# Latent Unknown Clustering with Integrated Data

## Documentation for package ‘LUCIDus’ version 2.1.0

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

## Help Pages

boot.lucid | Bootstrap method of inference for LUCID
def.control | Control parameters for EM algorithm
def.tune | Define tuning parameters of regularization for LUCID model.
est.lucid | Estimate latent unknown clusters with multi-omics data
plot.lucid | Visualize the LUCID model through a Sankey diagram This function generates a Sankey diagram for the results of integrative clustering based on an 'lucid' object
predict.lucid | Predict the outcome based on a fitted LUCID model
print.lucid | Print the output of 'est.lucid'
print.sumlucid | Print the output of LUCID in a nicer table
sim1 | simulated dataset 1
sim2 | simulated dataset 2
summary.lucid | Summarize the results of LUCID model
tune.lucid | Grid search for tuning parameters to fit the LUCID model