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  "Title": "Tidy Methods for Bayesian Treatment Effect Models",
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  "Description": "Functions for extracting tidy data from Bayesian treatment\neffect models, in particular BART, but extensions are possible.\nFunctionality includes extracting tidy posterior summaries as\nin 'tidybayes' <https://github.com/mjskay/tidybayes>,\nestimating (average) treatment effects, common support\ncalculations, and plotting useful summaries of these.",
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      "rows": 2000,
      "table": true,
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    {
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      "title": "Example simulated dataset 1",
      "object": "suhillsim1",
      "class": [
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      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "suhillsim2_ranef",
      "title": "Example simulated dataset 2: with subject specific random effects",
      "object": "suhillsim2_ranef",
      "class": [
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      "fields": [],
      "table": false,
      "tojson": false
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  ],
  "_help": [
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      "page": "avg_treatment_effects",
      "title": "Get (conditional) average treatment effect draws from posterior",
      "topics": [
        "avg_treatment_effects"
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    },
    {
      "page": "bartmodel1",
      "title": "Example model 1",
      "topics": [
        "bartmodel1"
      ]
    },
    {
      "page": "bartmodel1_modelmatrix",
      "title": "Model matrix used for 'bartmodel1'",
      "topics": [
        "bartmodel1_modelmatrix"
      ]
    },
    {
      "page": "covariate_importance",
      "title": "Counts of variable overall inclusion",
      "topics": [
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      ]
    },
    {
      "page": "covariate_with_treatment_importance",
      "title": "Counts of variable inclusion when interacting with treatment",
      "topics": [
        "covariate_with_treatment_importance"
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    },
    {
      "page": "epred_draws_BART",
      "title": "Get fitted draws from posterior of 'BART'-package models",
      "topics": [
        "epred_draws_BART"
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    },
    {
      "page": "epred_draws.bartcFit",
      "title": "Get expected prediction draws from posterior of 'bartCause'-package objects",
      "topics": [
        "epred_draws.bartcFit"
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    },
    {
      "page": "epred_draws.bartMachine",
      "title": "Get fitted draws from posterior of 'bartMachine' model",
      "topics": [
        "epred_draws.bartMachine"
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    },
    {
      "page": "epred_draws.lbart",
      "title": "Get fitted draws from posterior of 'lbart' model",
      "topics": [
        "epred_draws.lbart"
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    },
    {
      "page": "epred_draws.mbart",
      "title": "Get fitted draws from posterior of 'mbart' model",
      "topics": [
        "epred_draws.mbart"
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    },
    {
      "page": "epred_draws.mbart2",
      "title": "Get fitted draws from posterior of 'mbart2' model",
      "topics": [
        "epred_draws.mbart2"
      ]
    },
    {
      "page": "epred_draws.pbart",
      "title": "Get fitted draws from posterior of 'pbart' model",
      "topics": [
        "epred_draws.pbart"
      ]
    },
    {
      "page": "epred_draws.stan4bartFit",
      "title": "Get expected prediction draws from posterior of 'stan4bart'-package models",
      "topics": [
        "epred_draws.stan4bartFit"
      ]
    },
    {
      "page": "epred_draws.wbart",
      "title": "Get fitted draws from posterior of 'wbart' model",
      "topics": [
        "epred_draws.wbart"
      ]
    },
    {
      "page": "has_common_support",
      "title": "Evaluate if observations have common support.",
      "topics": [
        "has_common_support"
      ]
    },
    {
      "page": "has_tidytreatment_methods",
      "title": "Check if a model class has required generic methods for tidytreatment functions.",
      "topics": [
        "has_tidytreatment_methods"
      ]
    },
    {
      "page": "highDim_testdataset3",
      "title": "ACIC2019 High Dimensional Test Dataset",
      "topics": [
        "highDim_testdataset3"
      ]
    },
    {
      "page": "linpred_draws.bartcFit",
      "title": "Get expected prediction draws (on linear scale) from posterior of 'bartCause'-package objects",
      "topics": [
        "linpred_draws.bartcFit"
      ]
    },
    {
      "page": "linpred_draws.stan4bartFit",
      "title": "Get linear predictor draws from posterior of 'stan4bart'-package models",
      "topics": [
        "linpred_draws.stan4bartFit"
      ]
    },
    {
      "page": "posterior_trees_BART",
      "title": "Get posterior tree draws into tibble format from BART model",
      "topics": [
        "posterior_trees_BART"
      ]
    },
    {
      "page": "predicted_draws_BART",
      "title": "Get predict draws from posterior of 'BART::wbart' models",
      "topics": [
        "predicted_draws_BART"
      ]
    },
    {
      "page": "predicted_draws.bartcFit",
      "title": "Get prediction draws from posterior of 'bartCause'-package objects",
      "topics": [
        "predicted_draws.bartcFit"
      ]
    },
    {
      "page": "predicted_draws.bartMachine",
      "title": "Get predict draws from posterior of 'bartMachine' model",
      "topics": [
        "predicted_draws.bartMachine"
      ]
    },
    {
      "page": "predicted_draws.lbart",
      "title": "Get predict draws from posterior of 'lbart' model",
      "topics": [
        "predicted_draws.lbart"
      ]
    },
    {
      "page": "predicted_draws.pbart",
      "title": "Get predict draws from posterior of 'pbart' model",
      "topics": [
        "predicted_draws.pbart"
      ]
    },
    {
      "page": "predicted_draws.stan4bartFit",
      "title": "Get prediction draws from posterior of 'stan4bart'-package models",
      "topics": [
        "predicted_draws.stan4bartFit"
      ]
    },
    {
      "page": "predicted_draws.wbart",
      "title": "Get predict draws from posterior of 'wbart' model",
      "topics": [
        "predicted_draws.wbart"
      ]
    },
    {
      "page": "residual_draws_BART",
      "title": "Get residual draw for BART model",
      "topics": [
        "residual_draws_BART"
      ]
    },
    {
      "page": "residual_draws.bartMachine",
      "title": "Get residual draw for 'bartMachine' model",
      "topics": [
        "residual_draws.bartMachine"
      ]
    },
    {
      "page": "residual_draws.pbart",
      "title": "Get residual draw for 'pbart' model",
      "topics": [
        "residual_draws.pbart"
      ]
    },
    {
      "page": "residual_draws.wbart",
      "title": "Get residual draw for 'wbart' model",
      "topics": [
        "residual_draws.wbart"
      ]
    },
    {
      "page": "simulate_su_hill_data",
      "title": "Simulate data with scenarios from Hill and Su (2013)",
      "topics": [
        "simulate_su_hill_data"
      ]
    },
    {
      "page": "suhillsim1",
      "title": "Example simulated dataset 1",
      "topics": [
        "suhillsim1"
      ]
    },
    {
      "page": "suhillsim2_ranef",
      "title": "Example simulated dataset 2: with subject specific random effects",
      "topics": [
        "suhillsim2_ranef"
      ]
    },
    {
      "page": "tidy_ate",
      "title": "Get average treatment effect draws from posterior",
      "topics": [
        "tidy_ate"
      ]
    },
    {
      "page": "tidy_att",
      "title": "Get average treatment effect on treated draws from posterior",
      "topics": [
        "tidy_att"
      ]
    },
    {
      "page": "tidy_draws.bartcFit",
      "title": "Tidy access to posterior of 'bartCause'-package objects",
      "topics": [
        "tidy_draws.bartcFit"
      ]
    },
    {
      "page": "tidytreatment",
      "title": "tidytreatment: Tidy methods for Bayesian treatment effect models",
      "topics": [
        "tidytreatment-package",
        "tidytreatment"
      ]
    },
    {
      "page": "treatment_effects",
      "title": "Get (individual) treatment effect draws from posterior",
      "topics": [
        "treatment_effects"
      ]
    },
    {
      "page": "treatment_effects.bartcFit",
      "title": "Get (individual) treatment effect draws from bartcFit posterior",
      "topics": [
        "treatment_effects.bartcFit"
      ]
    },
    {
      "page": "treatment_effects.default",
      "title": "Get treatment effect draws from posterior",
      "topics": [
        "treatment_effects.default"
      ]
    },
    {
      "page": "variance_draws",
      "title": "Get variance draws from posterior of BART models",
      "topics": [
        "variance_draws"
      ]
    }
  ],
  "_readme": "https://github.com/bonstats/tidytreatment/raw/HEAD/README.md",
  "_rundeps": [
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    "arrayhelpers",
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