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  "Title": "Latent Unknown Clustering Integrating Multi-View Data",
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  "Description": "An implementation of the LUCID model (Peng (2019)\n<doi:10.1093/bioinformatics/btz667>). LUCID conducts integrated\nclustering using exposures, omics data (and outcome as an\noption). An EM algorithm is implemented to estimate MLE of the\nLUCID model. 'LUCIDus' features integrated variable selection,\nincorporation of missing omics data, bootstrap inference,\nprediction and visualization of the model.",
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    "lucid",
    "plot_lucid",
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      "table": false,
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      "name": "sim_data",
      "title": "A simulated dataset for LUCID",
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        "list"
      ],
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      "table": false,
      "tojson": true
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      "page": "boot_lucid",
      "title": "Inference of LUCID model based on bootstrap resampling",
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        "boot_lucid"
      ]
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    {
      "page": "boot.lucid",
      "title": "Deprecated function boot.lucid",
      "topics": [
        "boot.lucid"
      ]
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      "page": "check_na",
      "title": "Check missing patterns in omics data Z",
      "topics": [
        "check_na"
      ]
    },
    {
      "page": "est_lucid",
      "title": "Fit LUCID model to conduct integrated clustering",
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        "est_lucid"
      ]
    },
    {
      "page": "est.lucid",
      "title": "Deprecated function est.lucid",
      "topics": [
        "est.lucid"
      ]
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      "page": "fill_data",
      "title": "Impute missing data by optimizing the likelihood function",
      "topics": [
        "fill_data"
      ]
    },
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      "title": "generate bootstrp ci (normal, basic and percentile)",
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        "gen_ci"
      ]
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    {
      "page": "helix_data",
      "title": "HELIX data",
      "topics": [
        "helix_data"
      ]
    },
    {
      "page": "Istep_Z",
      "title": "I-step of LUCID",
      "topics": [
        "Istep_Z"
      ]
    },
    {
      "page": "lucid",
      "title": "Fit a lucid model for integrated analysis on exposure, outcome and multi-omics data",
      "topics": [
        "lucid"
      ]
    },
    {
      "page": "plot_lucid",
      "title": "Visualize LUCID model through a Sankey diagram",
      "topics": [
        "plot_lucid"
      ]
    },
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      "title": "Predict cluster assignment and outcome based on LUCID model",
      "topics": [
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      "page": "print.lucid",
      "title": "Print the output of 'est_lucid'",
      "topics": [
        "print.lucid"
      ]
    },
    {
      "page": "print.sumlucid",
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        "print.sumlucid"
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      ]
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