boot_lucid | Inference of LUCID model based on bootstrap resampling |
check_na | Check missing patterns in one layer of omics data Z |
estimate_lucid | Fit LUCID models with one or multiple omics layers |
fill_data | Impute missing data by optimizing the likelihood function |
gen_ci | generate bootstrp ci (normal, basic and percentile) |
Istep_Z | I-step of LUCID |
lucid | Fit a lucid model for integrated analysis on exposure,... |
plot_lucid | Visualize LUCID model through a Sankey diagram |
predict_lucid | Predict cluster assignment and outcome based on LUCID model |
print.sumlucid | Print the output of LUCID in a nicer table |
sim_data | A simulated dataset for LUCID |
simulated_HELIX_data | A simulated HELIX dataset for LUCID |
summary_lucid | Summarize results of the LUCID model |
tune_lucid | A wrapper function to perform model selection for LUCID |
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