Latent Unknown Clustering with Integrated Data


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Documentation for package ‘LUCIDus’ version 2.1.5-1

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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