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  "Description": "Mediation analysis for multiple mediators by penalized\nstructural equation models with different types of penalties\ndepending on whether there are multiple mediators and only one\nexposure and one outcome variable (using sparse group lasso) or\nmultiple exposures, multiple mediators, and multiple outcome\nvariables (using lasso, L1, penalties).",
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      "title": "Regularized Mediation Analysis",
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        "regmed"
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        "medsim",
        "x",
        "y"
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    },
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        "regmed.dat.check"
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    },
    {
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      "title": "For an object of class mvregmed, create edges for a graph object that can be used for plots, or for creating models input to lavaan function sem",
      "topics": [
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        "plot.mvregmed.edges"
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    },
    {
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      "title": "Multivariate regularized mediation model",
      "topics": [
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      "topics": [
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      "title": "Fit a grid of mvregmed models over a vector of lambda penalty parameters",
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      "title": "Plots for regmed.grid object.",
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      "title": "For an object of class regmed, create edges for a graph object that can be used for plots, or for creating models input to lavaan function sem",
      "topics": [
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      "title": "Regularized Mediation model for a specified lambda penalty value.",
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      "topics": [
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      "page": "regmed.lavaan.dat",
      "title": "Set up data to input to lavaan sem",
      "topics": [
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    },
    {
      "page": "regmed.lavaan.model",
      "title": "Create a lavaan model",
      "topics": [
        "regmed.lavaan.model",
        "summary.lavaan"
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    },
    {
      "page": "regmed.prefilter",
      "title": "Prefilter to reduce the number of mediators for subsequent analyses",
      "topics": [
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      ]
    },
    {
      "page": "summary.mvregmed",
      "title": "Summary of mvregmed object",
      "topics": [
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  "_vignettes": [
    {
      "source": "regmed.Rmd",
      "filename": "regmed.html",
      "title": "Regularized_Mediation_Examples",
      "author": "DJ Schaid, JP Sinnwell",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "Simulated dataset",
        "regmed: Mediation model for 1 exposure, multiple mediators, and 1 outcome variable",
        "Pre-filter mediators",
        "Grid of lambda penalties",
        "Fit regmed for grid of lambda penalties",
        "Select best model from grid by minimum BIC",
        "Fit single regmed model with user-specified lambda",
        "Plot directed graph of fit model",
        "Lavaan sem: Estimate parameters of selected model without imposing penalty",
        "mvregmed : Mediation model for multiple exposures, multiple mediators, and multiple outcome variables",
        "Fit mvregmed for a grid for lambda penalties",
        "Select best model from grid based on minimum BIC",
        "Fit single mvregmed model with user-specified lambda",
        "Lavaan sem: Estimate parameters of seleted model without imposing penalty",
        "Interpretation of lavaan output",
        "References"
      ],
      "created": "2021-04-12 20:40:02",
      "modified": "2023-01-20 20:30:02",
      "commits": 2
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