Latent Unknown Clustering Integrating Multi-View Data

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Documentation for package ‘LUCIDus’ version 2.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

boot.lucid	Deprecated function boot.lucid
boot_lucid	Inference of LUCID model based on bootstrap resampling
check_na	Check missing patterns in omics data Z
est.lucid	Deprecated function est.lucid
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
Istep_Z	I-step of LUCID
lucid	Fit a lucid model for integrated analysis on exposure, outcome and multi-omics data
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
tune_lucid	A wrapper function to perform model selection for LUCID