# Latent Unknown Clustering with Integrated Data

## Documentation for package ‘LUCIDus’ version 2.1.5-1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

boot.lucid | Inference of LUCID model based on bootstrap resampling
est.lucid | Fit LUCID model to conduct integrated clustering
fill_data | Impute missing data by optimizing the likelihood function
gen_ci | generate bootstrp ci (normal, basic and percentile)
helix_data | HELIX data
lucid | A wrapper function to perform model selection for LUCID
plot_lucid | Visualize LUCID model through a Sankey diagram
predict_lucid | Predict cluster assignment and outcome based on LUCID model
print.lucid | Print the output of 'est.lucid'
print.sumlucid | Print the output of LUCID in a nicer table
sim_data | A simulated dataset for LUCID
summary_lucid | Summarize results of LUCID model