Function reference
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Istep_Z() - I-step of LUCID
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boot.lucid() - Deprecated function boot.lucid
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boot_lucid() - Inference of LUCID model based on bootstrap resampling
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check_na() - Check missing patterns in omics data Z
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est.lucid() - Deprecated function est.lucid
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est_lucid() - Fit LUCID model to conduct integrated clustering
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fill_data() - Impute missing data by optimizing the likelihood function
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gen_ci() - generate bootstrp ci (normal, basic and percentile)
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helix_data - HELIX data
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lucid() - Fit a lucid model for integrated analysis on exposure, outcome and multi-omics data
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plot_lucid() - Visualize LUCID model through a Sankey diagram
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predict_lucid() - Predict cluster assignment and outcome based on LUCID model
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print(<lucid>) - Print the output of
est_lucid
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print(<sumlucid>) - Print the output of LUCID in a nicer table
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sim_data - A simulated dataset for LUCID
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summary_lucid() - Summarize results of LUCID model
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tune_lucid() - A wrapper function to perform model selection for LUCID