Man pages for USCbiostats/LUCIDus
Latent Unknown Clustering Integrating Multi-View Data
| boot_lucid | Inference of LUCID model based on bootstrap resampling |
| boot.lucid | Deprecated function boot.lucid |
| check_na | Check missing patterns in omics data Z |
| est_lucid | Fit LUCID model to conduct integrated clustering |
| est.lucid | Deprecated function est.lucid |
| 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,... |
| 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 |
