "topics": [
        "dsGetPairs"
      ]
    },
    {
      "page": "dsGLM",
      "title": "Perform generalized linear model regression and return the model object",
      "topics": [
        "dsGLM"
      ]
    },
    {
      "page": "dsIsNumeric",
      "title": "Check if columns of a DataSHIELD table are numeric",
      "topics": [
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      ]
    },
    {
      "page": "dsNumSummary",
      "title": "A summary for a numeric variable in a DataSHIELD table",
      "topics": [
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      ]
    },
    {
      "page": "dsNumVarSummary",
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      "topics": [
        "dsNumVarSummary"
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    },
    {
      "page": "dsResiduals",
      "title": "Compute residuals for models returned by the dsCallGLM function on the server side.",
      "topics": [
        "dsResiduals"
      ]
    },
    {
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      "topics": [
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      "topics": [
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    },
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    },
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      ]
    },
    {
      "page": "tabSummary",
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      ]
    }
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